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Download full textFrank 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
Direct linkKayla Haweny; Erika I. Sodeika; Sasha B. Monaco; Morgan Botknecht; Martin Heesacker – Journal of Information Technology Education: Research, 2025
Aim/Purpose: The aim of this paper is to evaluate whether the use of social media by college students is linked with diminished academic productivity, and if so, why? Background: In prior research, social media use was inversely related to academic productivity. We replicated that effect and tested whether depletion sensitivity, delay discounting,…
Descriptors: Social Media, Addictive Behavior, Productivity, Academic Achievement
Chengchen Li – Studies in Second Language Learning and Teaching, 2025
This study investigates task-specific emotions, examining how they arise and impact performance in a second language writing task through the lens of control-value theory and a positive psychology (PP) perspective. Participants were 206 secondary English-as-a-foreign-language learners from rural China. They completed an English argumentative…
Descriptors: Foreign Countries, English (Second Language), Second Language Learning, Second Language Instruction
