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PHARMACOEPIDEMIOLOGY
PRASHANT KOSHAL
What is Epidemiology?
Epidemiology
• Epidemiology is the study of the
determinants, distribution, and frequency of
disease
• Who gets disease and why
• Epidemiologists study sick and well people to
determine the crucial difference between
those who get disease and those who are
spared
Recent data indicate that 100000
Americans die each year from Adverse
Drug Reactions, and 1.5 million US
hospitalizations each year result from
Adverse Drug Reactions; yet, 20-70% of
Adverse Drug Reactions may be
preventable. The harm that drugs can
cause has led to the development of the
field of Pharmacoepidemiology.
What Is Pharmacoepidemiology?
All drugs have adverse effects.
Pharmacoepidemilogy will never succeed
in preventing them. It can only detect
them, hopefully early, and thereby
educate health care providers and
public, which will lead to better
medication use.
“The study of drugs as
determinants of health and disease
in the general unselected
population.”
Spitzer
“The application of epidemiologic
knowledge, methods, and
reasoning to the study of the
effects (beneficial and adverse) and
use of drugs in human
populations.”
Porta and Hartzema
“The study of the use
and effects of medications in
large numbers of people”
Strom
Clinical pharmacology
Pharmacoepidemiology
Epidemiology
Strom
The joining of the fields of clinical
pharmacology and epidemiology has
resulted in the development of a new
field: ‘pharmacoepidemiology’ the
study of the use of and the effects of
drugs in large numbers of people.
TYPEs :
Epidemiology is defined as the study of the
distribution and resulting determinants of diseases on
populations.
Epidemiological studies can be divided into two main
types:
1. Observational Study
2. Intervention Study
OBSERVATIONAL VS EXPERIMENTAL
STUDIES
•Observational studies , Allow nature to take its
cause; the investigator measures but does not
intervene.
•Descriptive study: focuses on the description of
the occurrence of a disease in a population.
•Analytical study analyses relationships between
health status and other variables.
OBSERVATIONAL VS EXPERIMENTAL STUDIES
•Experimental or interventional studies: involve
an active attempt to change a disease
determinant(e.g an exposure or a behaviour)
or the progress of a disaese (through
treatment)
•The studies are based on a group which has
had the experience compared with control
group which has not had the experience.
PURPOSE OF DESCRIPTIVE
EPIDEMIOLOGY
•To generate hypothesis
•To permit evaluation of trends in health &
disease and comparisons among countries and
subgroups within countries.
•To provide a basis for planning, provision and
evaluation of health services
•To identify problems to be studied by
analytical methods and to suggest areas that
may be fruitful for investigation.
CASE STUDIES(CASE SERIES)
Case reports:
documents unusual medical occurrence and
can represent the first clues to the
formulation of hypothesis, generally report a
new or unique findings and previous
undescribed disease.
•Case series: collection of individual case
reports which may occur within a fairly short
time, and experience of a group of patients
with similar diagnosis.
Case Series
Advantages
Useful for hypothesis generation
Informative for very rare disease with few
established risk factors
Usually of short duration.
Disadvantages
Cannot study cause and effect relationships
Cannot assess disease frequency
ANALYTICAL STUDIES
Two basic designs:
• Case – control or retrospective study
• Cohort or prospective
NOTE
• There must be a comparison group
• No control No conclusion(NCNC)
CROSS-SECTIONAL STUDY
• It is also called epidemiologic study or prevalence study.
• It analyses (describes)data collected on a group of subjects
at one point in time rather than over a period of time. i.e.
they survey exposure and disease at a single point in time.
• Both exposure and outcome variables are been evaluated at
the same point in time(without any inbuilt directionality).
• Most sophisticated descriptive study.
• It answers the question “WHAT IS HAPPENING RIGHT
NOW?”
Question: “what is happening?”
no direction of inquiry
subjects
With outcome
Without outcome
endonset time
CROSS-SECTIONAL STUDY
ADVANTAGES
• Best for determining
the status
quo(prevalence)
• Quick
• Relatively inexpensive
DISADVANTAGES
• Only a snapshot at a
time leading to a
misinformation
• Response rate may be
low ,with result not
representative of the
population
CASE CONTROL OR CASE HISTORY
STUDY
Advantages of case control
• It is relatively easy to carry out.
