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Articles 121 - 150 of 6067
Full-Text Articles in Human Resources Management
Gender Dynamics In Upward Influence: Career Outcomes And Organizational Implications, Carrie Berg Ed.D.
Gender Dynamics In Upward Influence: Career Outcomes And Organizational Implications, Carrie Berg Ed.D.
Journal of Nonprofit Innovation
This study explores gender-based differences in the perceptions and outcomes of upward influence strategies within nonprofit organizations. Using qualitative thematic analysis grounded in Social Role Theory and Impression Management Theory, this research draws from structured questionnaires and semi-structured interviews with 37 professionals across diverse nonprofit sectors. Findings reveal that men’s influence efforts are more frequently perceived as credible and authoritative, while similar strategies used by women are often subjected to increased scrutiny and bias. Key themes include gendered influence styles, differential recognition and credibility, mental and emotional labor, organizational gatekeeping, leadership receptivity, and informal networks. The study contributes to understanding …
A Forgotten Tool? Intellectual Property Rights And The Competitive Potential Of Micro, Small, And Medium-Sized Enterprises In Tanzania, Saudin J. Mwakaje
A Forgotten Tool? Intellectual Property Rights And The Competitive Potential Of Micro, Small, And Medium-Sized Enterprises In Tanzania, Saudin J. Mwakaje
Business Management Review
This article offers a hybrid assessment of law and its impact on business by examining how intellectual property rights (IPR) promote business competitiveness by granting enterprises exclusive statutory rights over their innovations and creative ideas. The article situates the discussion in the Tanzanian context and focuses on Micro, Small, and Medium-Sized Enterprises (MSMEs). Using a qualitative approach, the discourse examines ongoing national and continental reforms and the evolving business and market environment that are driving MSMEs to adopt innovation to achieve market control and sustainability. Recent continental and regional regulatory developments, including the adoption of the Agreement on African Continental …
From Awareness To Action: Exploring The Behavioral Gap In Green Computing Among Surveyed University Students In Tanzania, Victor G. Wilson
From Awareness To Action: Exploring The Behavioral Gap In Green Computing Among Surveyed University Students In Tanzania, Victor G. Wilson
Business Management Review
As digital technologies become increasingly embedded in higher education, promoting environmentally responsible computing practices has become an important sustainability and management concern. This study applies the Norm Activation Model (NAM) to examine green computing behavior among university students in Tanzania. Drawing on responses from 868 students across science, education, and business programs, the study investigates how Awareness of Consequences, Ascription of Responsibility, and Personal Norms influence green computing behaviors. Hierarchical regression analysis was used to assess both the explanatory power of the NAM variables and the selective moderating roles of gender and academic program. Findings reveal that both awareness and …
The Role Of Board Effectiveness In Shaping The Influence Of Esg Disclosures On Financial Performance: The Case Of Tanzanian Listed Companies, Emmanuel Christopher
The Role Of Board Effectiveness In Shaping The Influence Of Esg Disclosures On Financial Performance: The Case Of Tanzanian Listed Companies, Emmanuel Christopher
Business Management Review
This study examines the moderating role of board effectiveness in the relationship between environmental, social, and governance (ESG) disclosures and the financial performance of firms listed on the Dar es Salaam Stock Exchange (DSE) in Tanzania. Drawing on stakeholder and agency theory perspectives, the study posits that ESG disclosures create value for stakeholders while effective boards enhance oversight and ensure that sustainability initiatives translate into firm performance. Using secondary data from firms’ annual reports for 2016–2024 (198 firm–year observations), the study applies random effects panel regression guided by the Hausman test. Robustness checks were performed using an alternative financial performance …
Horizontal Collaboration Practices And Operational Performance Of Smallholder Farmer Groups In Horticultural Supply Chain, Herieth J. Rogath, Juma James Masele, Gerald Magova
Horizontal Collaboration Practices And Operational Performance Of Smallholder Farmer Groups In Horticultural Supply Chain, Herieth J. Rogath, Juma James Masele, Gerald Magova
Business Management Review
