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Frank Lee; Alex Algarra – Information Systems Education Journal, 2025
This case study examines employee attrition, its detrimental effects on businesses, and the potential of data analytics to address this challenge. By employing Latent Dirichlet Allocation (LDA), a sophisticated NLP technique, we delve into the underlying reasons for employee departures. Additionally, we explore using RapidMiner to develop…
Descriptors: Labor Turnover, Data Analysis, Natural Language Processing, Employees
Vincent Carpentier; Emmanuelle Picard – Comparative Education, 2024
This historical exploration of the development of the academic workforce in the UK and France was triggered by the observation of significant similarities in contemporary debates on casualisation, and segmentation despite their distinctive HE systems. We develop a quantitative history of academic staff to understand why the differences in the two…
Descriptors: Foreign Countries, Educational History, Higher Education, Data Analysis
Allaa Barefah – Journal of Education for Business, 2024
Businesses use data to enhance operational performance, creating demand for professionally trained data/business analytics graduates. Universities offer a variety of academic programs in response to the increasing labor market demands. Yet, research on how well educational offerings adapt to market demand is scant. This paper aims to evaluate how…
Descriptors: Foreign Countries, Labor Market, Web Sites, College Programs
Fariba Nosrati; Timothy Burns; Yuan Gao; Cherie Sherman – Information Systems Education Journal, 2025
The purpose of this study is to investigate the current state of graduate level business analytics education in the United States. The goal of this research is twofold. The first goal is to understand how higher education institutions are addressing the growing demand for analysts and data-savvy managers in the job market. To achieve this aim, the…
Descriptors: Graduate Students, Data Analysis, Statistics Education, Labor Needs
Eric Richardson; Jean Gordon; Richard Ginnetti; Rachel Carroll; Randyl Cochran; Laura Morris; Valerena Candy; Margaret Brown – Journal of Education Human Resources, 2025
Beyond informing human resources (HR) policies and practices, information gleaned from predictive analytics, visualized via dashboards, can increase awareness and prompt employee and management actions based on identified variables often related to intent to leave and employee wellness. While considerable research, relevant measurements, and tools…
Descriptors: Higher Education, Employee Attitudes, Labor Turnover, Occupational Mobility
Jenay Robert; Kathe Pelletier; Betsy Tippens Reinitz – Strategic Enrollment Management Quarterly, 2024
In today's digital world, higher education institutions collect and use more data than ever. However, institutional silos create barriers for stakeholders who need data for daily operations and strategy. This article presents a vision of a unified, collaborative future for data governance and actionable steps stakeholders can take.
Descriptors: Data Analysis, Data Collection, Information Management, Governance
Eylem Tas – Information and Learning Sciences, 2024
Purpose: This study aims to explore the findings related to data literacy skills for students to succeed in the digital age labor market and the role of university-industry collaborations (UICs) in the co-design and co-delivery of curriculum for the development of students' data literacy. Design/methodology/approach: The study uses an…
Descriptors: Statistics Education, School Business Relationship, Teaching Methods, Labor Market
Sekerci, Reyhan; Karatas, Süleyman; Güven, Beyhan; Demir, Levent; Güven, Alper – International Journal of Educational Administration and Policy Studies, 2021
Data mining in education predictions are made about other groups based on the big data of education. However, the extent to which training data can be accessed is relative. A group that can be described as missing data is children living or working on the street. For this reason this study aimed to deal with children working or living on the…
Descriptors: Data Analysis, Homeless People, Children, Social Problems
Robert M. Johnstone – Educational Considerations, 2025
This article explores utilizing a post-graduation success lens to help community college leaders frame the challenges of achieving equitable improvement for their students. Specifically, it posits that providing and exploring customized labor market data presented in an accessible format can help institutional leaders provide a "true…
Descriptors: Community College Students, College Graduates, Outcomes of Education, Success
Watkins, Karen E.; Ellinger, Andrea D.; Suh, Boyung; Brenes-Dawsey, Joseph C.; Oliver, Lisa C. – European Journal of Training and Development, 2022
Purpose: The critical incident technique (CIT) is widely used in many disciplines; however, scholars have acknowledged challenges associated with analyzing qualitative data when using this technique. Therefore, the purpose of this article is to address the data analysis issues that have been raised by introducing some different contemporary ways…
Descriptors: Critical Incidents Method, Data Analysis, Doctoral Dissertations, Labor Force Development
Zafar, Natasha; Asadullah, Muhammad Ali; Haq, Muhammad Zia Ul; Siddiquei, Ahmad Nabeel; Nazir, Sajjad – European Journal of Training and Development, 2023
Purpose: The firms use training evaluation practices (TEPs) to determine the return of billions of dollars spent on employee training and development activities. The firms need to modernize the set of TEPs for evidence-based workforce management decisions. This study aims to examine a mediation mechanism to explain how human resource (HR)…
Descriptors: Foreign Countries, Human Resources, Labor Force Development, Design
Karen Thorpe; Narayan Panthi; Sandra Houen; Marcus Horwood; Sally Staton – Australian Educational Researcher, 2024
In response to a workforce crisis, Australia's early childhood education and care workforce strategy for the next decade, "Shaping our Future," was released in September 2021. This strategy was developed through a three-stage, 'top-down' process in which open consultation on pre-defined strategies was the final stage. Analysing data from…
Descriptors: Early Childhood Teachers, Labor Economics, Foreign Countries, Data Analysis
Oscar A. Aliaga; Pradeep Kotamraju – International Journal of Adult Education and Technology, 2024
We examined the impact of secondary Career and Technical Education (CTE) credit-taking on students attaining full-time employment following graduation from high school in the United States, and whether such credit-taking impacted students entering employment in a related field. We focused on occupational programs, and we used four levels of CTE…
Descriptors: Vocational Education, Credits, Employment, Secondary Education
Ahmet Öztürk; Meltem Dayioglu – Higher Education: The International Journal of Higher Education Research, 2024
We study the 1992 higher education expansion reform in Turkey and examine how the expansion program changed higher education attainment and labor market access, particularly for women, who are disadvantaged on both accounts. We use the 2011 Population and Housing Census and employ a difference-in-differences estimation strategy. We find that the…
Descriptors: Foreign Countries, Educational Attainment, Educational Change, Females
Selwyn, Neil – Oxford Review of Education, 2021
The past 20 years have seen the steady 'datafication' of school systems -- i.e. the rendering of key aspects of school practice into data that is digitally collected, processed and circulated. In contrast to assumptions of 'data-driven' schools as sites of more efficient and automated forms of data work, this paper examines the extensive human…
Descriptors: Data Analysis, Secondary Schools, Foreign Countries, Work Environment