• It is also rapid and inexpensive.
• It requires comparatively few subjects.
• It can assist one in studying different etiological
factors.
• One does not need an ethical clearance.
• There is no risk to the subject .
Disadvantages of case control
• It introduces bias
• To select an appropriate control could be difficult
• It may be difficult to distinguish between the cause
of a disease and an associated factor
COHORT STUDY
• A cohort is a group of people who have
something in common and remain part of a
group over an extended time
• A group of people exposed to a suspected
etiological agent are compared with a matched
control who have not been similarly exposed.
Subject selected on the basis of exposure [a
etiological factor; cigarette smoking]
• Follow-up over a period to compare the outcome
• Also a longitudinal study or prospective study
ADVANTAGES OF COHORT STUDY
• There is no bias
• The risk can be calculated bcos the incidence
can be calculated
• It is effective for studying rare exposures
• It allows the study of the natural history of the
disease
• It assists in determining the temporal
relationship between the etiological factor &
the disease
DISADVANTAGES OF COHORT STUDY
• It takes a long time
• It is expensive
• Large no of subjects are needed
• There could be changes in the standard methods or
diagnostic criteria
EXPERIMENTAL STUDIES
• Studies in which 1 group is deliberately subjected to
an experience compared with a control group with
no similar experience
• The gold standard in medicine because it proves
causality
• Can be controlled or uncontrolled
CONTROLLED EXPERIMENTAL STUDIES
• In this study, a drug or procedure is compared to:
1. Another drug
2. Procedure
3. Placebo
4. Previously accepted tx
• The aim is to prove the difference due to tx
CONTROLLED EXPERIMENTAL STUDIES
• Control could be:
• Blind trial-single or double
A. METHODOLOGY
1. Concurrent or parallel: randomized or non-
randomized(quasi)
2. Sequential control: self controlled or cross over
3. External control
B. STUDY POPULATION
1. Clinical trials
2. Field trials
3. Community trials
EXPERIMENTAL STUDIES
ADVANTAGES
• Best study type
• Greatest proove of causality
• Gold standard for other
design
• Least bias
• Proves best tx or procedure
efficacy
DISADVANTAGES
• Greatest expense
• Long duration
• Unproven facts adopted by
community can hinder
study acceptance
DRUG UTILIZATION STUDY:
• Drug utilization studies aim to evaluate factors
related to the
prescribing, dispensing, administering and
taking of medication, and its associated events
(either beneficial or adverse).
• Since the early 1960’s the interest in Drug
Utilization Studies has been increasing, first with
market-only purposes, then for evaluating the
quality of medical prescription and comparing
patterns of use of specific drugs.
• The increasing importance of drug utilization
studies as a valuable investigation resource in
pharmacoepidemiology has been bridging it
with other health related areas, such as public
health, Pharmacovigilance, Pharmacoeconomics
or Pharmacogenetics.
• Drug utilization research is thus an essential part
of pharmacoepidemiology as it describes the
extent, nature and determinants of drug
exposure. In common use, the distinction
between these two terms has become less
sharp, and they are sometimes used
interchangeably.
Drug utilization research and pharmacoepidemiology may
provide insights into the following aspects of drug use and
drug prescribing:
• Pattern of use: extent and profiles of drug use and trends in
drug use and costs over time.
• Quality of use: audits comparing actual use to national and
regional prescription guidelines or local drug formularies.
Quality indices of drug use may include the choice of drug
(compliance to recommended assortment), drug cost
(compliance to budgetary recommendations), drug dosage
(awareness of inter-individual variations in dose
requirements and age dependence), drug interaction
awareness, ADR awareness, proportion of patients being
aware of/unaware of the cost/benefit of the treatment, etc.
• Determinants of use: user characteristics (e.g.
socio-demographic parameters, attitude
towards drugs), prescriber characteristics
(e.g. specialty, education and factors
influencing therapeutic decisions), and drug
characteristics (e.g. therapeutic
properties, affordability)
• Outcomes of use: health outcomes (benefits
and adverse effects) and economic
consequences.
Special applications of Pharmacoepidemiology
• Studies of Drug Utilization
• Evaluating and improving physician prescribing
• Drug Utilization Review
• Special methodologic issues in PE studies of
Vaccine Study
• PE studies of Devices
• Studies of Drug induced birth defects
• PE and Risk management
• Use of PE to study Medication Errors
• Hospital PE.