Collaboration has increasingly been recognized as a strategic approach for enhancing performance. However, limited attention has been given to the relationship between horizontal collaboration practices and the operational performance of horticultural smallholder farmer groups in downstream supply chains. This study examined this relationship through the lens of Social Exchange Theory. Data were collected using self-administered questionnaires from 195 smallholder horticultural farmer groups across the southern highlands of Tanzania, including Mbeya, Iringa, Njombe, and Songwe regions. Analysis was conducted using Partial Least Squares Structural Equation Modelling (PLS-SEM) with SmartPLS 4.0. The findings reveal that all collaboration practices improve operational performance; resource …
Changing Employee Motivation From Obligation To Opportunity: Increasing Intrinsic Motivation In Non-Profit Organizations, Evelyn L. Williams
Changing Employee Motivation From Obligation To Opportunity: Increasing Intrinsic Motivation In Non-Profit Organizations, Evelyn L. Williams
Senior Honors Theses
Motivation is a key driver behind tasks within the workforce. Harnessing employee motivation increases productivity, employee retention, efficiency, and output quality. Non-profit organizations, however, are often unable to devote resources to externally increasing motivation. This study presents a motivational model that is built from three motivation theories: Maslow’s Hierarchy of Needs, Herzberg’s Two Factor Theory, and Self-Determination theory. By incorporating principles from these theories this model helps organizations internalize and increase the effectiveness of their employees’ motivation through increasing the autonomy, competence, and relationality felt by each employee. The six tenets of the REWARD model give non-profit organizations a framework …
Exploring The Relationship Between Telework Intensity And The Voluntary Or Involuntary Nature Of Physical Work Arrangements Related To Work-Related Rumination, Savannah R. Schwartz
Exploring The Relationship Between Telework Intensity And The Voluntary Or Involuntary Nature Of Physical Work Arrangements Related To Work-Related Rumination, Savannah R. Schwartz
Doctoral Dissertations and Projects
Work-related rumination occurs when an individual thinks about work during non-work hours. Following the emergence of COVID-19, more employers adopt flexible models of physical working arrangements for their employees that extend beyond traditional on-site (working from a designated business office location) models, such as hybrid (working part of the time from home and part of the time at a designated business office location) and fully remote (working from home all of the time) models. The present non-experimental quantitative, cross-sectional survey study explored the relationship between telework intensity (i.e., the amount of time one spends working remotely), as well as the …
Northern Rainstorm Belt And Response Strategies, Jianping Huang, Xiaodan Guan, Xiaohuang Liu, Xiaohan Shen, Xiaojie Liu
Northern Rainstorm Belt And Response Strategies, Jianping Huang, Xiaodan Guan, Xiaohuang Liu, Xiaohan Shen, Xiaojie Liu
Bulletin of Chinese Academy of Sciences (Chinese Version)
In the summer of 2025, the Northern Rainstorm Belt stretching from eastern Northwest China to the Northeast region exhibited a significant increase in summer precipitation and rainfall frequency over northern China. Cities in the north were frequently struck by extreme rainstorms, resulting in prominent disasters such as “floods in drylands and urban waterlogging”. Northern China spans a vast territory, serving not only as a major grain-producing area and a densely populated region but also as an ecological security barrier that connects the farming-pastoral ecotone and the Loess Plateau. Its stability has nationwide implications. Therefore, comprehensively enhancing flood control capacity, strengthening …
Examination Of The Hiring Process: Bias In Selection, Conor Johanson
Examination Of The Hiring Process: Bias In Selection, Conor Johanson
Honors Theses
Racial discrimination in the hiring process remains a persistent problem despite decades of anti-discrimination legislation and widespread bias-awareness training. The present study examined whether resume quality and candidate race jointly influence hiring evaluations among human resource professionals, a population with formal training in equitable selection practices. Using a 2 × 2 between-subjects design, 129 HR professionals recruited through Prolific were randomly assigned to evaluate a high- or low-quality resume attributed to either a Black or White candidate. Participant evaluations were assessed across warmth-related and competence-related dimensions derived from the Stereotype Content Model, with Aversive Racism Theory guiding predictions about when …
The Predictive Influence Of Management Leadership Styles On Employee Retention In The Aerospace And Defense (A&D) Industry In Northern Virginia, Shawn M. Hall
Doctoral Dissertations and Projects
This fixed-design quantitative study evaluates the predictive influence of management leadership styles on employee retention within the Aerospace and Defense (A&D) industry in Northern Virginia. Addressing a critical decline in industry retention that impacts organizational productivity and profitability, the research utilizes a post-positivist paradigm to analyze data (N = 773) from participants across seven major A&D organizations. The study measures four primary constructs: Intent to Stay, Management Leadership Styles, Job Satisfaction, and Leader Support. A hierarchical multiple regression analysis was performed to isolate the predictive power of leadership style after controlling for demographic factors, including age, gender, role, and years …
