Machine Learning concept learns from experiences, inferences and conceives complex queries. Machine learning techniques can be used to develop the educational framework which understands the inputs from students, parents and with intelligence generates the result. The framework integrates the features of Machine Learning (ML), Explainable AI (XAI)…

This report shows how state leaders are using technological advances to improve the use of data in five critical areas: (1) Helping economic and workforce developers, businesses, and colleges to reduce the high costs resulting from uninformed education and workforce decisions; (2) Assisting college leaders in making program-related decisions that…

This study investigated the services provided to students' participating in career preparation programs (e.g., career counseling, mentoring, apprenticeships, work-based learning, or GED programs) provided by the Massachusetts One-Stop Career Centers. A study conducted by the President's Task Force for Disadvantaged Students (2003) found that…

The Minnesota Job Requirements Questionnaire (MJRQ) was developed and administered to supervisors of 22 selected jobs who rated the ability requirements of the job they supervised. Comparison of mean ratings and variabilities of ratings by supervisors in a job showed construct validity for the MJRQ approach, as did intercorrelations of MJRQ…

One way in which the Council of Chief State School Officers (CCSSO) of Michigan can have a positive impact on linking the educational system and the employment world is by providing leadership that recognizes and promotes the preparation of youth with job transferable skills. To that aim, this paper attempts to describe measurable employability…

The Labor Market Orientation (LMO) program responded to the problem of unemployment among Black teenagers. LMO provided classroom training which mitigated unrealistic expectations and served as an introduction to the requisites of the work world. The program was successful in providing a rational sequence of training and job exposure. (JCD)

The report reviews estimates of the number of disabled who could be brought into the labor market, and describes some of the characteristics of the vocationally handicapped. Certain critical need categories are recognized, and a model for employment services is designed to provide special emphasis to services for these critical need groups. (CD)

Discusses common disadvantages of most current Employability Development Plans (EDPs) and suggests specific remedies that organize the decision-making thrust of employability counseling. Presents a theory-based, developmental model for assessment and EDP systems, and reviews general problems in implementing this model. (Author)

The South Jersey Outreach, Counseling and Training Project was initiated by the Glassboro State College Office of Adult Continuing Education on September 23, 1985. The purpose of the project was to provide outreach, counseling, and in some cases training to single parents and homemakers in Gloucester, Camden, and Cumberland counties (New Jersey).…

Although research has shown a clear relationship between employment and rehabilitation of drug abusers, efforts to develop comprehensive vocational services in drug treatment programs have been limited. To examine the nature and extent of vocational- and employment-related services in NIDA-funded drug treatment programs, 164 clinics responded to…

Primary intended users of this first volume of a two-volume handbook are professional counselors and placement officers involved in expanding the range of jobs available to persons having only basic cognitive skills (e.g., mentally retarded, slow learners, learning disabled). Agencies which would find it useful included employment service offices,…

This study to develop an education and training (E&T) system for inmates in Federal correctional institutions described and evaluated existing E&T systems and needs at Milan, Michigan, and Terre Haute, Indiana; formulated an E&T model; and made specific recommendations for implementation of each point in the model. A systems analysis approach was…

This comprehensive developmental career education program includes follow-up and evaluation studies to serve students desirous of full- or part-time employment. Employment counseling is defined as individual or group assistance to secondary school students which will then enable them to develop and demonstrate successful job-seeking and holding…

Describes the background to the 1994 Reemployment Act, finding a need for the act in the current economic environment and increase in laid off workers resulting from automation. Describes key elements of the act, including the comprehensive dislocated workers initiative and competitive grants to operate universal one-stop career counseling and…