This paper presents a systematic literature review of using Machine Learning (ML) techniques in higher education career recommendation. Despite the growing interest in leveraging Artificial Intelligence (AI) for personalized academic guidance, no previous reviews have synthesized the diverse methodologies in this field. Following the Kitchenham…

This study explores the navigation and approaches that Chinese undergraduate international students in the US are utilizing for their career development. The enrollment of undergraduate international students in the U.S. has been growing for over a decade. More specifically, China is one of the top places of origin from which international…

This paper explores how sociology undergraduate and postgraduate students understand and discuss their possible (sociological) futures in three national contexts of Norway, England, and Hungary. Using an international comparative design based on a total of 38 semi-structured interviews from the three case-study countries, it explores first,…

This paper reports on Indigenous early career researchers' experiences of mentoring in Australian higher education, with data drawn from a longitudinal qualitative study. Interviews were conducted with 30 Indigenous participants. A consistent theme in the findings and contemporary critical literature has been a reaction against institutionalised…

Whole-of-course approaches have emerged as an important topic in the contemporary outcomes-based education environment. While research-informed accounts of whole-of-course approaches exist, most take undergraduate education as the default. Few examples feature postgraduate education where students seek career enhancement rather than entry.…

Purpose: The purpose of this study is to explore how the phenomenon of academic professional development looks through the eyes of graduate students navigating the increasing complexity of postgraduate careers. This study pays particular attention to how current students navigate the interplay between their beliefs, intentions and behaviors when…

Inspired by a Tolkien quote, "Not All Who Wander Are Lost," the authors introduce the concept of "career wandering" in the context of undergraduate student development. Proposing an alternative to traditional linear career trajectories, we conceptualize a dynamic approach that embraces nonlinear paths, indecision, and…

Background: The current study aimed to investigate the associations between cognitive abilities, grit, and academic achievement in high school STEM studies. The study utilized a natural sample of excelling STEM students (N = 814) who underwent a selection process to join elite undergraduate STEM programs. Through this selection process, the…

Using Constructivist Grounded Theory as a methodological approach and Feminist Standpoint Theory as a theoretical framework, this study sought to investigate and define the processes throughout the mentoring relationship as experienced by female counselor educators. This study yielded the Female-Responsive Mentoring Model for effective mentorship…

Student counselors and tutors guide students' choices of study profiles (subjects) within Dutch secondary education. This study addressed three research questions: (1) According to counselors and tutors, what factors should inform students' study profile choices? (2) Into what types can the views of counselors and tutors be classified? (3)…

Selecting the right academic major significantly shapes an individual's future career path, making it a longstanding focus of research. The shift to online platforms, accelerated by the challenges posed by the coronavirus pandemic, has transformed counseling and guidance systems. Consequently, developing robust online support systems has become…

This article describes the challenges that multiracial students face in professional work while emphasizing potential resources and strategies for individuals who advise these students towards their career success.

This study investigates the role of higher education strategies in enhancing the employability of international students in the postpandemic era, employing the USEM (understanding, skills, efficacy beliefs, metacognition) as a theoretical framework. By focusing on targeted interventions, this research explores how higher education institutions…

University students represent a reservoir of entrepreneurial talent and an inherent source of creativity and innovation. One way to help unleash their talents as an engine of economic growth is by increasing our understanding of elements--internal or external, real or perceived--that lead to and influence the emergence of new ventures led by…

This study investigates the effects of vocational guidance with a direct learning model on university students' career commitment and employability skills via career learning self-efficacy. Participants (N = 214) were electrical/electronic technology education students drawn from two universities in Nigeria. A two-group quasi-experimental design…