THaNK YoU ……

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Pharmacoepideiology

  • 3. Epidemiology • Epidemiology is the study of the determinants, distribution, and frequency of disease • Who gets disease and why • Epidemiologists study sick and well people to determine the crucial difference between those who get disease and those who are spared
  • 4. Recent data indicate that 100000 Americans die each year from Adverse Drug Reactions, and 1.5 million US hospitalizations each year result from Adverse Drug Reactions; yet, 20-70% of Adverse Drug Reactions may be preventable. The harm that drugs can cause has led to the development of the field of Pharmacoepidemiology.
  • 5. What Is Pharmacoepidemiology? All drugs have adverse effects. Pharmacoepidemilogy will never succeed in preventing them. It can only detect them, hopefully early, and thereby educate health care providers and public, which will lead to better medication use.
  • 6. “The study of drugs as determinants of health and disease in the general unselected population.” Spitzer
  • 7. “The application of epidemiologic knowledge, methods, and reasoning to the study of the effects (beneficial and adverse) and use of drugs in human populations.” Porta and Hartzema
  • 8. “The study of the use and effects of medications in large numbers of people” Strom
  • 10. The joining of the fields of clinical pharmacology and epidemiology has resulted in the development of a new field: ‘pharmacoepidemiology’ the study of the use of and the effects of drugs in large numbers of people.
  • 11. TYPEs : Epidemiology is defined as the study of the distribution and resulting determinants of diseases on populations. Epidemiological studies can be divided into two main types: 1. Observational Study 2. Intervention Study
  • 12.
  • 13. OBSERVATIONAL VS EXPERIMENTAL STUDIES •Observational studies , Allow nature to take its cause; the investigator measures but does not intervene. •Descriptive study: focuses on the description of the occurrence of a disease in a population. •Analytical study analyses relationships between health status and other variables.
  • 14. OBSERVATIONAL VS EXPERIMENTAL STUDIES •Experimental or interventional studies: involve an active attempt to change a disease determinant(e.g an exposure or a behaviour) or the progress of a disaese (through treatment) •The studies are based on a group which has had the experience compared with control group which has not had the experience.
  • 15. PURPOSE OF DESCRIPTIVE EPIDEMIOLOGY •To generate hypothesis •To permit evaluation of trends in health & disease and comparisons among countries and subgroups within countries. •To provide a basis for planning, provision and evaluation of health services •To identify problems to be studied by analytical methods and to suggest areas that may be fruitful for investigation.
  • 16. CASE STUDIES(CASE SERIES) Case reports: documents unusual medical occurrence and can represent the first clues to the formulation of hypothesis, generally report a new or unique findings and previous undescribed disease. •Case series: collection of individual case reports which may occur within a fairly short time, and experience of a group of patients with similar diagnosis.
  • 17. Case Series Advantages Useful for hypothesis generation Informative for very rare disease with few established risk factors Usually of short duration. Disadvantages Cannot study cause and effect relationships Cannot assess disease frequency
  • 18. ANALYTICAL STUDIES Two basic designs: • Case – control or retrospective study • Cohort or prospective NOTE • There must be a comparison group • No control No conclusion(NCNC)
  • 19. CROSS-SECTIONAL STUDY • It is also called epidemiologic study or prevalence study. • It analyses (describes)data collected on a group of subjects at one point in time rather than over a period of time. i.e. they survey exposure and disease at a single point in time. • Both exposure and outcome variables are been evaluated at the same point in time(without any inbuilt directionality). • Most sophisticated descriptive study. • It answers the question “WHAT IS HAPPENING RIGHT NOW?”
  • 20. Question: “what is happening?” no direction of inquiry subjects With outcome Without outcome endonset time
  • 21. CROSS-SECTIONAL STUDY ADVANTAGES • Best for determining the status quo(prevalence) • Quick • Relatively inexpensive DISADVANTAGES • Only a snapshot at a time leading to a misinformation • Response rate may be low ,with result not representative of the population
  • 22. CASE CONTROL OR CASE HISTORY STUDY
  • 23. Advantages of case control • It is relatively easy to carry out. • It is also rapid and inexpensive. • It requires comparatively few subjects. • It can assist one in studying different etiological factors. • One does not need an ethical clearance. • There is no risk to the subject .
