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PSYCHIATRIC
EPIDEMIOLOGY
Definition
• Study of the distribution of illness in
  populations over time and space
• The study of ‘Mass aspects of disease’
• The pursuit of recurrent and predictable
  patterns of behaviour in a given population
Uses of Epidemiology


1. Completing the clinical picture
2. Community Diagnosis
3. Secular changes in incidence
4. Identification of Risk /Protective
   Factors/Prevention
5. Delineation of syndromes
6. Planning services
Epidemiology Terms
• Rates and Ratios
• Prevalence
  –   Point
  –   Period
  –   Lifetime
  –   Treated and untreated
• Inception (Incidence)
Prevalence and Inception Rates


• Persons
            »   A            -----------------------
            »   B       ---------------
            »   C               ------------
            »   D                              ------
            »   E
                    ____________________________
                    t0          t1       t2      t3
Relative Risk/Odds Ratio
• Attributable Risk = difference between 2
  incidence rates ( exposed-not exposed)
• Relative risk = ratio of incidence rates of
  exposed and non-exposed
• Odds Ratio= ratio of odds of exposure of
  case patients to odds of control subjects
  ( not exposed)
Odds ratio
• Odds Ratio
  A= 30              B = 60
  C= 10              D= 80

  Odds Ratio = A/B divided by C/D = AD/BC =
   30x80/10x60=4
Base Population


•   General population or population subgroup
•   Primary care population
•   Mental health service population
•   Psychiatric Case Registers
Epidemiological Research Design

• Experimental studies
Clinical trials
  – Randomization
  – Placebo
  – Blinding
     • Single, double, tripple
Types of Epidemiological Studies

• Observational studies
  – Cross-Sectional Studies
  – Longitudinal Studies
     • Prospective
     • Retrospective
• Case-Control Studies
  – Establish risk factors, not rates of disorder
• Case Register Studies
Design of a Community Survey
•   Defining the base population (sample frame)
•   Sampling method
•   Case Identification/definition (ascertainment)
•   Survey Instruments
•   Contact and Consent
•   Interview
•   Data entry and analysis
The Problem of Psychiatric Case
          Definition
• Informal clinical judgement (Essen Moller,
  Hagnell,1966)
• Categorical and dimensional approaches
  (Srole et al, 1962)
• Reliability and Validity
• Computerized Diagnosis
Sampling
• Individuals, households,
  addresses,postcodes
• Random sampling
• Stratified sampling
• Comparison with base population
  characteristics
• Sampling error, non cooperation, and
  distorted data from respondents
Instruments
• Questionnaires
   –   GHQ
   –   HAD
   –   Beck’s inventories
   –   Symptom checklists
• Rating scales
   – Hamilton’ Depression Scale
   – Bech Raphaelson Mania Rating Scale
Establishing a causal link between event and
                     disorder

                           Case
                        Yes          No

                 Yes       a          b
Exposed
                  No      c           d
Instruments
• Interviews
  – Structured (same questions asked of all
    subjects)
  – Semi-structured ( same topics covered with
    some leeway for follow on questions
  – Unstructured ( interviewer use their own
    clinical judgement)
Structured Interviews
•   Can be applied by trained lay persons
•   Statements and wording pre-set
•   Standard
•   Examples:
    –   DIS
    –   CIDI
    –   SCID
    –   SADS
Semi-Structured interviews
• PSE
• SCAN
• CIS
Issues of Reliability and Validity


Reliability
  Inter rater agreement
  Test-retest
Validity
 Construct
 Content
 Correlation with gold standard
Sensitivity and Specificity
•                Cases by screening test

                       Yes          No
Cases by interview Yes a(TP)        b(FP)
                    No c(FN)        d(TN)
Sensitivity : a/a+b
Specificity : d/c+d
+ve predictive value a/a+c
Chicago Study : Faris and Dunham (1922-1934)

• 35,000 admissions to mental hospitals
• 1st admissions for schizophrenia highest in
  inner city areas within lowest
  socioeconomic groups
• Led to the social drift and social segregation
  hypotheses
• And to the social causation and social
  selection theories
Midtown Manhattan: Rennie and Srole (1954)


