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DR. Sudhira Kumar Parida.
OVERVIEW
๏‚—   Introduction.
๏‚—   Design of a Case-Control Study.
๏‚—   Hallmark.
๏‚—   Selection of cases.
๏‚—   Selection of controls.
๏‚—   Problems in control selection.
๏‚—   Multiple control.
๏‚—   Matching.
๏‚—   When warranted?
๏‚—   Case-Control Study based in a defined cohort.
๏‚—   Measurement of exposure.
๏‚—   Analysis & Interpretation.
๏‚—   Bias
๏‚—   Adv & disadv.
๏‚—   Examples
INTRODUCTION
       Epidemiological Studies
๏‚— Observational studies   ๏‚— Experimental studies
A.Descriptive studies     A.RCT/ Clinical trials
B.Analytical studies      B.Field trials/ Community
 1.Ecological/              intervention studies
  Correlational
                          C.Community trials.
 2.Cross-sectional/
  Prevalence
 3.Case-control/ Case-
  reference
 4.Cohort/ Follow-up
DESIGN OF A CASE-CONTROL
STUDY
                             First Select

                               CASES         CONTROLS
                           (with disease)   (without ds)

THEN MEASURE PAST EXPOSURE
        Were Exposed       a                    b
        Were Not exposed  c                    d


                   Total         a+c          b+d

         Proportions Exposed     a             b
                                a+c           b+d
HALLMARK
๏‚— It begins with people with the disease(CASES) &
 COMPARES them to people without the
 ds(CONTROLS).
SELECTION OF CASES
๏‚— Definition of a CASE:
  i)diagnostic criteria & stage of the ds ,if any.
  ii)eligibility criteria-preferably incident cases.
๏‚— Sources:
  1.hospital-based
  2.population-based
๏‚— Case verification
๏‚— Exclusion criteria
SELECTION OF CONTROLS
๏‚— Who is a CONTROL
๏‚— Sources:
1.hospital-based
2.population-based
  i)school rosters
  ii)selective service lists
  iii)insurance company lists
  iv)neighbourhood
  v)best friend
  vi)spouse/ sibling
  vii)dead
USE OF MULTIPLE CONTROLS
๏‚— Same types:
   -increases the power of the study(only upto
  1case:4control)
๏‚— Different types:
  -for exploring alternate hypotheses
  -for taking account possible potential biases like recall
  bias.
MATCHING
๏‚— Def: The process of selecting the controls so that they are similar
  to cases in certain characteristics ,such as age,race,sex,socio-eco.
  status & occupation.
๏‚— Types:
  1.Group/ Frequency
  2.Individual/ Matched pairs.
๏‚— Problems:
 a)practical-difficulty in finding a control
 b)conceptual-cannot study that characteristic
 c)unplanned matching
 d)overmatching
WHEN A CASE-CONTROL STUDY
IS WARRANTED
๏‚— Often the 1st step in determining whether an exposure
  is linked to an increased risk of ds.
๏‚— Rare ds.
CASE-CONTROL STUDIES BASED IN
A DEFINED COHORT
                    Defined      Initial Data &/or Sr.,Urine or
                    Cohort       Other specimens



  YEARS
          Develop
          Disease             Have Not developed
                                    disease



                                    Sub-gr
          CASES                   selected as
                                  CONTROL
๏‚— Nested Case-Control Studies:
  -controls are a sample of individuals who are at risk for the
  ds at the time of each case of the ds develops.
  -cases & controls are matched on calendar time & length
  of follow-up.
๏‚— Case-Cohort Studies:
  -controls are randomly chosen.
  -Adv: possible to study different diseases.
ADVANTAGES OF EMBEDDING A
CASE-CONTROL STUDY IN A
DEFINED COHORT
๏‚— Recall bias-eliminated.
๏‚— Abnormalities in biologic characteristics like lab
  values โ€“risk factors.
๏‚— More economical.
๏‚— Less lab burden.
๏‚— Greater comparability b/w cases & controls.
MEASUREMENT OF EXPOSURE
( IN PRICESLY THE SAME MANNER BOTH FOR
  CASES & CONTROLS .)
๏‚— Interviews
๏‚— Questionnaires
๏‚— Past records of cases
    -hospital records
    -employment records etc.
ANALYSIS
๏‚— Exposure rates among cases & controls to suspected
  factor.
๏‚— Estimation of ds risk asso. With exposure( ODDS
  RATIO).
EXPOSURE RATES:
๏‚— Direct estimation.
     A Case-Control Study of Smoking &Lung cancer.


