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4.
                              Considerations in the Epidemiology
                                    of Earthquake Injuries

                               Nicholas P. Jones, M.EERl, Frederick Krimgold, M.EERl, Eric K. Noji, M.EERl, and
                               Gordon S. Smith, M.EERl


                              In July, 1989, a workshop entitled "Earthquake Injury Epidemiology for
                              Mitigation and Response" was held at The Johns Hopkins University in
                              Baltimore, Maryland, U.S.A. The aim of the wo rkshop. was to gather a
                              group of interested professionals, all directly or peripherally interested in
                              the research, planning, mitigation, and response aspects associated with
                              earthquake-induced injuries and deaths, to lay the foundations and begin
                              to develop a research agenda for this emerging field. This was achieved
                              by a combination of presentation of summary papers , discussions in small,
                              multidisciplinary working groups, and plenary wrap-up and discussion ses­
                              sions. The papers and transcriptions are available from the authors. The
                              following paper presents a condensation and summary of the workshop ,
                              its discussions, and its important conclusions . References are cited where
                              appropriate; much of the content reflects a condensation of the discussions.



                                                                 Introduction

                            Significant resources in research support and effort have been expended on the
                         problem of earthquake hazard mitigation over the past twenty years. Most of this
                         research effort has been directed toward questions of geophysical research and struc­
                         tural engineering. While this expenditure of effort has been appropriate in terms
                         of advancing scientific understanding of the underlying phenomena responsible for
                         earthquake losses, the principal threat of earthquakes is loss of human life. Material
                         loss is for the most part replaceable or subject to compensation. The tragic fact is
                         (NPJ) Dept. Civ, Engrg., The Johns Hopkins Univ ., Baltimore, Md 21218-2699
                         (FK) College Arch. & Urb. Studies, Virginia Polytech. Inst. & State Univ., Alex.,
                         Va 22314.
                         (EKN) Dept. Emerg. Med., The Johns Hopkins Univ., Baltimore, Md 21205
                         (GSS) Injury Prevo Ctr., The Johns Hopkins Univ., Baltimore, Md 21205
                                                                          507
                                                        '1:Earthquake Spectra. Vol. 6. No.3. 1990




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508                                      N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith   Considerations in


that earthquakes    continue to consume human beings. The specific mechanisms of                    • To review
death and injury in earthquakes have not yet been the subject of extensive study.                     This inch;
Early work by epidemiologists suggests, however, that efforts to reduce earthquake­                    injury pat
related fatality and injury may benefit from more disciplined study (1-4,8,9,11,14,15).
Subsequent work by architects and engineers has pointed to the possibility of more                   • To define
                                                                                                       the scope
rigorous data gathering in the aftermath of major earthquakes (12,13).
                                                                                                       the establ.
      Until recently, there has been no effective or coordinated program of research
into earthquake injury epidemiology. While there have been a few preliminary stud­                   • To identif
ies from individual researchers in several disciplines, this topic has suffered the fate               made, or 1
of many trans disciplinary problems. It has been dealt with peripherally by several
disciplines, but not accepted as the central responsibility of any particular research               • To identif
group. The topic is difficult to approach from any narrow disciplinary background,
                                                                                                     • To introdi
as it requires the collaboration of several disciplines. First, it is necessary to un­                 municatio
derstand the mechanisms of physical failure in earthquakes. This requires structural                   ing, earth
engineering and architectural     competence.    Secondly, it is necessary to understand               and rescue
the process of human injury in earthquake-induced building failure. The implications
of building/occupant interaction are the critical issue in prevention of life loss and               • To enhanc
injury. Understanding these medical aspects, as well as the behaviors influencing the                  practition.
outcomes requires both physicians and social scientists. Thirdly, it is necessary to
                                                                                                     • To formulr
develop an analytical framework for the analysis of injury patterns and the relation­
ship between specific causative agents and their negative consequences (15-20). The
involvement of epidemiologists, particularly those familiar with injuries, is essential.
      This epidemiological dimension has only recently begun to be explored. In a major              The workshc
earthquake,    such as the 1985 Mexican or 1988 Armenian events, intensive ground                to developing th
shaking near populated areas can result in the severe damage and even collapse of
                                                                                                     • The works
inadequately-constructed     buildings. The potential for loss of life in such a collapse is
                                                                                                       appropriat
high, in addition to the economic loss associated with the structure and its contents.
Preliminary results are now becoming available from these events.             Partial results        • The subje
have been collected from Chile (1985) (20), the Southern Italian earthquake (1980)                     injury epic
(2,3) and Tangshan (1976) (10). There is now enough data available to initiate serious                  aspects?
discussion and to raise serious methodological issues.
                                                                                                     • Presentati
      In response to this need, an international workshop on the epidemiology of injuries
                                                                                                       necessary.
in natural disasters, specifically earthquakes, was organized by the authors of this
paper and held at The Johns Hopkins University in Baltimore, Maryland, U.S.A. in                      Presented bl
July, 1989.                                                                                       during the discu
    The basic objectives of the workshop were the following:                                      are available (J(
[i, and G. S. Smith   Considerations   in the Epidemiology   of Earthquake   Injuries                       509

: mechanisms of           • To review the state of the art in the rather diversefieldof disaster epidemiology.
extensive study.             This included reviews of data collected in past events of causes of death and
uce earthquake­              injury patterns.
-4,8,9,11,14,15 ).
ssibility of more         • -To define the field of ea rthquake injury epidemiology. This included defining
                             the scope of the problem area, identifying the applications for the research, and
                             the establishment of a research agenda.

                          • To identify relevant expertise. Who are the individuals/organizations who have
                            made, or have the potential for making, significantcontributions in the area?

                          • To identify and unify relevant sources of data.

                           • To introduce the problem area to related research communities and begin com­
                             munication between relevant groups, including architecture, structural engineer­
                             ing, earthquake engineering, emergency medicine, injury epidemiology, search
                             and rescue (SAR), occupant safety, and occupant behavior .

                           • To enhance communication between the research community and the user or
                             practitioner community concerned with life safety in buildings.




                                                     Organization     of the Workshop

                           The workshop was held over a three-day period. Careful consideration was given
                      to developing the structure and organization of the workshop for several reasons :

                           • The workshop was multidi.!ciplinary. Care was taken to ensure adequate and
                             appropriate mixing of participants from the variousprofessionsdiscussed above.

                           • The subject was relatively poorly defined i.e., what, precisely, is earthquake
                             injury epidemiology,and how does it interface with the mitigation and response
                             aspects? .

logy of injuries           • Presentation of past research from the perspective of the various disciplineswas
Luthors of this               necessary.
and, U.S.A. in             Presented below      15   a summary of the discussions and important points raised
                      during the discussions. These are presented in summary form; detailed ·transcriptions
                      are available (Jones et al. 1989).
510                                     N. P. Jones, E Krimgold, E. K. Noji, and G. S. Smith   Considerationsir


                               Summary of Discussions                                          of epidemiologi­
                                                                                               used to effect cr
      The most fundamental question raised was what is the precise purpose and def­            response. In pe
inition of earthquake injury epidemiology? What information is needed, for what                significant effec
application will it be used, and can it be gathered in a quantitative, rather than                Consider th
qualitative way? Can it be used to help mitigate future impacts? The associated                to on-site medi
methodological question is: What are the ques tions that need to be asked and meth­            ate, post-hospi
ods used to obtain this information? Can epidemiologic methods be used to study                process", e.g., '
this problem, and the various processes involved, in such a way as to provide insights         clear that the t
into the answers to some of the above questions?                                               ent levels of de
      The purpose of earthquake injury epidemiology is to determine the distribution of        Whether inforn
death and injury in earthquakes, and in particular to consider the causal mechanism            block, developr:
of the fatal or nonfatal injury. The causal mechanism is difficult to define precisely, as     lection method,
are the appropriate variables and indicators describing it. It is necessary to consider        The medical re
hazard exposure, construction types and their performance during earthquakes, in­              operation. It is
fluence of nonstructural components and building contents, occupancy and occupant              erational struct
                                                                                       bese
                                                                                               these in future

interaction of several disciplines.
    For the above components, there are large differences from country to country;                 The inform
international interaction is also needed. Standardization of terminology and method­           not been coUec
ologies must therefore transcend cultural as well as disciplinary boundaries. Whether          difficult to colle
such a multidisciplinary and multinational approach is feasible is open to some ques­          from the rescu­
tion.                                                                                          lacking; there 1:
      Unfortunately, it is not clear from the relatively sketchy data that are available       restrictions oft
from past earthquakes exactly where the efforts and finances should be focused. If             emergency int.
it is found, for example, that most severe injuries or deaths are resulting from inap­         those who can
propriate responses on the part of the victims , then education should be targeted as          improved metl:
a priority item. If a large number of people are dying because they are not being
extricated quickly enough, then extrication or rescue equipment needs improvement .
If a large number of people are dying after extrication then it is necessary to improve            The usefuh
emergency treatment procedures. Unfortunately, the above scenarios are specula­                the methodolo
tive: detailed epidemiologic studies of injuries in past events have not, in general,          is often no di:
occurred. The information required to make the type of decision exemplified above              hospital admis
is not available.                                                                              earthquake-rei
      The purpose of disaster epidemiology, as suggested b y the workshop title and            of severity (4)
echoed repeatedly by workshop participants is mitigation and response: The results             there is a reasc
and G. S. Smith   Considerations   in the Epidemiology of Earthquake Injuries                             511


                         of epidemiologic studies of injuries in disasters, in this case earthquakes, are to be
                         used to effect casualty reduction by improving both mitigation, or preparedness, and
      .rpose and def­
                         response. In particular, the behavior of victims during the impact phase may have
      eded, for what
                         significant effect on their outcomes.
      e, rather than
                             Consider the medical aspect of the relief phase. This aspect can be broken down
      The associated
                         to on-site medical assistance, transportation, hospital treatment and, if appropri­
     .ked and rneth-
                         ate, post-hospital care. At this scale, identification of a weak link in the "medical
      used to study
                         process", e.g., transportation delays, can be important to enhancing survival. It is
     'rovide insights
                         clear that the types of information needed at this stage in the process require differ ­
                         ent levels of detail, and are required by different personnel in different time frames.
      distribution of
                         Whether information is needed at the level corresponding to a particular structure,
     sal mechanism
                         block, development, town, city or country has a profound influence on the data col­
     ne precisely, as
                         lection methodology implemented and on the types of questions which must be asked.
     ary to consider
                         The medical response must also then be somehowaggregated into the total response
  lrthquakes, in­
                         operation. It is important to identify where problems may have occurred in this op­
  . and occupant
                         erational structure in the past, and efforts made to establish procedures to minimize
 ovided. These
                         these in future events.
 but require the
                                               Data Needs and Collection Methodology
  ry to country;             The information that is needed in the immediate response phase has generally
 y and method­
                         not been collected in the past. There are a number of reasons for this: the data are
 aries, Whether
                         difficult to collect; time spent collecting this information is often viewed as detracting
     to some ques-       from the rescue effort; the exact definition of what data to collect has generally been
                         lacking; there has been no person with the soleresponsibility for data collection; access
 .t are available        restrictions often hamper the data collection effort. The primary focus of immediate
 be focused. If          emergency intervention in the response phase is to reduce human losses: to save
 ing from inap­          those who can be saved. Unfortunately, due to the paucity of data, development of
 be targeted as
                         improved methods has been limited.
  are not being
 improvement.                                        Data Sources from Past Events
ary to improve               The usefulness of past data is difficult to assess in general terms, and depends on
-s    are specula­       the methodology used and questions asked in the collection. As an example, there
ot , in general,         is often no distinction made in the time period following an earthquake whether
nplified above           hospital admissions are earthquake-related or not: they are often just assumed to be
                         earthquake-related. Often the definition of injury is unclear and gives no indication
shop title and           of severity (4). Discrimination requires a detailed follow-up study. In most cases,
re:    The resuIts       there is a reasonable amount of data available as regards structural performance, but
512                                       · P. Jones, F. Krimgold, E. K.   oji, and G. S. Smith   Considerationsin