• 1660 adults, structured interview by non
  psychiatrists
• Incidence of mental disorder increased with
  age
• Low socioeconomic group had 6 times as
  many symptoms as those in the high groups
New Haven: Hollingshead and Redlich (1950)

• Social class and prevalence of treated mental
  disorder
• Census of psychiatric patients, community survey,
  survey of psychiatrists and controlled case study
• Described 5 distinct social classes and found
  neurosis in high classes, and psychosis more
  prevalent in lower classes
• 15.1% of population above 26 showed evidence of
  mental disorder
Stirling County: Alexander Leighton


• 20,000 rural persons ,non-clinicians,
  structured interview, later psychiatrist rating
• 24% had notable impairment, and 20%
  needed psychiatric attention
• Women>men, morbidity increases with age
  and poverty
NIMH-ECA Survey : Regier et al 1998-


• 20,000 from various sites across the US
• Structured interview, DIS, lay interviewers
• 15% one year prevalence of mental disorder
  in US population, 1/5 untreated, 1/5 treated
  by mental health, 3/5 primary care
• Depression :women 2/men1
• Men more alcohol and substance misuse
Psychiatric Morbidity in Upper Egypt                         (n=5291)

  Total caseness                                                            18.2%
Case in treatment       0.4%
Case in remission           2.1%
            Case                                8.8%
      Likely case                           6.9%
      Subclinical                                                         17.4%

                    0              5               10            15              20
                        Subclinical         Likely case         Case
                        Case in remission   Case in treatment   Total caseness
The Future of Psychiatric Epidemiology


• Molecular genetics and epidemiology
• Risk factors and dimensional measures of
  psychopathology
• Cross-national differences in the prevalence
  of disorder
• Changes over time (secular) changes in the
  pattern and prevalence of disorders
Group I :Design an epidemiological study to
test the hypothesis: there is higher
prevalence of psychosis in prisons compared
to the general population.
The design should include detecting
associations with potential risk factors for
any excess of psychotic disorders in persons
serving a prison sentence
Design an epidemiological study
that could determine the prevalence
and demographic correlates of
psychiatric disorder in the general
population.
Design a study to examine the
following null hypothesis: The
prevalence of psychiatric morbidity
was the same in 1977 and 1985.
How will you explain any changes
in prevalence detected by the study
11  epidemiology

