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CASE CONTROL STUDY
PRESENTER: DR ABIOYE O.D
FACILITATORS: DR ADIGUN
DR ADENIRAN
DEPARTMENT OF COMMUNITY MEDICINE
UNIOSUN TEACHING HOSPITAL OSOGBO
11/12/2023 1
OUTLINES
• Objectives
• Introduction
• Analytical study designs
• Design of a case control study
• Advantages of case control study
• Limitations to case control study
• Bias in case control study
• Outcomes of case control study
• Bibliography
11/12/2023 2
OBJECTIVES
• To develop an understanding of what case-control studies are
• Understand the value of such studies
• Know the basic methodology for case-control studies
• Know the pros and cons of case-control studies
11/12/2023 3
INTRODUCTION
• A study design is a specific plan or protocol for conducting the study,
which allows the investigator to translate the conceptual hypothesis
into an operational one
11/12/2023 4
QUANTITATIVE VERSUS QUALITATIVE STUDY
• Quantitative research is used to quantify the problem by way of
generating numerical data which can be transformed into useable
statistics. It can generalize results from sample to population.
• Qualitative research is exploratory research. It is used to gain an
understanding of underlying reasons, opinions etc. and provides
insight into the problem
11/12/2023 5
QUANTITATIVE STUDY
• OBSERVATIONAL STUDY
DESCRIPTIVE STUDY
Case series
Case report
ANALYTICAL STUDY
Group data- Ecological study
Individual data -Case control (Retrospective study)
-Cohort(Prospective study)
-Cross-sectional study
• EXPERIMENTAL STUDY
-Randomized control trial
-Non-randomized control trial
11/12/2023 6
EPIDEMIOLOGICAL STUDY CYCLE
• The sequence of events starting with description of disease or health
related event in relation to time, place and person
• It includes searching for and finding differences in occurrence in
different populations
• Then formulating hypotheses regarding possible causative factors and
testing them
• Followed by analysing the results
• The results may lead to further descriptive studies or new
hypotheses.
11/12/2023 7
HEIRARCHY OF STUDY DESIGNS
11/12/2023 8
STUDY DESIGNS
• Observational Studies do not involve any intervention or experiment
• Differences in study group is only observed and analysed
• Not experimentally created
• Experimental Studies entails manipulation of the study factor and
randomization of subjects to treatment groups
• Differences in study group is experimentally created and outcomes
observed
11/12/2023 9
STUDY DESIGNS
11/12/2023 10
ANALYTICAL STUDY
CASE
CONTROL
STUDY
CROSS
SECTIONAL
STUDY
COHORT
STUDY
11/12/2023 11
CASE CONTROL STUDY
• A study that compares two groups of people: those with the disease
or condition under study (cases) and a very similar group of people
who do not have the disease or condition (controls)
• A case control study has three distinct features
• Both exposure and outcome have occurred before the start of the
study
• The study proceeds backwards from effect to cause
• It uses a control or comparison group to support or refute an
inference
11/12/2023 12
CASE CONTROL STUDY
11/12/2023 13
DESIGN OF CASE CONTROL STUDY
d
a b
c
Retrospective
(Case-Control)
E
X
P
O
S
U
R
E
present
absent
DISEASE
present absent
11/12/2023 14
CASE CONTROL STUDY
11/12/2023 15
CASE CONTROL VERSUS COHORT STUDY
11/12/2023 16
CASE CONTROL VERSUS COHORT STUDY
11/12/2023 17
Case Control Studies Cohort Studies
STEPS IN CONDUCTING A CASE CONTROL
STUDY
• Selection of cases and controls
• Matching
• Measurement of exposure
• Analysis and interpretation
11/12/2023 18
SELECTION OF CASES
• Ideally, cases are a random sample of all cases of interest in the source
population (e.g. from vital data, registry data)
• More commonly they are a selection of available cases from a medical
care facility. (e.g. from hospitals, clinics)
• Information can be collected from cases themselves, or from a respondent
by proxy (relative/ friend), from records or a combination of the above
• Selection of cases involves the use of diagnostic and eligibility criteria
11/12/2023 19
SELECTION OF CASES
• Selection is usually from incident rather than prevalent cases
• Incident cases are those derived from ongoing ascertainment of cases
over time
• Prevalent cases are derived from a cross-sectional survey
11/12/2023 20
SELECTION OF CONTROLS
• The control group should be representative of the general population in
terms of probability of exposure to the risk factor
• They should also have had the same opportunity to be exposed as the
cases have
• Not that both cases and controls are equally exposed; but only that they
have had the same opportunity for exposure
• Sources of controls includes hospitals, relatives, neighbourhood or general
