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Applying the citizen science
                  model to disaster management


                  W. David Stephenson
                  Stephenson Strategies
                  NAS Public Response to Alerts and Warnings using Social Media Workshop
                  February 29, 2012




	
    What	
  if	
  social	
  media	
  were	
  to	
  make	
  the	
  public	
  full	
  partners	
  in	
  emergency	
  communications?	
  I	
  will	
  outline	
  a	
  scenario	
  in	
  my	
  talk	
  by	
  which	
  I	
  believe	
  training	
  the	
  public	
  to	
  provide	
  accurate	
  
information	
  would	
  be	
  feasible.
      That’s	
  not	
  the	
  situation	
  at	
  present.	
  
While	
  of>icials	
  are	
  now	
  belatedly	
  coming	
  around	
  to	
  using	
  social	
  media	
  as	
  an	
  alternative	
  broadcasting	
  medium	
  to	
  disseminate	
  of>icial	
  information	
  in	
  disasters,	
  most	
  remain	
  leery	
  of	
  
actively	
  soliciting	
  information	
  from	
  the	
  public	
  via	
  social	
  media	
  and	
  mobile	
  devices,	
  usually	
  citing	
  questions	
  about	
  its	
  reliability.	
  	
  	
  As	
  FEMA	
  Administrator	
  Craig	
  Fugate	
  summarized	
  the	
  
prevailing	
  wisdom	
  in	
  a	
  speech	
  earlier	
  this	
  month,	
  most	
  of	
  his	
  colleagues	
  see	
  the	
  public	
  as	
  “…not	
  worthy,	
  not	
  trustworthy,	
  you	
  have	
  not	
  been	
  cleared.	
  You	
  do	
  not	
  have	
  a	
  background	
  check…	
  you	
  
panic	
  in	
  an	
  disaster,	
  and	
  cannot	
  be	
  relied	
  upon	
  to	
  think	
  rationally...”
           Fugate,	
  by	
  contrast,	
  is	
  open	
  to	
  public	
  input	
  via	
  the	
  social	
  media.	
  As	
  he	
  said	
  in	
  	
  Congressional	
  testimony:
     “I	
  often	
  say	
  that	
  individuals,	
  families	
  and	
  communities	
  are	
  our	
  nation's	
  ‘>irst'	
  >irst	
  responders.	
  The	
  sooner	
  we	
  are	
  able	
  to	
  ascertain	
  the	
  on-­‐the-­‐ground	
  reality	
  of	
  a	
  situation,	
  the	
  better	
  
     we	
  will	
  be	
  able	
  to	
  coordinate	
  our	
  response	
  effort	
  in	
  support	
  of	
  our	
  citizens	
  and	
  >irst	
  responders.	
  Through	
  the	
  use	
  of	
  social	
  media,	
  we	
  can	
  disseminate	
  important	
  information	
  to	
  
     individuals	
  and	
  communities,	
  while	
  also	
  receiving	
  essential	
  real-­‐time	
  updates	
  from	
  those	
  with	
  >irst-­‐hand	
  awareness…”	
  	
  
     But	
  even	
  Fugate	
  sets	
  a	
  low	
  bar	
  for	
  accuracy	
  of	
  information	
  gathered	
  via	
  the	
  social	
  media,	
  emphasizing	
  that	
  what	
  he’s	
  interested	
  in	
  is	
  primarily	
  a	
  large	
  number	
  of	
  data	
  points	
  that	
  
indicate	
  the	
  need	
  for	
  prompt	
  action,	
  rather	
  than	
  expecting	
  that	
  information	
  necessarily	
  being	
  scrupulously	
  accurate.	
  	
  As	
  he	
  said,	
  “	
  ..	
  	
  we	
  looked	
  at	
  social	
  media	
  as	
  the	
  public	
  telling	
  us	
  
enough	
  information	
  to	
  suggest	
  this	
  is	
  worse	
  than	
  we	
  thought	
  to	
  make	
  decisions	
  to	
  spend	
  	
  …	
  your	
  money	
  without	
  ….	
  waiting	
  for	
  a	
  	
  formal	
  request,	
  without	
  	
  assessments.	
  ….	
  All	
  I	
  need	
  is	
  
enough	
  information	
  to	
  hit	
  my	
  tipping	
  point.	
  I	
  don’t	
  need	
  a	
  lot	
  of	
  information….”
Emergent behavior