data on injury which are any more than anecdotal are scarce. Even fewer cases exist                  The 1987WI
where specific injury-structure interaction data are avai lable.                                  rian Hospital ap
                                                                                                  studies have alsr
                                                                                                     The 1988 A
                                                                                                  amounts of dat
techniques such as record searching or questionnaire distribution require much effort.            views, to captui
It is considered that sufficient data exist on past events that comparative studies may           due to the exter
now begin to be made.                                                                             tion of the even
                                                                                                     A number of
                                                                                                  quakes were me
                                                                                                  of quantitative:
                                                                                                  for the Peruvia
                                                                                                  of questionable
      Other types of "disasters" may provide useful information relevant to the earth ­           may also be avt
quake injury problem. For example, the Kansas City Hyatt skywalk collapse, the                       General   SOt
Bridgeport L'Ambience Plaza collapse, tornado, hurricane, fire, terrorist bombing,                records, and .tl
and mine-related collapses all potentially present mass casualty situations.           While      Office of U.S. F
the specific details of the collapse or mechanisms of injury may vary, parallels may              and other disas
provide insight.                                                                                  these sources c:
    As an example of the possible use of past earthquakes as sources of data, some                    While even
discussion at the workshop focused on the significant effort that has been made re­               existing data sc
cently to compile data from the 1906 San Francisco earthquake, using newspaper                    limitations of t
accounts, letters, coroner's records and U.S . Army archives (6). Building information
is also available. While incomplete, it may be possible to generate some structural
performance-morbidity /mortality correlations. Data are likely to exist on the Vet­                  It was clea;
eran's Administration hospital collapse in the 1971 San Fernando earthquake with                  mechanism of i
the L.A. Fire Department or the V.A. itself. The Ministry of Health in San Sal­                       It is import
vador has some information on the Ruben Dario collapse, and some injury-structure                 are identified,
studies were performe~. The Romanian earthquake (1976) is considered a source of                  scope of data
behavioral and structural data as related to injuries.                                            questions askec
      Some opportunities appear to remain from the 1985 Mexicoearthquake . A database             repetitive data
on the organizational aspects exists at the Disaster Research Center at the Univer­                  The types
sity of Delaware. Injury data is apparently available at the Juarez Hospital and the              the data into    E
General Hospital, and there is some structural data available also . Surprisingly, the
engineering data available on collapsed structures in Mexico is rather scarce, as these              1. Earthqu;
buildings were cleared away as soon as possible after the earthquake.                                   location
i, and G. S. Smith   Considerationsin the Epidemiology Earthquake
                                                       of         Injuries                                   513


  ewer cases exist        The 1987 Whittier Narrows earthquake is a possible source for data. The Presbyte­
                       rian Hospital apparently has information on 250-300 people injured. Some behavioral
                       studies have also been done, and structural information is sure to be a vailable.
 .s, and assist in        The 1988 Armenian event presents a rather unique possibility to collect large
 labor intensive:      amounts of data. Projects are currently underway, making particular use of inter ­
 ire much effort.      views, to capture as much information as possible. It has been speculated, however,
 ive studies may       due to the extent of the catastrophe, that many records were lost , making reconstruc­
                       tion of the event difficult.
 affecting urban          A number of other potential sources were discussed . "Ancient" or historical earth­
 environments is       quakes were mentioned. It is unlikely that such events would yield much in the way
   from the Glass      of quantitative injury-structure data, or even injury data. Selected data are available
 . (5) to planning     for the Peruvian and Chilean earthquakes related to injuries, but the latter may be
                       of questionable validity. Archival data on Italian, Iranian and Japanese earthquakes
 :1tto the earth­      may also be available, but again the data are considered poor.
 lk collapse, the          General sources of information were mentioned such as hospital and doctor 's
 rorist bombing,       records, and the journals and archives of historical and geological societies. The
 uations. While        Office of U.S. Foreign Disaster Assistance maintains a database on past earthquakes
 r, parallels may      and other disasters, but not in a detailed form. While not all necessarily complete,
                       these sources can serve to provide as complete a picture as possible of past events .
s of data, some           While even the above list is incomplete, it was deemed important to investigate
: been made re­        existing data sources for as much useful information as possible, keeping in mind the
sing newspaper         limitations of the data, and inherent uncertainties and lack of reliability.
ing information
some structural                                 Identification of Critical Variables
:ist on the Vet­
                          It was clear that a better database of statistical information relating injuries to
arthquake with
                       mechanism of injury is required.
lth in San Sal ­
                           It is important that the appropriate variables or indicators, and their interactions
injury-structure       are identified, in the generation of a multivariate model of outcome. The type and
ered a source of
                       scope of data required must be defined based on the focus of the study, and the
                       questions asked must reflect what weknow already, to avoid collection of unnecessaril y
lake. A database
                       repetitive data and improve the level of detail and quality.
. at the Univer­
                           The types of data to be collected will vary, as stated. It is convenient    to group
.ospital and the
                       the data into several categories, and give examples:
iurprisingly, the
scarce, as these             Earthquake Information such as time of day , magnitude and local intensity, and
                             location of epicenter relative to site of interest.
514                                       N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith   Considerations in


      2. Demographic Data reflecting spatial variations in population dens ity, urban/rural       for classifying t.
         distinctions, the economic and cultural characteristics of the region, etc .             comprehensive s
                                                                                                  sets of question:
      3. Building Characteristics such as construction type, materials, occupancy, "strength"
                                                                                                  facilitated.
         on an appropriate scale, collapse or damage characteristics, nonstructural ele­
                                                                                                      The questior
         ment performance, evidence of fire, and so on.
                                                                                                  pline and organ
      4. Me<ll!=MTreatment _Chcy:acteristi~including nature and severity of injury, treat­        etc.) The consi
         ment received, cause of death, times of discovery, extrication and hospitaliza­          tional dimensio
         tion, hospital treatment received, final outcome. etc.       It is also essential to     zational level a:
         collect detailed data on the precise mechanism of injury . In addition, special­         country.
         ized data may be needed, e.g., to evaluate the incidence of earthquake-induced               What quest
         heart attacks in victims.                                                                information nee
                                                                                                      The timing.
      5. S.ARJnformation such as method and time of extrication, arrival time of SAR
                                                                                                  five phases of d
         equipment, effectiveness of SAR response both technically and operationally.
                                                                                                     1. Retrosper
      6. Behavioral Factors including occupant behavior before, during and after the
                                                                                                         may influ
         impact, reaction to warnings, etc. are important influences in determining
                                                                                                         current" d
         injury severity or death.
                                                                                                        health cal
      The above list is by no means comprehensive. Coupled with the identification of
                                                                                                     2. Data coll
 the variables or indicators is the methodology used to collect them. Methodological
                                                                                                        effectiven
 issues are discussed in detail in the following section. This includes consideration of
 the perishability of the data, the sources of the data, and the means used to record                3. Impact p
 them.                                                                                                  Because·
                                                                                                        this pote.
                             Data Collection Methodology
                                                                                                        this phas
       Perhaps one of the most important issues discussed at the workshop was the
                                                                                                     4. Response
 preparedness aspect as it relates to data collection, and methodological issues. Specif­
                                                                                                        as the or
 ically, the definition and organization of the questions to be asked, when to ask them,
                                                                                                        in the re
 of whom, and by whom all need to be addressed before the fact. The following rec­
                                                                                                        collectior
 ommendations and observations were made with regard to data collection methods.
                                                                                                        health ai
       It is clear from past events that the existence of a defined set of focused yet
                                                                                                        injury de
 comprehensive questions is critical. To effectively improve preparedness and response
 capability at all levels, the "right" questions must be asked, and in a timely manner.              5. Follow-u
 The questions must serve to test particular hypotheses.           and address operational              plete the
 issues. Each discipline should develop its own questions, perhaps using appropriate                  The souret
 quantitative scales such as the injury severity score (14) and a corresponding scale             and ultimate,
i, and G. S. Smith     Considerationsin the Epidemiology
                                                            ofEarthquakeInjuries                                    515

     rsity, urban/rural     for classifying the collapsed state of a structure, and then incorporate these into a
     .gion, etc.            comprehensive survey instrument. If consensus can be reached on these questions , or
     :cupancy, "strength"   sets of questions, comparative studies of the effects of different earthquakes will be
     mstructural ele-       facilitated.
                                The questions should fit into a hierarchical model, with dimensions of time, disci­
                            pline and organizational level (e.g., on-site, local hospital, public health department,
    y   of injury, treat­   etc.) The consideration of a four-dimensional matrix was suggested, with the addi­
    and hospitaliza­        tional dimension of function, although in some cases, this may overlap the organi­
    also essential to       zationallevel axis. It should be noted that the organizational structure varies with
    ddition, special­       country.
    ;hquake-induced            What questions are to be asked is a function of time.          It is apparent that the
                            information needs vary dramatically from one phase to the next.
                                The timing of data collection may be divided into five phases, connected to the
    val time of SAR
                            five phases of disaster, all of which are important in the overall process :
     operationally.
                               1. Retrospective collection from past events, to whatever extent possible, which
    19 and after the
                                  may influence preparedness and planning activities. In addition, collection of
     in determining
                                   current data, as regards assessments (e.g., structural), preparedness (e .g., of
                                   health care system, SAR capability), etc. would be carried out in this phase .
    identification of
                               2. Data collection in the pre-disaster phase, as related to response to warnings ,
     ~ethodological
                                   effectiveness of preparedness plans, etc.
    consideration of
    s used to record           3. Impact phase: In most cases this is the most critical yet difficult data to obtain .
                                   Because of the initial chaotic state, it is generally extremely difficult to collect
                                   this potentially most perishable data. Raw video footage is of potential use in
                                   this phase.
rrkshop was the
                               4. Response phase collection is similar to the impact phase in many cases, although
cal issues. Specif­
                                  as the organized response begins to take over, collection is possible if included
hen to ask them,
                                   in the response plan. Collaboration with local teams may be important in this
he following rec­
                                   collection phase. During this time it is essential to make contact with local
ection methods.
                                   health authorities to ensure that collection of appropriate hospital and other
t    of focused yet
                                   injury data is possible.
ess and response
L   timely manner.             5. Follow-up, detailed data collection, using interviews and questionnaires, to com­
.ress operational                 plete the process begun in 3 and 4 . above.
sing appropriate
                                The source of the information in many cases will determine the level of de tail
responding scale            and ultimate application of the data. For example , in the impact or response phases ,
516                                     N, p, Jones, F. KrimgoJd, E. K,Noji, and G. S. Smith      Considerationsin th,

with regard to emergency medical response, questions asked concerning "needs" will                with building dan
certainly obtain different responses if health departments, hospital administrators,                  The National
individual physicians and rescue or EMT's are asked. Each group has its own view                  routinely conduct
and assessment of the situation.                                                                  quite different fro
      The priorities for data collection must be established a priori. In the impact and          be of use for guid
response phases, for example, data collection personnel must not be burdened with                     Data collectiO!
requirements to collect what may be termed archival information: records, reports                 being there to th
or data which are not immediately available, at the expense of perishable data which              and even between
may be available only in the context of the impact phase, or data which are critical              tion processes, ar
in terms of mobilization of response. The definition of data as perishable or archival           prepared to relea
depends crucially on the application, and such identification must be made in advance.           to the media, ar
      Development of data-collection instruments for the impact and response phases              can result in lOSE
must reflect the difficult situation which exists at such times. Questionnaires or forms         before organized
should allow for the collection of detailed and anecdotal information as it is available.        by untrained, loc
Terminology must be standardized across disciplines. Computers were suggested as                 fected populatior
potentially useful.                                                                              in preparing date'
      Development of a trial form for use in future incidents was considered a high                An important
priority. This could be circulated for review by each of the disciplines involved, and          connaissance tee.
tested in future events. A strategy for deployment of the form must also be developed.          collection methoc
      It was considered extremely important that response teams include personnel               tivities.
whose function is to collect data. Assessment teams, appropriately deployed, should
be responsible for gathering not only data which will be used in long-term analysis
and research tasks, but also "intelligence" information which can be used to guide
                                                                                                    Loss estimat.
SAR and medical personnel. Recorders of data and their sources must be identified.
                                                                                                preparedness ac:
The multidisciplinary nature of the data required must be captured in the collection
                                                                                                casualties. One (
instrument, yet reflect the fact that the collector will most likely not be an expert
                                                                                                epidemiologic stt
in more than one or two areas. Composition of assessment teams should reflect this
                                                                                               developed or ref
difficulty.
                                                                                                   Exactly wha
      Tracking victims through the response system was considered an important con­
                                                                                               carefully defined
sideration. In this way, outcomes can be related to circumstances of injury, on-site
                                                                                               lacerations, cont
treatment, extrication, transportation, and hospital treatment, and the timing of
                                                                                               so-called to distr
each.
                                                                                               Does the model
      Carefully designed, comprehensive follow-up, sample surveys of building occu­
                                                                                                   At the natio
pants should be conducted. Data should be collected on all occupants of damaged
                                                                                               injured. This in
structures, whether injured or not, and case studies conducted where possible. Data
                                                                                               and for respons
on the uninjured is potentially of great use in understanding interaction of occupants
                                                                                               to the planning
Ioji,   and G. S. Smith   Considerationsin the Epidemiology Earthquake
                                                          of         Injuries                                  517

