Residential College | false |
Status | 已發表Published |
Testing Mediation Using Multiple Regression and Structural Equation Modeling Analyses in Secondary Data | |
Spencer D. Li | |
2011 | |
Source Publication | EVALUATION REVIEW |
ISSN | 0193-841X |
Volume | 35Issue:3Pages:240-268 |
Abstract | Mediation analysis in child and adolescent development research is possible using large secondary data sets. This article provides an overview of two statistical methods commonly used to test mediated effects in secondary analysis: multiple regression and structural equation modeling (SEM). Two empirical studies are presented to illustrate the respective circumstances in which the two methods are most useful. One study examines the mediated effect of parents' social capital on parent involvement in Head Start programs through parent-child bond. The other study assesses the mediating effects of structured routine activities, delinquent association, and prosocial belief on the relationship between religiosity and juvenile delinquency. |
Keyword | Indirect Effect Multiple Regression Structural Equation Modeling Parent Involvement Religion |
DOI | 10.1177/0193841X11412069 |
URL | View the original |
Indexed By | SSCI |
Language | 英語English |
WOS Research Area | Social Sciences - Other Topics |
WOS Subject | Social Sciences, Interdisciplinary |
WOS ID | WOS:000294814400003 |
Scopus ID | 2-s2.0-80052661495 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF SOCIOLOGY |
Corresponding Author | Spencer D. Li |
Affiliation | Department of Sociology, University of Macau, Taipa, Macau, People’s Republic of China |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Spencer D. Li. Testing Mediation Using Multiple Regression and Structural Equation Modeling Analyses in Secondary Data[J]. EVALUATION REVIEW, 2011, 35(3), 240-268. |
APA | Spencer D. Li.(2011). Testing Mediation Using Multiple Regression and Structural Equation Modeling Analyses in Secondary Data. EVALUATION REVIEW, 35(3), 240-268. |
MLA | Spencer D. Li."Testing Mediation Using Multiple Regression and Structural Equation Modeling Analyses in Secondary Data".EVALUATION REVIEW 35.3(2011):240-268. |
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