        While	
  I	
  understand	
  his	
  point,	
  I	
  think	
  that	
  Administrator	
  Fugate	
  sets	
  too	
  low	
  expectations	
  for	
  the	
  public.	
  Why	
  can’t	
  we	
  provide	
  information	
  that	
  is	
  not	
  only	
  valuable	
  because	
  of	
  its	
  
volume,	
  but	
  also	
  its	
  accuracy?
        If	
  individuals	
  actually	
  did	
  provide	
  accurate	
  information	
  that	
  would	
  really	
  be	
  actionable,	
  and	
  provide	
  substantive	
  situational	
  awareness,	
  that	
  would	
  be	
  consistent	
  with	
  what	
  we	
  know	
  
of	
  behavior	
  in	
  general	
  during	
  disasters.
         Unlike	
  the	
  stereotype	
  of	
  un-­‐credentialed,	
  panic-­‐prone	
  individuals,	
  years	
  of	
  research	
  at	
  the	
  two	
  primary	
  disaster	
  research	
  centers,	
  the	
  Universities	
  of	
  Delaware	
  and	
  Colorado,	
  have	
  
demonstrated	
  that	
  what	
  happens	
  in	
  emergencies	
  is	
  the	
  kind	
  of	
  “emergent	
  behavior”	
  that	
  this	
  termite	
  colony,	
  and	
  the	
  other	
  social	
  insects	
  demonstrate.	
  A	
  large	
  number	
  of	
  individuals,	
  acting	
  
largely	
  on	
  their	
  own	
  and	
  self-­‐directed,	
  cobble	
  together	
  highly	
  sophisticated	
  collaborative	
  actions.	
  Emergent	
  behavior	
  is	
  a	
  higher	
  level	
  of	
  collective	
  behavior	
  -­‐-­‐	
  and	
  combined	
  intelligence	
  -­‐-­‐	
  that	
  
couldn’t	
  be	
  predicted	
  from	
  the	
  behavior	
  of	
  individuals.	
  
	
       The	
  group	
  becomes	
  a	
  highly	
  capable	
  “superorganism.”	
  	
  	
  
  As	
  the	
  Delaware	
  researchers	
  report,	
  “Studies	
  of	
  evacuation	
  at	
  times	
  of	
  crises	
  have	
  now	
  been	
  undertaken	
  for	
  the	
  last	
  50	
  years.	
  They	
  have	
  consistently	
  shown	
  that	
  at	
  times	
  of	
  great	
  crises,	
  
much	
  of	
  the	
  organized	
  behavior	
  is	
  emergent	
  rather	
  than	
  traditional	
  [such	
  as	
  this	
  evacuation	
  from	
  lower	
  Manhattan	
  on	
  9/11].	
  In	
  addition,	
  it	
  is	
  of	
  a	
  very	
  decentralized	
  nature,	
  with	
  the	
  
dominance	
  of	
  pluralistic	
  decision	
  making,	
  and	
  the	
  appearance	
  of	
  imaginative	
  and	
  innovative	
  new	
  attempts	
  to	
  cope	
  with	
  the	
  contingencies	
  that	
  typically	
  appear	
  in	
  major	
  disasters.”
	
   What	
  could	
  be	
  more	
  ideal	
  than	
  the	
  combination	
  of	
  existing	
  patterns	
  of	
  emergent	
  behavior	
  in	
  disasters	
  and	
  the	
  advent	
  of	
  social	
  media	
  that	
  directly	
  encourage	
  and	
  facilitate	
  emergent	
  
behavior?
      It	
  seems	
  to	
  me	
  that	
  there	
  are	
  two	
  relevant	
  analogies:	
  World	
  War	
  II	
  plane	
  spotters	
  and	
  the	
  growing	
  phenomenon	
  of	
  web-­‐enabled	
  “citizen	
  science.”	
  
         During	
  World	
  War	
  II,	
  those	
  on	
  the	
  homefront,	
  from	
  housewives	
  to	
  elderly	
  men,	
  were	
  trained	
  to	
  spot	
  both	
  Allied	
  and	
  Axis	
  planes	
  through	
  tools	
  such	
  as	
  these	
  decks	
  of	
  playing	
  cards.	
  On	
  a	
  
number	
  of	
  occasions	
  the	
  plane	
  spotters	
  were	
  able	
  to	
  identify	
  US	
  planes	
  that	
  crashed,	
  and	
  even	
  though	
  I	
  haven’t	
  been	
  able	
  to	
  document	
  any	
  cases	
  where	
  they	
  actually	
  spotted	
  Axis	
  planes	
  over	
  
the	
  continental	
  U.S.,	
  I	
  have	
  no	
  doubts	
  that	
  the	
  attention	
  to	
  detail	
  in	
  the	
  playing	
  cards	
  and	
  other	
  training	
  and	
  the	
  volunteers’	
  zeal	
  would	
  have	
  made	
  that	
  feasible	
  if	
  needed.	
  	
  
	
       Updating	
  that	
  approach,	
  I	
  was	
  one	
  of	
  many	
  volunteers	
  who	
  “searched”	
  for	
  Steve	
  Fawcett’s	
  downed	
  plane	
  by	
  using	
  Amazon’s	
  Mechanical	
  Turk	
  system.	
  We	
  were	
  given	
  a	
  visualization	
  of	
  
what	
  the	
  plane	
  might	
  look	
  like	
  if	
  crashed	
  into	
  a	
  mountainous	
  area	
  and	
  then	
  asked	
  to	
  examine	
  photos	
  of	
  a	
  number	
  of	
  quadrants	
  in	
  the	
  area	
  where	
  the	
  plane	
  was	
  believed	
  to	
  have	
  crashed	
  to	
  see	
  
if	
  there	
  was	
  any	
  similar	
  visual	
  evidence.	
  
