RAHBAR
RAHBAR MBBSCommunity Medicine & Public Health • Second Year Deep Learning Master
← Year 02 Subjects
YEAR 02 • COMMUNITY MEDICINE • 20-MODULE • FULL CHAPTER MASTER

Community Medicine & Public Health Learning Material

20 learning units covering epidemiology, biostatistics, prevention, health services, family health and environmental protection. Read the chapters and worked examples, revise the key distinctions, then attempt 10 explained questions per unit in practice or assessment mode.

Academic scope: Original RAHBAR revision notes organized around the community medicine domains in the PM&DC undergraduate syllabus. Institutional requirements may differ. Worked examples use hypothetical data. Follow current official schedules and clinical guidance for actual care. Sources & further reading ↓
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● MODULE 02 / 20

Epidemiological Measures & Comparisons

Choose the right denominator and interpret disease frequency, mortality and comparative risk.

Quick revision ↓ Medical Dictionary

FULL CHAPTER EXPLANATION

Deep Learning — Module 02

Connect population needs and measurements to prevention, practical action and evaluation.

01

Counts and denominators

A count describes events but not the population at risk. A proportion has its numerator included in its denominator, while a ratio need not. A true rate incorporates time; some conventional names, including attack rate, refer to proportions. Always specify the population, period and case definition. Comparing 100 cases in a large city with 20 in a small village without denominators can reverse the apparent priority.

02

Incidence and prevalence

Cumulative incidence is new cases during a stated period divided by the initially disease-free population at risk, under suitable follow-up assumptions. Incidence rate divides new cases by person-time at risk. Prevalence includes existing cases at a point or during a period. Longer survival may raise prevalence even when incidence is unchanged. The approximation prevalence equals incidence multiplied by duration applies only under restrictive steady-state conditions.

03

Mortality and fatality

A mortality rate relates deaths to population and time; case fatality relates deaths among defined cases to those cases over an appropriate follow-up period. A lethal but rare disease may have high case fatality and a low population mortality burden. Crude rates reflect population composition. Age-specific rates or standardization improve comparisons when age structures differ, but standardized values depend on the selected reference population.

04

Relative and absolute effects

Risk ratio divides risk in the exposed group by risk in the comparison group. Risk difference subtracts the two. If risks are 20% and 10%, the ratio is 2 and the difference is 10 percentage points. Relative effects alone hide baseline risk. An odds ratio compares odds and is not generally identical to a risk ratio; the rare-outcome approximation needs appropriate study assumptions.

05

Worked prevention example

In a hypothetical trial, risk falls from 10% to 6% over one year. Absolute risk reduction is 4 percentage points, relative reduction is 40%, and number needed to treat is 1 divided by 0.04, or 25 for that outcome and period. These are teaching data, not treatment recommendations. State uncertainty, harms and follow-up; a number needed to treat without its timeframe is incomplete.

High-Yield Revision

  • Specify denominator, time period and case definition.
  • Risk ratio and risk difference answer different questions.
  • Prevalence depends on both occurrence and duration.

Common Exam & Concept Pitfalls

  • Do not call a proportion a person-time rate.
  • Do not compare crude rates without considering population structure.

Sources & Further Reading

Curriculum and reference review: 24 September 2026. These original study notes summarize established principles. Use current programme schedules, local reporting requirements and clinical protocols for practice. Faculty review is pending.

RAHBAR study structure: population need → measurement → prevention → action → evaluation. Use institutional curriculum and faculty guidance for local sequencing, practical requirements and assessment specifications.