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Full-Text Articles in Education

Creating Collaborative Strategies: The Influence Of Principal Leadership In Teacher Retention In Rural Secondary Schools In Dhalai District, Tripura, Northeast India., Valerian Castelino Sep 2026

Creating Collaborative Strategies: The Influence Of Principal Leadership In Teacher Retention In Rural Secondary Schools In Dhalai District, Tripura, Northeast India., Valerian Castelino

Educational Studies Dissertations

Teacher retention has become a growing concern across India and the world. In rural, tribal, and multilingual contexts, the challenge is even greater. This research, Creating Collaborative Strategies: The Influence of Principal Leadership in Teacher Retention in Rural Secondary Schools in Dhalai District, Tripura, Northeast India, explores how school leadership influences teachers’ decisions to remain in rural schools. The research focuses on Tripura, a small state in Northeast India known for its tribal diversity, geographic isolation, multilingual classrooms, and limited educational resources. The research is informed by a multi-theoretical framework: Herzberg’s Two-Factor Theory, Non-Economic Capital Theory, and Transformational Leadership …


Differential Equation Modeling For Sustainable Resource Management: A Steady-State Optimal Harvesting Approach, Iordanka N. Panayotova, Aleksei Talonov Sep 2026

Differential Equation Modeling For Sustainable Resource Management: A Steady-State Optimal Harvesting Approach, Iordanka N. Panayotova, Aleksei Talonov

CODEE Journal

Mathematical models based on differential equations provide a powerful framework for connecting real-world data to informed decision-making. In this work, we present a student-accessible project that uses an optimal-control framework to study the sustainable management of biological resources.

Motivated by fisheries management, we examine a predator--prey system in which harvesting decisions must balance ecological and economic considerations. The model is formulated as an optimal control problem that seeks to maximize the total discounted net revenue from harvesting. Rather than solving for the complete time-dependent harvesting trajectory, we restrict the analysis to positive controlled coexistence equilibria and characterize an interior stationary …


Cultivating A Culture Of Belonging: Elementary Principal Practices, Sara Macneil Sep 2026

Cultivating A Culture Of Belonging: Elementary Principal Practices, Sara Macneil

Educational Studies Dissertations

A sense of belonging is a fundamental human need that influences students’ experiences, relationships, and engagement within their school context. It is shaped through intentional actions and everyday experiences. Understanding how school leaders intentionally shape conditions that foster students’ sense of belonging requires further exploration. This study focused on an elementary school principal and sought to identify specific leadership practices that strengthen the sense of belonging for elementary students. Using a mixed-methods approach, data were collected through a sense of belonging survey and small group interviews. The survey data provided a measure of students’ sense of belonging and were used …


Ivory Towers Have Glass Ceilings: Institutional Responsibility In Promotion To Full Professor, Chardie L. Baird, Mangala Subramaniam Sep 2026

Ivory Towers Have Glass Ceilings: Institutional Responsibility In Promotion To Full Professor, Chardie L. Baird, Mangala Subramaniam

Navigating Careers in Higher Education Series

A must-read for higher education leaders committed to equity, Ivory Towers Have Glass Ceilings examines faculty members’ experiences in promotion to full professorship. This volume discusses how structures, practices, processes, and policies pertaining to promotion from associate professor to full professor both presume and reproduce racialized and gendered inequity.

Women’s teaching and service loads are often quantitatively and qualitatively different from white and some Asian men’s experiences, which only serves to reinforce the status quo. This also extends beyond teaching and service to the types of intellectual contributions that are considered important, which often excludes the hands-on, engaged work that …


Artistic Inquiry As A Critical Disability Studies Methodology: Interdisciplinarity By Queer, Trans, And Gender Non-Conforming Disabled Artists, Brandi Lewis Sep 2026

Artistic Inquiry As A Critical Disability Studies Methodology: Interdisciplinarity By Queer, Trans, And Gender Non-Conforming Disabled Artists, Brandi Lewis

Education Studies Faculty publications

Arts-based and artistic research as a critical disability studies (CDS) methodology is an artistic inquiry into material practices and social conditions around disabled lives, communities, and care systems that support justice and liberation for disabled people. This article examines interdisciplinary practices of queer, trans, and gender non-conforming disabled artists as forms of research. Artists Rora Blue, Alex Dolores Salerno, Yo-Yo Lin 林友友, and Finnegan Shannon critique social hierarchies and exclusions by deconstructing normative ideologies about access and embodiment. Through crip politics, their approaches explore disability’s entanglement with ableist, colonial cis/hetero/patriarchy. Artistic inquiry as a CDS methodology moves beyond disability as …