                                  Cases         Controls
                           (with Lung cancer)   (without lung cancer)
Smokers(<5 cigarettes/d)            33 (a)         55 (b)

Non-smokers                           2 (c)         27 (d)

Total                                35 (a+c)       82 (b+d)



     Exposure rates:
  . Cases= a/a+c= 33/35 =94.2%
  . Controls= b/b+d =55/82 =67%.
ODDS RATIO
(RELATIVE ODDS/ CROSS-PRODUCTS RATIO.)
๏‚— A measure of the Strength of the association b/w risk
  factor & ds.
๏‚— Def:
    OR=        Odds that a case was exposed

               Odds that a control was exposed
      =
             a/c
      =
             b/d
             ad
             bc
      =
              Product of 2 cells that SUPPORT the hypothesis

              Product of 2 cells that NEGATE the hypothesis
๏‚— Interpretation:
   OR=1 (exposure is not related to the ds)
      >1 (+ly related)
      <1 (- ly related).
๏‚— OR is a good approximation of RR when:
  -cases studied are representative of those with the ds.
  -controls studied are representative of those without the
  ds.
  -ds being studied does not occur frequently.
๏‚— CALCULATING โ€˜ORโ€™ IN AN UNMATCHED CASE-
 CONTROL STUDY:
 OR= ad
         bc

๏‚— CALCULATING โ€˜ORโ€™ IN A MATCHED PAIRS CASE-
 CONTROL STUDY:

                                          CONTROL
                            Exposed            Not exposed

  C     Exposed                    p                q
  A
  S
        Not exposed                r                 s
  E


      OR=Ratio of discordant pairs=q/r.
BIAS
๏‚— Bias due to confounding.
๏‚— Recall bias.
๏‚— Selection bias.
๏‚— Berkesonian bias.
๏‚— Interviewerโ€™s bias.
ADVANTAGES
๏‚— Relatively easy.
๏‚— Rapid & inexpensive.
๏‚— Rare ds.
๏‚— No risk to subjects.
๏‚— Allows study of several different aetiological factors.
๏‚— Risk factors can be identified-----๏ƒ 
   rational prevention & control programme
๏‚— No attrition problems.
๏‚— Minimal ethical problem.
DISVANTAGES
๏‚—   Recall bias.
๏‚—   Selection of appropriate control gr. โ€“may be difficult.
๏‚—   Cannot measure incidence.
๏‚—   Cannot distinguish b/w causes & asso. Factors.
๏‚—   Not suited to evaluation of Tt/ Px of ds.
๏‚—   Concern about representativeness of cases & controls.
EXAMPLES
   MATERNAL DES THERAPY & ADENOCARCINOMA
    OF VAGINA IN FEMALE OFFSPRINGS:

                      CASES   CONTROLS   SIGNIFICANCE
                       (8)     (32)         LEVEL
Maternal age          26.1    29.3          n.s.

Maternal smoking       7       21           n.s.

Antenatal radiology     1       4           n.s.