    ·ning "needs" will    with building damage.
11 administrators,            The National Transportation Safety Board (N.T.S.B), and other organizations
    has its own view      routinely conduct post-disaster investigations. While in most cases the situations are
                          quite different from earthquake disasters, protocols have been developed which may
.n the impact and         be of use for guiding procedures in the latter event .
be burdened with             Data collection is not always simply a matter of having the questions defined, and
: records, reports        being there to the collect the data. Political problems, internationally, nationally,
shable data which         and even between organizational or responding departments can often hinder collec­
which are critical        tion processes, and restrict information flow. In many cases, sources are simply not
shable or archival        prepared to release, or allow access to, critical data. Researchers, or perceived links
    made in advance.      to the media, are often particularly suspect. Damage to facilities, e.g., hospitals,
r   response phases       can result in loss of information. How can data be collected in the critical hours
onnaires or forms         before organized rescue teams arrive, when a large numbers of rescues are performed
. as it is available.     by untrained, local volunteers. The psychologicaland emotional responses of an af­
vere suggested as         fected population (e.g., those who are in mourning or shock) need to be considered
                          in preparing data collection methodologies, particularly interviews.
onsidered a high              An important purpose of data collection is that of guiding response . Rapid re­
nes involved, and         connaissance techniques, facilitated through the development of appropriate data
ilso be developed.        collection methodologies, are necessary to guide impact and response-phase SAR ac­
nclude personnel          tivities.
 deployed, should
-ng-term analysis                                   Casualty Estimation Modeling
be used to guide             Loss estimation models are frequently used by planners and public officials in
ust be identified.        preparedness activities. "Loss" may refer to property and economic losses, or to
 in the collection        casualties. One of the potential uses for the data collected through earthquake injury
lot be an expert          epidemiologic studies is as a database with which casualty estimation models may be
hould reflect this        developed or refined. Much discussion at the workshop addressed this issue.
                              Exactly what a casualty estimation model is designed to accomplish must be
1   important con­        carefully defined. Are estimates of the breakdown of injuries given, e.g., orthopedic,
of injury, on-site        lacerations, contusions, etc.? Does the model predict final outcomes , or the initial or
rd the timing of          so-called to distribution of deaths and injury or injury severity before intervention?
                          Does the model produce aggregate information. or structure-specific informat.ion?
-f building occu­             At the national level it is important to make reliable estimates of the dead and
ants of damaged           injured. This includes, for preparedness and planning purposes, pre -event estimates,
'e possible. Data         and for response, impact or response-phase estimates, which represent refinements
.ion of occupants         to the planning model based on reconnaissance. The latter are necessary for the
518                                     N. P. Jones, F. KrimgoJd,E. K. Noji, and G. S. Smith   Considerations in the


allocation of resources after the event (28). At the local level, models predicting the           The usefulness·
SAR demand for particular structures are essential for effective responses.                    assessment and res
      Is it even possible to develop general models which are based on individual events       unlikely that detail
or individual structures or blocks of structures?     While this is a difficult task, the      or hazardous mate
consensus was that this is necessary. In addition to providing a rational method for              Intervention str
casualty estimation, which is essential to planners, such models enable the mechanism          For example, what
of injury in earthquakes to be elucidated through identification and observation of            rapid and effective
critical variables, and also provide a framework for data collection in future events          survival of a very         f

(32,33). While the development of comprehensive models was generally considered
important, there were questions raised as to the possibility of achieving a "universal
                                                                                                   The abili ty to
model."
                                                                                               but this capability
   One of the important features of such a model is the potential for identifying how
                                                                                               of hazardous [pote
the variables interact and how independent risk factors modulate the expected out­
                                                                                               mitigation activiti-
comes. Sensitivity of the model to small changes in the variables should be addressed.
                                                                                                   Effective chan,
Spatial models would greatly assist in resource allocation planning both before and
                                                                                               component of ear
after an event.
                                                                                               as related to injur
   The interactive relationship between modeling and data collection was stressed.
                                                                                               lack of a coherent
Proposed critical indicators, which become collected data (deductive), can be evalu­
                                                                                               is scarce, particulr
ated through the framework of a model (inductive), and revised, accepted or rejected
                                                                                               injury is assumed
through retrospective application.
                                                                                               characterization is
      There are some serious doubts as to the validity of existing casualty estimation
                                                                                               to the causal mec!
models -     both pre-event and post-event. While they often have been instrumental
                                                                                                   A number of i
in motivating preparedness activities, their reliability, and thereby usefulness for de­
                                                                                               factors on casualt
tailed planning are generally limited. Most are based on engineering models with little
                                                                                               initial usable volt
input from medicine or epidemiology. It is common for post-event damage estimates,
                                                                                               potential.   It is a   t
and therefore casualty estimates to initially err on the low side. This is perhaps a fault
                                                                                               throughout      the st
which lies with the organization and implementation of rapid post-event reconnais­
                                                                                               of building collap
sance. The problem is a difficult one: both the Mexico and Lorna Prieta earthquakes
                                                                                               both occupants      0:
exhibited localized areas of intense damage interspersed throughout large, relatively
                                                                                                   Are there des
 unaffected areas.
                                                                                               collapse and prov
      The development of probabilistic models is seen as an important need in this area.
                                                                                               some structures a
 Not only should expected numbers of casualties be given, but also the variances of
                                                                                               should the struct
 the estimates, and the associated statistical moments for the various variables and
                                                                                               suggested, but it
 indicators in the model. In this way, estimates can be improved (i.e., the variance of
                                                                                               for protection of
 the estimate reduced) as more data become available. Pre-event predictions can be
                                                                                                   The effect of ;
 modified quickly after the event by performing reconnaissance activities.
                                                                                               is important,    anc
Noji, and G. S. Smith   Considerationsin the Epidemiology EarthquakeInjuries
                                                         of                                                     519


 dels predicting the        The usefulness of models for SAR operations remains to be proven . While initial
 esponses.               assessment and resource allocation issues can be impacted by reliable models, it is
 n individual events     unlikely that detailed, on-site peculiarities are addressable (e.g., the presence of fire
 difficult task, the     or hazardous material risks) without first-hand information.
ational method for           Intervention strategies will affect outcomes, and models need to address this issue.
rble the mechanism       For example, what impact will SAR processes have in improving outcomes? Can a
and observation of       rapid and effective response system significantly reduce casualties or only affect the
an in future events      survival of a very small proportion of all casualties.
enerally considered                                       Engineering    Issues
ieving a "universal
                            The ability to make assessments about collapse potential of buildings is limited,
                         but this capability is important for pre-event estimation procedures. Identification
ror identifying how
                         of hazardous (potentially lethal) buildings in the anticipatory phase is important for
 the expected out­
                         mitigation activities. There have been some attempts to study collapse mechanics .
.ould be addressed.
Ig both before and


:tion was stressed.
ive), can be evalu­
                         is scarce, particularly quantitatively. The relationship between building damage and
:cepted or rejected
                         injury is assumed in a general sense, not established statistically or otherwise. This
                         characterization is needed to both enable correlation of the type and severity of injury
asualty estimation
                         to the causal mechanism and to assist in the triage, as described above.
been instrumental
                             A number of indicators were proposed as indicators for the effect of structural
. usefulness for de­
                         factors on casualty. Volume change, the ratio of the loss in usable volume to the
; models with little
                         initial usable volume is suggested as a measure of void potential, hence survival
damage estimates,
                         potential. It is a single-parameter estimate, however, and provides no differentiation
5 is perhaps a fault
                         throughout the structure, and has other limitations. Scales for quantifying "degrees
.t-event reconnais­
                         of building collapse" are needed. Separation of walls may have significant effects on
:>rietaearthquakes
                         both occupants or nearby pedestrians; this is difficult to quantify, in the usual sense.
ut large, relatively
                             Are there design techniques that can be used which address the possibilit y of
                         collapse and provide for "safe" regions or voids in the collapsed structure? In Texas,
t need in this area.
                         some structures are designed with a concrete core to afford protection from tornadoes
o the variances of
                         should the structure otherwise fail. In a similar vein , designing to provide voids was
ious variables and
                         suggested, but it is unlikely that clients would want to address such issues. Designing
e., the variance of
                         for protection of escape routes may be more acceptable.
oredictions can be
                              The effect of nonstructural components and building contents on occupant injury
                         .is important, and needs further study.
520                                       N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith   Considerations in


      Structural characteristics also relate to behavioral factors. For example, folk wis-.       and water leaks:
dom claims such things as: "run outside" or "do not run outside" or "wait three                   impact phase.
minutes then run outside;" "stand under a door frame;" and so on. The correct                         One issue rai
action depends on the particular structure. Detailed study should provide the basis               other factors in
for valid education to avoid incorrect actions being taken by occupants. Incorrect                building should :
extrapolations are often made.                                                                        While much,
      Development and testing of new SAR equipment is an engineering issue. Testing               noted that orga
and evaluation of equipment is necessary to determine what is the best to use in                  sponse. For exa
various applications. Most existing equipment has been adapted from other uses, and               which follows a
is not particularly well-suited to the collapsed building environment. For example,               needs to be stu:
determination of victim status after detection is important in terms of operational               body of research
decisions New specialized technologies potentially will suffer from the fact that they            both with regar
will generally not be mass-produced products, and there will be reluctance to pursue              research in eartJ
development in industry. Studies and development of SAR equipment should be
pursued in a focused and coordinated manner.
                                                                                                      Some discus
                                    Behavioral Issues
                                                                                                  injuries" and "«
  Behavioral aspects must be considered to produce effective casualty estimation                  earthquakes. (
models or for SAR operational guidelines.                                                         failures, e.g., re
      The basic behavioral questions are: What was an occupant doing when the earth­              classifications   0
quake occurred, what was his or her initial response and what did he or she do after              or at least defin
the earthquake? Why were these actions taken? Did they represent a learned re­                        While it was
sponse? Were factors like culture or age a factor? What behavior is appropriate?                  "requiring medi
What is inappropriate? Can public education programs provide valuable advice that                 it was noted th
people will use in the impact phase? Clearly, answers to these questions must be ob­              unreliable. To
tained from post-event interviews in most cases; data collection methodologies which              severity is imp
involve interviews should try to address these questions in addition to those relating            noted that botl
to structure and injury. It was noted that past studies on occupant behavior do ex­               personnel need
ist, such as the Imperial County Services Building during the 1979 Imperial Valley                needs to be de
earthquake (20).                                                                                  should be made
      o                                                                        epjCLe.mjology     and those treat
                                                                                                  of severity avai
occupant survival.                                                                                    Assessment
that a more site-specific approach is needed. The question was raised, however,                   backtracking ir
whether prior training does actually effectively change behavior under stress. More               concept of trac
research needs to be done in this area, and in the development of more effective                  tality, and det
teaching tools. It is likely that it is easier to teach behaviors such as checking for gas        intervention st
J'oji,and G. S. Smith   Considerationsin the Epidemiology
                                                             ofEarthquakeInjuries                                           521

     .xample, folk wis­      and water leaks after the earthquake than teaching appropriate behaviors during the
    e" or "wait three        impact phase.
     on. The correct            One issue raised during the discussions was how does behavior interact with the
     provide the basis       other factors in influencing survival? For example , the design of escape routes in a
    ipants. Incorrect        building should reflect behavioral as well as structural considerations .
                                While much discussion is focussedon individual victim/occupant response, it was
    ing issue. Testing       noted that organizational response is important , and its linkage to individual re­
    he best to use in        sponse. For example, how are rescue activities affected by the emotional response
    m other uses, and        which follows a devastating earthquake? The behavior of i~dividual rescuers also
    .nt, For example,        needs to be studied: what was their response, and was it modified by training? A
    ms of operational        body of research and experience exists on the mental health consequencesof disasters
    .he fact that they       both with regard to the the victims and the effect on SAR personnel. More detailed
    uctance to pursue        research in earthquake situations is needed.
    pment should be
                                                                 Injury Issues
                                                                                                                       cl::I.ikc:
                             injuries" and "earthquake deaths." Heart attacks are often claimed as induced by
 .sualty estimation          earthquakes. On the other hand, it is possible that deaths resulting from power
                                                       fa:i       3'j   not b                            rclate:i:l.
 g when the earth­
 he or she do after
 sent a learned re­             While it was suggested that injury could be defined by indicators or signs, such as
 Jr is appropriate?          "requiring medical care" or "requiring hospital care," rather than by using diagnoses,
 luable advice that          it was noted that these definitions will vary across cultures, perhaps making them
 ;tioos must be ob­          unreliable. To correlate building types with injuries, types of injury, and injury
 thodologies which           severity is important, as well as the number and distribution of injuries , It was
1 to those relating          noted that both types and numbers are important for the estimation of supplies and
it behavior do ex­           personnel needs. Such a classification system must be field applicable. More work
'9 Imperial Valley           needs to be done to develop simple severity measures (14). However, distinctions
                             should be ~ade between those requiring hospital (or emergency shelter 24-hour care)
jury epidemiology            and those treated as outpatients. At present, this represents the best simple indicator
hich may enhance             of severity available.
aeral; it is possible            Assessment of the number of out-of -hospital deaths is extremely difficult . Also,
; raised, however,           backtracking injuries from hospitals to specific buildings poses major problems. The
nder stress. More
 of more effective
1S checking for gas
522                                     N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith   Considerations in