The Perceptions Of K-5 Teachers Regarding Their Preparedness To Implement Trauma-Informed Practices, Matthew P. Londo Sep 2026

The Perceptions Of K-5 Teachers Regarding Their Preparedness To Implement Trauma-Informed Practices, Matthew P. Londo

Educational Studies Dissertations

Childhood trauma significantly impairs students' cognitive, emotional, and behavioral functioning, yet teachers frequently lack the preparation necessary to address its effects in classroom settings. This mixed-methods study examined the perceptions of K-5 teachers regarding their preparedness to implement trauma-informed practices (TIPs) at a public elementary school in a mid-sized urban district in central Massachusetts. A convergent mixed-methods design was employed to gather data from 20 selected K-5 educators via a structured Likert-scale questionnaire and semi-structured Zoom interviews. Quantitative data were analyzed using descriptive statistics, while qualitative data were analyzed through inductive thematic analysis. Findings revealed that participants employed four primary …


Low-Income, Minority-Serving Public Schools In Southern California Have Disproportionately High Surface Temperatures, Joaquin Murillo, Gabriella R. Dauber, Joshua B. Fisher, Gregory R. Goldsmith Sep 2026

Low-Income, Minority-Serving Public Schools In Southern California Have Disproportionately High Surface Temperatures, Joaquin Murillo, Gabriella R. Dauber, Joshua B. Fisher, Gregory R. Goldsmith

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Extensive evidence demonstrates that people from minority backgrounds often face unequal exposure to extreme heat and have less access to green space that can provide cooling relief. What is less clear is whether these inequities extend to students on school playgrounds, where high temperatures can affect physical health, social and emotional well-being, and learning. We paired high resolution, satellite remote sensing surface temperature data for all 615 of the public schools in Orange County, California (serving ca. 450,000 students) with data on neighborhood household income, race/ethnicity of school enrollment, distance from the coast, and Normalized Difference Vegetation Index as a …


The Implementation Of Sel-Based Interactive E-Modules To Enhance Mental Health Literacy, Muhammad Arif Budiman Sucipto, Mulyani Mulyani Sep 2026

The Implementation Of Sel-Based Interactive E-Modules To Enhance Mental Health Literacy, Muhammad Arif Budiman Sucipto, Mulyani Mulyani

Jurnal Kajian Bimbingan dan Konseling

The mental health crisis among Generation Alpha students is concerning, marked by stagnating life purpose and digital academic pressure. This study aims to examine the effectiveness of an interactive SEL-based E-Module in enhancing students' mental health literacy, offering an innovative solution responsive to the digital era. Employing a Classroom Action Research design integrated with ADDIE. Thirty-two tenth-grade students with low initial literacy scores (mean pre-test = 42.3) participated through purposive sampling. The two-cycle intervention utilized a digital module featuring Private Mode (encrypted emotional journal) and Emergency Button (direct link to counselors). Data were collected through literacy scales, observations, interviews, and …


Effects Of A Filial Therapy Program On Gifted Children’S Self-Regulation And Academic Perseverance, Helin Yarcel, Fuat Tanhan Sep 2026

Effects Of A Filial Therapy Program On Gifted Children’S Self-Regulation And Academic Perseverance, Helin Yarcel, Fuat Tanhan

Journal of Educational Research and Practice

The aim of this study was to examine the effects of a 10-session filial therapy program delivered to mothers on gifted children’s self-regulation and academic perseverance. Participants were 45 gifted students attending a Science and Art Center (Bilim ve Sanat Merkezi [BİLSEM]) in Eastern Türkiye and their mothers, who were randomly assigned to an experimental, placebo, or control group. Self-regulation and academic perseverance scales were administered as pre-test, post-test, and 6-week follow-up measures. Given the sample size, data were analyzed with non-parametric tests, including the Kruskal–Wallis H, Friedman, Wilcoxon signed-rank, and Mann–Whitney U tests. Results showed improvements in self-regulation …


Leveraging A Model Of Intergroup Competencies: A Reflexive Tool For Developing Diversity Leadership In Higher Education, Arig Al Shaibah Sep 2026

Leveraging A Model Of Intergroup Competencies: A Reflexive Tool For Developing Diversity Leadership In Higher Education, Arig Al Shaibah