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11 epidemiology

  • 2. Definition • Study of the distribution of illness in populations over time and space • The study of ‘Mass aspects of disease’ • The pursuit of recurrent and predictable patterns of behaviour in a given population
  • 3. Uses of Epidemiology 1. Completing the clinical picture 2. Community Diagnosis 3. Secular changes in incidence 4. Identification of Risk /Protective Factors/Prevention 5. Delineation of syndromes 6. Planning services
  • 4. Epidemiology Terms • Rates and Ratios • Prevalence – Point – Period – Lifetime – Treated and untreated • Inception (Incidence)
  • 5. Prevalence and Inception Rates • Persons » A ----------------------- » B --------------- » C ------------ » D ------ » E ____________________________ t0 t1 t2 t3
  • 6. Relative Risk/Odds Ratio • Attributable Risk = difference between 2 incidence rates ( exposed-not exposed) • Relative risk = ratio of incidence rates of exposed and non-exposed • Odds Ratio= ratio of odds of exposure of case patients to odds of control subjects ( not exposed)
  • 7. Odds ratio • Odds Ratio A= 30 B = 60 C= 10 D= 80 Odds Ratio = A/B divided by C/D = AD/BC = 30x80/10x60=4
  • 8. Base Population • General population or population subgroup • Primary care population • Mental health service population • Psychiatric Case Registers
  • 9. Epidemiological Research Design • Experimental studies Clinical trials – Randomization – Placebo – Blinding • Single, double, tripple
  • 10. Types of Epidemiological Studies • Observational studies – Cross-Sectional Studies – Longitudinal Studies • Prospective • Retrospective • Case-Control Studies – Establish risk factors, not rates of disorder • Case Register Studies
  • 11. Design of a Community Survey • Defining the base population (sample frame) • Sampling method • Case Identification/definition (ascertainment) • Survey Instruments • Contact and Consent • Interview • Data entry and analysis
  • 12. The Problem of Psychiatric Case Definition • Informal clinical judgement (Essen Moller, Hagnell,1966) • Categorical and dimensional approaches (Srole et al, 1962) • Reliability and Validity • Computerized Diagnosis
  • 13. Sampling • Individuals, households, addresses,postcodes • Random sampling • Stratified sampling • Comparison with base population characteristics • Sampling error, non cooperation, and distorted data from respondents
  • 14. Instruments • Questionnaires – GHQ – HAD – Beck’s inventories – Symptom checklists • Rating scales – Hamilton’ Depression Scale – Bech Raphaelson Mania Rating Scale
  • 15. Establishing a causal link between event and disorder Case Yes No Yes a b Exposed No c d
  • 16. Instruments • Interviews – Structured (same questions asked of all subjects) – Semi-structured ( same topics covered with some leeway for follow on questions – Unstructured ( interviewer use their own clinical judgement)
  • 17. Structured Interviews • Can be applied by trained lay persons • Statements and wording pre-set • Standard • Examples: – DIS – CIDI – SCID – SADS
  • 19. Issues of Reliability and Validity Reliability Inter rater agreement Test-retest Validity Construct Content Correlation with gold standard
  • 20. Sensitivity and Specificity • Cases by screening test Yes No Cases by interview Yes a(TP) b(FP) No c(FN) d(TN) Sensitivity : a/a+b Specificity : d/c+d +ve predictive value a/a+c
  • 21. Chicago Study : Faris and Dunham (1922-1934) • 35,000 admissions to mental hospitals • 1st admissions for schizophrenia highest in inner city areas within lowest socioeconomic groups • Led to the social drift and social segregation hypotheses • And to the social causation and social selection theories
  • 22. Midtown Manhattan: Rennie and Srole (1954) • 1660 adults, structured interview by non psychiatrists • Incidence of mental disorder increased with age • Low socioeconomic group had 6 times as many symptoms as those in the high groups
  • 23. New Haven: Hollingshead and Redlich (1950) • Social class and prevalence of treated mental disorder • Census of psychiatric patients, community survey, survey of psychiatrists and controlled case study • Described 5 distinct social classes and found neurosis in high classes, and psychosis more prevalent in lower classes • 15.1% of population above 26 showed evidence of mental disorder
  • 24. Stirling County: Alexander Leighton • 20,000 rural persons ,non-clinicians, structured interview, later psychiatrist rating • 24% had notable impairment, and 20% needed psychiatric attention • Women>men, morbidity increases with age and poverty
  • 25. NIMH-ECA Survey : Regier et al 1998- • 20,000 from various sites across the US • Structured interview, DIS, lay interviewers • 15% one year prevalence of mental disorder in US population, 1/5 untreated, 1/5 treated by mental health, 3/5 primary care • Depression :women 2/men1 • Men more alcohol and substance misuse
  • 26.
  • 27.
  • 28. Psychiatric Morbidity in Upper Egypt (n=5291) Total caseness 18.2% Case in treatment 0.4% Case in remission 2.1% Case 8.8% Likely case 6.9% Subclinical 17.4% 0 5 10 15 20 Subclinical Likely case Case Case in remission Case in treatment Total caseness
  • 29. The Future of Psychiatric Epidemiology • Molecular genetics and epidemiology • Risk factors and dimensional measures of psychopathology • Cross-national differences in the prevalence of disorder • Changes over time (secular) changes in the pattern and prevalence of disorders
  • 30. Group I :Design an epidemiological study to test the hypothesis: there is higher prevalence of psychosis in prisons compared to the general population. The design should include detecting associations with potential risk factors for any excess of psychotic disorders in persons serving a prison sentence
  • 31. Design an epidemiological study that could determine the prevalence and demographic correlates of psychiatric disorder in the general population.
  • 32. Design a study to examine the following null hypothesis: The prevalence of psychiatric morbidity was the same in 1977 and 1985. How will you explain any changes in prevalence detected by the study