Examining Systems Change in the Response to Domestic Violence: Innovative Applications of Multilevel Modeling

Facilitating systems change in the response to domestic violence has been touted as a central goal in the effort to hold systems accountable and create a coordinated response for survivors. However, examination of systems change and whether particular social change efforts (e.g., coordinating councils) contribute to such change is a notoriously difficult research endeavor due in large part to methodological barriers, including those that stem from nonexperimental designs and complex data that are characterized as nested and measured in proportions. This article describes important methodological challenges and proposes innovative techniques to address these challenges. Specifically, multilevel modeling is applied to examine two key systems markers, including protection order and domestic violence program referral rates over time in one state. For each marker, the methodological approach is highlighted and innovations in employing multilevel modeling are discussed.

[1]  Teresa R. Behrens,et al.  Systems change reborn: rethinking our theories, methods, and efforts in human services reform and community-based change , 2007, American journal of community psychology.

[2]  Roel Bosker,et al.  Multilevel analysis : an introduction to basic and advanced multilevel modeling , 1999 .

[3]  Nicole E. Allen A Multi-Level Analysis of Community Coordinating Councils , 2005, American journal of community psychology.

[4]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[5]  Nicole E. Allen,et al.  Council-Based Approaches to Intimate Partner Violence: Evidence for Distal Change in the System Response , 2013, American journal of community psychology.

[6]  Eve S. Buzawa,et al.  Domestic Violence: The Criminal Justice Response , 1990 .

[7]  Ralph Levine,et al.  Using system dynamics modeling to understand the impact of social change initiatives , 2007, American journal of community psychology.

[8]  A. Agresti Categorical data analysis , 1993 .

[9]  V. Barnett,et al.  Applied Linear Statistical Models , 1975 .

[11]  J. Neter,et al.  Applied Linear Statistical Models (3rd ed.). , 1992 .

[12]  G. Molenberghs,et al.  Models for Discrete Longitudinal Data , 2005 .

[13]  Eve S. Buzawa,et al.  Do arrests and restraining orders work , 1996 .

[14]  Christy A. Visher,et al.  REDUCING INTIMATE PARTNER VIOLENCE: AN EVALUATION OF A COMPREHENSIVE JUSTICE SYSTEM‐COMMUNITY COLLABORATION* , 2008 .

[15]  L. Olson,et al.  Outcomes of Civil Protective Orders , 2009, Journal of interpersonal violence.

[16]  Charlene K. Baker,et al.  Examining the Behavior of a System: An Outcome Evaluation of a Coordinated Community Response to Domestic Violence , 2007, Journal of Family Violence.

[17]  Mary A. Kernic,et al.  Civil protection orders and risk of subsequent police-reported violence. , 2002, JAMA.

[18]  Nicole E. Allen An Examination of the Effectiveness of Domestic Violence Coordinating Councils , 2006, Violence against women.

[19]  E. Pence,et al.  Coordinating Community Responses to Domestic Violence: Lessons From Duluth and Beyond , 1999, Violence and Victims.