population similar to that of the cases
11/12/2023 21
SELECTION OF CONTROLS
• The study base is composed of a population at risk of exposure over a period of time
• Cases emerge within a study base and controls should emerge from the same study
base, except that they are not cases
• For example, if cases are selected exclusively from hospitalized patients, controls must
also be selected from hospitalized patients
• The control should be at risk of the disease
• The control should resemble the case in all respects except for the presence of the
disease
11/12/2023 22
MATCHING
• Matching is defined as the process of selecting controls so that they
are similar to cases in certain characteristics such as age, sex, race,
socioeconomic status and occupation
• Matching is done in order to ensure comparability between cases and
controls
• If matching is not done, these variables could distort or confound the
results
• A confounding factor is one which is associated both with exposure
and disease and is distributed unequally in study and control groups
11/12/2023 23
MATCHING
• Matching can be by matching variables (e.g. age), and matching criteria
(e.g. within the same 5 year age group) must be set up in advance
• Controls can be individually matched (most common) or Frequency
matched
• Individual matching: search for one (or more) controls who have the
required matching criteria
• It is a form of Paired matching where there is one (two) control(s)
individually matched to each cases
• Group matching (Frequency matching): select a population of controls
such that the overall characteristics of the case, e.g. if 15% cases are under
age 20, 15% of the controls are also
11/12/2023 24
MEASUREMENT OF EXPOSURE
• The criteria for determining exposure (i.e the variable of aetiological
importance) are equally important
• Information about exposure should be obtained in precise manner as
it was done for cases and controls
• This may be done by interviews, questionnaires or by studying past
records such as hospital or employment records etc
11/12/2023 25
ANALYSIS OF CASE CONTROL STUDY
• On analysis of case control study we may find out;
• Exposure rates: the frequency of exposure to suspected risk factor in
cases and in controls
• Odds ratio: It is a measure of the strength of association between the
risk factor and the disease being studied
11/12/2023 26
EXPOSURE RATES
Exposure rates
Cases = a/ (a + c) = 33/ 35 = 94.2%
Controls = b/ (b + d) = 55/82 = 67.0%
11/12/2023 27
A case control study provides a direct estimation of the exposure rates (frequency
of exposure) to the suspected factor in disease and non-disease groups
ODDS RATIO
11/12/2023 28
ODDS RATIO
11/12/2023 29
INTERPRETING ODDS RATIO
• OR = 1
-Odds of exposure among cases and controls are same
-Exposure is not associated with disease
• OR > 1
-Odds of exposure among cases are higher than controls
-Exposure is positively associated with disease
• OR < 1
-Odds of exposure among cases are lower than controls
-Exposure is negatively associated with disease
11/12/2023 30
ADVANTAGES OF CASE CONTROL STUDY
• Only realistic study design for uncovering etiology in rare diseases
• Important in understanding new diseases
• Commonly used in outbreaks investigation
• Useful if disease incubation period is long
• Relatively inexpensive; cheap, easy and quick
• No risk to subjects
• Require comparatively few subjects
• Multiple exposures can be examined
• No problem of attrition because it does not require follow-up
• Suitable when randomization is unethical
11/12/2023 31
LIMITATIONS TO CASE CONTROL STUDY
• Susceptible to bias if not carefully designed
• Susceptible to exposure misclassification
• Especially susceptible to recall bias
• Restricted to single outcome
• Cannot calculate Incidence rates
• Cannot distinguish between causes and risk factors
• Cannot assess effects of matching variables
• Selection of cases and control can be cumbersome
• If the incidence of exposure is high, it is difficult to show the difference
between cases and controls
11/12/2023 32
BIAS IN CASE CONTROL STUDY
• BIAS – is a systematic error in a the design, conduct or analysis of a
study which leads us to an erroneous conclusion
• Types of bias in case control studies:
• Selection bias
• Information bias
• Confounding bias
11/12/2023 33
BIAS IN CASE CONTROL STUDY
• SELECTION BIAS- Bias in selection of cases
Sources includes;
• Selective loss to follow-up
• Incomplete ascertainment of cases (Detection or Diagnostic bias)
• Inappropriate control group
• Differential motivation to participate
11/12/2023 34
BIAS IN CASE CONTROL STUDY
• INFORMATION BIAS
Occurs due to -
• Imperfect definitions of study variables
OR
• Flawed data collection procedures.
