This brief explores data science methods that workforce programs can use to predict participant success. With access to vast amounts of data on their programs, workforce training providers can leverage their management information systems (MIS) to understand and improve their programs' outcomes. By predicting which participants are at greater risk…

The workforce development system in Chicago and nationwide is multifaceted and includes public and private training providers that work with individuals of all ages and abilities. Broadly, the programs within the system aim to train their participants while preparing them to (re)enter the workforce, graduate them from the programs, and place them…

This paper examines the role of certification in alternative agri-food networks (AAFNs), which are "in the process" of building markets for their produce outside conventional supply chains. Drawing upon recent writing on "embeddedness", we argue that certification provides an important focus for exploring the relationship and…

Polish higher education is no longer a driving force for social and economic change. Barriers to reform include funding, staffing, and inefficient management. It has become necessary to enhance the role of private institutions, increase age participation, and increase income through commercialization of services. Needs include greater…