Entrepreneurial Orientation And Performance Of Microfinance Cooperatives: Evidence From Tanzania, Grace Thomas Mori, Omari Khalifa Mbura
Entrepreneurial Orientation And Performance Of Microfinance Cooperatives: Evidence From Tanzania, Grace Thomas Mori, Omari Khalifa Mbura
Business Management Review
Microfinance cooperatives (MFCs) play a key role in socio-economic development, predominantly in developing countries. However, studies focusing on the relationship between entrepreneurial orientation (EO) and the performance of MFCs are limited, particularly in Tanzania. This study was informed by the resource-based view to examine the influence of EO dimensions on the performance of MFCs in Tanzania. Specifically, the study focused on four dimensions of EO namely; innovativeness, proactiveness, risk taking, and competitive aggressiveness behaviours. Data were obtained from 299 stratified sampled managers of MFCs through the administration of a structured questionnaire. In testing this relationship, Partial Least Squares Structural Equation …
The Age Of Hr Delivering Stakeholder Value Through Strategic Organizational Capability: Talent, Leadership, And Culture, Anthony Nyberg, Rebecca R. Kehoe, Dave Ulrich, Patrick M. Wright
The Age Of Hr Delivering Stakeholder Value Through Strategic Organizational Capability: Talent, Leadership, And Culture, Anthony Nyberg, Rebecca R. Kehoe, Dave Ulrich, Patrick M. Wright
Research Briefs
A landmark collection of 62 chapters from the world’s foremost thinkers in HR strategy, talent management, and organizational leadership—written at the inflection point where AI, geopolitical uncertainty, and evolving stakeholder expectations are reshaping the future of work and the humans at its center.
A Therapy Dog Intervention For Elementary School Teachers' Well-Being: Using Action Research To Bridge The Research-Practice Gap In Hrd, Kelly F. Moore
A Therapy Dog Intervention For Elementary School Teachers' Well-Being: Using Action Research To Bridge The Research-Practice Gap In Hrd, Kelly F. Moore
Human Resource Development Theses and Dissertations
The purpose of this action research (AR) study was to explore how AR can serve as a participatory research design for bridging the research–practice gap in Human Resource Development (HRD) by collaboratively designing, implementing, and evaluating a therapy dog intervention to enhance teacher well-being. One primary research question guided this study: How can action research serve as a participatory research design for bridging the research–practice gap in HRD through the collaborative design and implementation of a therapy dog intervention for elementary school teachers? I conducted a two-phase AR study consisting of a pilot study followed by a full-scale intervention. Data …
What Graduates See And What Employers Pay; Reconciling Salary Reporting And Total Compensation In Sales And Marketing, John Ertel, George Talbert Jr.
What Graduates See And What Employers Pay; Reconciling Salary Reporting And Total Compensation In Sales And Marketing, John Ertel, George Talbert Jr.
AMTP Proceedings 2026
College students frequently rely on university career centers for salary information when evaluating early-career opportunities. In sales, however, reported compensation figures often reflect base pay only and exclude performance-based earnings such as commissions and bonuses. This study uses a single-university case study to examine whether university-reported salary data for sales roles accurately represents total compensation. Institutional career center reports and national salary projections were compared with insights from employers, sales professionals, and recent graduates. Findings indicate that performance-based compensation constitutes a substantial portion of total earnings in sales roles but is frequently omitted from reported figures, leading to systematic understatement …
"Nobody Forced My Mom To Stay Home": College Men’S Perspectives On Parental Leave, Marisa Conners
"Nobody Forced My Mom To Stay Home": College Men’S Perspectives On Parental Leave, Marisa Conners
Student Publications
From "The Second Shift" to Claudia Goldin’s Nobel Prize-winning research on women in the labor market, the inequities affecting women in the labor market have been widely documented. However, progress on this issue has been largely one-sided on behalf of women, perpetuating gender inequality. The goal of my research is to understand how social subgroup values influence male-identifying Gettysburg College students’ predictions on how they will engage with parental leave. This project gathered information on ways to increase male uptake of parental leave, which, if implemented, will help improve gender equity in the labor market.
