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)…

Having a job immediately after graduation is the dream of every IT graduate. However, not everyone can achieve this outcome. The study's primary goal is to develop predictive models to forecast IT graduates' chances of finding a job based on factors such as academic performance, socioeconomic status, academic habits, and demographic data.…

Purpose: Students experience a range of benefits by participating in work-based learning (WBL) including increased employability skills, career development learning and enhanced industry networks. However, some approaches to WBL are not easily accessed by all students, with placement-based models placing demands on students to attend a physical…

A strong theoretical approach with a specific focus on disciplinary research characterizes the common science master's education in the Netherlands. However, a work-based learning (WBL) approach may as well be expedient and suitable for science education at master's level. In this paper, a case study is presented of a WBL-program designed for an…

Background: Over the past 25 years, research has demonstrated the value of the demand-side placement model in increasing employment opportunities for people with disabilities. Objective: The demand-side model is focused on working with businesses (the demand-side) to create systemic change within companies to pull-in consumers, in contrast to a…

Work-integrated learning (WIL) is a national priority and a strategic direction for Australian universities. To increase industry engagement, there is a need to identify emerging WIL models that enable flexibility while optimizing outcomes for stakeholders. This Australian Technology Network (ATN) project explored approaches that overcome…

What do state policies say about how to fund postsecondary education? This 50-State Comparison answers this question by searching state statutes, state rules and regulations, enacted state budget bills, and state postsecondary education agency policies that address postsecondary education budgeting and funding. According to the content of the…

The experience of international Black African collegians (IBAC) in U.S. higher education has not been adequately investigated, particularly as it relates to understanding the diversity within Black and international student populations. In this manuscript, I offer seven culturally relevant suggestions for student affairs professionals, all of…

Individuals with low incomes often struggle to advance in the labor market, yet at the same time, some employers report difficulty finding workers with the necessary skills. WorkAdvance is a workforce development model that seeks to address the needs of both of these groups through its "dual customer" approach. The model offers training…

These appendices accompany the full report that summarizes the implementation and evaluation of the Accelerating Connections to Employment (ACE) program. The ACE program model is designed to improve employment and employment-related outcomes for low-skilled workers through formal partnerships between Workforce Investment Boards (WIBs) and…

Work integrated learning (WIL) educators using reflective practice to facilitate student learning require a set of standards that works within the traditional assessment frame of Higher Education, to ascertain the level at which reflective practice has been demonstrated. However, there is a paucity of tested assessment instruments that provide…

WorkAdvance is a sectoral workforce development program designed to meet the needs of workers and employers alike. For unemployed and low-wage working adults, the program provides skills training in targeted sectors that have good-quality job openings with room for advancement within established career pathways. For employers in those sectors,…

This report summarizes the implementation and evaluation of the Accelerating Connections to Employment (ACE) program. The ACE program model is designed to improve employment and employment-related outcomes for low-skilled workers through formal partnerships between Workforce Investment Boards (WIBs) and community colleges. Implemented at nine…

This paper reports on a trial of a new model of clinical education designed to increase student clinical placement availability and address workforce constraints on supervision. The University of Sydney deployed the Capacity Development Facilitators (CDF) in selected Sydney hospitals to work with staff to expand student clinical placement…

Professional Development Engagement (PDE) is defined as "the level of undergraduate engagement in professional development." It reflects career-related work preparation for "life after college" and is a distinct externally-focused component of student engagement (SE). The increased college retention and subsequent job placement…