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Risk-adjusted ecological study/Evidence
Method evidence record

Risk-adjusted ecological study

A risk-adjusted ecological study is an observational epidemiological design that examines associations between exposures and outcomes measured at the group or area level — such as regions, hospitals, or countries — while statistically controlling for known risk factors also measured at that level. By incorporating risk adjustment through ecological regression or standardization, the design reduces (though cannot eliminate) confounding from group-level variables, enabling more valid comparisons across populations or settings.

Sources recorded, not reviewed

Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Risk-Adjusted Ecological Study
Taxonomic method record · process-pipeline / epidemiology
  • Morgenstern, H. (1982). Uses of ecologic analysis in epidemiologic research. American Journal of Public Health, 72(12), 1336–1344. · DOI 10.2105/ajph.72.12.1336
  • Wakefield, J. (2008). Ecologic studies revisited. Annual Review of Public Health, 29, 75–90. · DOI 10.1146/annurev.publhealth.29.020907.090821
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

No curated claims yet

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketCohort Studymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketEcological Studymachine-suggested · Relational suggestion, not evidence.Same method familyMultilevel Modelingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRisk-adjusted cohort studymachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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