Citizen science




	
       More	
  relevant	
  to	
  using	
  the	
  social	
  media	
  and	
  mobile	
  devices	
  in	
  disasters	
  is	
  the	
  current	
  phenomenon	
  of	
  citizen	
  science,	
  which	
  harnesses	
  the	
  interest	
  of	
  everyday	
  people	
  in	
  using	
  21st-­‐
century	
  technology	
  to	
  participate	
  in	
  scholarly	
  research.	
  According	
  to	
  the	
  Citizen	
  Science	
  Alliance,	
  citizen	
  science:
•	

         “..	
  [is	
  able]	
  to	
  cope	
  with	
  extremely	
  large	
  data	
  sets	
  
•	

         ..	
  provides	
  quantitative	
  estimates	
  of	
  error.	
  This	
  is	
  an	
  essential	
  part	
  of	
  the	
  'wisdom	
  of	
  crowds',	
  allowing	
  us	
  to	
  understand	
  the	
  accuracy	
  of	
  the	
  data	
  we	
  provide.
•	

         …	
  naturally	
  provide[s]	
  large	
  and	
  powerful	
  training	
  sets	
  for	
  machine	
  learning	
  approaches	
  to	
  classi>ication	
  problems.	
  This	
  is	
  an	
  essential	
  part	
  of	
  our	
  future;	
  as	
  data	
  sets	
  continue	
  to	
  grow	
  
we	
  will	
  need	
  to	
  hand	
  off	
  more	
  and	
  more	
  of	
  the	
  routine	
  tasks	
  to	
  machines;	
  by	
  doing	
  citizen	
  science	
  today	
  we	
  can	
  help	
  train	
  them.
•	

         …	
  [can	
  lead	
  to	
  serendipitous	
  discovery	
  ]Serendipitous	
  discovery	
  is	
  a	
  natural	
  consequence	
  of	
  exposing	
  data	
  to	
  large	
  numbers	
  of	
  users,	
  and	
  is	
  something	
  that	
  is	
  very	
  dif>icult	
  to	
  program	
  
into	
  automatic	
  routines.	
  Humans	
  are	
  naturally	
  programmed	
  to	
  keep	
  an	
  eye	
  out	
  for	
  the	
  weird	
  and	
  the	
  odd,	
  even	
  while	
  sorting	
  most	
  objects	
  into	
  more	
  mundane	
  categories.
•	

         While	
  the	
  primary	
  goal	
  of	
  our	
  projects	
  is	
  to	
  produce	
  academic	
  research,	
  by	
  their	
  very	
  nature	
  they	
  are	
  also	
  outreach	
  projects.	
  As	
  it	
  involves	
  our	
  volunteers	
  directly	
  in	
  the	
  process	
  of	
  
research,	
  citizen	
  science	
  is	
  a	
  powerful	
  tool	
  for	
  both	
  formal	
  and	
  informal	
  education.	
  Unlike	
  traditional	
  education	
  programs,	
  from	
  the	
  moment	
  users	
  >irst	
  interact	
  with	
  one	
  of	
  our	
  project,	
  they	
  
are	
  not	
  only	
  learning	
  but	
  also	
  contributing	
  to	
  science.”
             Doesn’t	
  that	
  emphasis	
  on	
  classifying	
  a	
  large	
  number	
  of	
  data	
  points	
  and	
  serendipitous	
  discovery	
  sound	
  similar	
  to	
  >irst	
  responders’	
  need	
  for	
  rapid	
  reporting	
  of	
  wide	
  assortments	
  of	
  
disaster	
  information?
             These	
  approaches	
  have	
  led	
  to	
  signi>icant	
  scienti>ic	
  progress.	
  One	
  amateur	
  astronomy	
  researcher	
  participating	
  in	
  the	
  Galaxy	
  Zoo	
  project	
  found	
  “Hanny’s	
  Voorwerp,	
  a	
  dust	
  cloud	
  
generated	
  by	
  a	
  nearby	
  quasar,	
  and	
  	
  participants	
  In	
  the	
  National	
  Geographic’s	
  Field	
  Expedition:	
  Mongolia	
  analyze	
  GeoEye	
  satellite	
  images	
  to	
  identify	
  potential	
  dig	
  sites	
  for	
  archaeologists	
  to	
  
explore	
  in	
  Mongolia.	
  The	
  information	
  provided	
  by	
  amateurs	
  is	
  detailed	
  and	
  scienti>ically	
  valid.
             This	
  scienti>ic	
  rigor	
  doesn’t	
  just	
  happen:	
  the	
  supervising	
  institutions	
  put	
  a	
  lot	
  of	
  effect	
  into	
  creating	
  simple,	
  easy-­‐to-­‐follow	
  educational	
  programs	
  to	
  train	
  the	
  volunteers.	
  Why	
  can’t	
  that	
  
be	
  the	
  case	
  for	
  emergency	
  response	
  as	
  well?
#wxreport




          One	
  government	
  agency	
  that	
  I	
  think	
  does	
  follow	
  the	
  citizen	
  science	
  model	
  about	
  soliciting	
  speci>ic	
  information	
  from	
  the	
  public	
  during	
  a	
  disaster	
  is	
  the	
  National	
  Weather	
  Service.	
  It	
  
urges	
  people	
  observing	
  exceptional	
  weather	
  patterns	
  to	
  submit	
  Tweets	
  using	
  the	
  hashtag	
  #wxreport.	
  	