      The use of injury severity scores as a means of providing detailed quantitative.
injury data was strongly advocated. Two different types of injury may generate iden­
                                                                                                   The possibili
tical injury severity scores, but the interventions they demand may be quite different.
                                                                                                in structures wa
It was suggested that there needs to be a larger database of detailed descriptive data
                                                                                                potentially fruit
on earthquake injuries. How do victims of collapsed structures differ from standard
                                                                                                in the automob
trauma victims? Can the data used from motor vehicle injury studies be extrapolated
                                                                                                to safer vehicles
to trapped earthquake victims?
                                                                                                While shaking .
      Appropriate interventions for various injuries or conditions need more research
                                                                                                frequently usin;
e.g., what are the best treatments for victims of crush syndrome? Do tranquilizers
                                                                                                structural engir
avoid the so-called "rescue death"? Animal models are currently being 'used to study
                                                                                                was noted that
crush and asphyxiation injuries and their treatment. What is the pathophysiology of
                                                                                                While not trad
the dying process? Research in resuscitation methodology (e.g., the role of surgery)
                                                                                                and housing mr
is needed. How can it be determined if amputation is necessary? Laboratory and
clinical studies are needed, as clinical research is difficult to do under pressure of              A related is
resuscitation.   Development of standards for treatments in disaster situations will            ios. These disa
improve aggregate medical response in such events. New specifically-designed EMS                exercises, home
equipment must be developed, and widely applicable to enable production. This is                ganizational re:
needed for both intensive individual care and standard mass care situations. Progress           and have prove
                                                                                                levels of respon
in disaster medicine may also lead to improvements in non-disaster EMS techniques.
                                                                                                and operationa
      A somewhat separate, but related, topic is the study of injuries to rescue work­
ers, both volunteer and professional. Of particular interest are the mental health
consequences of those involved in the stressful and demanding rescue process .
                                                                                                    The genera'
                               SAR Operational      Issues                                      discussed. Inte

  Some discussion 'occurred relative to operational organization and the Incident               critical phases
Command System (ICS). Past experience with ICS indicated that it worked best                    gathering and
when applied to situations for which it was designed. It was questionable whether an               It was cons
event such as an earthquake affecting a major city fell into this category. Problems            eration be give
with ICS have been identified during both disasters and drills . It was suggested that           and response.
ICS be thoroughly reviewed to ascertain whether it is adaptable to this context, and             shown that   mi

if not, develop a more appropriate system. It is noted that a significant strength of            must be aware

ICS is planning. Whether development of centralized or decentralized organization                or suspected c
in the response phase is desirable and appropriate was debated. Is it better to build            immobilized.
on existing emergency resources or to create a specialized disaster response center?                Possible av
                                                                                                 noted that res!
                                                                                                 data discussed
,foji.   nd C. S. Si'itilli


 ailed quantitative                                            Experimental Issues
 lay generate iden­
 be quite different.              The possibility of using experiments to study various aspects of the injury process
 d descriptive data            in structures was discussed. Full-scale testing and modeling of structures was seen as
 Ferfrom standard              potentially fruitful. It was noted that this approach has been used with some success
 es be extrapolated            in the automobile industry, where crash tests, using instrumented dummies, has led
                               to safer vehicles through improved structure performance and better safety devices.
 ed more research              While shaking tests using tables and reaction walls with model structures, and less
   Do tranquilizers            frequently using full-scale buildings, have been performed; their focus has been on
 .ing used to study            structural engineering. No injury modeling has been performed, except in Japan. It
 athophysiology of             was noted that studies of this type do not realistically account for behavioral effects.
 e role of surgery)            While not traditionally considered "engineered structures," experiments on houses,
  Laboratory and               and housing materials and components are needed to improve life-safety.
lnder pressure of                 A related issue, which may be considered "experimental" is the use of scenar­
 er situations will            ios. These disaster simulations can be made at various levels (e .g., workshops, field
lly-designed EMS               exercises, home safety drills) and can be used to test, in particular, behavior and or­
:>duction. This is             ganizational responses. These have been used successfully,for example, in California,
uations. Progress              and have proven to be powerful tools . In addition to providing exposure to various
 EMS techniques.               levels of responders to "realistic" disaster situations , studies made of the procedures
s to rescue work­              and operational effectiveness can augment the databases in this area.
he mental health
                                                             General Research Issues
ue process.
                                  The general question of the need for and effectiveness of international help was
                               discussed. International help must be considered a backup to local response in the
and the Incident               critical phases.   It was suggested that international responders are a resource for
.t it worked best              gathering and dissemination of information .
nable whether an                   It was considered important, in light of the above comments, that serious consid­
tegory. Problems               eration be given to training both local responders and communities in preparedness
as suggested that              and response. There are difficulties: the numbers of people are large; experience has
this context, and              shown that much of the information is not retained. Rescue workers , in particular,
Scant strength of              must be aware of the "dos and don 'ts" of light rescue: e.g. , patients with potential
ized organization              or suspected cervical spine injuries should be moved only after the neck has been
it better to build             immobilized.
esponse center?                   Possible avenues include the linking of training to the place of employment . It is
                               noted that rescue work must start immediately , with or without the rapid assessment
                               data discussed above.
524                                      N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith   Considerations in th.


      A large number of rescues are always self-rescues, or are performed by volunteers.         the integration of e
Planning for integration of local volunteers into the rescue effort should be taken              research is likely t<
seriously. The capacity of such resources should not be underestimated,         and in fact          It is anticipate
should be considered when evaluating an appropriate response. Information on local               also be applied to
EMS resources available is also needed in such an assessment. An important question                  Principal nee'd
is how is the communication between formal and informal groups established and
                                                                                                    1. The develop
how can it be made more effective? Should we, for example, be training formal SAR
                                                                                                       on injury, st
personnel in methods of coordinating volunteer teams rather than concentrating on
individual rescues?                                                                                 2. The study
   The SAR issue is a complex one. SAR is not always needed. Nor does it always                         gathering d
save the most lives. Nor is it necessarily "cost effective" when compared with mitiga­
tion measures. Public pressure may demand the implementation of professional SAR                    3. The prepa:
efforts, even though few, if any, persons remain alive. It is viewed by the public as a                 designed st
heroic response, and its presence, whether particularly effective or not, is necessary.
                                                                                                    4. The develo
Extrication difficulties with trapped victims still clearly pose a major problem, even
                                                                                                        ment.
if the numbers involved are not necessarily large. In terms of resource allocation,
however, an important fundamental question which must be addressed is whether
improved SAR technologies can save significant numbers of lives?
   Research in SAR and how to improve its overall effectiveness is therefore necessary.              Principal fur
Coordination of SAR resources is often a problem; specialized personnel are needed                dation (NSF), s
for heavy SARj can SAR teams be certified? It is noted that resuscitation and life­               Division of Crit
support should be part of SAR: The process should be designed accordingly. What                   National Center
can we learn from other SAR situations such as mine rescues?                                      6010 and 88-401
                                                                                                  for Internationa
                                      Conclusions
                                                                                                  acknowledged.
      The International   WorkJhop on Earthquake Injury Epidemiology for Mitigation
and Response held at The Johns Hopkins University in July, 1989 was an important
first step in defining the field of earthquake injury epidemiology, outlining potential
                                                                                                     1. Alexande
interventions which cou~dbe based on research findings, and reaching some agreement
                                                                                                        - 60.
on data collection needs and methodologies. The workshop, as outlined in the above
paper, did not provide answers to all the important problems associated with the                     2. de Bruyc
study of approaches to reduce the health consequences of earthquakes. However,                          Italy: Re
it has provided a clearer understanding of many of these problems and of possible                        1021 - 1C
directions for future research. To effect reductions in earthquake casualties in future
                                                                                                     3. de Bruy
events, contributions from many professions must be integrated and implemented
                                                                                                         Haly: M
in a rational and consistent manner. Just as epidemiology and other public health
                                                                                                         117.
principles have provided important new insights into the study of disease processes, so
l by volunteers.      the integration     of epidemiologic   techniques    to other disciplines involved in earthquake
 aould be taken        research   is likely to lead to better methods       to reduce casualties     in future earthquakes.
  ed, and in fact          It is anticipated that the lessons learned addressing the earthquake problem may
 nation    on local    also be applied to other natural (and technological) disasters.
 ort ant question          Principal needs identified during the workshop were:
 .stablished     and
 ng formal SAR            1. The development of standard data collection forms which can incorporate data
 'llcentrating    on          on injury, structural collapse and SAR response.

                          2. The study of historical events, in particular recent events, with a focus on
  does it always
                              gathering data on the above topics.
 ed wi th mi tiga­
 ofessionalSAR            3. The preparation        for data collection in future events and planning for well­
 the public as a              designed studies in anticipation of an event.
 t, is necessary.
                          4. The development of functional models for casualty estimation and needs assess­
  problem, even
                             ment.
tree allocation,
sed is whether                                                Acknowledgements

efore necessary.           Principal funding for the workshop was provided by the National Science Foun­
 nel are needed        dation (NSF), grant number CES-8815609, through Dr. William A. Anderson of the
.ation and life­       Division of Critical Engineering Systems. Additional support was provided by the
rdingly. What          National Center for Earthquake Engineering Research in Buffalo, grant numbers 88-
                       6010 and 88-4005, the Office of U.S. Foreign Disaster Assistance of the U.S. Agency
                       for International     Development, and the Hoechst Company. This support is gratefully
                       acknowledged.
for .Mitigation
; an important                                                    References
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                              - 60.
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                             Approaches and Issues for Future Research." P-350 - P-365.
illowing Earth-
                        30. Meli, R. "Modes of Failure of Buildings Under Seismic Actions." P-366 - P-377.
528                                  N. P Jones, F. Krirngold. E. K.   oji, and G. S. Smith


 31. Tanguchi, H., Miura, F., Mochizuki, T., and Inada, O. "Interpretation of Dam ­
                                                                                              -
                                                                                              5.
                                                                                              Bvaluatic
                                                                                              Seismic ~
     age to Houses and Casualties Relied on a Precise Evaluation of Earthquake
      Ground Motions in the Epicentral Region." P-378 - P-393.

 32. Scawthorn, C.E. "Estimation of Post-Earthquake Search and Rescue Personnel                    W. F. Marc:
      and Equipment Needs." P-394 - P-414.

 33. Steinbrugge, K. V. "Reducing Earthquake Casualties: An Overview." P-415
      P-419.
                                                                                                   A reevaluc
 34. Tiedemann, H. "Casualties as a Function of Building Quality and Earthquake                    during the
      Intensity." P-420 - P-434.                                                                   evaluate rr
                                                                                                   soils. The
 35. Abrams, J     "Detection and Extrication in the Armenian Earthquake ." P-435                  as propose
      - P-451.                                                                                     nia, and la
                                                                                                   Gonzalo C
 36. Charchoghlian, R., and Sekoyan, R.V. "The Earthquake in Armenia:              Conse­          mended aI
                                                                                                   which is ir
     quences and Problems." P-452 - P-457.
                                                                                                   a research
                                                                                                   and his co
 37. Comfort, L.K. "Suggested Problems for F ield Research in Earthquake Disaster
                                                                                                   based con
     Operations." P-458 - P-459.