Oestrogen exposure      7       --       P< 0.00001
OCP & THROMBOEMBOLIC DISEASE:


                             CASES(Venous   CONTROLS
                          thrombosis &
                          pul.embolism)
                                 (84)         (168)
% who used OCP                   50             14

THALIDOMIDE TRAGEDY:


                              CASES(46)     CONTROLS(300)
Thalidomide exposure in          41             --
early pregnancy
REFERENCES
๏‚— Leon Gordis,4th ed.
๏‚— Silman, Macfarane ,2nd ed.
๏‚— Park,20th ed.
THANK YOU.
Case control studies..skp

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Case control studies..skp

  • 2. OVERVIEW ๏‚— Introduction. ๏‚— Design of a Case-Control Study. ๏‚— Hallmark. ๏‚— Selection of cases. ๏‚— Selection of controls. ๏‚— Problems in control selection. ๏‚— Multiple control. ๏‚— Matching. ๏‚— When warranted? ๏‚— Case-Control Study based in a defined cohort. ๏‚— Measurement of exposure. ๏‚— Analysis & Interpretation. ๏‚— Bias ๏‚— Adv & disadv. ๏‚— Examples
  • 3. INTRODUCTION Epidemiological Studies ๏‚— Observational studies ๏‚— Experimental studies A.Descriptive studies A.RCT/ Clinical trials B.Analytical studies B.Field trials/ Community 1.Ecological/ intervention studies Correlational C.Community trials. 2.Cross-sectional/ Prevalence 3.Case-control/ Case- reference 4.Cohort/ Follow-up
  • 4. DESIGN OF A CASE-CONTROL STUDY First Select CASES CONTROLS (with disease) (without ds) THEN MEASURE PAST EXPOSURE Were Exposed a b Were Not exposed c d Total a+c b+d Proportions Exposed a b a+c b+d
  • 5. HALLMARK ๏‚— It begins with people with the disease(CASES) & COMPARES them to people without the ds(CONTROLS).
  • 6. SELECTION OF CASES ๏‚— Definition of a CASE: i)diagnostic criteria & stage of the ds ,if any. ii)eligibility criteria-preferably incident cases. ๏‚— Sources: 1.hospital-based 2.population-based ๏‚— Case verification ๏‚— Exclusion criteria
  • 7. SELECTION OF CONTROLS ๏‚— Who is a CONTROL ๏‚— Sources: 1.hospital-based 2.population-based i)school rosters ii)selective service lists iii)insurance company lists iv)neighbourhood v)best friend vi)spouse/ sibling vii)dead
  • 8. USE OF MULTIPLE CONTROLS ๏‚— Same types: -increases the power of the study(only upto 1case:4control) ๏‚— Different types: -for exploring alternate hypotheses -for taking account possible potential biases like recall bias.
  • 9. MATCHING ๏‚— Def: The process of selecting the controls so that they are similar to cases in certain characteristics ,such as age,race,sex,socio-eco. status & occupation. ๏‚— Types: 1.Group/ Frequency 2.Individual/ Matched pairs. ๏‚— Problems: a)practical-difficulty in finding a control b)conceptual-cannot study that characteristic c)unplanned matching d)overmatching
  • 10. WHEN A CASE-CONTROL STUDY IS WARRANTED ๏‚— Often the 1st step in determining whether an exposure is linked to an increased risk of ds. ๏‚— Rare ds.
  • 11. CASE-CONTROL STUDIES BASED IN A DEFINED COHORT Defined Initial Data &/or Sr.,Urine or Cohort Other specimens YEARS Develop Disease Have Not developed disease Sub-gr CASES selected as CONTROL