  The	
  hashtag	
  makes	
  the	
  Tweet	
  machine-­‐readable,	
  so	
  that	
  the	
  information	
  becomes	
  
additional	
  data	
  points	
  for	
  forecasters	
  to	
  consider.	
  Given	
  the	
  importance	
  of	
  hyperlocal	
  conditions	
  such	
  as	
  microbursts,	
  this	
  can	
  be	
  invaluable	
  information	
  for	
  the	
  NWS.
       Applying	
  the	
  citizen	
  science	
  model	
  to	
  disaster	
  response	
  is	
  not	
  just	
  an	
  academic	
  intererest	
  for	
  me:	
  I	
  have	
  been	
  directly	
  involved	
  in	
  several	
  projects	
  over	
  the	
  past	
  decade	
  that	
  I	
  believe	
  
show	
  it	
  is	
  possible	
  to	
  use	
  the	
  same	
  technologies	
  that	
  individuals	
  can	
  use	
  to	
  report	
  disaster	
  	
  to	
  train	
  them	
  and/or	
  give	
  them	
  the	
  tools	
  in	
  advance	
  needed	
  to	
  provide	
  accurate,	
  actionalble	
  
information.
	
        Nine	
  years	
  ago	
  I	
  created	
  what	
  I	
  believe	
  is	
  still	
  the	
  only	
  comprehensive	
  program	
  for	
  smartphones	
  to	
  give	
  the	
  average	
  person	
  –	
  in	
  his	
  or	
  her	
  hand	
  –	
  all	
  of	
  the	
  relevant	
  information	
  needed	
  
to	
  prepare	
  for,	
  report	
  and	
  respond	
  to	
  a	
  disaster.
   Later	
  I	
  prepared	
  a	
  series	
  of	
  YouTube	
  videos	
  with	
  speci>ic	
  information	
  on	
  social	
  media	
  and	
  other	
  tools	
  for	
  disaster	
  response	
  –	
  a	
  project	
  that	
  I’m	
  belatedly	
  subjecting	
  to	
  some	
  long-­‐
overdue	
  updating.
VITA
                                                                                                      Wireless when you need it most




	
        Finally,	
  I	
  designed	
  strategies	
  for	
  the	
  Wireless	
  Foundation	
  and	
  National	
  Public	
  Radio	
  to	
  train	
  the	
  public	
  about	
  how	
  to	
  use	
  social	
  media	
  in	
  combination	
  with	
  their	
  wireless	
  devices	
  to	
  
report	
  to	
  authorities	
  during	
  a	
  disaster.
	
        If	
  I	
  could	
  do	
  this	
  by	
  myself	
  and	
  with	
  limited	
  resources,	
  imagine	
  what	
  could	
  be	
  done	
  if	
  	
  government	
  and	
  industry	
  groups	
  such	
  as	
  the	
  Wireless	
  Foundation	
  were	
  to	
  partner	
  to	
  
design	
  high-­‐quality,	
  compelling	
  outreach	
  programs?
Tweak the Tweet




          I’d	
  like	
  to	
  conclude	
  by	
  focusing	
  on	
  two	
  areas	
  consistent	
  with	
  the	
  citizen	
  science	
  approach	
  that	
  I	
  think	
  might	
  be	
  particularly	
  effective	
  ways	
  to	
  increase	
  the	
  accuracy	
  of	
  citizen	
  reporting	
  
in	
  disasters.
          One	
  is	
  to	
  actively	
  promote	
  the	
  Tweak	
  the	
  Tweet	
  program	
  that	
  Leysia	
  Palen	
  and	
  her	
  Project	
  EPIC	
  colleagues	
  created	
  to	
  make	
  tweets	
  more	
  focused	
  and	
  machine	
  readable	
  in	
  disasters,	
  
similar	
  to	
  the	
  NWS	
  hashtags.	
  	
  The	
  system	
  is	
  made	
  up	
  of	
  a	
  series	
  of	
  simple,	
  easy-­‐to-­‐remember	
  and	
  short	
  –	
  so	
  they	
  don’t	
  use	
  too	
  many	
  of	
  the	
  precious	
  140	
  characters	
  in	
  a	
  tweet	
  –hashtags	
  that	
  
serve	
  to	
  identify	
  the	
  data	
  that	
  follow	
  them.	
  Like	
  the	
  NWS	
  hashtag,	
  the	
  TtT	
  hashtags	
  make	
  the	
  data	
  that	
  follows	
  each	
  of	
  them	
  machine	
  readable.
	
        The	
  system	
  was	
  rushed	
  into	
  service	
  during	
  the	
  height	
  of	
  the	
  Haiti	
  earthquake	
  recovery,	
  and	
  proved	
  a	
  valuable	
  way	
  of	
  structuring	
  the	
  information	
  that	
  residents	
  and	
  aid	
  workers	
  were	
  
reporting	
  from	
  the	
  scene	
  of	
  the	
  diaster.	
  	