 38. Comfort, L.K. "Reflections on the Armenia Earthquakes." P-460 P-461

 39. Pesola, G., Bayshtok, V., and Kvetan, V. "American Critical Care Team at a                    Ever since
     Foreign Disaster Site: The Armenian Experience." P-462 - P-465.                          and Niigata, Jc
                                                                                              during earthqu
 40. Ricci, E.M., Pretto, E., Klain, M., and Safar, P. "Retrospective Disaster Re­            understanding
      animatology Study of the Earthquake in Armenia in December 1988." P-466-                Excellent surru
      P-493.                                                                                  and state of th
                                                                                              by Yoshimi et
 41. Hays, W.W "Data Acquisition for Earthquake Hazard Mitigation."               P-494       Research Cow
      P-502.                                                                                       As a resu.
                                                                                              February 1971
                                                                                              the Lower San
                                                                                              investigations,
                                                                                              embankment (


                                                                                                  (WFM,1'.
                                                                                              Experiment St

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Considerations in the epidemiology of earthquake injuries

  • 1.
  • 2. 4. Considerations in the Epidemiology of Earthquake Injuries Nicholas P. Jones, M.EERl, Frederick Krimgold, M.EERl, Eric K. Noji, M.EERl, and Gordon S. Smith, M.EERl In July, 1989, a workshop entitled "Earthquake Injury Epidemiology for Mitigation and Response" was held at The Johns Hopkins University in Baltimore, Maryland, U.S.A. The aim of the wo rkshop. was to gather a group of interested professionals, all directly or peripherally interested in the research, planning, mitigation, and response aspects associated with earthquake-induced injuries and deaths, to lay the foundations and begin to develop a research agenda for this emerging field. This was achieved by a combination of presentation of summary papers , discussions in small, multidisciplinary working groups, and plenary wrap-up and discussion ses­ sions. The papers and transcriptions are available from the authors. The following paper presents a condensation and summary of the workshop , its discussions, and its important conclusions . References are cited where appropriate; much of the content reflects a condensation of the discussions. Introduction Significant resources in research support and effort have been expended on the problem of earthquake hazard mitigation over the past twenty years. Most of this research effort has been directed toward questions of geophysical research and struc­ tural engineering. While this expenditure of effort has been appropriate in terms of advancing scientific understanding of the underlying phenomena responsible for earthquake losses, the principal threat of earthquakes is loss of human life. Material loss is for the most part replaceable or subject to compensation. The tragic fact is (NPJ) Dept. Civ, Engrg., The Johns Hopkins Univ ., Baltimore, Md 21218-2699 (FK) College Arch. & Urb. Studies, Virginia Polytech. Inst. & State Univ., Alex., Va 22314. (EKN) Dept. Emerg. Med., The Johns Hopkins Univ., Baltimore, Md 21205 (GSS) Injury Prevo Ctr., The Johns Hopkins Univ., Baltimore, Md 21205 507 '1:Earthquake Spectra. Vol. 6. No.3. 1990 .' ... ;.~,' ,..:",__ i' . ' _ ~ .', . ." __~ ~'. . "• _.
  • 3. 508 N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith Considerations in that earthquakes continue to consume human beings. The specific mechanisms of • To review death and injury in earthquakes have not yet been the subject of extensive study. This inch; Early work by epidemiologists suggests, however, that efforts to reduce earthquake­ injury pat related fatality and injury may benefit from more disciplined study (1-4,8,9,11,14,15). Subsequent work by architects and engineers has pointed to the possibility of more • To define the scope rigorous data gathering in the aftermath of major earthquakes (12,13). the establ. Until recently, there has been no effective or coordinated program of research into earthquake injury epidemiology. While there have been a few preliminary stud­ • To identif ies from individual researchers in several disciplines, this topic has suffered the fate made, or 1 of many trans disciplinary problems. It has been dealt with peripherally by several disciplines, but not accepted as the central responsibility of any particular research • To identif group. The topic is difficult to approach from any narrow disciplinary background, • To introdi as it requires the collaboration of several disciplines. First, it is necessary to un­ municatio derstand the mechanisms of physical failure in earthquakes. This requires structural ing, earth engineering and architectural competence. Secondly, it is necessary to understand and rescue the process of human injury in earthquake-induced building failure. The implications of building/occupant interaction are the critical issue in prevention of life loss and • To enhanc injury. Understanding these medical aspects, as well as the behaviors influencing the practition. outcomes requires both physicians and social scientists. Thirdly, it is necessary to • To formulr develop an analytical framework for the analysis of injury patterns and the relation­ ship between specific causative agents and their negative consequences (15-20). The involvement of epidemiologists, particularly those familiar with injuries, is essential. This epidemiological dimension has only recently begun to be explored. In a major The workshc earthquake, such as the 1985 Mexican or 1988 Armenian events, intensive ground to developing th shaking near populated areas can result in the severe damage and even collapse of • The works inadequately-constructed buildings. The potential for loss of life in such a collapse is appropriat high, in addition to the economic loss associated with the structure and its contents. Preliminary results are now becoming available from these events. Partial results • The subje have been collected from Chile (1985) (20), the Southern Italian earthquake (1980) injury epic (2,3) and Tangshan (1976) (10). There is now enough data available to initiate serious aspects? discussion and to raise serious methodological issues. • Presentati In response to this need, an international workshop on the epidemiology of injuries necessary. in natural disasters, specifically earthquakes, was organized by the authors of this paper and held at The Johns Hopkins University in Baltimore, Maryland, U.S.A. in Presented bl July, 1989. during the discu The basic objectives of the workshop were the following: are available (J(
  • 4. [i, and G. S. Smith Considerations in the Epidemiology of Earthquake Injuries 509 : mechanisms of • To review the state of the art in the rather diversefieldof disaster epidemiology. extensive study. This included reviews of data collected in past events of causes of death and uce earthquake­ injury patterns. -4,8,9,11,14,15 ). ssibility of more • -To define the field of ea rthquake injury epidemiology. This included defining the scope of the problem area, identifying the applications for the research, and the establishment of a research agenda. • To identify relevant expertise. Who are the individuals/organizations who have made, or have the potential for making, significantcontributions in the area? • To identify and unify relevant sources of data. • To introduce the problem area to related research communities and begin com­ munication between relevant groups, including architecture, structural engineer­ ing, earthquake engineering, emergency medicine, injury epidemiology, search and rescue (SAR), occupant safety, and occupant behavior . • To enhance communication between the research community and the user or practitioner community concerned with life safety in buildings. Organization of the Workshop The workshop was held over a three-day period. Careful consideration was given to developing the structure and organization of the workshop for several reasons : • The workshop was multidi.!ciplinary. Care was taken to ensure adequate and appropriate mixing of participants from the variousprofessionsdiscussed above. • The subject was relatively poorly defined i.e., what, precisely, is earthquake injury epidemiology,and how does it interface with the mitigation and response aspects? . logy of injuries • Presentation of past research from the perspective of the various disciplineswas Luthors of this necessary. and, U.S.A. in Presented below 15 a summary of the discussions and important points raised during the discussions. These are presented in summary form; detailed ·transcriptions are available (Jones et al. 1989).
  • 5. 510 N. P. Jones, E Krimgold, E. K. Noji, and G. S. Smith Considerationsir Summary of Discussions of epidemiologi­ used to effect cr The most fundamental question raised was what is the precise purpose and def­ response. In pe inition of earthquake injury epidemiology? What information is needed, for what significant effec application will it be used, and can it be gathered in a quantitative, rather than Consider th qualitative way? Can it be used to help mitigate future impacts? The associated to on-site medi methodological question is: What are the ques tions that need to be asked and meth­ ate, post-hospi ods used to obtain this information? Can epidemiologic methods be used to study process", e.g., ' this problem, and the various processes involved, in such a way as to provide insights clear that the t into the answers to some of the above questions? ent levels of de The purpose of earthquake injury epidemiology is to determine the distribution of Whether inforn death and injury in earthquakes, and in particular to consider the causal mechanism block, developr: of the fatal or nonfatal injury. The causal mechanism is difficult to define precisely, as lection method, are the appropriate variables and indicators describing it. It is necessary to consider The medical re hazard exposure, construction types and their performance during earthquakes, in­ operation. It is fluence of nonstructural components and building contents, occupancy and occupant erational struct bese these in future interaction of several disciplines. For the above components, there are large differences from country to country; The inform international interaction is also needed. Standardization of terminology and method­ not been coUec ologies must therefore transcend cultural as well as disciplinary boundaries. Whether difficult to colle such a multidisciplinary and multinational approach is feasible is open to some ques­ from the rescu­ tion. lacking; there 1: Unfortunately, it is not clear from the relatively sketchy data that are available restrictions oft from past earthquakes exactly where the efforts and finances should be focused. If emergency int. it is found, for example, that most severe injuries or deaths are resulting from inap­ those who can propriate responses on the part of the victims , then education should be targeted as improved metl: a priority item. If a large number of people are dying because they are not being extricated quickly enough, then extrication or rescue equipment needs improvement . If a large number of people are dying after extrication then it is necessary to improve The usefuh emergency treatment procedures. Unfortunately, the above scenarios are specula­ the methodolo tive: detailed epidemiologic studies of injuries in past events have not, in general, is often no di: occurred. The information required to make the type of decision exemplified above hospital admis is not available. earthquake-rei The purpose of disaster epidemiology, as suggested b y the workshop title and of severity (4) echoed repeatedly by workshop participants is mitigation and response: The results there is a reasc
  • 6. and G. S. Smith Considerations in the Epidemiology of Earthquake Injuries 511 of epidemiologic studies of injuries in disasters, in this case earthquakes, are to be used to effect casualty reduction by improving both mitigation, or preparedness, and .rpose and def­ response. In particular, the behavior of victims during the impact phase may have eded, for what significant effect on their outcomes. e, rather than Consider the medical aspect of the relief phase. This aspect can be broken down The associated to on-site medical assistance, transportation, hospital treatment and, if appropri­ .ked and rneth- ate, post-hospital care. At this scale, identification of a weak link in the "medical used to study process", e.g., transportation delays, can be important to enhancing survival. It is 'rovide insights clear that the types of information needed at this stage in the process require differ ­ ent levels of detail, and are required by different personnel in different time frames. distribution of Whether information is needed at the level corresponding to a particular structure, sal mechanism block, development, town, city or country has a profound influence on the data col­ ne precisely, as lection methodology implemented and on the types of questions which must be asked. ary to consider The medical response must also then be somehowaggregated into the total response lrthquakes, in­ operation. It is important to identify where problems may have occurred in this op­ . and occupant erational structure in the past, and efforts made to establish procedures to minimize ovided. These these in future events. but require the Data Needs and Collection Methodology ry to country; The information that is needed in the immediate response phase has generally y and method­ not been collected in the past. There are a number of reasons for this: the data are aries, Whether difficult to collect; time spent collecting this information is often viewed as detracting to some ques- from the rescue effort; the exact definition of what data to collect has generally been lacking; there has been no person with the soleresponsibility for data collection; access .t are available restrictions often hamper the data collection effort. The primary focus of immediate be focused. If emergency intervention in the response phase is to reduce human losses: to save ing from inap­ those who can be saved. Unfortunately, due to the paucity of data, development of be targeted as improved methods has been limited. are not being improvement. Data Sources from Past Events ary to improve The usefulness of past data is difficult to assess in general terms, and depends on -s are specula­ the methodology used and questions asked in the collection. As an example, there ot , in general, is often no distinction made in the time period following an earthquake whether nplified above hospital admissions are earthquake-related or not: they are often just assumed to be earthquake-related. Often the definition of injury is unclear and gives no indication shop title and of severity (4). Discrimination requires a detailed follow-up study. In most cases, re: The resuIts there is a reasonable amount of data available as regards structural performance, but
