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Articles 511 - 540 of 5609
Full-Text Articles in Organizational Behavior and Theory
A Regulatory Focus Theory Perspective On The Dynamics Between Action And Power, Shereen Fatimah, Hun Whee Lee, Lance D.. Ferris, Henry R. Young
A Regulatory Focus Theory Perspective On The Dynamics Between Action And Power, Shereen Fatimah, Hun Whee Lee, Lance D.. Ferris, Henry R. Young
Research Collection Lee Kong Chian School Of Business
Building on the strong consensus that the experience of power motivates individuals to take action, prior research postulates a positively reinforcing cycle wherein taking action leads to power, which in turn leads to subsequent actions. Applying regulatory focus theory, we differentiate between promotion-oriented and prevention-oriented actions to develop a within-person theory of when and why promotion-oriented and prevention-oriented actions should relate to power, and vice-versa. Across two studies, we find that when employees engaged in promotive voice behaviors, they were more likely to experience a sense of power; this effect was amplified for employees with trait promotion focus. When employees …
Does Voice Endorsement By Supervisors Enhance Or Constrain Voicer's Personal Initiative? Countervailing Effects Via Feeling Pride And Feeling Envied, Mingyun Huai, Xueqi Wen, Zihan Liu, Xingyu Wang, Wen-Dong Li, Mo Wang
Does Voice Endorsement By Supervisors Enhance Or Constrain Voicer's Personal Initiative? Countervailing Effects Via Feeling Pride And Feeling Envied, Mingyun Huai, Xueqi Wen, Zihan Liu, Xingyu Wang, Wen-Dong Li, Mo Wang
Research Collection Lee Kong Chian School Of Business
While the previous research has examined antecedents of supervisors’ voice endorsement, it has generally overlooked its effects on voicers’ affective and behavioral reactions, probably because of the underlying assumption that supervisors’ voice endorsement is inherently beneficial and likely to encourage more proactive behaviors in the future. In this research, we offer a theoretical model of the double-edged effects of supervisors’ voice endorsement on voicers’ subsequent personal initiative. Drawing on cognitive appraisal theory and related research, we proposed that supervisors’ voice endorsement prompts two different cognitive appraisal processes in voicers that evoke two distinct emotional experiences—feeling pride and feeling envied—with countervailing …
Oer Textbook Review For Organizational Behavior - (1) Organizational Behavior, Libretexts - (2) Organizational Behavior, Openstax, Amanda C. Sargent Ph.D.
Oer Textbook Review For Organizational Behavior - (1) Organizational Behavior, Libretexts - (2) Organizational Behavior, Openstax, Amanda C. Sargent Ph.D.
Open Educational Resources Publications
Dr. Amanda C. Sargent, Assistant Professor of Management at Bentley University, reviews the OpenStax textbook “Organizational Behavior” as well as “Organizational Behavior” on Libretexts. While both open-source texts cover a wide range of organizational behavior topics, Sargent concluded that the information in OpenStax’s “Organizational Behavior” was outdated and difficult to read in some sections. At the same time, Sargent notes that while Libretexts’ “Organizational Behavior” had some outdated references, it was a more suitable textbook selection for an introduction to Organizational Behavior.