  For	
  my	
  own	
  use	
  I’ve	
  prepared	
  a	
  laminated	
  wallet-­‐sized	
  card	
  with	
  my	
  emergency	
  contact	
  information	
  on	
  one	
  side	
  and	
  the	
  TtT	
  hashtags	
  on	
  the	
  other,	
  to	
  
make	
  certain	
  that	
  I’d	
  have	
  the	
  information	
  on	
  me	
  if	
  needed.	
  	
  Why	
  couldn’t	
  similar	
  cards	
  be	
  mass-­‐produced?
Twitter videos




          Finally,	
  I’d	
  like	
  to	
  focus	
  on	
  one	
  aspect	
  of	
  social	
  media	
  that	
  I	
  don’t	
  believe	
  gets	
  enough	
  attention	
  from	
  any	
  of>icials	
  in	
  disasters:	
  streaming	
  media	
  sources	
  such	
  as	
  Twitvid,	
  posterous,	
  or	
  
vimio.
           Many	
  of	
  us	
  now	
  carry	
  smartphones	
  capable	
  of	
  recording	
  and	
  broadcasting,	
  in	
  real	
  time,	
  many	
  minutes	
  of	
  High	
  De>inition	
  video.	
  Of	
  course	
  there	
  are	
  many	
  disasters	
  where	
  bandwidth	
  is	
  
severely	
  limited,	
  making	
  Twitter	
  the	
  tool	
  of	
  choice	
  because	
  of	
  its	
  low	
  bandwidth	
  requirements,	
  but	
  when	
  infrastructure	
  is	
  intact,	
  consider	
  the	
  wealth	
  of	
  information	
  that	
  could	
  be	
  conveyed	
  by	
  
a	
  willing	
  volunteer	
  panning	
  his	
  or	
  her	
  smartphone	
  while	
  also	
  narrating	
  what	
  is	
  being	
  said:
      ν! an	
  assessment	
  of	
  priority	
  damage	
  (downed	
  utilities,	
  buildings	
  hit	
  by	
  explosions,	
  residences	
  destroyed,	
  etc.)
      ν! placing	
  the	
  video	
  in	
  context	
  (including	
  content	
  such	
  as	
  landmarks)	
  
      ν! identifying	
  possible	
  	
  terrorists	
  who	
  run	
  from	
  the	
  scene

Multiple	
  videos	
  shot	
  from	
  multiple	
  perspectives	
  can	
  help	
  authorities	
  assemble	
  a	
  literal	
  and/or	
  a	
  >igurative	
  comprehensive	
  view	
  -­‐-­‐	
  talk	
  about	
  situational	
  awareness!

One	
  need	
  only	
  remember	
  the	
  video	
  shot	
  by	
  a	
  Virginia	
  Tech	
  student	
  immediately	
  after	
  the	
  mass	
  shootings	
  there	
  that	
  was	
  rebroadcast	
  ad	
  nauseum	
  by	
  the	
  cable	
  news	
  channels,	
  or	
  the	
  countless	
  
videos	
  of	
  violence	
  during	
  the	
  Arab	
  Spring	
  demonstrates	
  to	
  appreciate	
  the	
  wealth	
  of	
  information	
  that	
  could	
  be	
  conveyed	
  by	
  such	
  a	
  video.	
  Yet,	
  I	
  have	
  been	
  unable	
  to	
  >ind	
  any	
  public	
  agency	
  that	
  
gives	
  guidance	
  on	
  what	
  to	
  include	
  in	
  such	
  videos	
  and	
  how	
  to	
  submit	
  them.
For more information:

             W. David Stephenson
             Stephenson Strategies
             D.Stephenson@stephensonstrategies.com
             508 740-8918

             ... And don’t forget to read Data Dynamite: how
             liberating information will transform our world.




	
     I	
  agree	
  with	
  Administrator	
  Fugate	
  that	
  sometimes	
  the	
  barest	
  of	
  real-­‐time	
  information	
  can	
  be	
  invaluable	
  to	
  >irst	
  responders	
  in	
  determining	
  the	
  scope	
  of	
  the	
  affected	
  area	
  and	
  the	
  
resources	
  to	
  mobilize.	
  But	
  does	
  that	
  mean	
  that	
  we	
  should	
  automatically	
  settle	
  for	
  the	
  lowest	
  common-­‐denominator	
  information	
  from	
  citizen	
  responders?	
  That’s	
  not	
  good	
  enough	
  for	
  citizen	
  
science	
  experiments,	
  which	
  have	
  proven	
  that	
  amateurs	
  are	
  able	
  to	
  provide	
  accurate	
  information	
  if	
  they	
  are	
  educated	
  in	
  advance	
  about	
  what	
  is	
  needed.
	
     I	
  believe	
  that,	
  if	
  given	
  the	
  information	
  they	
  need	
  in	
  easily	
  accessed	
  forms,	
  citizen	
  responders	
  will	
  provide	
  information	
  that	
  is	
  not	
  only	
  timely	
  but	
  also	
  increasingly	
  accurate.	
  Let’s	
  launch	
  
education	
  programs	
  that	
  will	
  do	
  just	
  that.	
  