How are male-identifying Gettysburg College …
J Mich Dent Assoc April 2026
The Journal of the Michigan Dental Association
Each month, the Journal of the Michigan Dental Association delivers news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200-plus members. It remains the main publication reaching Michigan dentists and is available worldwide through ADA Commons.
The April 2026 (Volume 108, No. 4) issue of the Journal is published in digital format to provide updates and insights for Michigan's oral health community and MDA members. Print editions occur every other month beginning with January.
This full issue provides a comprehensive overview of the Michigan dental landscape in 2026. Key features include a clinical …
Commentary: If You’Re Unhappy At Work, A Hasty Job Change May Not Help, Nick Chiam
Commentary: If You’Re Unhappy At Work, A Hasty Job Change May Not Help, Nick Chiam
Research Collection Yong Pung How School Of Law
Finding joy at work isn’t about having the perfect job, but seeing work as part of the larger story of a life well lived, says SMU lecturer Nick Chiam.
Exploring The U.S. Public Service Employees’ Experiences With Gamified Cybersecurity Awareness Training, Bisola Adepoju
Exploring The U.S. Public Service Employees’ Experiences With Gamified Cybersecurity Awareness Training, Bisola Adepoju
Human Resource Development Theses and Dissertations
The purpose of this qualitative study was to explore the U.S. public service employees' experiences with gamified cybersecurity awareness training. The primary research question guiding this inquiry was: How do U.S. public service employees make sense of their lived experiences with gamified cybersecurity awareness training? Two secondary questions examined what aspects of the training employees perceive as meaningful or disengaging, and how they interpret their motivation, engagement, and cybersecurity awareness during training. I chose an interpretive qualitative research design grounded in a constructivist paradigm and purposefully selected 11 U.S. public service employees who had participated in gamified cybersecurity awareness training. …
Impending-Exit Period And Employee Performance: Rethinking Human Capital Disruption, Yea Hee Ko, Charlie O. Trevor
Impending-Exit Period And Employee Performance: Rethinking Human Capital Disruption, Yea Hee Ko, Charlie O. Trevor
Research Collection Lee Kong Chian School Of Business
The well-established disruptive effects of employee turnover on firms have typically been attributed to post-exit dynamics, such as losses of human and social capital. Little is known, however, about leavers’ pre-exit job performance, which, if declining in sufficient magnitude as separation nears, may drive some of this disruption. Drawing on career concerns research, we argue that impending exit weakens incentives to improve future career prospects at the firm, thereby resulting in reduced performance. Our analysis reveals strikingly large negative relationships, as job performance during the impending-exit period declines by 53.9% and 79.8% across two performance measures. Additionally, we predict and …
A Place To Perform: Designing Spaces For Student Artists Through Event Planning, Ava R. Jacobsen
A Place To Perform: Designing Spaces For Student Artists Through Event Planning, Ava R. Jacobsen
Honors Program: Senior Projects (Public)
This thesis examines the creation of accessible performance spaces for student artists not enrolled in formal music programs. To address this gap, two First Friday events were hosted at The Gathering Grove in Lincoln, Nebraska, providing platforms for local student performers and engaging the community in live art experiences. The first event, an open mic night, highlighted the challenges of spontaneous performances, while the second, featuring designated performers, tested more structured event planning strategies.