  • 7. 512 · P. Jones, F. Krimgold, E. K. oji, and G. S. Smith Considerationsin data on injury which are any more than anecdotal are scarce. Even fewer cases exist The 1987WI where specific injury-structure interaction data are avai lable. rian Hospital ap studies have alsr The 1988 A amounts of dat techniques such as record searching or questionnaire distribution require much effort. views, to captui It is considered that sufficient data exist on past events that comparative studies may due to the exter now begin to be made. tion of the even A number of quakes were me of quantitative: for the Peruvia of questionable Other types of "disasters" may provide useful information relevant to the earth ­ may also be avt quake injury problem. For example, the Kansas City Hyatt skywalk collapse, the General SOt Bridgeport L'Ambience Plaza collapse, tornado, hurricane, fire, terrorist bombing, records, and .tl and mine-related collapses all potentially present mass casualty situations. While Office of U.S. F the specific details of the collapse or mechanisms of injury may vary, parallels may and other disas provide insight. these sources c: As an example of the possible use of past earthquakes as sources of data, some While even discussion at the workshop focused on the significant effort that has been made re­ existing data sc cently to compile data from the 1906 San Francisco earthquake, using newspaper limitations of t accounts, letters, coroner's records and U.S . Army archives (6). Building information is also available. While incomplete, it may be possible to generate some structural performance-morbidity /mortality correlations. Data are likely to exist on the Vet­ It was clea; eran's Administration hospital collapse in the 1971 San Fernando earthquake with mechanism of i the L.A. Fire Department or the V.A. itself. The Ministry of Health in San Sal­ It is import vador has some information on the Ruben Dario collapse, and some injury-structure are identified, studies were performe~. The Romanian earthquake (1976) is considered a source of scope of data behavioral and structural data as related to injuries. questions askec Some opportunities appear to remain from the 1985 Mexicoearthquake . A database repetitive data on the organizational aspects exists at the Disaster Research Center at the Univer­ The types sity of Delaware. Injury data is apparently available at the Juarez Hospital and the the data into E General Hospital, and there is some structural data available also . Surprisingly, the engineering data available on collapsed structures in Mexico is rather scarce, as these 1. Earthqu; buildings were cleared away as soon as possible after the earthquake. location
  • 8. i, and G. S. Smith Considerationsin the Epidemiology Earthquake of Injuries 513 ewer cases exist The 1987 Whittier Narrows earthquake is a possible source for data. The Presbyte­ rian Hospital apparently has information on 250-300 people injured. Some behavioral studies have also been done, and structural information is sure to be a vailable. .s, and assist in The 1988 Armenian event presents a rather unique possibility to collect large labor intensive: amounts of data. Projects are currently underway, making particular use of inter ­ ire much effort. views, to capture as much information as possible. It has been speculated, however, ive studies may due to the extent of the catastrophe, that many records were lost , making reconstruc­ tion of the event difficult. affecting urban A number of other potential sources were discussed . "Ancient" or historical earth­ environments is quakes were mentioned. It is unlikely that such events would yield much in the way from the Glass of quantitative injury-structure data, or even injury data. Selected data are available . (5) to planning for the Peruvian and Chilean earthquakes related to injuries, but the latter may be of questionable validity. Archival data on Italian, Iranian and Japanese earthquakes :1tto the earth­ may also be available, but again the data are considered poor. lk collapse, the General sources of information were mentioned such as hospital and doctor 's rorist bombing, records, and the journals and archives of historical and geological societies. The uations. While Office of U.S. Foreign Disaster Assistance maintains a database on past earthquakes r, parallels may and other disasters, but not in a detailed form. While not all necessarily complete, these sources can serve to provide as complete a picture as possible of past events . s of data, some While even the above list is incomplete, it was deemed important to investigate : been made re­ existing data sources for as much useful information as possible, keeping in mind the sing newspaper limitations of the data, and inherent uncertainties and lack of reliability. ing information some structural Identification of Critical Variables :ist on the Vet­ It was clear that a better database of statistical information relating injuries to arthquake with mechanism of injury is required. lth in San Sal ­ It is important that the appropriate variables or indicators, and their interactions injury-structure are identified, in the generation of a multivariate model of outcome. The type and ered a source of scope of data required must be defined based on the focus of the study, and the questions asked must reflect what weknow already, to avoid collection of unnecessaril y lake. A database repetitive data and improve the level of detail and quality. . at the Univer­ The types of data to be collected will vary, as stated. It is convenient to group .ospital and the the data into several categories, and give examples: iurprisingly, the scarce, as these Earthquake Information such as time of day , magnitude and local intensity, and location of epicenter relative to site of interest.
  • 9. 514 N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith Considerations in 2. Demographic Data reflecting spatial variations in population dens ity, urban/rural for classifying t. distinctions, the economic and cultural characteristics of the region, etc . comprehensive s sets of question: 3. Building Characteristics such as construction type, materials, occupancy, "strength" facilitated. on an appropriate scale, collapse or damage characteristics, nonstructural ele­ The questior ment performance, evidence of fire, and so on. pline and organ 4. Me<ll!=MTreatment _Chcy:acteristi~including nature and severity of injury, treat­ etc.) The consi ment received, cause of death, times of discovery, extrication and hospitaliza­ tional dimensio tion, hospital treatment received, final outcome. etc. It is also essential to zational level a: collect detailed data on the precise mechanism of injury . In addition, special­ country. ized data may be needed, e.g., to evaluate the incidence of earthquake-induced What quest heart attacks in victims. information nee The timing. 5. S.ARJnformation such as method and time of extrication, arrival time of SAR five phases of d equipment, effectiveness of SAR response both technically and operationally. 1. Retrosper 6. Behavioral Factors including occupant behavior before, during and after the may influ impact, reaction to warnings, etc. are important influences in determining current" d injury severity or death. health cal The above list is by no means comprehensive. Coupled with the identification of 2. Data coll the variables or indicators is the methodology used to collect them. Methodological effectiven issues are discussed in detail in the following section. This includes consideration of the perishability of the data, the sources of the data, and the means used to record 3. Impact p them. Because· this pote. Data Collection Methodology this phas Perhaps one of the most important issues discussed at the workshop was the 4. Response preparedness aspect as it relates to data collection, and methodological issues. Specif­ as the or ically, the definition and organization of the questions to be asked, when to ask them, in the re of whom, and by whom all need to be addressed before the fact. The following rec­ collectior ommendations and observations were made with regard to data collection methods. health ai It is clear from past events that the existence of a defined set of focused yet injury de comprehensive questions is critical. To effectively improve preparedness and response capability at all levels, the "right" questions must be asked, and in a timely manner. 5. Follow-u The questions must serve to test particular hypotheses. and address operational plete the issues. Each discipline should develop its own questions, perhaps using appropriate The souret quantitative scales such as the injury severity score (14) and a corresponding scale and ultimate,
  • 10. i, and G. S. Smith Considerationsin the Epidemiology ofEarthquakeInjuries 515 rsity, urban/rural for classifying the collapsed state of a structure, and then incorporate these into a .gion, etc. comprehensive survey instrument. If consensus can be reached on these questions , or :cupancy, "strength" sets of questions, comparative studies of the effects of different earthquakes will be mstructural ele- facilitated. The questions should fit into a hierarchical model, with dimensions of time, disci­ pline and organizational level (e.g., on-site, local hospital, public health department, y of injury, treat­ etc.) The consideration of a four-dimensional matrix was suggested, with the addi­ and hospitaliza­ tional dimension of function, although in some cases, this may overlap the organi­ also essential to zationallevel axis. It should be noted that the organizational structure varies with ddition, special­ country. ;hquake-induced What questions are to be asked is a function of time. It is apparent that the information needs vary dramatically from one phase to the next. The timing of data collection may be divided into five phases, connected to the val time of SAR five phases of disaster, all of which are important in the overall process : operationally. 1. Retrospective collection from past events, to whatever extent possible, which 19 and after the may influence preparedness and planning activities. In addition, collection of in determining current data, as regards assessments (e.g., structural), preparedness (e .g., of health care system, SAR capability), etc. would be carried out in this phase . identification of 2. Data collection in the pre-disaster phase, as related to response to warnings , ~ethodological effectiveness of preparedness plans, etc. consideration of s used to record 3. Impact phase: In most cases this is the most critical yet difficult data to obtain . Because of the initial chaotic state, it is generally extremely difficult to collect this potentially most perishable data. Raw video footage is of potential use in this phase. rrkshop was the 4. Response phase collection is similar to the impact phase in many cases, although cal issues. Specif­ as the organized response begins to take over, collection is possible if included hen to ask them, in the response plan. Collaboration with local teams may be important in this he following rec­ collection phase. During this time it is essential to make contact with local ection methods. health authorities to ensure that collection of appropriate hospital and other t of focused yet injury data is possible. ess and response L timely manner. 5. Follow-up, detailed data collection, using interviews and questionnaires, to com­ .ress operational plete the process begun in 3 and 4 . above. sing appropriate The source of the information in many cases will determine the level of de tail responding scale and ultimate application of the data. For example , in the impact or response phases ,
  • 11. 516 N, p, Jones, F. KrimgoJd, E. K,Noji, and G. S. Smith Considerationsin th, with regard to emergency medical response, questions asked concerning "needs" will with building dan certainly obtain different responses if health departments, hospital administrators, The National individual physicians and rescue or EMT's are asked. Each group has its own view routinely conduct and assessment of the situation. quite different fro The priorities for data collection must be established a priori. In the impact and be of use for guid response phases, for example, data collection personnel must not be burdened with Data collectiO! requirements to collect what may be termed archival information: records, reports being there to th or data which are not immediately available, at the expense of perishable data which and even between may be available only in the context of the impact phase, or data which are critical tion processes, ar in terms of mobilization of response. The definition of data as perishable or archival prepared to relea depends crucially on the application, and such identification must be made in advance. to the media, ar Development of data-collection instruments for the impact and response phases can result in lOSE must reflect the difficult situation which exists at such times. Questionnaires or forms before organized should allow for the collection of detailed and anecdotal information as it is available. by untrained, loc Terminology must be standardized across disciplines. Computers were suggested as fected populatior potentially useful. in preparing date' Development of a trial form for use in future incidents was considered a high An important priority. This could be circulated for review by each of the disciplines involved, and connaissance tee. tested in future events. A strategy for deployment of the form must also be developed. collection methoc It was considered extremely important that response teams include personnel tivities. whose function is to collect data. Assessment teams, appropriately deployed, should be responsible for gathering not only data which will be used in long-term analysis and research tasks, but also "intelligence" information which can be used to guide Loss estimat. SAR and medical personnel. Recorders of data and their sources must be identified. preparedness ac: The multidisciplinary nature of the data required must be captured in the collection casualties. One ( instrument, yet reflect the fact that the collector will most likely not be an expert epidemiologic stt in more than one or two areas. Composition of assessment teams should reflect this developed or ref difficulty. Exactly wha Tracking victims through the response system was considered an important con­ carefully defined sideration. In this way, outcomes can be related to circumstances of injury, on-site lacerations, cont treatment, extrication, transportation, and hospital treatment, and the timing of so-called to distr each. Does the model Carefully designed, comprehensive follow-up, sample surveys of building occu­ At the natio pants should be conducted. Data should be collected on all occupants of damaged injured. This in structures, whether injured or not, and case studies conducted where possible. Data and for respons on the uninjured is potentially of great use in understanding interaction of occupants to the planning