• Leads to – Misclassification of disease and exposure.
• Types of Information bias –
• Recall bias
• Interviewer bias
11/12/2023 35
BIAS IN CASE CONTROL STUDY
• Recall bias: Cases who are aware of their disease status may be more
likely to recall exposures than controls e.g. congenital malformation
with prenatal infections
• Interviewer bias: When an interviewer is not blinded i.e knows the
case status of subjects, there is potential for interviewer bias
11/12/2023 36
SOME IMPORTANT FINDINGS OF CASE
CONTROL STUDY
1950’s
• Cigarette smoking and lung cancer
1970’s
• Diethyl stilbestrol and vaginal adenocarcinoma
• Post-menopausal estrogens and endometrial cancer
1980 ’s
• Aspirin and Reyes sydrome
• Tampon use and toxic shocks syndrome
• L-tryptopham and eosinophilia-myalgia syndrome
• AIDS and sexual practices
1990’s
• Vaccine effectiveness
• Diet and cancer
11/12/2023 37
BIBLIOGRAPHY
• Park, k.Park’sTextbook of Preventive and Social Medicine 25thed;2021.
• Mausner & Bahn Epidemiology: An Introductory Text 2nd ed; Mausner
JS, Kramer S. 2015.
• A Dictionary of Epidemiology 3rd ed; Last JM.2020.
• Epidemiology 3rd ed; Gordis L. 2019.
• Origins and early development of the case-control study by Nigel
Paneth, Ezra Susser, Mervyn Susser. Available from
www.epidemiology.ch/history/papers
11/12/2023 38
11/12/2023 39

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Fundamentals of study.pptx

  • 1. CASE CONTROL STUDY PRESENTER: DR ABIOYE O.D FACILITATORS: DR ADIGUN DR ADENIRAN DEPARTMENT OF COMMUNITY MEDICINE UNIOSUN TEACHING HOSPITAL OSOGBO 11/12/2023 1
  • 2. OUTLINES • Objectives • Introduction • Analytical study designs • Design of a case control study • Advantages of case control study • Limitations to case control study • Bias in case control study • Outcomes of case control study • Bibliography 11/12/2023 2
  • 3. OBJECTIVES • To develop an understanding of what case-control studies are • Understand the value of such studies • Know the basic methodology for case-control studies • Know the pros and cons of case-control studies 11/12/2023 3
  • 4. INTRODUCTION • A study design is a specific plan or protocol for conducting the study, which allows the investigator to translate the conceptual hypothesis into an operational one 11/12/2023 4
  • 5. QUANTITATIVE VERSUS QUALITATIVE STUDY • Quantitative research is used to quantify the problem by way of generating numerical data which can be transformed into useable statistics. It can generalize results from sample to population. • Qualitative research is exploratory research. It is used to gain an understanding of underlying reasons, opinions etc. and provides insight into the problem 11/12/2023 5
  • 6. QUANTITATIVE STUDY • OBSERVATIONAL STUDY DESCRIPTIVE STUDY Case series Case report ANALYTICAL STUDY Group data- Ecological study Individual data -Case control (Retrospective study) -Cohort(Prospective study) -Cross-sectional study • EXPERIMENTAL STUDY -Randomized control trial -Non-randomized control trial 11/12/2023 6
  • 7. EPIDEMIOLOGICAL STUDY CYCLE • The sequence of events starting with description of disease or health related event in relation to time, place and person • It includes searching for and finding differences in occurrence in different populations • Then formulating hypotheses regarding possible causative factors and testing them • Followed by analysing the results • The results may lead to further descriptive studies or new hypotheses. 11/12/2023 7
  • 8. HEIRARCHY OF STUDY DESIGNS 11/12/2023 8
  • 9. STUDY DESIGNS • Observational Studies do not involve any intervention or experiment • Differences in study group is only observed and analysed • Not experimentally created • Experimental Studies entails manipulation of the study factor and randomization of subjects to treatment groups • Differences in study group is experimentally created and outcomes observed 11/12/2023 9