	
     Thank	
  you.

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Applying citizen science model to disaster management

  • 1. Applying the citizen science model to disaster management W. David Stephenson Stephenson Strategies NAS Public Response to Alerts and Warnings using Social Media Workshop February 29, 2012   What  if  social  media  were  to  make  the  public  full  partners  in  emergency  communications?  I  will  outline  a  scenario  in  my  talk  by  which  I  believe  training  the  public  to  provide  accurate   information  would  be  feasible. That’s  not  the  situation  at  present.  
  • 2. While  of>icials  are  now  belatedly  coming  around  to  using  social  media  as  an  alternative  broadcasting  medium  to  disseminate  of>icial  information  in  disasters,  most  remain  leery  of   actively  soliciting  information  from  the  public  via  social  media  and  mobile  devices,  usually  citing  questions  about  its  reliability.      As  FEMA  Administrator  Craig  Fugate  summarized  the   prevailing  wisdom  in  a  speech  earlier  this  month,  most  of  his  colleagues  see  the  public  as  “…not  worthy,  not  trustworthy,  you  have  not  been  cleared.  You  do  not  have  a  background  check…  you   panic  in  an  disaster,  and  cannot  be  relied  upon  to  think  rationally...” Fugate,  by  contrast,  is  open  to  public  input  via  the  social  media.  As  he  said  in    Congressional  testimony: “I  often  say  that  individuals,  families  and  communities  are  our  nation's  ‘>irst'  >irst  responders.  The  sooner  we  are  able  to  ascertain  the  on-­‐the-­‐ground  reality  of  a  situation,  the  better   we  will  be  able  to  coordinate  our  response  effort  in  support  of  our  citizens  and  >irst  responders.  Through  the  use  of  social  media,  we  can  disseminate  important  information  to   individuals  and  communities,  while  also  receiving  essential  real-­‐time  updates  from  those  with  >irst-­‐hand  awareness…”     But  even  Fugate  sets  a  low  bar  for  accuracy  of  information  gathered  via  the  social  media,  emphasizing  that  what  he’s  interested  in  is  primarily  a  large  number  of  data  points  that   indicate  the  need  for  prompt  action,  rather  than  expecting  that  information  necessarily  being  scrupulously  accurate.    As  he  said,  “  ..    we  looked  at  social  media  as  the  public  telling  us   enough  information  to  suggest  this  is  worse  than  we  thought  to  make  decisions  to  spend    …  your  money  without  ….  waiting  for  a    formal  request,  without    assessments.  ….  All  I  need  is   enough  information  to  hit  my  tipping  point.  I  don’t  need  a  lot  of  information….”
  • 3. Emergent behavior While  I  understand  his  point,  I  think  that  Administrator  Fugate  sets  too  low  expectations  for  the  public.  Why  can’t  we  provide  information  that  is  not  only  valuable  because  of  its   volume,  but  also  its  accuracy? If  individuals  actually  did  provide  accurate  information  that  would  really  be  actionable,  and  provide  substantive  situational  awareness,  that  would  be  consistent  with  what  we  know   of  behavior  in  general  during  disasters. Unlike  the  stereotype  of  un-­‐credentialed,  panic-­‐prone  individuals,  years  of  research  at  the  two  primary  disaster  research  centers,  the  Universities  of  Delaware  and  Colorado,  have   demonstrated  that  what  happens  in  emergencies  is  the  kind  of  “emergent  behavior”  that  this  termite  colony,  and  the  other  social  insects  demonstrate.  A  large  number  of  individuals,  acting   largely  on  their  own  and  self-­‐directed,  cobble  together  highly  sophisticated  collaborative  actions.  Emergent  behavior  is  a  higher  level  of  collective  behavior  -­‐-­‐  and  combined  intelligence  -­‐-­‐  that   couldn’t  be  predicted  from  the  behavior  of  individuals.     The  group  becomes  a  highly  capable  “superorganism.”      
  • 4.   As  the  Delaware  researchers  report,  “Studies  of  evacuation  at  times  of  crises  have  now  been  undertaken  for  the  last  50  years.  They  have  consistently  shown  that  at  times  of  great  crises,   much  of  the  organized  behavior  is  emergent  rather  than  traditional  [such  as  this  evacuation  from  lower  Manhattan  on  9/11].  In  addition,  it  is  of  a  very  decentralized  nature,  with  the   dominance  of  pluralistic  decision  making,  and  the  appearance  of  imaginative  and  innovative  new  attempts  to  cope  with  the  contingencies  that  typically  appear  in  major  disasters.”   What  could  be  more  ideal  than  the  combination  of  existing  patterns  of  emergent  behavior  in  disasters  and  the  advent  of  social  media  that  directly  encourage  and  facilitate  emergent   behavior?