  • 12. Ioji, and G. S. Smith Considerationsin the Epidemiology Earthquake of Injuries 517 ·ning "needs" will with building damage. 11 administrators, The National Transportation Safety Board (N.T.S.B), and other organizations has its own view routinely conduct post-disaster investigations. While in most cases the situations are quite different from earthquake disasters, protocols have been developed which may .n the impact and be of use for guiding procedures in the latter event . be burdened with Data collection is not always simply a matter of having the questions defined, and : records, reports being there to the collect the data. Political problems, internationally, nationally, shable data which and even between organizational or responding departments can often hinder collec­ which are critical tion processes, and restrict information flow. In many cases, sources are simply not shable or archival prepared to release, or allow access to, critical data. Researchers, or perceived links made in advance. to the media, are often particularly suspect. Damage to facilities, e.g., hospitals, r response phases can result in loss of information. How can data be collected in the critical hours onnaires or forms before organized rescue teams arrive, when a large numbers of rescues are performed . as it is available. by untrained, local volunteers. The psychologicaland emotional responses of an af­ vere suggested as fected population (e.g., those who are in mourning or shock) need to be considered in preparing data collection methodologies, particularly interviews. onsidered a high An important purpose of data collection is that of guiding response . Rapid re­ nes involved, and connaissance techniques, facilitated through the development of appropriate data ilso be developed. collection methodologies, are necessary to guide impact and response-phase SAR ac­ nclude personnel tivities. deployed, should -ng-term analysis Casualty Estimation Modeling be used to guide Loss estimation models are frequently used by planners and public officials in ust be identified. preparedness activities. "Loss" may refer to property and economic losses, or to in the collection casualties. One of the potential uses for the data collected through earthquake injury lot be an expert epidemiologic studies is as a database with which casualty estimation models may be hould reflect this developed or refined. Much discussion at the workshop addressed this issue. Exactly what a casualty estimation model is designed to accomplish must be 1 important con­ carefully defined. Are estimates of the breakdown of injuries given, e.g., orthopedic, of injury, on-site lacerations, contusions, etc.? Does the model predict final outcomes , or the initial or rd the timing of so-called to distribution of deaths and injury or injury severity before intervention? Does the model produce aggregate information. or structure-specific informat.ion? -f building occu­ At the national level it is important to make reliable estimates of the dead and ants of damaged injured. This includes, for preparedness and planning purposes, pre -event estimates, 'e possible. Data and for response, impact or response-phase estimates, which represent refinements .ion of occupants to the planning model based on reconnaissance. The latter are necessary for the
  • 13. 518 N. P. Jones, F. KrimgoJd,E. K. Noji, and G. S. Smith Considerations in the allocation of resources after the event (28). At the local level, models predicting the The usefulness· SAR demand for particular structures are essential for effective responses. assessment and res Is it even possible to develop general models which are based on individual events unlikely that detail or individual structures or blocks of structures? While this is a difficult task, the or hazardous mate consensus was that this is necessary. In addition to providing a rational method for Intervention str casualty estimation, which is essential to planners, such models enable the mechanism For example, what of injury in earthquakes to be elucidated through identification and observation of rapid and effective critical variables, and also provide a framework for data collection in future events survival of a very f (32,33). While the development of comprehensive models was generally considered important, there were questions raised as to the possibility of achieving a "universal The abili ty to model." but this capability One of the important features of such a model is the potential for identifying how of hazardous [pote the variables interact and how independent risk factors modulate the expected out­ mitigation activiti- comes. Sensitivity of the model to small changes in the variables should be addressed. Effective chan, Spatial models would greatly assist in resource allocation planning both before and component of ear after an event. as related to injur The interactive relationship between modeling and data collection was stressed. lack of a coherent Proposed critical indicators, which become collected data (deductive), can be evalu­ is scarce, particulr ated through the framework of a model (inductive), and revised, accepted or rejected injury is assumed through retrospective application. characterization is There are some serious doubts as to the validity of existing casualty estimation to the causal mec! models - both pre-event and post-event. While they often have been instrumental A number of i in motivating preparedness activities, their reliability, and thereby usefulness for de­ factors on casualt tailed planning are generally limited. Most are based on engineering models with little initial usable volt input from medicine or epidemiology. It is common for post-event damage estimates, potential. It is a t and therefore casualty estimates to initially err on the low side. This is perhaps a fault throughout the st which lies with the organization and implementation of rapid post-event reconnais­ of building collap sance. The problem is a difficult one: both the Mexico and Lorna Prieta earthquakes both occupants 0: exhibited localized areas of intense damage interspersed throughout large, relatively Are there des unaffected areas. collapse and prov The development of probabilistic models is seen as an important need in this area. some structures a Not only should expected numbers of casualties be given, but also the variances of should the struct the estimates, and the associated statistical moments for the various variables and suggested, but it indicators in the model. In this way, estimates can be improved (i.e., the variance of for protection of the estimate reduced) as more data become available. Pre-event predictions can be The effect of ; modified quickly after the event by performing reconnaissance activities. is important, anc
  • 14. Noji, and G. S. Smith Considerationsin the Epidemiology EarthquakeInjuries of 519 dels predicting the The usefulness of models for SAR operations remains to be proven . While initial esponses. assessment and resource allocation issues can be impacted by reliable models, it is n individual events unlikely that detailed, on-site peculiarities are addressable (e.g., the presence of fire difficult task, the or hazardous material risks) without first-hand information. ational method for Intervention strategies will affect outcomes, and models need to address this issue. rble the mechanism For example, what impact will SAR processes have in improving outcomes? Can a and observation of rapid and effective response system significantly reduce casualties or only affect the an in future events survival of a very small proportion of all casualties. enerally considered Engineering Issues ieving a "universal The ability to make assessments about collapse potential of buildings is limited, but this capability is important for pre-event estimation procedures. Identification ror identifying how of hazardous (potentially lethal) buildings in the anticipatory phase is important for the expected out­ mitigation activities. There have been some attempts to study collapse mechanics . .ould be addressed. Ig both before and :tion was stressed. ive), can be evalu­ is scarce, particularly quantitatively. The relationship between building damage and :cepted or rejected injury is assumed in a general sense, not established statistically or otherwise. This characterization is needed to both enable correlation of the type and severity of injury asualty estimation to the causal mechanism and to assist in the triage, as described above. been instrumental A number of indicators were proposed as indicators for the effect of structural . usefulness for de­ factors on casualty. Volume change, the ratio of the loss in usable volume to the ; models with little initial usable volume is suggested as a measure of void potential, hence survival damage estimates, potential. It is a single-parameter estimate, however, and provides no differentiation 5 is perhaps a fault throughout the structure, and has other limitations. Scales for quantifying "degrees .t-event reconnais­ of building collapse" are needed. Separation of walls may have significant effects on :>rietaearthquakes both occupants or nearby pedestrians; this is difficult to quantify, in the usual sense. ut large, relatively Are there design techniques that can be used which address the possibilit y of collapse and provide for "safe" regions or voids in the collapsed structure? In Texas, t need in this area. some structures are designed with a concrete core to afford protection from tornadoes o the variances of should the structure otherwise fail. In a similar vein , designing to provide voids was ious variables and suggested, but it is unlikely that clients would want to address such issues. Designing e., the variance of for protection of escape routes may be more acceptable. oredictions can be The effect of nonstructural components and building contents on occupant injury .is important, and needs further study.
  • 15. 520 N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith Considerations in Structural characteristics also relate to behavioral factors. For example, folk wis-. and water leaks: dom claims such things as: "run outside" or "do not run outside" or "wait three impact phase. minutes then run outside;" "stand under a door frame;" and so on. The correct One issue rai action depends on the particular structure. Detailed study should provide the basis other factors in for valid education to avoid incorrect actions being taken by occupants. Incorrect building should : extrapolations are often made. While much, Development and testing of new SAR equipment is an engineering issue. Testing noted that orga and evaluation of equipment is necessary to determine what is the best to use in sponse. For exa various applications. Most existing equipment has been adapted from other uses, and which follows a is not particularly well-suited to the collapsed building environment. For example, needs to be stu: determination of victim status after detection is important in terms of operational body of research decisions New specialized technologies potentially will suffer from the fact that they both with regar will generally not be mass-produced products, and there will be reluctance to pursue research in eartJ development in industry. Studies and development of SAR equipment should be pursued in a focused and coordinated manner. Some discus Behavioral Issues injuries" and "« Behavioral aspects must be considered to produce effective casualty estimation earthquakes. ( models or for SAR operational guidelines. failures, e.g., re The basic behavioral questions are: What was an occupant doing when the earth­ classifications 0 quake occurred, what was his or her initial response and what did he or she do after or at least defin the earthquake? Why were these actions taken? Did they represent a learned re­ While it was sponse? Were factors like culture or age a factor? What behavior is appropriate? "requiring medi What is inappropriate? Can public education programs provide valuable advice that it was noted th people will use in the impact phase? Clearly, answers to these questions must be ob­ unreliable. To tained from post-event interviews in most cases; data collection methodologies which severity is imp involve interviews should try to address these questions in addition to those relating noted that botl to structure and injury. It was noted that past studies on occupant behavior do ex­ personnel need ist, such as the Imperial County Services Building during the 1979 Imperial Valley needs to be de earthquake (20). should be made o epjCLe.mjology and those treat of severity avai occupant survival. Assessment that a more site-specific approach is needed. The question was raised, however, backtracking ir whether prior training does actually effectively change behavior under stress. More concept of trac research needs to be done in this area, and in the development of more effective tality, and det teaching tools. It is likely that it is easier to teach behaviors such as checking for gas intervention st
  • 16. J'oji,and G. S. Smith Considerationsin the Epidemiology ofEarthquakeInjuries 521 .xample, folk wis­ and water leaks after the earthquake than teaching appropriate behaviors during the e" or "wait three impact phase. on. The correct One issue raised during the discussions was how does behavior interact with the provide the basis other factors in influencing survival? For example , the design of escape routes in a ipants. Incorrect building should reflect behavioral as well as structural considerations . While much discussion is focussedon individual victim/occupant response, it was ing issue. Testing noted that organizational response is important , and its linkage to individual re­ he best to use in sponse. For example, how are rescue activities affected by the emotional response m other uses, and which follows a devastating earthquake? The behavior of i~dividual rescuers also .nt, For example, needs to be studied: what was their response, and was it modified by training? A ms of operational body of research and experience exists on the mental health consequencesof disasters .he fact that they both with regard to the the victims and the effect on SAR personnel. More detailed uctance to pursue research in earthquake situations is needed. pment should be Injury Issues cl::I.ikc: injuries" and "earthquake deaths." Heart attacks are often claimed as induced by .sualty estimation earthquakes. On the other hand, it is possible that deaths resulting from power fa:i 3'j not b rclate:i:l. g when the earth­ he or she do after sent a learned re­ While it was suggested that injury could be defined by indicators or signs, such as Jr is appropriate? "requiring medical care" or "requiring hospital care," rather than by using diagnoses, luable advice that it was noted that these definitions will vary across cultures, perhaps making them ;tioos must be ob­ unreliable. To correlate building types with injuries, types of injury, and injury thodologies which severity is important, as well as the number and distribution of injuries , It was 1 to those relating noted that both types and numbers are important for the estimation of supplies and it behavior do ex­ personnel needs. Such a classification system must be field applicable. More work '9 Imperial Valley needs to be done to develop simple severity measures (14). However, distinctions should be ~ade between those requiring hospital (or emergency shelter 24-hour care) jury epidemiology and those treated as outpatients. At present, this represents the best simple indicator hich may enhance of severity available. aeral; it is possible Assessment of the number of out-of -hospital deaths is extremely difficult . Also, ; raised, however, backtracking injuries from hospitals to specific buildings poses major problems. The nder stress. More of more effective 1S checking for gas