Both events emphasized the importance of marketing, venue layout, audience engagement, and operational organization. Key lessons included the need for contingency planning, multi-channel promotion, and clearly …
Supervisor Behaviors And Perceived Organizational Impact Of Telework: A Work Disruption Perspective, Tsuyoshi Ohira, Masaki Hosomi
Supervisor Behaviors And Perceived Organizational Impact Of Telework: A Work Disruption Perspective, Tsuyoshi Ohira, Masaki Hosomi
Japanese Society and Culture
As telework (e.g., working from home) has become widespread, understanding its organizational impact from managers’ perspectives and identifying supervisor behaviors that influence this impact are critical. Drawing on work disruption theory, we examined the relationships between four supervisor behaviors in the Health and Safety Executive (HSE) management competencies—respectful and responsible (RR), managing and communicating work (MCW), reasoning and managing difficult situations (RDS), and managing the individual within the team (MIT)—and the perceived organizational impact of telework. We also tested whether telework rate and intensity moderated these relationships. Survey data were collected from 239 supervisors at two time points. Results showed …
Comparative Study On Ai Talent Cultivation In China And The United States: Strategies And Recommendations, Lexuan Li, Ke Wen, Wenjie Liu, Wei Shen, Zhenguo Li
Comparative Study On Ai Talent Cultivation In China And The United States: Strategies And Recommendations, Lexuan Li, Ke Wen, Wenjie Liu, Wei Shen, Zhenguo Li
Bulletin of Chinese Academy of Sciences (Chinese Version)
Artificial intelligence (AI), as the core driving force of the new industrial revolution, has become a strategic pillar for enhancing national competitiveness, with the cultivation of AI talent being a decisive factor. This study systematically compares the AI talent cultivation systems of China and the United States from three perspectives: strategic planning, formal education, and practical domains. The findings reveal that the U.S. has continuously and systematically advanced AI talent cultivation plans at the national level, granted institutions substantial autonomy in talent cultivation with deep integration of industry-academia-research collaboration, and established a well-developed AI innovation and entrepreneurship environment. Accordingly, the …
Review Of Manufacturing Employees’ Experiences Of An Inclusive Workplace And Career Advancement, Abdi Mahad
Review Of Manufacturing Employees’ Experiences Of An Inclusive Workplace And Career Advancement, Abdi Mahad
The Journal of Social Encounters
No abstract provided.
Phishing Susceptibility Among Healthcare Workers: A Multiyear Study, Darin Challacombe, Elizabeth Mcelhiney
Phishing Susceptibility Among Healthcare Workers: A Multiyear Study, Darin Challacombe, Elizabeth Mcelhiney
SACAD: Scholarly Activities
Understanding and improving phishing awareness is an important aspect of ensuring patient health information (PHI) is protected. Many health organizations require associates to complete annual training and supplement that training with simulated phishing email campaigns.
This poster will provide the results of a multiyear group of four studies in which health information (HI) professionals were provided various types of training and then tested on their susceptibility to simulated phishing emails. This will supplement the research on the viability of this method. And, this will present the findings by using real HI professionals (vs. college students).
We will provide a summary …
Not All Ei Dimensions Are Created Equal: Differential Effects Of Perceived Leader Emotional Intelligence On Lmx Quality And Employee Engagement, Michael Frommack
Not All Ei Dimensions Are Created Equal: Differential Effects Of Perceived Leader Emotional Intelligence On Lmx Quality And Employee Engagement, Michael Frommack
Doctoral Dissertations and Projects
This quantitative study examined the pathways through which employees’ perceptions of their leaders’ emotional intelligence influenced employee engagement, with leader-member exchange (LMX) quality as a mediating mechanism. Using structural equation modeling with data from 368 full-time employees, the study investigated whether the four dimensions of leader emotional intelligence differentially predicted the three dimensions of employee engagement. Results demonstrated that leader EQ strongly predicted LMX quality (β = .80, p < .001, R² = .64), and that leader emotional intelligence and LMX quality significantly predicted employee engagement in bivariate analyses (β = .43, p < .001, R² = .19; β = .47, p < .001, R² = .22, respectively). However, LMX quality completely mediated this relationship. The indirect effect was significant (β = .26, p = .002), while the direct effect was nonsignificant after accounting for LMX (β = .17, p = .108), indicating full mediation. No dimension-specific pathways emerged after controlling for relationship quality. Supplementary analyses revealed that others’ emotion appraisal (OEA) demonstrated almost twice the predictive strength of the other emotional intelligence dimensions for predicting LMX quality (β = .45, p < .001). These findings provide empirical support for Social Exchange Theory and demonstrate that leader emotional intelligence is statistically accounted for by relationship quality mechanisms. Practical implications suggest that organizations should prioritize relationship building competencies in leadership development and selection. Theoretical implications challenge assumptions about dimensional equivalence in emotional intelligence frameworks and establish LMX quality as the complete mediator for leadership influence on employee engagement.
