Ecological Trend Analysis
Ecological trend analysis is a type of descriptive epidemiological study that examines changes in disease rates, exposures, or health outcomes over time using population-level (grouped) data, rather than individual-level information.
Key Features
- Unit of analysis: groups or populations (e.g., countries, regions, age cohorts), not individuals.
- Objective: to assess temporal patterns and trends in disease burden, risk factor exposure, or health outcomes.
- Data sources: often derived from national registries, surveys, census data, international databases (e.g., WHO, GBD).
- Commonly used in:
- Global burden of disease studies
- Environmental health (e.g., air pollution, climate)
- Socioeconomic or policy impact assessments
- Methods:
- Time series analysis
- Regression models (e.g., Joinpoint, Poisson, or age–period–cohort models)
- Age-standardized rate comparisons across time
Strengths
- Useful for generating hypotheses
- Enables cross-national or global comparisons
- Can identify public health priorities and monitor progress over time
Limitations
- Subject to ecological fallacy — associations at the group level may not hold at the individual level.
- May be affected by confounding variables that vary between groups or over time.