Journal of Educational Research and Practice

Despite, or perhaps precisely because of, the current partisan pushback against equity, diversity, and inclusion (EDI) efforts in Western higher education institutions, universities may be well served to renovate their approaches to leadership diversity development to build greater capacity for advancing mission-critical inclusion excellence priorities. This article describes a promising educational intervention that has broad applicability to more meaningfully develop leadership proficiencies that better enable the advancement of EDI goals in higher education. While individual diversity leadership development programming is a micro-level intervention, it could prove beneficial—though insufficient on its own—as a prerequisite for macro-level equity and inclusion policymaking and …


God Save The Keen: Designing For Authentic Over Artificial Learning, Heather J. Leslie Phd Sep 2026

God Save The Keen: Designing For Authentic Over Artificial Learning, Heather J. Leslie Phd

Learning Design Center: Staff Scholarship

While AI has put the transactional model of schooling on steroids, I argue that AI is not the only artificial aspect of education. Grades are an artificial barrier towards authentic learning which decades of research have shown negatively impact intrinsic motivation, intellectual risk-taking, and depth of thinking. In this article, I explore what instructors can do to design authentic learning to center the human learner, not the AI.


2026 September 14 - Faculty Senate Agenda And Minutes, Faculty Senate, East Tennessee State University Sep 2026

2026 September 14 - Faculty Senate Agenda And Minutes, Faculty Senate, East Tennessee State University

Faculty Senate Agendas and Minutes

No abstract provided.


Brief Of Notre Dame Education Law Project, Notre Dame Project On Church, State & Society, Lindsay And Matt Moroun Religious Liberty Clinic, And Union Of Orthodox Jewish Congregations Of America As Amici Curiae In Support Of Petitioners, Michael A. Helfand, Richard W. Garnett, Nicole Stelle Garnett, John A. Meiser, Meredith Holland Kessler Sep 2026

Brief Of Notre Dame Education Law Project, Notre Dame Project On Church, State & Society, Lindsay And Matt Moroun Religious Liberty Clinic, And Union Of Orthodox Jewish Congregations Of America As Amici Curiae In Support Of Petitioners, Michael A. Helfand, Richard W. Garnett, Nicole Stelle Garnett, John A. Meiser, Meredith Holland Kessler

Court Briefs

Nos. 26-193 and 26-240
Bethany M. Hall v. A. Scott Fleming, Cameron Johnson v. A. Scott Fleming

On Petitions for Writ of Certiorari to the United States Court of Appeals for the Fourth Circuit

From the Summary of Argument

This Court should grant certiorari to put an end to the damaging effects of Locke v. Davey, 540 U.S. 712 (2004). To begin, as Judge Richardson ably demonstrated in his concurring opinion below, “Locke was wrongly decided.” Hall Pet. App. 14a-18a. What’s more, Locke sits in tension with—and imposes a significant impediment to—this Court’s many recent decisions that aim …


Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner Sep 2026

Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner

Upjohn Institute Working Papers

Employers commonly use open-ended questions in hiring, but usually responses aren’t recorded, and knowledge about the usefulness of such responses is limited. This study investigates properties of written responses to open-ended questions collected over many years via an application tracking platform that school districts use to hire teachers. We develop a scalable process to discover topics within the corpus of responses to each question and then to classify each response with respect to the topics while preserving interpretability and transparency. It adapts a traditional qualitative topic modeling approach, Inductive Thematic Analysis, to best combine the strengths of researcher judgment and …


Interrupting The First Story: A Lonerganian Claim Audit For Visual Analytics, Ajaya K. Swain Sep 2026

Interrupting The First Story: A Lonerganian Claim Audit For Visual Analytics, Ajaya K. Swain

San Jose - Lonergan Chair in Catholic Philosophy

Visualizations can create an impression of immediacy: a pattern appears, an explanation follows, and managerial action can seem warranted before the transitions among observation, interpretation, judgment, and decision have been examined. This conceptual and pedagogical paper develops a Lonerganian Claim Audit for visual analytics, a discipline-specific adaptation of Bernard Lonergan's account of experience, understanding, judgment, and decision. It conceptualizes visual inferential compression as diminished differentiation among these operations, such that confidence generated by a visible pattern transfers to an explanation, an evidential claim, and an action without the distinct warrant required at each transition. The Claim Audit interrupts that movement …


Beyond Thinking Like A Lawyer: Lonergan's Transcendental Method And The Formation Of Ethical Lawyers, Sigrid Vendrell-Polanco Sep 2026

