Resource Library

The Chief Evaluation Office of the U.S. Department of Labor (DOL CEO) is committed to using innovative tools to meet the Department’s research, evaluation, and data analytics needs. In December 2021, DOL CEO commissioned the Westat Insight and American Institutes for Research® (AIR®) study team to explore potential opportunities to use machine learning methods to facilitate the automated data collection of labor-relevant data.

The report synthesizes findings from third-party evaluator (TPE)-conducted implementation evaluations and subsequent interim reports, supplemented by submitted quarterly narrative reports (QNRs) from March 2023. The synthesis aims to provide an overarching description of the first round of SCC (SCC1) grantees’ progress in implementing their workforce development and career pathways programming and highlight promising practices, implementation barriers, and lessons learned across the grantees.

The Navajo Nation Research Brief of the Black Lung Incidence Study identifies the current state of knowledge on black lung disease as it relates to coal mining and residential coal use in the Navajo Nation. It identifies prevalence rates in the U.S. counties that overlap with the Navajo Nation borders, estimates prevalence rates in those counties, and discusses data limitations specific to the Navajo Nation.

The report presents the findings of a literature review ad quantitative analysis conducted under the Black Lung Incidence Study. The study was designed to examine black lung incidence in the United States, exploring both cases and deaths. Within this scope, the study examined whether black lung incidence is higher among specific subpopulations of interest, including miners, mining communities, the Navajo Nation, and residents of Appalachia.

One component of the Mine Safety and Health Administration’s (MSHA’s) mission to “prevent death, illness, and injury from mining and promote safe and healthful workplaces for U.S. miners” is protecting coal miners and coal mining communities from black lung disease (“Mission”). In support of that mission, the literature review expands the U.S.

Registered Apprenticeship Programs (RAPs) benefit both apprentices and employers. Emerging evidence suggests that apprentices earn more than they did before becoming apprentices1 and employer reporting suggests strong returns on their investment in registered apprenticeship. Employers also report benefiting from a stronger pipeline of skilled workers, less turnover, greater employee engagement and loyalty, and improved firm culture. To realize these benefits, RAPs must make sure apprentices stay in the programs and complete them.

Graphic presenting evidence-informed strategies to recruit and retain apprentices.

The Evidence Capacity Summary is designed to facilitate conversation and inform actions that staff across agencies may wish to pursue to further strengthen their capacity to use and to produce evidence. The findings presented in the brief summarize insights from 16 agency staff focus groups and the U.S. Department of Labor-wide capacity assessment survey.

The evidence capacity assessment included the 16 U.S. Department of Labor (DOL) agencies in the Department’s Strategic Plan. It reflects data collected through a survey of targeted DOL staff, focus groups with selected DOL staff, and a review of selected evidence documents. The research team used a strengths-based approach that recognizes and leverages DOL’s and agencies’ progress and embodies a continuous improvement mindset.

In 2023, the Chief Evaluation Office (CEO), in partnership with the Bureau of International Labor Affairs (ILAB), contracted with Westat Insight to explore approaches to measure and increase program provision to underserved and marginalized communities through ILAB’s discretionary grantmaking programs under the Administrative Data Research and Analysis portfolio of studies.