  • 12. CASE CONTROL STUDY • A study that compares two groups of people: those with the disease or condition under study (cases) and a very similar group of people who do not have the disease or condition (controls) • A case control study has three distinct features • Both exposure and outcome have occurred before the start of the study • The study proceeds backwards from effect to cause • It uses a control or comparison group to support or refute an inference 11/12/2023 12
  • 14. DESIGN OF CASE CONTROL STUDY d a b c Retrospective (Case-Control) E X P O S U R E present absent DISEASE present absent 11/12/2023 14
  • 16. CASE CONTROL VERSUS COHORT STUDY 11/12/2023 16
  • 17. CASE CONTROL VERSUS COHORT STUDY 11/12/2023 17 Case Control Studies Cohort Studies
  • 18. STEPS IN CONDUCTING A CASE CONTROL STUDY • Selection of cases and controls • Matching • Measurement of exposure • Analysis and interpretation 11/12/2023 18
  • 19. SELECTION OF CASES • Ideally, cases are a random sample of all cases of interest in the source population (e.g. from vital data, registry data) • More commonly they are a selection of available cases from a medical care facility. (e.g. from hospitals, clinics) • Information can be collected from cases themselves, or from a respondent by proxy (relative/ friend), from records or a combination of the above • Selection of cases involves the use of diagnostic and eligibility criteria 11/12/2023 19
  • 20. SELECTION OF CASES • Selection is usually from incident rather than prevalent cases • Incident cases are those derived from ongoing ascertainment of cases over time • Prevalent cases are derived from a cross-sectional survey 11/12/2023 20
  • 21. SELECTION OF CONTROLS • The control group should be representative of the general population in terms of probability of exposure to the risk factor • They should also have had the same opportunity to be exposed as the cases have • Not that both cases and controls are equally exposed; but only that they have had the same opportunity for exposure • Sources of controls includes hospitals, relatives, neighbourhood or general population similar to that of the cases 11/12/2023 21
  • 22. SELECTION OF CONTROLS • The study base is composed of a population at risk of exposure over a period of time • Cases emerge within a study base and controls should emerge from the same study base, except that they are not cases • For example, if cases are selected exclusively from hospitalized patients, controls must also be selected from hospitalized patients • The control should be at risk of the disease • The control should resemble the case in all respects except for the presence of the disease 11/12/2023 22
  • 23. MATCHING • Matching is defined as the process of selecting controls so that they are similar to cases in certain characteristics such as age, sex, race, socioeconomic status and occupation • Matching is done in order to ensure comparability between cases and controls • If matching is not done, these variables could distort or confound the results • A confounding factor is one which is associated both with exposure and disease and is distributed unequally in study and control groups 11/12/2023 23
  • 24. MATCHING • Matching can be by matching variables (e.g. age), and matching criteria (e.g. within the same 5 year age group) must be set up in advance • Controls can be individually matched (most common) or Frequency matched • Individual matching: search for one (or more) controls who have the required matching criteria • It is a form of Paired matching where there is one (two) control(s) individually matched to each cases • Group matching (Frequency matching): select a population of controls such that the overall characteristics of the case, e.g. if 15% cases are under age 20, 15% of the controls are also 11/12/2023 24
  • 25. MEASUREMENT OF EXPOSURE • The criteria for determining exposure (i.e the variable of aetiological importance) are equally important • Information about exposure should be obtained in precise manner as it was done for cases and controls • This may be done by interviews, questionnaires or by studying past records such as hospital or employment records etc 11/12/2023 25