Beyond Thinking Like A Lawyer: Lonergan's Transcendental Method And The Formation Of Ethical Lawyers, Sigrid Vendrell-Polanco

San Jose - Lonergan Chair in Catholic Philosophy

Law schools have long promised to teach students to "think like lawyers."1 We teach students to read cases carefully, identify legally significant facts, extract rules from precedent, distinguish adverse authority, construct arguments, and predict how courts are likely to resolve disputes. These are indispensable skills. But they leave open a more fundamental question: What kind of lawyer are we teaching our students to become?2 Legal education is extraordinarily good at teaching students how to determine what the law is and what the law allows. We are perhaps less intentional about teaching them to ask what, as lawyers, they ought to …


From Literary Encounter To Responsible Action: Adapting Lonergan's Transcendental Method To En2375, Bonita Pfleiger Sep 2026

From Literary Encounter To Responsible Action: Adapting Lonergan's Transcendental Method To En2375, Bonita Pfleiger

San Jose - Lonergan Chair in Catholic Philosophy

Bernard Lonergan characterizes the transcendental method as the “concrete and dynamic unfolding” of human knowing (Lonergan, 1997, p. 454). This unfolding involves the operations of experience, understanding, judgment, and decision. The operations describe the structure of human knowing, while the transcendental precepts express the standards by which they should be carried out: “Be attentive, Be intelligent, Be reasonable, and Be responsible” (p. 450). Together, they provide a cognitive framework for examining how students come to understand, make warranted judgments, and act responsibly. Within philosophical hermeneutics, Hans-Georg Gadamer and Paul Ricoeur describe understanding as an ongoing interpretive process rather than a …


From Consumer Experience To Brand Meaning: Teaching Brand Management Through Lonergan’S Generalized Empirical Method (Gem), Nicole Kirpalani Sep 2026

From Consumer Experience To Brand Meaning: Teaching Brand Management Through Lonergan’S Generalized Empirical Method (Gem), Nicole Kirpalani

San Jose - Lonergan Chair in Catholic Philosophy

Teaching marketing involves more than helping students learn disciplinary concepts and frameworks. It also involves developing processes of inquiry that prepare students to analyze complex situations, interpret evidence, exercise judgment, and make thoughtful professional decisions. As marketing practice continues to evolve, marketing education must similarly reconsider how courses, assignments, and learning experiences prepare students for professional practice (Grewal et al., 2025). Lonergan’s Generalized Empirical Method (GEM) offers one framework for structuring this process of inquiry. Lonergan, writing as a philosopher, theologian, and educator, initially described the underlying pattern of conscious operations as the transcendental method. In his later work, he …


Exploring Evolution As A Unifying Theme In The General Biology For Majors Course Sequence, While Iteratively Examining Attitudes And Decisions About Learning: An Application Of Lonergan’S Transcendental Method, Christine E. Gray Sep 2026

Exploring Evolution As A Unifying Theme In The General Biology For Majors Course Sequence, While Iteratively Examining Attitudes And Decisions About Learning: An Application Of Lonergan’S Transcendental Method, Christine E. Gray

San Jose - Lonergan Chair in Catholic Philosophy

As I reflect upon my journey as an educator, I recognize it has been shaped, in large part, by my own foundational roots in the Catholic Liberal Arts tradition. As I prepare for another academic year, I find myself, once again, considering how my pedagogical practice can better meet my students “where they are” in my General Biology for Majors I and II courses. Since that “place” is shaped by a student’s prior experiences, both in and out of the classroom, I also recognize that “place” is unique for each student. This is precisely why each term pushes me to …


Lanthorn, Vol. 61, No. 03, September 14, 2026, Grand Valley State University Sep 2026

Lanthorn, Vol. 61, No. 03, September 14, 2026, Grand Valley State University

Volume 61, August 10, 2026 – current

Lanthorn is Grand Valley State's student newspaper, published from 1968 to the present.