Human Resources Changed In The Automotive Manufacturing Company During The Covid-19 Pandemic Era, Jessica Letese Karim
Human Resources Changed In The Automotive Manufacturing Company During The Covid-19 Pandemic Era, Jessica Letese Karim
Doctoral Dissertations and Projects
The COVID-19 pandemic caused significant upheaval across global industries, particularly impacting the automotive sector. I investigated the evolution of human resources (HR) practices within an automotive manufacturing firm located in Grand Rapids, Michigan, during the pandemic. I delved into crucial shifts in workforce management, such as the swift transition to remote work, heightened emphasis on employee health and safety, and the adaptation of hiring, recruitment, and training methods. The analysis underscores how HR department employees and leaders transformed to maintain business continuity while prioritizing employee welfare and operational effectiveness. Using a semistructured interview method, I gathered insights from 17 volunteer …
The Future Of Human Resources: Opportunities And Challenges Of Ai Integration, Julianna Cutcher
The Future Of Human Resources: Opportunities And Challenges Of Ai Integration, Julianna Cutcher
The Downtown Review: An Interdisciplinary Journal Written and Peer-Reviewed by Mandel Honors College Students at Cleveland State University
Artificial intelligence (AI) has rapidly evolved, revolutionizing technological operations and reshaping business processes for greater speed and efficiency. In human resources (HR), AI offers transformative potential across key functions such as recruitment, compensation, employee management, and decision-making. It can enhance employee experience, engagement, and satisfaction while improving accuracy, saving time, and reducing costs. Despite these benefits, integrating AI into HR presents challenges, including privacy concerns, algorithmic bias, ethical dilemmas, limited technical capabilities, and resistance to change. Addressing these barriers requires a human-centric approach that thoughtfully incorporates AI into HR practices, ensuring ethical use and fostering trust among stakeholders.
Workplace Diversity In A Diverse World: Why Inclusion And Ethics Matter, Julianna Cutcher
Workplace Diversity In A Diverse World: Why Inclusion And Ethics Matter, Julianna Cutcher
The Downtown Review: An Interdisciplinary Journal Written and Peer-Reviewed by Mandel Honors College Students at Cleveland State University
As global populations grow and evolve, diversity becomes an increasingly prominent and complex characteristic of society and the workplace. Diversity encompasses the vast array of individual differences and similarities among people, affecting how organizations operate and interact. In the United States, the diversity index rose to 61.1% in 2020, reflecting a significant demographic shift. However, promoting diversity alone is insufficient; effective management also requires attention to equity and inclusion. Organizations must foster ethical workplace cultures that support diverse perspectives through comprehensive training, employee development, and inclusive policies. By embracing a holistic approach to diversity, equity, and inclusion (DEI), businesses can …
The Hidden Cost Of Performative Culture In Learning Organizations Introduction, Coby Dillard
The Hidden Cost Of Performative Culture In Learning Organizations Introduction, Coby Dillard
Human Resource Development Student Publications and Presentations
Purpose
The aim of this article is to present a viewpoint that performative culture disrupts organizational learning by eroding alignment between espoused values, system design, and lived experience. Design/methodology/approach
This article adopts a conceptual and practitioner-oriented approach, drawing on foundational theories of organizational culture and learning to examine how misalignment between values and systems shapes organizational behavior. The discussion integrates insights from organizational culture and learning frameworks to reinterpret performative culture as a system design issue. Findings
The article identifies that performative culture undermines organizational learning in three key ways: by eroding trust through inconsistent signals, fragmenting systems and reducing …
Algorithm-Based Pay-For-Performance (Apfp) Systems: Paradoxes In Artificial Intelligence's Influence On Pay-For-Performance Theories, Anthony Nyberg, Dhuha Abdulsalam, Ormonde Cragun, Vijayesvaran Arumugam
Algorithm-Based Pay-For-Performance (Apfp) Systems: Paradoxes In Artificial Intelligence's Influence On Pay-For-Performance Theories, Anthony Nyberg, Dhuha Abdulsalam, Ormonde Cragun, Vijayesvaran Arumugam
Faculty Publications
Although artificial intelligence (AI) and generative AI (GenAI) are increasingly used to assess and reward employees, their implications for foundational pay-for-performance (PFP) theories remain underexplored. Traditional PFP systems are effective in an era of static evaluations and infrequent feedback, but they lack the intelligence and flexibility needed for today's dynamic work environments. In response, we introduce algorithm-based PFP (APFP) systems—PFP systems that leverage AI and GenAI to enable real-time adaptability, predictive capabilities, customization, automated algorithmic recommending, and measurement sophistication. We then use the APFP framework to assess its implications for three foundational PFP theories (equity theory, expectancy theory, and tournament …