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A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena
Journal of Epidemiology & Community Health · 2006 · Vol. 60(4) · pp. 290–297
Juan Merlo✉(Malmö University)Basile Chaix(Malmö University)Henrik Ohlsson(Malmö University)Anders Beckman(Malmö University)Kristina Johnell(Karolinska Institutet)Per Hjerpe(Malmö University)L Råstam(Lund University)K Larsen(University of Copenhagen)
Abstract
Measures of variation in logistic regression should be promoted in social epidemiological and public health research as efficient means of quantifying the importance of the context of residence for understanding disparities in health and health related behaviour.
Health disparities and outcomesMental Health Research TopicsUrban, Neighborhood, and Segregation StudiesLogistic regressionMedicineMultilevel modelResidenceEpidemiologyOdds ratioDemographyIntraclass correlationStatisticsOdds
MeSH terms
AdolescentAdultAgedAged, 80 and overEpidemiologic MethodsFemaleHumansMaleMiddle AgedRegression AnalysisSociology, MedicalSwedenCluster Analysis
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References
Applied logistic regression
Choice Reviews Online · 1990 · 35,647 citations
A brief conceptual tutorial of multilevel analysis in social epidemiology: linking the statistical concept of clustering to the idea of contextual phenomenon
Journal of Epidemiology & Community Health · 2005 · 676 citations
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