Mentorship As A Catalyst For Change Readiness: A Qualitative Study Of How Effective Mentoring Mitigates Burnout And Turnover During Organizational Transformation, Jeffery M. Camp Sep 2026

Mentorship As A Catalyst For Change Readiness: A Qualitative Study Of How Effective Mentoring Mitigates Burnout And Turnover During Organizational Transformation, Jeffery M. Camp

Journal of Online Mentoring

This qualitative study examined how effective mentorship mitigates burnout and attenuates turnover intention during organizational change, foregrounding the perspectives of experienced mentors. Drawing on Biggs’s presage–process–product (PPP) model, data were collected through semi-structured interviews (n = 12) and two focus group discussions (n = 6 each), engaging 18 unique mentors employed in organizations with 1,000 or more employees. Thematic analysis following Braun and Clarke’s six-phase protocol yielded four themes: (1) mentorship as strategic facilitation of organizational change; (2) mentorship as provision of emotional and psychological support; (3) empowering mentees through relationship-building; and (4) applying adaptive and reflective strategies. …


Presentation – Research Experiences For Students At Njit & Nsf 2026, Cristo Leon Sep 2026

Presentation – Research Experiences For Students At Njit & Nsf 2026, Cristo Leon

STEM for Success Resources

This 60-minute virtual seminar introduces NJIT students to research as an integral part of their academic and professional development. The presentation explains why undergraduate and graduate students should consider participating in research, how to identify appropriate research topics and faculty mentors, and how research experience can strengthen graduate-school and career preparation.

The seminar highlights research opportunities available through NJIT, including Undergraduate Research and Innovation (URI), summer research programs, research centers, internships, and interdisciplinary research environments across science, engineering, health, sustainability, data science, education, and the social and behavioral sciences. Participants are also introduced to federal opportunities supported by the National …


Ai Literacy Essentials: A Course Guide For Purdue University Faculty, Staff, And Students, Jing Lu Sep 2026

Ai Literacy Essentials: A Course Guide For Purdue University Faculty, Staff, And Students, Jing Lu

Libraries Faculty and Staff Creative Materials

AI Literacy Essentials is a self-paced online training course developed specifically for the Purdue University community. Unlike general AI literacy resources, this course is grounded in Purdue's AI Use Policy (Artificial Intelligence Use, VII.A.5), covers only Purdue-approved tools, and uses role-based scenarios drawn from real faculty, staff, and student contexts at Purdue.

The course is organized into six modules: (1) Why AI Literacy Matters Now, (2) Foundations, including generative AI basics, ethics, data privacy, and Purdue AI policy, (3) Working Effectively with AI, including prompt engineering and output evaluation, (4) Enterprise GenAI Tools at Purdue, covering Microsoft Copilot, M365 Copilot, …


Benefits And Costs For Chattanooga Residents Of Incorporating Training Into Economic Development Strategies, Timothy J. Bartik, Iryna V. Lendel, Sevrin Williams Sep 2026

Benefits And Costs For Chattanooga Residents Of Incorporating Training Into Economic Development Strategies, Timothy J. Bartik, Iryna V. Lendel, Sevrin Williams

Upjohn Institute Technical Reports

This report evaluates the benefit-cost tradeoffs of adding a workforce training component to Chattanooga's economic development incentive packages, using the Bartik Benefit-Cost Model of Business Incentives. Focusing on hypothetical projects across seven industries, the analysis compares the present value of training costs against resulting gains in residents' per capita income over a 20-year horizon. Findings show that training, layered onto existing PILOT-based tax incentives, delivers benefits more than 25 times its costs—driven by training's greater cost-effectiveness in inducing business location decisions and its stronger tendency to direct new jobs toward local residents. While training is not self-financing from a city …


Navigating Predominantly White Institutions: A Narrative Inquiry Restorying Native American And Indigenous Students' Lived Experiences Of Higher Education, Chandra Anderson Sep 2026

Navigating Predominantly White Institutions: A Narrative Inquiry Restorying Native American And Indigenous Students' Lived Experiences Of Higher Education, Chandra Anderson

Doctor of Education Program Dissertations

Previous research has examined retention rates of Native American and Indigenous students within the United States in higher education; however, there remains a significant narrative silence regarding the lived stories and personal chronologies of these students (Brayboy et al., 2015; Davidson & Lopez, 2023; Oxendine et al., 2018). The purpose of this qualitative narrative inquiry was to elicit and restory the lived narratives of Native American and Indigenous students enrolled in predominantly White institutions (PWI) of higher education. This study’s literature review themes include: (a) history of Native American and Indigenous students, (b) contemporary research on Native American and Indigenous …


Analysis Of Needs For Web-Based Mobile Learning Development Based On Universal Design For Learning For Students With Special Needs, Murni Winarsih, Mayasari Manar, Rohmah Ageng Mursita, Mita Septiani Sep 2026