  • 24. Disadvantages of case control • It introduces bias • To select an appropriate control could be difficult • It may be difficult to distinguish between the cause of a disease and an associated factor
  • 25. COHORT STUDY • A cohort is a group of people who have something in common and remain part of a group over an extended time • A group of people exposed to a suspected etiological agent are compared with a matched control who have not been similarly exposed. Subject selected on the basis of exposure [a etiological factor; cigarette smoking] • Follow-up over a period to compare the outcome • Also a longitudinal study or prospective study
  • 26.
  • 27. ADVANTAGES OF COHORT STUDY • There is no bias • The risk can be calculated bcos the incidence can be calculated • It is effective for studying rare exposures • It allows the study of the natural history of the disease • It assists in determining the temporal relationship between the etiological factor & the disease
  • 28. DISADVANTAGES OF COHORT STUDY • It takes a long time • It is expensive • Large no of subjects are needed • There could be changes in the standard methods or diagnostic criteria
  • 29. EXPERIMENTAL STUDIES • Studies in which 1 group is deliberately subjected to an experience compared with a control group with no similar experience • The gold standard in medicine because it proves causality • Can be controlled or uncontrolled
  • 30. CONTROLLED EXPERIMENTAL STUDIES • In this study, a drug or procedure is compared to: 1. Another drug 2. Procedure 3. Placebo 4. Previously accepted tx • The aim is to prove the difference due to tx
  • 31. CONTROLLED EXPERIMENTAL STUDIES • Control could be: • Blind trial-single or double A. METHODOLOGY 1. Concurrent or parallel: randomized or non- randomized(quasi) 2. Sequential control: self controlled or cross over 3. External control
  • 32. B. STUDY POPULATION 1. Clinical trials 2. Field trials 3. Community trials
  • 33. EXPERIMENTAL STUDIES ADVANTAGES • Best study type • Greatest proove of causality • Gold standard for other design • Least bias • Proves best tx or procedure efficacy DISADVANTAGES • Greatest expense • Long duration • Unproven facts adopted by community can hinder study acceptance
  • 34. DRUG UTILIZATION STUDY: • Drug utilization studies aim to evaluate factors related to the prescribing, dispensing, administering and taking of medication, and its associated events (either beneficial or adverse). • Since the early 1960’s the interest in Drug Utilization Studies has been increasing, first with market-only purposes, then for evaluating the quality of medical prescription and comparing patterns of use of specific drugs.
  • 35. • The increasing importance of drug utilization studies as a valuable investigation resource in pharmacoepidemiology has been bridging it with other health related areas, such as public health, Pharmacovigilance, Pharmacoeconomics or Pharmacogenetics. • Drug utilization research is thus an essential part of pharmacoepidemiology as it describes the extent, nature and determinants of drug exposure. In common use, the distinction between these two terms has become less sharp, and they are sometimes used interchangeably.
  • 36. Drug utilization research and pharmacoepidemiology may provide insights into the following aspects of drug use and drug prescribing: • Pattern of use: extent and profiles of drug use and trends in drug use and costs over time. • Quality of use: audits comparing actual use to national and regional prescription guidelines or local drug formularies. Quality indices of drug use may include the choice of drug (compliance to recommended assortment), drug cost (compliance to budgetary recommendations), drug dosage (awareness of inter-individual variations in dose requirements and age dependence), drug interaction awareness, ADR awareness, proportion of patients being aware of/unaware of the cost/benefit of the treatment, etc.
  • 37. • Determinants of use: user characteristics (e.g. socio-demographic parameters, attitude towards drugs), prescriber characteristics (e.g. specialty, education and factors influencing therapeutic decisions), and drug characteristics (e.g. therapeutic properties, affordability) • Outcomes of use: health outcomes (benefits and adverse effects) and economic consequences.
  • 38.
  • 39. Special applications of Pharmacoepidemiology • Studies of Drug Utilization • Evaluating and improving physician prescribing • Drug Utilization Review • Special methodologic issues in PE studies of Vaccine Study • PE studies of Devices • Studies of Drug induced birth defects • PE and Risk management • Use of PE to study Medication Errors • Hospital PE.