GROUP – A (LAQ-15 MARKS) 1. A study is being designed to determine the effects of radiation among workers in a nuclear plant over the next 5 years. a. What would be the ideal study design for the above scenario? b. Describe the steps involved in conducting this study. c. Discuss the possible disadvantages of this type of study design. (2+8+5 = 15) [JNM] 2. A village reported 85 cases of acute diarrhoeal disease within 3 days following a community feast. Justify whether this is epidemic or outbreak. Describe the steps involved in investigating this occurrence. Justify what epidemiological study design would you use to identify the source of infection. Mention two control measures that should be instituted immediately. (2+8+3+2=15) [MMC] 3. Describe the salient features of different types of time trends in disease occurrence with suitable examples. Explain how knowledge of transmission dynamics is applied in prevention and control of diseases. What are the indications of a cohort study? (6+6+3=15 )[MldMCH] 4. The Framingham Study, in which a group of residents have been followed since the 1950s to identify occurrence and risk factors for heart disease, is an example of which type of study? Explain in brief the steps for conducting this study. Describe the advantages and disadvantages of the study. Briefly mention the criteria for judging causal association. (1+5+4+5=15) [KPC] 5. There is an outbreak of fever with rash and bronchopneumonia among under-five children, few deaths reported in the border district of West Bengal. i. What is the probable diagnosis? (2) ii. What outbreak investigations should be undertaken? (6) iii. What action will you take for containment of the outbreak? (7) [SRIMS] 6. Mention any two distinct differences between epidemiology and clinical medicine. Describe the primary epidemiological characteristics of a point-source epidemic. Discuss the periodic fluctuations of epidemics with appropriate real-world examples. How may geographic distribution affect descriptive epidemiology findings? Mention any one major function of descriptive epidemiology. (2+3+4+5+1) [SSKM] 7. An epidemiologist hypothesizes that long-term exposure to urban air pollution increases the risk of developing bronchial asthma among school-going children. Which epidemiological study design would be most appropriate to investigate this specific relationship? Justify your choice. Outline the step-by-step methodology for conducting your chosen study in this scenario. Comment on the inherent strengths of this study design in establishing a temporal and causal relationship. Enlist the potential sources of bias you anticipate while conducting this study. (3+6+3+3=15) [SCCGMCH] 8. After conducting a Cross-sectional survey, a researcher has formulated a hypothesis that osteoarthritis of knee joints is associated with obesity. Which study do you like to conduct next to accept or reject this hypothesis? Describe the steps of the study along with three advantages and three disadvantages. (2+8+5=15) [NRS] 9. What is Epidemiology? Classify epidemiological studies. Design a suitable study to find out the association between occupational exposure of asbestos and lung carcinoma. What is the outcome of such study? Mention advantages and disadvantages of such study. (2+3+6+1+3 = 15) [RPHGMCH] 10. Describe the salient features of different types of time trends in disease occurrence with examples. What are the different possible changes that you should keep in mind while interpreting time trends? (12+3=15) [RGKar] 11. Define Epidemiology. Classify the types of epidemiological studies. Describe the steps of any one observational study. (2 + 3 + 10) [JIMSH] 12. A 9-month-old child was brought to a Primary Health Centre for routine immunization and received Measles-Rubella (MR) vaccine. Within 30 minutes of vaccination, the child developed difficulty in breathing, generalized rash, and became unconscious. The child was immediately referred to the district hospital. On the same day, four other children vaccinated from the same session site developed mild fever and local swelling at the injection site. a. What is the most probable diagnosis in the first child? Justify your answer. b. How will you investigate this case at the field level? c. What preventive measures can be taken to avoid such events in future immunization sessions? d. Enumerate different types of reactions observed following immunization. (2 + 6 + 4 + 3 = 15) [JIMSH] 13. A few workers of ceramics industry reported cough, shortness of breath and chest pain. X-ray chest shows ground glass appearance. Write down a suitable epidemiological study design with diagram to establish the association. Step by step describe the epidemiological study to establish such association. What are the types of association? What is confounding? How can it be removed from the study?(2+6+2+2+3) [JHARGRAM]

Reading File
Finding Sources
Finding Sources
Finding Sources
Finding Sources
Reading File
Finding Sources
Finding Sources
Reading File
Finding Sources
Finding Sources
Reading File
Reading File
Reading File
Reading File
Reading File
All 13 LAQ model answers are written above. Here is a quick reference summary of what each question tests and the key study design involved:

Quick Reference Summary

Q#Core ThemeKey Study DesignSource Institution
1Radiation study in nuclear workersProspective Cohort StudyJNM
2Village diarrhoea outbreak post-feastRetrospective Cohort / Outbreak InvestigationMMC
3Time trends + transmission dynamics + cohort indicationsDescriptive epidemiology conceptsMldMCH
4Framingham Study + Hill's criteriaProspective Cohort + Causal criteriaKPC
5Fever + rash + bronchopneumonia in under-5 (Measles)Outbreak investigation + containmentSRIMS
6Epi vs clinical medicine + point-source epidemic + periodic fluctuationsDescriptive epidemiologySSKM
7Air pollution + bronchial asthma in childrenProspective Cohort Study + biasSCCGMCH
8OA knee + obesity after cross-sectional surveyCase-Control StudyNRS
9Epidemiology definition + asbestos-lung cancerRetrospective (Historical) CohortRPHGMCH
10Time trends (detailed) + interpretation pitfallsSecular/seasonal/cyclic trendsRGKar
11Define epi + classify studies + cohort stepsCohort Study steps (full)JIMSH
12AEFI after MR vaccine - anaphylaxisAEFI investigation + preventionJIMSH
13Silicosis in ceramics workers + confoundingRetrospective Cohort / Case-Control + confoundingJHARGRAM