Analysis Of Needs For Web-Based Mobile Learning Development Based On Universal Design For Learning For Students With Special Needs, Murni Winarsih, Mayasari Manar, Rohmah Ageng Mursita, Mita Septiani

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Higher education institutions still have substantial challenges when it comes to accommodating students with special needs, especially those who are visually or aurally impaired. Access to learning resources is still an issue, as are the limitations of adaptive learning media and the dominance of more conventional verbal and visual methods of information transmission. Hence, not all pupils are given the same chances throughout the learning process. With its emphasis on providing a variety of representational, interactive, and expressive tools, Universal Design for Learning (UDL) aims to meet the requirements of students with a wide range of learning styles. In order …


Project-Based Conversion Versus Prototype-Based Instruction In Automotive Teacher Education, Ramdhani Ramdhani, Sriyono Sriyono, Wahid Munawar, Raafi Rizki Maulana, Apriyansah Bahrudin Sep 2026

Project-Based Conversion Versus Prototype-Based Instruction In Automotive Teacher Education, Ramdhani Ramdhani, Sriyono Sriyono, Wahid Munawar, Raafi Rizki Maulana, Apriyansah Bahrudin

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The transition to electric and hydrogen mobility is reshaping the competencies that automotive vocational teaching requires, yet institutions with limited equipment must choose between authentic learning designs without evidence of what each produces. Indonesian research to date has built substitute learning media and reported feasibility ratings rather than measured learning. This study asks what cognitive and psychomotor gains two contrasting designs produce and how those gains compare. Two pre-experimental studies were conducted in one automotive teacher education programme in Indonesia. Study A used a time-series design across three project cycles of 200 minutes in which 15 undergraduates converted a combustion …


Evaluation Of Land Suitability In The Watu Ondo Waterfall Area Using The Analytical Hierarchy Process (Ahp) Method, Carina Nur Indah Lestari, Syamsul Bachri, Sugeng Utaya, Daudi Richard Malusu Sep 2026

Evaluation Of Land Suitability In The Watu Ondo Waterfall Area Using The Analytical Hierarchy Process (Ahp) Method, Carina Nur Indah Lestari, Syamsul Bachri, Sugeng Utaya, Daudi Richard Malusu

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study was motivated by the importance of utilizing land physical conditions as a basis for developing disaster mitigation education in natural tourist areas. The study aims to evaluate land suitability for disaster mitigation education in the Watu Ondo Waterfall area using the Analytical Hierarchy Process (AHP) and Geographic Information Systems (GIS). A quantitative research method was employed, involving AHP weighting analysis of the parameters topography, rainfall, dry season duration, soil type, and land cover, followed by spatial overlay to generate a land suitability map. The results indicate that topography is the dominant factor with a weight of 47%, followed …


Digital Mindset Efficacy For Human-Ai Career Readiness, Frank Lin, Conrad Shayo Sep 2026

Digital Mindset Efficacy For Human-Ai Career Readiness, Frank Lin, Conrad Shayo

Communications of the IIMA

This article develops digital mindset efficacy as a key capability for human-AI career readiness. It argues that success in AI-shaped workplaces requires not only technical tool use but also the confidence and capacity to learn with, evaluate, collaborate with, and responsibly govern digital and AI systems. Drawing on digital mindset, digital intelligence, AI proficiency, self-efficacy, and life-skills literature, the article proposes a theory-based model linking digital mindset efficacy to AI proficiency and life skills through mastery experience, vicarious learning, social persuasion, and affective regulation. It illustrates the model through a General Education course, Leadership for Global Challenges: Exploring the Digital …


Beyond Ai Literacy: Developing And Validating A Reflective Human–Ai Learning Scale In Higher Education, Alison Munsch Phd Sep 2026

Beyond Ai Literacy: Developing And Validating A Reflective Human–Ai Learning Scale In Higher Education, Alison Munsch Phd

Communications of the IIMA

Generative artificial intelligence (GenAI) is transforming higher education, yet current AI literacy frameworks primarily assess what students know about AI and how they use it rather than how they think while learning with AI. This paper introduces Reflective Human–AI Learning (RHAL), a complementary construct that captures the quality of students' reflective cognition while collaborating with AI. Drawing upon AI literacy, metacognition, significant learning, critical thinking, and self-regulated learning, the study proposes a multidimensional instrument and outlines a rigorous psychometric validation process. The resulting scale is intended to complement—not replace—existing AI literacy measures by assessing reflective judgment, intentional inquiry, and ethical …