What Your Data Didn't Tell You the First Time Around: Advanced Analytic Approaches to Longitudinal Analyses

• NCJ Number: 234243
• Journal: Violence Against Women Volume: 17 Issue: 3 Dated: March 2011 Pages: 309-321
• Date Published: March 2011
• Author(s): Ashlyn G. Swartout; Kevin M. Swartout; Jacquelyn W. White
• Length: 13 pages
• Grant Number(s): R01MH45083; 98-WT-VX-0010
• Agencies: NIJ-Sponsored
• Sponsoring Agency: National Institute of Justice (NIJ); National Institute of Mental Health
• Publication Format: Article
• Publication Type: Research (Applied/Empirical)
• Country: United States of America

Annotation

This article describes the gap that exists between methods used among researchers outside of the study of violence against women.

Abstract

The present article describes the gap that exists between traditional data analysis techniques and more sophisticated methods that tend to be used more commonly among researchers outside of the study of violence against women. The authors briefly characterize growth models and person-centered analyses and describe the growing body of work in violence research that has applied these methods. Through an example from the authors own application of one of these techniqueslatent class growth analysisthe authors highlight the ways that violence against women researchers may benefit from applying these more sophisticated methods to their own data, both past and present. (Published Abstract)