  • 26. ANALYSIS OF CASE CONTROL STUDY • On analysis of case control study we may find out; • Exposure rates: the frequency of exposure to suspected risk factor in cases and in controls • Odds ratio: It is a measure of the strength of association between the risk factor and the disease being studied 11/12/2023 26
  • 27. EXPOSURE RATES Exposure rates Cases = a/ (a + c) = 33/ 35 = 94.2% Controls = b/ (b + d) = 55/82 = 67.0% 11/12/2023 27 A case control study provides a direct estimation of the exposure rates (frequency of exposure) to the suspected factor in disease and non-disease groups
  • 30. INTERPRETING ODDS RATIO • OR = 1 -Odds of exposure among cases and controls are same -Exposure is not associated with disease • OR > 1 -Odds of exposure among cases are higher than controls -Exposure is positively associated with disease • OR < 1 -Odds of exposure among cases are lower than controls -Exposure is negatively associated with disease 11/12/2023 30
  • 31. ADVANTAGES OF CASE CONTROL STUDY • Only realistic study design for uncovering etiology in rare diseases • Important in understanding new diseases • Commonly used in outbreaks investigation • Useful if disease incubation period is long • Relatively inexpensive; cheap, easy and quick • No risk to subjects • Require comparatively few subjects • Multiple exposures can be examined • No problem of attrition because it does not require follow-up • Suitable when randomization is unethical 11/12/2023 31
  • 32. LIMITATIONS TO CASE CONTROL STUDY • Susceptible to bias if not carefully designed • Susceptible to exposure misclassification • Especially susceptible to recall bias • Restricted to single outcome • Cannot calculate Incidence rates • Cannot distinguish between causes and risk factors • Cannot assess effects of matching variables • Selection of cases and control can be cumbersome • If the incidence of exposure is high, it is difficult to show the difference between cases and controls 11/12/2023 32
  • 33. BIAS IN CASE CONTROL STUDY • BIAS – is a systematic error in a the design, conduct or analysis of a study which leads us to an erroneous conclusion • Types of bias in case control studies: • Selection bias • Information bias • Confounding bias 11/12/2023 33
  • 34. BIAS IN CASE CONTROL STUDY • SELECTION BIAS- Bias in selection of cases Sources includes; • Selective loss to follow-up • Incomplete ascertainment of cases (Detection or Diagnostic bias) • Inappropriate control group • Differential motivation to participate 11/12/2023 34
  • 35. BIAS IN CASE CONTROL STUDY • INFORMATION BIAS Occurs due to - • Imperfect definitions of study variables OR • Flawed data collection procedures. • Leads to – Misclassification of disease and exposure. • Types of Information bias – • Recall bias • Interviewer bias 11/12/2023 35
  • 36. BIAS IN CASE CONTROL STUDY • Recall bias: Cases who are aware of their disease status may be more likely to recall exposures than controls e.g. congenital malformation with prenatal infections • Interviewer bias: When an interviewer is not blinded i.e knows the case status of subjects, there is potential for interviewer bias 11/12/2023 36
  • 37. SOME IMPORTANT FINDINGS OF CASE CONTROL STUDY 1950’s • Cigarette smoking and lung cancer 1970’s • Diethyl stilbestrol and vaginal adenocarcinoma • Post-menopausal estrogens and endometrial cancer 1980 ’s • Aspirin and Reyes sydrome • Tampon use and toxic shocks syndrome • L-tryptopham and eosinophilia-myalgia syndrome • AIDS and sexual practices 1990’s • Vaccine effectiveness • Diet and cancer 11/12/2023 37
  • 38. BIBLIOGRAPHY • Park, k.Park’sTextbook of Preventive and Social Medicine 25thed;2021. • Mausner & Bahn Epidemiology: An Introductory Text 2nd ed; Mausner JS, Kramer S. 2015. • A Dictionary of Epidemiology 3rd ed; Last JM.2020. • Epidemiology 3rd ed; Gordis L. 2019. • Origins and early development of the case-control study by Nigel Paneth, Ezra Susser, Mervyn Susser. Available from www.epidemiology.ch/history/papers 11/12/2023 38