  • 5.   It  seems  to  me  that  there  are  two  relevant  analogies:  World  War  II  plane  spotters  and  the  growing  phenomenon  of  web-­‐enabled  “citizen  science.”   During  World  War  II,  those  on  the  homefront,  from  housewives  to  elderly  men,  were  trained  to  spot  both  Allied  and  Axis  planes  through  tools  such  as  these  decks  of  playing  cards.  On  a   number  of  occasions  the  plane  spotters  were  able  to  identify  US  planes  that  crashed,  and  even  though  I  haven’t  been  able  to  document  any  cases  where  they  actually  spotted  Axis  planes  over   the  continental  U.S.,  I  have  no  doubts  that  the  attention  to  detail  in  the  playing  cards  and  other  training  and  the  volunteers’  zeal  would  have  made  that  feasible  if  needed.       Updating  that  approach,  I  was  one  of  many  volunteers  who  “searched”  for  Steve  Fawcett’s  downed  plane  by  using  Amazon’s  Mechanical  Turk  system.  We  were  given  a  visualization  of   what  the  plane  might  look  like  if  crashed  into  a  mountainous  area  and  then  asked  to  examine  photos  of  a  number  of  quadrants  in  the  area  where  the  plane  was  believed  to  have  crashed  to  see   if  there  was  any  similar  visual  evidence.  
  • 6. Citizen science   More  relevant  to  using  the  social  media  and  mobile  devices  in  disasters  is  the  current  phenomenon  of  citizen  science,  which  harnesses  the  interest  of  everyday  people  in  using  21st-­‐ century  technology  to  participate  in  scholarly  research.  According  to  the  Citizen  Science  Alliance,  citizen  science: • “..  [is  able]  to  cope  with  extremely  large  data  sets   • ..  provides  quantitative  estimates  of  error.  This  is  an  essential  part  of  the  'wisdom  of  crowds',  allowing  us  to  understand  the  accuracy  of  the  data  we  provide. • …  naturally  provide[s]  large  and  powerful  training  sets  for  machine  learning  approaches  to  classi>ication  problems.  This  is  an  essential  part  of  our  future;  as  data  sets  continue  to  grow   we  will  need  to  hand  off  more  and  more  of  the  routine  tasks  to  machines;  by  doing  citizen  science  today  we  can  help  train  them. • …  [can  lead  to  serendipitous  discovery  ]Serendipitous  discovery  is  a  natural  consequence  of  exposing  data  to  large  numbers  of  users,  and  is  something  that  is  very  dif>icult  to  program   into  automatic  routines.  Humans  are  naturally  programmed  to  keep  an  eye  out  for  the  weird  and  the  odd,  even  while  sorting  most  objects  into  more  mundane  categories. • While  the  primary  goal  of  our  projects  is  to  produce  academic  research,  by  their  very  nature  they  are  also  outreach  projects.  As  it  involves  our  volunteers  directly  in  the  process  of   research,  citizen  science  is  a  powerful  tool  for  both  formal  and  informal  education.  Unlike  traditional  education  programs,  from  the  moment  users  >irst  interact  with  one  of  our  project,  they   are  not  only  learning  but  also  contributing  to  science.” Doesn’t  that  emphasis  on  classifying  a  large  number  of  data  points  and  serendipitous  discovery  sound  similar  to  >irst  responders’  need  for  rapid  reporting  of  wide  assortments  of   disaster  information? These  approaches  have  led  to  signi>icant  scienti>ic  progress.  One  amateur  astronomy  researcher  participating  in  the  Galaxy  Zoo  project  found  “Hanny’s  Voorwerp,  a  dust  cloud   generated  by  a  nearby  quasar,  and    participants  In  the  National  Geographic’s  Field  Expedition:  Mongolia  analyze  GeoEye  satellite  images  to  identify  potential  dig  sites  for  archaeologists  to   explore  in  Mongolia.  The  information  provided  by  amateurs  is  detailed  and  scienti>ically  valid. This  scienti>ic  rigor  doesn’t  just  happen:  the  supervising  institutions  put  a  lot  of  effect  into  creating  simple,  easy-­‐to-­‐follow  educational  programs  to  train  the  volunteers.  Why  can’t  that   be  the  case  for  emergency  response  as  well?
  • 7. #wxreport One  government  agency  that  I  think  does  follow  the  citizen  science  model  about  soliciting  speci>ic  information  from  the  public  during  a  disaster  is  the  National  Weather  Service.  It   urges  people  observing  exceptional  weather  patterns  to  submit  Tweets  using  the  hashtag  #wxreport.    The  hashtag  makes  the  Tweet  machine-­‐readable,  so  that  the  information  becomes   additional  data  points  for  forecasters  to  consider.  Given  the  importance  of  hyperlocal  conditions  such  as  microbursts,  this  can  be  invaluable  information  for  the  NWS.
  • 8.   Applying  the  citizen  science  model  to  disaster  response  is  not  just  an  academic  intererest  for  me:  I  have  been  directly  involved  in  several  projects  over  the  past  decade  that  I  believe   show  it  is  possible  to  use  the  same  technologies  that  individuals  can  use  to  report  disaster    to  train  them  and/or  give  them  the  tools  in  advance  needed  to  provide  accurate,  actionalble   information.   Nine  years  ago  I  created  what  I  believe  is  still  the  only  comprehensive  program  for  smartphones  to  give  the  average  person  –  in  his  or  her  hand  –  all  of  the  relevant  information  needed   to  prepare  for,  report  and  respond  to  a  disaster.