  • 17. 522 N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith Considerations in The use of injury severity scores as a means of providing detailed quantitative. injury data was strongly advocated. Two different types of injury may generate iden­ The possibili tical injury severity scores, but the interventions they demand may be quite different. in structures wa It was suggested that there needs to be a larger database of detailed descriptive data potentially fruit on earthquake injuries. How do victims of collapsed structures differ from standard in the automob trauma victims? Can the data used from motor vehicle injury studies be extrapolated to safer vehicles to trapped earthquake victims? While shaking . Appropriate interventions for various injuries or conditions need more research frequently usin; e.g., what are the best treatments for victims of crush syndrome? Do tranquilizers structural engir avoid the so-called "rescue death"? Animal models are currently being 'used to study was noted that crush and asphyxiation injuries and their treatment. What is the pathophysiology of While not trad the dying process? Research in resuscitation methodology (e.g., the role of surgery) and housing mr is needed. How can it be determined if amputation is necessary? Laboratory and clinical studies are needed, as clinical research is difficult to do under pressure of A related is resuscitation. Development of standards for treatments in disaster situations will ios. These disa improve aggregate medical response in such events. New specifically-designed EMS exercises, home equipment must be developed, and widely applicable to enable production. This is ganizational re: needed for both intensive individual care and standard mass care situations. Progress and have prove levels of respon in disaster medicine may also lead to improvements in non-disaster EMS techniques. and operationa A somewhat separate, but related, topic is the study of injuries to rescue work­ ers, both volunteer and professional. Of particular interest are the mental health consequences of those involved in the stressful and demanding rescue process . The genera' SAR Operational Issues discussed. Inte Some discussion 'occurred relative to operational organization and the Incident critical phases Command System (ICS). Past experience with ICS indicated that it worked best gathering and when applied to situations for which it was designed. It was questionable whether an It was cons event such as an earthquake affecting a major city fell into this category. Problems eration be give with ICS have been identified during both disasters and drills . It was suggested that and response. ICS be thoroughly reviewed to ascertain whether it is adaptable to this context, and shown that mi if not, develop a more appropriate system. It is noted that a significant strength of must be aware ICS is planning. Whether development of centralized or decentralized organization or suspected c in the response phase is desirable and appropriate was debated. Is it better to build immobilized. on existing emergency resources or to create a specialized disaster response center? Possible av noted that res! data discussed
  • 18. ,foji. nd C. S. Si'itilli ailed quantitative Experimental Issues lay generate iden­ be quite different. The possibility of using experiments to study various aspects of the injury process d descriptive data in structures was discussed. Full-scale testing and modeling of structures was seen as Ferfrom standard potentially fruitful. It was noted that this approach has been used with some success es be extrapolated in the automobile industry, where crash tests, using instrumented dummies, has led to safer vehicles through improved structure performance and better safety devices. ed more research While shaking tests using tables and reaction walls with model structures, and less Do tranquilizers frequently using full-scale buildings, have been performed; their focus has been on .ing used to study structural engineering. No injury modeling has been performed, except in Japan. It athophysiology of was noted that studies of this type do not realistically account for behavioral effects. e role of surgery) While not traditionally considered "engineered structures," experiments on houses, Laboratory and and housing materials and components are needed to improve life-safety. lnder pressure of A related issue, which may be considered "experimental" is the use of scenar­ er situations will ios. These disaster simulations can be made at various levels (e .g., workshops, field lly-designed EMS exercises, home safety drills) and can be used to test, in particular, behavior and or­ :>duction. This is ganizational responses. These have been used successfully,for example, in California, uations. Progress and have proven to be powerful tools . In addition to providing exposure to various EMS techniques. levels of responders to "realistic" disaster situations , studies made of the procedures s to rescue work­ and operational effectiveness can augment the databases in this area. he mental health General Research Issues ue process. The general question of the need for and effectiveness of international help was discussed. International help must be considered a backup to local response in the and the Incident critical phases. It was suggested that international responders are a resource for .t it worked best gathering and dissemination of information . nable whether an It was considered important, in light of the above comments, that serious consid­ tegory. Problems eration be given to training both local responders and communities in preparedness as suggested that and response. There are difficulties: the numbers of people are large; experience has this context, and shown that much of the information is not retained. Rescue workers , in particular, Scant strength of must be aware of the "dos and don 'ts" of light rescue: e.g. , patients with potential ized organization or suspected cervical spine injuries should be moved only after the neck has been it better to build immobilized. esponse center? Possible avenues include the linking of training to the place of employment . It is noted that rescue work must start immediately , with or without the rapid assessment data discussed above.
  • 19. 524 N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith Considerations in th. A large number of rescues are always self-rescues, or are performed by volunteers. the integration of e Planning for integration of local volunteers into the rescue effort should be taken research is likely t< seriously. The capacity of such resources should not be underestimated, and in fact It is anticipate should be considered when evaluating an appropriate response. Information on local also be applied to EMS resources available is also needed in such an assessment. An important question Principal nee'd is how is the communication between formal and informal groups established and 1. The develop how can it be made more effective? Should we, for example, be training formal SAR on injury, st personnel in methods of coordinating volunteer teams rather than concentrating on individual rescues? 2. The study The SAR issue is a complex one. SAR is not always needed. Nor does it always gathering d save the most lives. Nor is it necessarily "cost effective" when compared with mitiga­ tion measures. Public pressure may demand the implementation of professional SAR 3. The prepa: efforts, even though few, if any, persons remain alive. It is viewed by the public as a designed st heroic response, and its presence, whether particularly effective or not, is necessary. 4. The develo Extrication difficulties with trapped victims still clearly pose a major problem, even ment. if the numbers involved are not necessarily large. In terms of resource allocation, however, an important fundamental question which must be addressed is whether improved SAR technologies can save significant numbers of lives? Research in SAR and how to improve its overall effectiveness is therefore necessary. Principal fur Coordination of SAR resources is often a problem; specialized personnel are needed dation (NSF), s for heavy SARj can SAR teams be certified? It is noted that resuscitation and life­ Division of Crit support should be part of SAR: The process should be designed accordingly. What National Center can we learn from other SAR situations such as mine rescues? 6010 and 88-401 for Internationa Conclusions acknowledged. The International WorkJhop on Earthquake Injury Epidemiology for Mitigation and Response held at The Johns Hopkins University in July, 1989 was an important first step in defining the field of earthquake injury epidemiology, outlining potential 1. Alexande interventions which cou~dbe based on research findings, and reaching some agreement - 60. on data collection needs and methodologies. The workshop, as outlined in the above paper, did not provide answers to all the important problems associated with the 2. de Bruyc study of approaches to reduce the health consequences of earthquakes. However, Italy: Re it has provided a clearer understanding of many of these problems and of possible 1021 - 1C directions for future research. To effect reductions in earthquake casualties in future 3. de Bruy events, contributions from many professions must be integrated and implemented Haly: M in a rational and consistent manner. Just as epidemiology and other public health 117. principles have provided important new insights into the study of disease processes, so
  • 20. l by volunteers. the integration of epidemiologic techniques to other disciplines involved in earthquake aould be taken research is likely to lead to better methods to reduce casualties in future earthquakes. ed, and in fact It is anticipated that the lessons learned addressing the earthquake problem may nation on local also be applied to other natural (and technological) disasters. ort ant question Principal needs identified during the workshop were: .stablished and ng formal SAR 1. The development of standard data collection forms which can incorporate data 'llcentrating on on injury, structural collapse and SAR response. 2. The study of historical events, in particular recent events, with a focus on does it always gathering data on the above topics. ed wi th mi tiga­ ofessionalSAR 3. The preparation for data collection in future events and planning for well­ the public as a designed studies in anticipation of an event. t, is necessary. 4. The development of functional models for casualty estimation and needs assess­ problem, even ment. tree allocation, sed is whether Acknowledgements efore necessary. Principal funding for the workshop was provided by the National Science Foun­ nel are needed dation (NSF), grant number CES-8815609, through Dr. William A. Anderson of the .ation and life­ Division of Critical Engineering Systems. Additional support was provided by the rdingly. What National Center for Earthquake Engineering Research in Buffalo, grant numbers 88- 6010 and 88-4005, the Office of U.S. Foreign Disaster Assistance of the U.S. Agency for International Development, and the Hoechst Company. This support is gratefully acknowledged. for .Mitigation ; an important References .ning potential 1. Alexander, D.E. "Death and Injury in Earthquakes." Disasters 9(1), 1985. 57 orne agreement - 60. d in the above iated with the 2. de Bruycker, M., Greco, D., Annino, I., et al. "The 1980 Earthquake in Southern ces. However, Italy: Rescue of Trapped Victims and Mortality." IFHO Bulletin 61(6), 1983. nd of possible 1021 - 1025. '1.1 ties in future l implemented 3. de Bruycker, M., Greco, D., Lechat, M. "The 1980 Earthquake in Southern Italy: Morbidity and Mortality." Int. Jnl. Epidemiology 14(1), 1985. 113- public health 117. e processes, so
  • 21. 526 N. P. Jones, F. Krimgold, E. K. Noji, and G. S. Smith Considerations i 4. de Ville de Goyet, C. "Earthquake in Guatemala: Epidemiologic Evaluation of 16. Alexande the Relief Effort." Bull. Pan American Health Organization 10(2), 1976. 95 - 17. Armenia 109. ters." P- Glass, R.I., et al. "Earthquake Injury Related to Housing in a Guatemalan Village." Science, 197,1977. 638 - 643. 18. Coburn, Fatalitie 6. Hansen, G. and Condon, E. Denial of Disaster. Cameron, San Francisco, 1989. 19. Coulson - P-142. 7. Jones, N.P., Krimgold, F., Noji, E.K., Smith, G.S., (1989). Earthquake In­ jury Epidemiology for Mitigation and Response. Proceedinqs of an In­ 20. Durkin, ternational Workshop. The Johns Hopkins University, Baltimore, Maryland. P-151. 8. Lechat, M.F. "Disasters and Public Health." WHO Bulletin 57, 1979. - 17. 21. Hammo P-152 - 9. Logue, J.N., Melick, M.E., Hansen, H. "Research Issues and Directions in the Epidemiology of Health Effects of Disasters." Epidemiology Review. 3, 1981. 22. Baralt; : 140 - 162. Earthqu 10. Sheng, Z-Y. "Medical Support in the Tangshan Earthquake: A Review of the 23. Shiono, Management of Mass Casualties and Certain Major Injuries." J. Trauma. People i 27(10), 1987. 1130 - 1135. Directic The following papers all appear in Earthquake Injury Epidemiology for 24. Zensing Mitigation and Response. Proceedings of an International Workshop., as the Uni referenced above. 25. Brisma: 11. Lechat, M.F. "Corporal Damage as Related to Building Structure and Design, 26. Holland The need for an international survey." P-1 - P-16. sponse. 12. Krimgold, F. "Earthquake Casualty Estimation and Response Modeling." P-17 27. Kunkle - P-25. P-344. 13. Jones, N.P. "Engineering for Earthquakes: Redefinition of the Original Roles 28. Mahon, P-26 - P-38. 345 - P 14. Noji, E.K. "Use of Quantitative Measures of Injury Severity In Earthquake 29. ,;Yenger Research." P-39 - P-60. Appror, 15. Smith, G.S. "Research Issues in the Epidemiology of Injuries Following Earth 30. Meli, II quakes." P-61 - P-81.
  • 22. · and G. S. Smith Considerations in the Epidemiology of Earthquake Injuries 527 : Evaluation of 16. Alexander, D. "Spatial Aspects of Earthquake Epidemiology." P-82 - P-94. (2), 1976. 95 - 17. Armenian, HiK. "Methodologic Issues in the Epidemiologic Studies of Disas­ ters." P-95 - P-106. a Guatemalan 18. Coburn, A.W., Pomonis, A., and Sakai, S. "Assessing Strategies to Reduce Fatalities in Earthquakes." P-107 - P-132. San Francisco, 19. Coulson, A. "Epidemiologic Concepts in Earthquake Injury Research." P-133 - P-142 . .rthquake In­ iing~ of an In­ 20. Durkin, M.E. "The Physical Setting's Role in Earthquake Injuries." P-143- e, Maryland. P-151. 11 - 17. 21. Hammond, D. J. "A Course in Structural Aspects of Urban Heavy Rescue." P-152 - P-227 . .rections in the ivieiu. 3, 1981. 22. Baralt, R. T., and Lescarboura, J. "Search and Rescue (SAR) Operations after Earthquakes." P-228 - P-259. Review of the 23. Shiono, K., and Krimgold, F. "A Computer Model for the Recovery of Trapped J. Trauma. People in a Collapsed Building: Development of a Theoretical Framework and Direction for Future Data Collection." P-260 - P-295. lemiology for 24. Zensinger, L.W. "Federal Urban Search and Rescue Capabilities and Roles in Workshop., a3 the United States." P-296 - P-315 25. Brismar, B. "The Medical Severity Index of Disasters." P-316 - P-320. :e and Design. 26. Holland, C. "Effective Utilization of Victim Volunteers in the Emergency Re­ sponse." P-321 - P-337. [adeling." P-17 27. Kunkle, R. "Medical Care of Entrapped Victims in Confined Spaces." P-338 - P-344. Jriginal Roles." 28. Mahoney, L.E. "Public Policy Needs in Earthquake Injury Measurement." P- 345 - P-349. in Earthquake 29. Wenger, D. "The Study of Volunteer and Emergent Organizational Response: Approaches and Issues for Future Research." P-350 - P-365. illowing Earth- 30. Meli, R. "Modes of Failure of Buildings Under Seismic Actions." P-366 - P-377.
  • 23. 528 N. P Jones, F. Krirngold. E. K. oji, and G. S. Smith 31. Tanguchi, H., Miura, F., Mochizuki, T., and Inada, O. "Interpretation of Dam ­ - 5. Bvaluatic Seismic ~ age to Houses and Casualties Relied on a Precise Evaluation of Earthquake Ground Motions in the Epicentral Region." P-378 - P-393. 32. Scawthorn, C.E. "Estimation of Post-Earthquake Search and Rescue Personnel W. F. Marc: and Equipment Needs." P-394 - P-414. 33. Steinbrugge, K. V. "Reducing Earthquake Casualties: An Overview." P-415 P-419. A reevaluc 34. Tiedemann, H. "Casualties as a Function of Building Quality and Earthquake during the Intensity." P-420 - P-434. evaluate rr soils. The 35. Abrams, J "Detection and Extrication in the Armenian Earthquake ." P-435 as propose - P-451. nia, and la Gonzalo C 36. Charchoghlian, R., and Sekoyan, R.V. "The Earthquake in Armenia: Conse­ mended aI which is ir quences and Problems." P-452 - P-457. a research and his co 37. Comfort, L.K. "Suggested Problems for F ield Research in Earthquake Disaster based con Operations." P-458 - P-459. 38. Comfort, L.K. "Reflections on the Armenia Earthquakes." P-460 P-461 39. Pesola, G., Bayshtok, V., and Kvetan, V. "American Critical Care Team at a Ever since Foreign Disaster Site: The Armenian Experience." P-462 - P-465. and Niigata, Jc during earthqu 40. Ricci, E.M., Pretto, E., Klain, M., and Safar, P. "Retrospective Disaster Re­ understanding animatology Study of the Earthquake in Armenia in December 1988." P-466- Excellent surru P-493. and state of th by Yoshimi et 41. Hays, W.W "Data Acquisition for Earthquake Hazard Mitigation." P-494 Research Cow P-502. As a resu. February 1971 the Lower San investigations, embankment ( (WFM,1'. Experiment St