Understanding place and health: a heuristic for using administrative data

Area of Science:

• Public Health
• Health Services Research
• Geospatial Health

Background:

• Growing use of administrative data in population health research highlights limitations.
• A lack of theoretical frameworks hinders the interpretation of place-based health data.
• Existing research faces challenges in establishing clear links between geographic factors and health outcomes.

Purpose of the Study:

• To develop a heuristic for interrogating administrative data sets.
• To create explanatory pathways for linking place and health.
• To address inferential challenges in place-based health research using administrative data.

Main Methods:

• Development of a novel heuristic tool for data interrogation.
• Application of the heuristic through a worked example.
• Analysis of theoretical implications for data interpretation.

Main Results:

• The heuristic aids in developing pathways to link place and health.
• Administrative data can support multiple theoretical interpretations, complicating inference.
• Inductive versus deductive reasoning impacts research outcomes when using administrative data.

Conclusions:

• The developed heuristic offers a structured approach to analyzing administrative data for health research.
• Researchers must carefully consider theoretical frameworks and reasoning methods (inductive/deductive) when interpreting findings.
• Addressing inferential limitations is crucial for advancing place-based population health research.