  • 9.   Later  I  prepared  a  series  of  YouTube  videos  with  speci>ic  information  on  social  media  and  other  tools  for  disaster  response  –  a  project  that  I’m  belatedly  subjecting  to  some  long-­‐ overdue  updating.
  • 10. VITA Wireless when you need it most   Finally,  I  designed  strategies  for  the  Wireless  Foundation  and  National  Public  Radio  to  train  the  public  about  how  to  use  social  media  in  combination  with  their  wireless  devices  to   report  to  authorities  during  a  disaster.   If  I  could  do  this  by  myself  and  with  limited  resources,  imagine  what  could  be  done  if    government  and  industry  groups  such  as  the  Wireless  Foundation  were  to  partner  to   design  high-­‐quality,  compelling  outreach  programs?
  • 11. Tweak the Tweet I’d  like  to  conclude  by  focusing  on  two  areas  consistent  with  the  citizen  science  approach  that  I  think  might  be  particularly  effective  ways  to  increase  the  accuracy  of  citizen  reporting   in  disasters. One  is  to  actively  promote  the  Tweak  the  Tweet  program  that  Leysia  Palen  and  her  Project  EPIC  colleagues  created  to  make  tweets  more  focused  and  machine  readable  in  disasters,   similar  to  the  NWS  hashtags.    The  system  is  made  up  of  a  series  of  simple,  easy-­‐to-­‐remember  and  short  –  so  they  don’t  use  too  many  of  the  precious  140  characters  in  a  tweet  –hashtags  that   serve  to  identify  the  data  that  follow  them.  Like  the  NWS  hashtag,  the  TtT  hashtags  make  the  data  that  follows  each  of  them  machine  readable.   The  system  was  rushed  into  service  during  the  height  of  the  Haiti  earthquake  recovery,  and  proved  a  valuable  way  of  structuring  the  information  that  residents  and  aid  workers  were   reporting  from  the  scene  of  the  diaster.    For  my  own  use  I’ve  prepared  a  laminated  wallet-­‐sized  card  with  my  emergency  contact  information  on  one  side  and  the  TtT  hashtags  on  the  other,  to   make  certain  that  I’d  have  the  information  on  me  if  needed.    Why  couldn’t  similar  cards  be  mass-­‐produced?
  • 12. Twitter videos Finally,  I’d  like  to  focus  on  one  aspect  of  social  media  that  I  don’t  believe  gets  enough  attention  from  any  of>icials  in  disasters:  streaming  media  sources  such  as  Twitvid,  posterous,  or   vimio. Many  of  us  now  carry  smartphones  capable  of  recording  and  broadcasting,  in  real  time,  many  minutes  of  High  De>inition  video.  Of  course  there  are  many  disasters  where  bandwidth  is   severely  limited,  making  Twitter  the  tool  of  choice  because  of  its  low  bandwidth  requirements,  but  when  infrastructure  is  intact,  consider  the  wealth  of  information  that  could  be  conveyed  by   a  willing  volunteer  panning  his  or  her  smartphone  while  also  narrating  what  is  being  said: ν! an  assessment  of  priority  damage  (downed  utilities,  buildings  hit  by  explosions,  residences  destroyed,  etc.) ν! placing  the  video  in  context  (including  content  such  as  landmarks)   ν! identifying  possible    terrorists  who  run  from  the  scene Multiple  videos  shot  from  multiple  perspectives  can  help  authorities  assemble  a  literal  and/or  a  >igurative  comprehensive  view  -­‐-­‐  talk  about  situational  awareness! One  need  only  remember  the  video  shot  by  a  Virginia  Tech  student  immediately  after  the  mass  shootings  there  that  was  rebroadcast  ad  nauseum  by  the  cable  news  channels,  or  the  countless   videos  of  violence  during  the  Arab  Spring  demonstrates  to  appreciate  the  wealth  of  information  that  could  be  conveyed  by  such  a  video.  Yet,  I  have  been  unable  to  >ind  any  public  agency  that   gives  guidance  on  what  to  include  in  such  videos  and  how  to  submit  them.
  • 13. For more information: W. David Stephenson Stephenson Strategies D.Stephenson@stephensonstrategies.com 508 740-8918 ... And don’t forget to read Data Dynamite: how liberating information will transform our world.   I  agree  with  Administrator  Fugate  that  sometimes  the  barest  of  real-­‐time  information  can  be  invaluable  to  >irst  responders  in  determining  the  scope  of  the  affected  area  and  the   resources  to  mobilize.  But  does  that  mean  that  we  should  automatically  settle  for  the  lowest  common-­‐denominator  information  from  citizen  responders?  That’s  not  good  enough  for  citizen   science  experiments,  which  have  proven  that  amateurs  are  able  to  provide  accurate  information  if  they  are  educated  in  advance  about  what  is  needed.   I  believe  that,  if  given  the  information  they  need  in  easily  accessed  forms,  citizen  responders  will  provide  information  that  is  not  only  timely  but  also  increasingly  accurate.  Let’s  launch   education  programs  that  will  do  just  that.     Thank  you.