Tables and Figures xi About the Editors xvii About the Authors xix Preface xxvii 1 Introduction: Advancing Methods in Social Epidemiology 1 Jay S. Kaufman and J. Michael Oakes PART ONE: MEASURES AND MEASUREMENT 21 2 The Measurement of Socioeconomic Status 23 J. Michael Oakes and Kate E. Andrade 3 Measuring and Analyzing Race, Racism, and Racial Discrimination 43 Saffron Karlsen and James Yzet Nazroo 4 Measuring Poverty 69 David M. Betson and Jennifer L. Warlick 5 Health Inequalities: Measurement and Decomposition 91 Sam Harper and John Lynch 6 A Conceptual Framework for Measuring Segregation and Its Association with Population Outcomes 132 Sean F. Reardon 7 Measures of Residential Community Contexts 158 Patricia O Campo and Margaret O Brien Caughy PART TWO: DESIGN AND ANALYSIS 177 8 Community-Based Participatory Research: Rationale and Relevance for Social Epidemiology 179 Paula M. Lantz, Barbara A. Israel, Amy J. Schulz, and Angela G. Reyes 9 Social Network Analysis for Epidemiology 212 David A. Shoham and Lynne C. Messer 10 Fieldwork with In-Depth Interviews: How to Get Strangers in the City to Tell You Their Stories 239 Melody L. Boyd and Stefanie DeLuca 11 Experimental Social Epidemiology: Controlled Community Trials 254 Peter J. Hannan 12 Propensity Score Matching for Social Epidemiology 283 J. Michael Oakes and Pamela Jo Johnson 13 Longitudinal Approaches to Social Epidemiologic Research 308 Magdalena Cerda and Katherine M. Keyes 14 Fixed Effects and Difference-in-Differences 341 Erin C. Strumpf, Sam Harper, and Jay S. Kaufman 15 Fixed Versus Random Effects Models for Multilevel and Longitudinal Data 369 Ashley Schempf Hirai and Jay S. Kaufman 16 Mediation Analysis in Social Epidemiology 398 Arijit Nandi and Tyler J. VanderWeele 17 A Roadmap for Estimating and Interpreting Population Intervention Parameters 432 Jennifer Ahern and Alan E. Hubbard 18 Using Causal Diagrams to Understand Common Problems in Social Epidemiology 458 M. Maria Glymour 19 Natural Experiments and Instrumental Variables Analyses in Social Epidemiology 493 M. Maria Glymour, Stefan Walter, and Eric J. Tchetgen Tchetgen Index 539
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Tables and Figures xi About the Editors xvii About the Authors xix Preface xxvii 1 Introduction: Advancing Methods in Social Epidemiology 1 Jay S. Kaufman and J. Michael Oakes PART ONE: MEASURES AND MEASUREMENT 21 2 The Measurement of Socioeconomic Status 23 J. Michael Oakes and Kate E. Andrade 3 Measuring and Analyzing Race, Racism, and Racial Discrimination 43 Saffron Karlsen and James Yzet Nazroo 4 Measuring Poverty 69 David M. Betson and Jennifer L. Warlick 5 Health Inequalities: Measurement and Decomposition 91 Sam Harper and John Lynch 6 A Conceptual Framework for Measuring Segregation and Its Association with Population Outcomes 132 Sean F. Reardon 7 Measures of Residential Community Contexts 158 Patricia O Campo and Margaret O Brien Caughy PART TWO: DESIGN AND ANALYSIS 177 8 Community-Based Participatory Research: Rationale and Relevance for Social Epidemiology 179 Paula M. Lantz, Barbara A. Israel, Amy J. Schulz, and Angela G. Reyes 9 Social Network Analysis for Epidemiology 212 David A. Shoham and Lynne C. Messer 10 Fieldwork with In-Depth Interviews: How to Get Strangers in the City to Tell You Their Stories 239 Melody L. Boyd and Stefanie DeLuca 11 Experimental Social Epidemiology: Controlled Community Trials 254 Peter J. Hannan 12 Propensity Score Matching for Social Epidemiology 283 J. Michael Oakes and Pamela Jo Johnson 13 Longitudinal Approaches to Social Epidemiologic Research 308 Magdalena Cerda and Katherine M. Keyes 14 Fixed Effects and Difference-in-Differences 341 Erin C. Strumpf, Sam Harper, and Jay S. Kaufman 15 Fixed Versus Random Effects Models for Multilevel and Longitudinal Data 369 Ashley Schempf Hirai and Jay S. Kaufman 16 Mediation Analysis in Social Epidemiology 398 Arijit Nandi and Tyler J. VanderWeele 17 A Roadmap for Estimating and Interpreting Population Intervention Parameters 432 Jennifer Ahern and Alan E. Hubbard 18 Using Causal Diagrams to Understand Common Problems in Social Epidemiology 458 M. Maria Glymour 19 Natural Experiments and Instrumental Variables Analyses in Social Epidemiology 493 M. Maria Glymour, Stefan Walter, and Eric J. Tchetgen Tchetgen Index 539
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