Key recurring themes across all questions:
  • Cohort study (prospective and retrospective) is the most commonly examined study design - master all its steps, advantages, disadvantages
  • Outbreak investigation 8-step protocol is tested repeatedly with different scenarios
  • Hill's causal criteria appear in Q4 and underlie all causal association questions
  • Confounding and bias are tested explicitly in Q7 and Q13
  • Time trends (secular, seasonal, cyclic) appear in Q3, Q6, Q10
  • AEFI classification and anaphylaxis management is a standalone clinical-epidemiology topic (Q12)
All answers are based on Park's Textbook of Preventive and Social Medicine (the gold standard for PSM/Community Medicine examinations in India).

Create a study design decision tree (flowchart) for quick selection of appropriate epidemiological study

Generating Image

A detailed epidemiological study design decision tree flowchart for medical students. The flowchart starts at the top with "RESEARCH QUESTION" and branches down through a series of diamond-shaped decision nodes with YES/NO paths leading to rectangular endpoint boxes naming the study design. Decision flow: 1. Start: "RESEARCH QUESTION" (rounded rectangle at top) 2. First diamond: "Can you randomize/intervene on exposure?" → YES leads to "EXPERIMENTAL STUDIES" branch; NO leads to "OBSERVATIONAL STUDIES" branch EXPERIMENTAL branch: - "Individual or community level?" → Individual → "RANDOMIZED CONTROLLED TRIAL (RCT)" box; Community → "COMMUNITY TRIAL / FIELD TRIAL" box OBSERVATIONAL branch continues: 3. Diamond: "Are you just describing disease distribution (no hypothesis testing)?" → YES → "DESCRIPTIVE STUDIES" branch; NO → "ANALYTICAL STUDIES" branch DESCRIPTIVE branch: - Three endpoint boxes: "CASE REPORT / CASE SERIES", "CROSS-SECTIONAL SURVEY (Prevalence)", "ECOLOGICAL / CORRELATIONAL STUDY" ANALYTICAL branch: 4. Diamond: "Is the disease RARE?" → YES → "CASE-CONTROL STUDY (calculate Odds Ratio)" endpoint box → NO continues 5. Diamond: "Is the exposure RARE?" → YES → "COHORT STUDY (calculate Relative Risk)" endpoint box → NO continues 6. Diamond: "Do you need to establish TEMPORALITY (cause before effect)?" → YES → diamond "Can you wait for outcome to develop?" → YES → "PROSPECTIVE COHORT STUDY" → NO → "RETROSPECTIVE (HISTORICAL) COHORT STUDY" → NO continues 7. Diamond: "Do you want prevalence AND exposure at same time?" → YES → "CROSS-SECTIONAL ANALYTICAL STUDY" endpoint → NO → "CASE-CONTROL STUDY" endpoint Each study design box includes a small annotation: RCT: "Strongest evidence, controls confounding"; Cohort: "Best for rare exposure, gives RR"; Case-Control: "Best for rare disease, gives OR"; Cross-sectional: "Quick, cheap, prevalence"; Ecological: "Population-level data only" Color coding: Experimental studies in blue boxes, Cohort studies in green boxes, Case-Control in orange boxes, Descriptive in purple boxes, decision diamonds in yellow. Clean white background, professional medical education style, clear Arial font, well-spaced layout.

Epidemiological Study Design Decision Tree
Here is the decision tree flowchart. Below is a quick guide to using it:

How to Use This Decision Tree

Step 1 - Can you intervene on exposure?

  • YES → Experimental study (RCT or Field/Community Trial)
  • NO → Observational study (go to Step 2)

Step 2 - Are you just describing, or testing a hypothesis?

  • Describing only → Descriptive study (Case report, Cross-sectional prevalence survey, Ecological study)
  • Testing a hypothesis → Analytical study (go to Step 3)

Step 3 - Is the disease RARE?

  • YESCase-Control Study (efficient; calculates Odds Ratio)

Step 4 - Is the exposure RARE?

  • YESCohort Study (follows exposed group; calculates Relative Risk)

Step 5 - Do you need to prove temporality (cause before effect)?

  • YES + can wait for outcomeProspective Cohort Study
  • YES + outcome already occurred (historical records exist)Retrospective (Historical) Cohort Study
  • NO + need simultaneous exposure & outcomeCross-sectional Analytical Study

Quick Memory Table

ScenarioBest DesignMeasure
Nuclear worker radiation studyProspective CohortRR
Asbestos + lung cancer (old records)Retrospective CohortRR
Diarrhoea outbreak after feastRetrospective Cohort (cohort analysis)AR, RR
OA + obesity (after cross-sectional)Case-ControlOR
Prevalence of hypertension in a cityCross-sectionalPrevalence
New drug vs placeboRCTEfficacy
Vitamin A in communityField/Community TrialEfficacy
Air pollution + asthma in childrenProspective CohortRR
This is a shared conversation. Sign in to Orris to start your own chat.