Investigating Servant Leadership Measurement: A Mixed-Methods Study Integrating Content Analysis And Meta-Analysis, Kai Torsten Schramm
Investigating Servant Leadership Measurement: A Mixed-Methods Study Integrating Content Analysis And Meta-Analysis, Kai Torsten Schramm
Electronic Theses and Dissertations
This study aimed to understand the similarities and differences among servant leadership measures and the variations in their effect sizes on job performance and job satisfaction. This paper explores how the items in servant leadership measures portrayed the servant leadership construct and how these relate to the outcomes. The researcher used an exploratory sequential mixed methods design. Which involved a qualitative content analysis of the measurement items and a meta-analysis of outcomes, considering the findings from the content analysis. Six key categories determined the three main themes: selfless generosity, inspiring influence, adaptive humility, integrity, empowering, and harmonious engagement. The three …
Leadership Coaching In The Fourth Industrial Revolution, Ray Forbes
Leadership Coaching In The Fourth Industrial Revolution, Ray Forbes
All Faculty and Staff Scholarship
Today’s world of extraordinary change follows a long history of technology-driven industrial revolutions. Author Alvin Toffler eloquently identified, categorized, and named the first three of them: Agricultural, Industrial, and Informational. Likening these revolutions to major waves of change, Toffler also described their impact on the social, political, economic and environmental ethos of the times in which they occurred. Recently, a number of knowledgeable commentators have suggested that we are now on the cusp of a fourth industrial wave. This large-scale transformational groundswell is being propelled by a dramatic acceleration in the rate of change itself. It is characterized by major …
Markets Gone Hybrid: Institutional Complexity And Work Toward Market Hybridization, Leandro Bonfim, Andréa P. Segatto
Markets Gone Hybrid: Institutional Complexity And Work Toward Market Hybridization, Leandro Bonfim, Andréa P. Segatto
Faculty Journal Articles
Objective: the goal of this article is to theorize how institutional complexity and work can lead to the hybridization of markets. Methods: we draw upon a critical and reflexive analysis of institutional complexity and work, as well as the literature on the sociology of markets, to deductively develop a theory of market hybridization. Results: we theorize that hybrid markets arise when institutional work to define the formal and informal rules and norms underlying economic and social transactions (regulation), the infrastructure and resource allocation (allocation), the actors allowed to participate in market exchanges, the roles performed by them (classification), and the …
A Business Model For Communication Design Enterprises (Paper), Con Kennedy
A Business Model For Communication Design Enterprises (Paper), Con Kennedy
Academic Articles
Several international reports and studies indicate that the Communication Design sector has a skill deficit in entrepreneurship and business management, and a greater understanding of these topics is needed. Some authors advocate applying existing business models for design enterprises. However, the skill deficit prevails. It is worth noting that these reports discuss the entrepreneurship deficit in general terms without an explanation of the causes of this deficit or how to remedy the issue. Therefore, this paper explores the development of a Business Model specific for Design Entrepreneurs for deployment in Communication Design enterprises. A theoretical framework for a specific business …
Syllabus: Workplace Motivation, Alice M. Brawley Newlin
Syllabus: Workplace Motivation, Alice M. Brawley Newlin
Open Syllabus Collection
This syllabus is for an upper-level undergraduate class in workplace motivation that utilizes a combination of open, free, and library-licensed material. The course is designed to provide students with a “toolbox” of work motivation theories to critically select from and use well. This open syllabus also includes an annotated reading list with stable links to materials and availability notes.
Corporate Crisis Management: A Contemporary Best Practices Template, Vivek Narayan
Corporate Crisis Management: A Contemporary Best Practices Template, Vivek Narayan
Finance Undergraduate Honors Theses
This paper seeks to re-envision the crisis management framework used by organizations in their day-to-day activities. In the modern world, with exponential technological advancements, the social media age, and the 24/7 news cycle, crises have worsened in severity. Despite this, most literature on the subject is more than a decade old.