  • 12. ๏‚— Nested Case-Control Studies: -controls are a sample of individuals who are at risk for the ds at the time of each case of the ds develops. -cases & controls are matched on calendar time & length of follow-up. ๏‚— Case-Cohort Studies: -controls are randomly chosen. -Adv: possible to study different diseases.
  • 13. ADVANTAGES OF EMBEDDING A CASE-CONTROL STUDY IN A DEFINED COHORT ๏‚— Recall bias-eliminated. ๏‚— Abnormalities in biologic characteristics like lab values โ€“risk factors. ๏‚— More economical. ๏‚— Less lab burden. ๏‚— Greater comparability b/w cases & controls.
  • 14. MEASUREMENT OF EXPOSURE ( IN PRICESLY THE SAME MANNER BOTH FOR CASES & CONTROLS .) ๏‚— Interviews ๏‚— Questionnaires ๏‚— Past records of cases -hospital records -employment records etc.
  • 15. ANALYSIS ๏‚— Exposure rates among cases & controls to suspected factor. ๏‚— Estimation of ds risk asso. With exposure( ODDS RATIO).
  • 16. EXPOSURE RATES: ๏‚— Direct estimation. A Case-Control Study of Smoking &Lung cancer. Cases Controls (with Lung cancer) (without lung cancer) Smokers(<5 cigarettes/d) 33 (a) 55 (b) Non-smokers 2 (c) 27 (d) Total 35 (a+c) 82 (b+d) Exposure rates: . Cases= a/a+c= 33/35 =94.2% . Controls= b/b+d =55/82 =67%.
  • 17. ODDS RATIO (RELATIVE ODDS/ CROSS-PRODUCTS RATIO.) ๏‚— A measure of the Strength of the association b/w risk factor & ds. ๏‚— Def: OR= Odds that a case was exposed Odds that a control was exposed = a/c = b/d ad bc = Product of 2 cells that SUPPORT the hypothesis Product of 2 cells that NEGATE the hypothesis
  • 18. ๏‚— Interpretation: OR=1 (exposure is not related to the ds) >1 (+ly related) <1 (- ly related). ๏‚— OR is a good approximation of RR when: -cases studied are representative of those with the ds. -controls studied are representative of those without the ds. -ds being studied does not occur frequently.
  • 19. ๏‚— CALCULATING โ€˜ORโ€™ IN AN UNMATCHED CASE- CONTROL STUDY: OR= ad bc ๏‚— CALCULATING โ€˜ORโ€™ IN A MATCHED PAIRS CASE- CONTROL STUDY: CONTROL Exposed Not exposed C Exposed p q A S Not exposed r s E OR=Ratio of discordant pairs=q/r.
  • 20. BIAS ๏‚— Bias due to confounding. ๏‚— Recall bias. ๏‚— Selection bias. ๏‚— Berkesonian bias. ๏‚— Interviewerโ€™s bias.
  • 21. ADVANTAGES ๏‚— Relatively easy. ๏‚— Rapid & inexpensive. ๏‚— Rare ds. ๏‚— No risk to subjects. ๏‚— Allows study of several different aetiological factors. ๏‚— Risk factors can be identified-----๏ƒ  rational prevention & control programme ๏‚— No attrition problems. ๏‚— Minimal ethical problem.
  • 22. DISVANTAGES ๏‚— Recall bias. ๏‚— Selection of appropriate control gr. โ€“may be difficult. ๏‚— Cannot measure incidence. ๏‚— Cannot distinguish b/w causes & asso. Factors. ๏‚— Not suited to evaluation of Tt/ Px of ds. ๏‚— Concern about representativeness of cases & controls.
  • 23. EXAMPLES MATERNAL DES THERAPY & ADENOCARCINOMA OF VAGINA IN FEMALE OFFSPRINGS: CASES CONTROLS SIGNIFICANCE (8) (32) LEVEL Maternal age 26.1 29.3 n.s. Maternal smoking 7 21 n.s. Antenatal radiology 1 4 n.s. Oestrogen exposure 7 -- P< 0.00001
  • 24. OCP & THROMBOEMBOLIC DISEASE: CASES(Venous CONTROLS thrombosis & pul.embolism) (84) (168) % who used OCP 50 14 THALIDOMIDE TRAGEDY: CASES(46) CONTROLS(300) Thalidomide exposure in 41 -- early pregnancy
  • 25. REFERENCES ๏‚— Leon Gordis,4th ed. ๏‚— Silman, Macfarane ,2nd ed. ๏‚— Park,20th ed.