Testing mediation using multiple regression and structural equation modeling analyses in secondary data.

Eval Rev

Department of Sociology, University of Macau, Taipa, Macau, People's Republic of China.

Published: June 2011

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.

Download full-text PDF

Source
http://dx.doi.org/10.1177/0193841X11412069DOI Listing

Publication Analysis

Top Keywords

multiple regression
8
regression structural
8
structural equation
8
equation modeling
8
secondary data
8
testing mediation
4
mediation multiple
4
modeling analyses
4
analyses secondary
4
data mediation
4

Similar Publications

Background: Alzheimer's disease (AD), a hallmark of age-related cognitive decline, is defined by its unique neuropathology. Metabolic dysregulation, particularly involving glutamine (Gln) metabolism, has emerged as a critical but underexplored aspect of AD pathophysiology, representing a significant gap in our current understanding of the disease.

Methods: To investigate the involvement of GlnMgs in AD, we conducted a comprehensive bioinformatic analysis.

View Article and Find Full Text PDF

Background: Students in Lebanon are facing the devastating impact of multiple national crises, including an unprecedented economic collapse and the Beirut port explosion that killed hundreds, injured thousands, and displaced hundreds of thousands of people. The aim of this study was to identify key social determinants of common mental health symptoms before and after the Beirut port explosion for students at the American University of Beirut, a university based around 4 km from the port.

Methods: Two cross-sectional studies were conducted using a representative sample of undergraduate and graduate students at the American University of Beirut.

View Article and Find Full Text PDF

Background: Foreign workers are at risk for depression, and Vietnamese people tend to be reluctant to seek professional mental health care. Although Vietnamese people are the largest population among foreign workers in Japan, evidence concerning their help-seeking experiences and strategies to promote help-seeking in this population is lacking. This study aimed to identify the percentage of Vietnamese migrant workers in Japan who have sought help from healthcare professionals for depressive symptoms and to explore the factors related to their intentions to seek help from a psychiatrist.

View Article and Find Full Text PDF

Patients' loyalty to primary care institutions and associated factors in China: a cross-sectional study.

BMC Health Serv Res

January 2025

School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, No. 13 Hangkong Road, Wuhan, Hubei, 430030, China.

Objectives: This study aimed to examine patients' loyalty and explore some associated factors among PCIs in this country.

Methods: A multistage stratified random sampling method was employed to collect data for this study. A structured self-administered questionnaire was distributed to 2,697 patients who had ever involved in seeking healthcare from PCIs across China between July and September in 2021.

View Article and Find Full Text PDF

Background: The appropriateness of ablation for liver cancer patients meeting the Milan criteria remains controversial.

Purpose: This study aims to evaluate the long-term outcomes of MR-guided thermal ablation for HCC patients meeting the Milan criteria and develop a nomogram for predicting survival rates.

Methods: A retrospective analysis was conducted from January 2009 to December 2021 at a single institution.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!