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Behavior Research Methods · 2007 · 1.3K citations · 36 references
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Public HealthBiostatisticsCausal InferenceCausal Effect EstimationTreatment EffectsDirect EffectsIndirect EffectsIndirect Effects Test
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SPSS and SAS procedures for estimating indirect effects in simple mediation models
Kristopher J. Preacher, Andrew F. Hayes · Behavior Research Methods, Instruments, & Computers · 2004 · 17.2K citations · Full text
Public Health, Biostatistics, Causal Inference +13
Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models
Michael E. Sobel · Sociological Methodology · 1982 · 12.7K citations
Public Health, Biostatistics, Behavioral Economics +10
Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy
Robert J. Sampson, Stephen W. Raudenbush, Felton J. Earls · Science · 1997 · 11.9K citations · Full text
Social Sciences, Criminology, Sociology +17
Mediation in experimental and nonexperimental studies: New procedures and recommendations.
Patrick E. Shrout, Niall Bolger · Psychological Methods · 2002 · 10.9K citations
Public Health, Biostatistics, Psychology +15
A comparison of methods to test mediation and other intervening variable effects.
David P. MacKinnon, Chondra M. Lockwood, Jeanne M. Hoffman et al. · Psychological Methods · 2002 · 9.1K citations
Public Health, Behavioral Sciences, Psychology +10