An official website of the United States government
Here’s how you know
Official websites use .gov A .gov website belongs to an official government organization in the United States.
Secure .gov websites use HTTPS A lock (
) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.
Describe the features of a well-designed and implemented subgroup analysis that uses a multiple regression framework.
Provide an overview of recent methodological developments and alternative approaches to conducting subgroup analyses.
The brief builds on a 2009 meeting of experts convened by the Administration for Children and Families’ Office of Planning, Research, and Evaluation and a corresponding 2012 publication in a special issue of Prevention Science (MacKinnon, Supplee, Kelly, & Barofsky, 2012).
“Open science” represents a broad movement to make all phases of research—from design to dissemination—more transparent and accessible. The scientific community and Federal agencies that support research have a growing interest in open science methods. In part this interest stems from highly publicized news stories and journal articles that cast doubt on research credibility...
These snapshots are intended for practitioners and researchers involved in designing, improving, or evaluating HMRE programs. They present three HMRE Pathways-to-Outcomes models that visually represent hypothesized links between program activities and intended outcomes. Each model reflects an aspect of program design and implementation...
As states and territories make decisions about child care policies, they may find it useful to collect data from child care providers. Survey data can be helpful for answering questions about providers’ characteristics and experiences. Yet surveys can be difficult to design. This brief discusses best practices for developing and testing surveys.
A one-page tip sheet lists suggestions for writing strong survey questions.
Mathematica is seeking nominations for measures of mutual reinforcement, or related constructs, to help us develop a new and unique measure of two-generation programs. Such a measure could help stakeholders better understand program characteristics that appear to help children and their families, and whether these programs produce the intended positive outcomes at the family level. We are producing this new measure in partnership with the Office of Planning, Research, and Evaluation (OPRE)...
Social service organizations and policy makers increasingly recognize that they can accomplish more and improve outcomes for those they serve when they work together with other organizations. They forge new partnerships, develop new relationships, and often implement changes to practice as a result of collaboration and coordination efforts.
Collaboration and coordination efforts occur along a continuum, from early planning stages towards more fully developed or mature levels of partnership...
The Strengthening Relationship Education and Marriage Services (STREAMS) evaluation is a random assignment impact study and in-depth process study of five Healthy Marriage and Relationship Education (HMRE) grantees funded by ACF’s Office of Family Assistance (OFA). To maximize its contributions to the evidence base and to inform future program and evaluation design, STREAMS is examining the full range of populations served by HMRE programs, including adult individuals, adult couples...
This report provides principles, practices, and helpful resources for addressing and preventing domestic violence (DV) in fatherhood programs. This report was created through the Preventing and Addressing Intimate Violence when Engaging Dads (PAIVED) study. The PAIVED study examined the strategies used by fatherhood programs to help prevent and address domestic violence among participating fathers...
This is the third of three resources included in the report, Healing and Supporting Fathers: Principles, Practices, and Resources for Fatherhood Programs to Help Address and Prevent Domestic Violence. The resource provides recommendations on ways for fatherhood programs to connect and strengthen relationships with community partner organizations that address domestic violence and battering intervention...