Incorporating past literature, this thesis demonstrates that society is in an “era of crises,” then defines and discusses the types and origins of these crises. It compares the topics of issues and crisis management before commentating on corporate and academic literature and ultimately previous 3-stage models for crisis management. …
My Manager Endorsed My Coworkers’ Voice: Understanding Observers’ Positive And Negative Reactions To Managerial Endorsement Of Coworker Voice., Emily Poulton, Szu-Han Joanna Lin, Shereen Fatimah, Cony Ho, Lance Ferris, Russell Johnson
My Manager Endorsed My Coworkers’ Voice: Understanding Observers’ Positive And Negative Reactions To Managerial Endorsement Of Coworker Voice., Emily Poulton, Szu-Han Joanna Lin, Shereen Fatimah, Cony Ho, Lance Ferris, Russell Johnson
Research Collection Lee Kong Chian School Of Business
Research on managerial voice endorsement has primarily focused on the processes and conditions through which voicers receive their managers’ endorsement. We shift this focus away from the voicers, focusing instead on the dual reactions that endorsement generates for observing employees. Drawing from an approach-avoidance framework, we propose that managerial endorsement of coworker voice could be perceived as a positive and negative stimulus for observers, prompting them to approach opportunities and avoid threats, respectively. Results from a pre-registered experiment and a multi-wave, multi-source field study revealed that managerial endorsement of coworker voice was positively related to observers’ voice instrumentality, thus prompting …
Establishing The Importance Of Co-Creation And Self-Efficacy In Creative Collaboration With Artificial Intelligence, Jack Mcguire, David De Cremer, Tim Van De Cruys
Establishing The Importance Of Co-Creation And Self-Efficacy In Creative Collaboration With Artificial Intelligence, Jack Mcguire, David De Cremer, Tim Van De Cruys
Research Collection Lee Kong Chian School Of Business
The emergence of generative AI technologies has led to an increasing number of people collaborating with AI to produce creative works. Across two experimental studies, in which we carefully designed and programmed state-of-the-art human–AI interfaces, we examine how the design of generative AI systems influences human creativity (poetry writing). First, we find that people were most creative when writing a poem on their own, compared to first receiving a poem generated by an AI system and using sophisticated tools to edit it (Study 1). Following this, we demonstrate that this creativity deficit dissipates when people co-create with—not edit—AI and establish …
Predicting Personality Or Prejudice? Facial Inference In The Age Of Artificial Intelligence, Shilpa Madan, Gayoung Park
Predicting Personality Or Prejudice? Facial Inference In The Age Of Artificial Intelligence, Shilpa Madan, Gayoung Park
Research Collection Lee Kong Chian School Of Business
Facial inference, a cornerstone of person perception, has traditionally been studied through human judgments about personality traits and abilities based on people's faces. Recent advances in artificial intelligence (AI) have introduced new dimensions to this field, employing machine learning algorithms to reveal people's character, capabilities, and social outcomes based just on their faces. This review examines recent research on human and AI-based facial inference across psychology, business, computer science, legal, and policy studies to highlight the need for scientific consensus on whether or not people's faces can reveal their inner traits, and urges researchers to address the critical concerns …
Shame, Guilt, And Behavioral Responses To Conflict In Organizational Life: A Correlational Study, Lori Anne Shaw
Shame, Guilt, And Behavioral Responses To Conflict In Organizational Life: A Correlational Study, Lori Anne Shaw
Electronic Theses and Dissertations
This study investigated the relationship between self-conscious emotions, namely shame and guilt, and constructive and destructive behavioral responses to conflict among working adults in the United States. Researchers have underscored the importance of task-focused conflict and adaptive leadership in fostering positive conflict outcomes. However, the connection between shame and guilt and behavioral responses has yet to be explored. Drawing upon the Conflict Dynamics Profile and the Test of Self-Conscious Affect-3, this correlational study examined the associations between shame and guilt and 15 distinct behavioral responses to conflict among a sample of 203 participants, mostly women employed full-time. The cross-sectional survey …
Market-Based Conservation Preference In The Forest Conservation Business, Rizaldy Yudhista Yudhista, Mahawan Karuniasa, Raldi Hendro Koestoer
