Empowering inclusion with insightful research.
Welcome to the Cultural Infusion - Atlas Academic Papers Repository!
We are delighted to offer you a curated collection of academic papers, gathered from verified and reputable sources. This resource is designed to provide members with quick access to valuable research that can inform your workforce strategy and transformation.
Please note that all papers included in this repository have been collected with respect for and in accordance with the rights of the original authors and publishers.
We hope you find this resource useful and enriching. Happy reading!
2025
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Viktoriia Borshch, Yaroslav Rudyk, Yevhenii Kostyk, Mykhailo Vereskun, Olena Kabanova
Enhancing Workforce Efficiency Through Behavioural Management Strategies
Theoretical and practical research proves the importance of behavioural management tools in managing labour productivity. Therefore, organisations involved in various economic activities implement these tools in human resource management. This article aims to study the impact of behavioural management and...
2025
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Ana Marija Filipas, Nenad Vretenar, Jelena Jardas Antonić
Aging workforce and labour market trends in the European Union
This study examines the main consequences of Europe’s ageing population, including its effects on the labour market, employment dynamics, education, and socio-economic inequalities. It aims to identify and analyse trends and thematic priorities of these challenges, as well as regional...
2025
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Boumedyen Shannaq, Ahmed Alabri, V. P. Sriram, Oualid Ben Ali
INVESTIGATING THE IMPACT OF AI ON THE WORKFORCE AND THE FUTURE OF WORK IN THE REGION: A MACHINE LEARNING PERSPECTIVE
This study examines the evolving impact of Artificial Intelligence (AI) on workforce dynamics within a regional context. The analysis of structured data, which includes job positions alongside industry categories, collected from Kaggle.com, AI implementation metrics, automation uncertainty assessments, skill requirements,...
2025
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Abby Foster, Simone Munro, Janet Golder, Debra Mitchell
Why they come, why they stay and why they leave: a survey to understand the drivers of recruitment, retention, and attrition of allied health clinicians in an Australian metropolitan health network
BACKGROUND: While allied health plays a central role in healthcare, workforce challenges are straining the sector. Challenges are shaped by population changes, emerging models of care, and educational limitations, and were exacerbated by COVID-19. This study aimed to identify drivers...
2025
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Satyadhar Joshi
Agentic Generative AI and the Future U.S. Workforce: Advancing Innovation and National Competitiveness
This paper presents a systematic review of generative AI applications in workforce development and education. We categorize the literature into key themes and synthesize findings to highlight trends, challenges, and future directions. Expected outcomes include enhanced training efficiency, broader accessibility...
2025
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Marcia Clark, Laurie A. Hiemstra, Sarah Kerslake, Erin Boynton, Claire Temple‐Oberle
A roadmap for surgeon leaders in improving gender equity: educational strategies, implementation, and evaluative methods
BACKGROUND: Gender diversity is lacking in the orthopedic workforce, and patient outcomes are known to be negatively affected when gender inequity exists. Following an unpublished needs assessment, we sought to evaluate participants’ proposed solutions to gender inequity faced by female...
2025
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Gail Tomblin Murphy, Tara Sampalli, Andrea Carson, Mark Embrett, Meaghan Sim, Caroline Chamberland-Rowe, Alyssa Indar, Marta MacInnis, Kaylee Murphy-Boyle, Janet Rigby, Julia Guk, Leah Boulos, Kristy Hancock, Jayden Altman-Prezioso, Shirin Mehrpooya
Impact of the COVID-19 pandemic on the Canadian healthcare workforce: a rapid evidence synthesis of key considerations, lessons learned, and promising practices to address the healthcare workforce crisis
BACKGROUND: The ongoing impacts of the COVID-19 pandemic on Canada’s healthcare workforce and service delivery necessitate focused health system planning and delivery that prioritizes coordination, collaboration, and evidence-based strategies. A rapid evidence synthesis was commissioned by Health Canada to determine...
2025
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Saule Iskendirova, Aigerim Amirova, Aliya Daueshova, Azamat Zhanseitov, Rymkul Ismailova
Adapting to the AI revolution: comparative analysis of national workforce strategies
This paper assesses national workforce strategies for adapting to artificial intelligence (AI) across 55 countries.The background of the research is defined by the rapid diffusion of AI technologies, which creates new challenges and opportunities for labour markets and policy-makers worldwide.Objectives:...
2025
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Shadi Hijazi, Mahvish Nawaz Mokal, Andrina Nila Halder, V Zaykov Victor, Gareth D. John
AI- and IoT-Driven Mobile Learning Environments: A Framework for Educational Transformation, Workforce Development, and Digital Inclusion
The integration of artificial intelligence (AI) and the Internet of Things (IoT) into mobile learning has gained significant scholarly and industry attention for their potential to deliver adaptive, context-aware, and inclusive educational experiences. AI–IoT-enhanced mobile platforms combine intelligent data analytics,...
2025
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James Weichert, Hoda Eldardiry
Educating a Responsible AI Workforce: Piloting a Curricular Module on AI Policy in a Graduate Machine Learning Course
As artificial intelligence (AI) technologies begin to permeate diverse fields-from healthcare to education-consumers, researchers and policymakers are increasingly raising concerns about whether and how AI is regulated. It is therefore reasonable to anticipate that alignment with principles of ‘ethical’ or...
2025
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Aljawhara Almutarie
Joining the Workforce, Saudi Women and Vision 2030
This chapter describes the recent fundamental socio-economic changes achieved in Saudi Arabia to include women in the workforce in the face of a culture that traditionally excluded them from the public arena. It shows how this change is being achieved...
2025
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Abiodun Yusuf Onifade, Jeffrey Chidera Ogeawuchi, Abraham Ayodeji Abayomi
Workforce Development and Sustainability in Logistics: The Role of HR
In the rapidly evolving landscape of logistics, workforce development and sustainability have emerged as critical focal points for organizations aiming to thrive in an increasingly competitive environment while addressing global challenges such as climate change and social responsibility. Human Resource...
2025
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Kyla F. Woodward, Janette Dill, LaTonya J. Trotter, Bianca K. Frogner
Beyond the pandemic: the relationship between macroeconomic conditions and healthcare worker shortages in the United States
BACKGROUND: While the COVID-19 pandemic undoubtedly catalyzed healthcare workforce challenges, alone it does not explain ongoing workforce shortages. This study examines how broader economic trends and industry competition may influence worker movement in and out of healthcare. This analysis aims...
2025
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Padam Bahadur Lama, Prem Bahadur Budhathoki, Hari Prasad Ojha
Fostering an Inclusive Academic Workforce: Assessing the Impact of Age, Ethnic and Educational Diversity on Employee Performance
The performance of the workforce relies on organizational leaders who embrace strategic paths with diverse inclusion to foster performance in a globalized era. Thus, effective leadership roles contribute to properly managing diverse workforces in the organization, ultimately driving toward better...
2025
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Olatunbosun Bartholomew Joseph, Onuh Matthew Ijiga, Mariam Olateji, I. C. Okoli, David Frempong
Comparative Perspectives on TVET: Lessons from the United States and Developing Economies for Workforce Readiness and Economic Inclusion
This article offers a critical and interdisciplinary examination of how education systems structured for technical and vocational development can serve as a powerful catalyst for equity, resilience, and sustainable economic participation. Through comparative analysis across developed and developing contexts, it...
2025
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Chaoyan Dong, Lisa Altshuler, Nobutaro Ban, Lee Yuen Wong, F. Mohammed, Chao Tang, Elizabeth Kachur
Psychological safety in health professions education: insights and strategies from a global community of practice
Psychological safety is the belief that one will not be punished or humiliated for speaking up, sharing ideas, raising concerns, or making mistakes. There are various threats to psychological safety in health professions education (HPE). This commentary applies Clark’s model...
2025
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Shicun Qiu, Jiacun Qiu, Jinwen Xu, Lin Wang
Effective emotion regulation and positive psychological capital as coping strategies to alleviate teacher burnout: a narrative review
In contemporary society, teacher burnout (TB) continues to be a prevalent issue within educational contexts, negatively impacting teacher job satisfaction and student outcomes. This study investigates the efficacy of positive coping strategies, including effective emotion regulation (EER) and positive psychological...
2025
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Rūta Pirta-Dreimane, Matīss Veigurs
Latvian Cyber Workforce of Tomorrow: Closing the Gap
Cybersecurity is a growing multidisciplinary job cluster in the labour market that nowadays goes beyond information technology specialists. This research paper explores the current situation and emerging gaps in cybersecurity education and employment in Latvia, specifically looking at future skills...
2025
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Saule Iskendirova, Aigerim Amirova, Aliya Daueshova, Azamat Zhanseitov, Rymkul Ismailova
Adapting to the AI revolution: comparative analysis of national workforce strategies
This paper assesses national workforce strategies for adapting to artificial intelligence (AI) across 55 countries.The background of the research is defined by the rapid diffusion of AI technologies, which creates new challenges and opportunities for labour markets and policy-makers worldwide.Objectives:...
2025
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Richard Douglas Kamara
BRIDGING THE GAP: OPPORTUNITIES, CHALLENGES AND STRATEGIES FOR AI DEPLOYMENT IN PUBLIC SERVICE DELIVERY
Artificial intelligence (AI) has the potential to revolutionise public service delivery, but its creation and implementation come with both exciting possibilities and complex obstacles. Despite the increasing discussions surrounding AI, there is a lack of research specifically focused on its...