Market-Based Conservation Preference In The Forest Conservation Business, Rizaldy Yudhista Yudhista, Mahawan Karuniasa, Raldi Hendro Koestoer
Journal of Environmental Science and Sustainable Development
Earth is on the verge of rising temperatures above 1.5˚ Celsius. Passing the limit of 1.5˚ Celsius is a significant risk in living on earth as it will increase the risks of natural disasters such as drought, flood, and storm. With forests capable of absorbing greenhouse gas (GHG) emissions, the need for forest conservation areas is increasing to keep the earth's temperature below 1.5˚ Celsius. The increase in demand is facing hurdles from its financial sustainability, as well as the stakeholder's paradigm, which is still seen as a forest from a direct economic perspective. Market-based initiatives (MBI) are a concept …
A Series Of Accounting Case Studies: Macy's Inc. And Other Notable Financial Events, Emelyn Darnell
A Series Of Accounting Case Studies: Macy's Inc. And Other Notable Financial Events, Emelyn Darnell
Honors Theses
This thesis is a compilation of six case studies focusing on financial accounting and analysis of current events in the accounting world. These were completed under the direction and supervision of Dr. Victoria Dickinson through the Honors Accountancy 420 course. Four case studies included in this compilation are analyses of Macy’s Inc. through different accounting lenses. The case studies analyzing Macy’s Inc. were done in groups in the fall semester of 2022. Our group prepared an Operational Risk Assessment, analyzed Macy’s audit risk, and comprised possible solutions to decrease risk. We also discussed Macy’s current ESG and cybersecurity procedures and …
Ethical Leadership And Moral Foundations Congruence, Sarah Willey
Ethical Leadership And Moral Foundations Congruence, Sarah Willey
Dissertations
Research has examined follower perceptions of ethical leadership, but rarely accounts for the (mis)alignment between a follower’s sense of ethics and morality and that of a leader. This research examined the effects of a leader’s expression of each of the five Moral Foundations dimensions on ethical leadership perceptions, moderated by the respondent’s preferences for each of these foundations. To address this question, a policy capturing design was used to manipulate leaders’ high and low levels of each of the five foundations. The results of multilevel analyses indicate that at least for some dimensions of Moral Foundations, a follower’s evaluation of …
Remote Work: How Leaders Impact Employee Wellbeing, Russ Carfagno, Jonas Strömbäck, Cheryl Joyner, Gilbert Franco
Remote Work: How Leaders Impact Employee Wellbeing, Russ Carfagno, Jonas Strömbäck, Cheryl Joyner, Gilbert Franco
The Journal of Values-Based Leadership
Leaders face many challenges in motivating team members including maintaining remote workers' sense of organizational inclusion. Remote work and flexible working arrangements (FWA) have increased the complexity. Flexible working arrangements (FWA) provide value to employees and may help with work-life balance yet FWA can create employee loneliness and contribute to higher turnover. This quantitative study looked at whether leadership behavior affected remote workers’ loneliness, and the intention to quit. An online survey was conducted through LinkedIn sampling 92 adults who worked remotely at least 20 hours per week in the United States. The study found that the leader-member relationship does …
Exploring Recognition, Rewards, And The Multi-Generational Workforce During The Covid-19 Pandemic, Sara J. Hollenbeck
Exploring Recognition, Rewards, And The Multi-Generational Workforce During The Covid-19 Pandemic, Sara J. Hollenbeck
Doctor of Education Program Dissertations
This study sheds light on the importance of rewards and recognition programs in improving employee engagement and highlights the need for organizations to rethink their rewards and recognition strategies to better meet the needs of multi-generational employees. One problem found in organizations was that many current multi-generational employees had low engagement due, in part, to outdated rewards and recognition programs (Agarwal et al., 2018; North, 2017; O.C. Tanner Institute, 2021). There was a gap in research regarding multi-generational employees in multiple professions and their perceptions of rewards and recognition and how those monetary and non-monetary rewards could affect their engagement …
Digital Transformation And Wise Leadership: Challenges And Opportunities Evidence From Government Institutions In Uae, Mohammad Al Qudah
Digital Transformation And Wise Leadership: Challenges And Opportunities Evidence From Government Institutions In Uae, Mohammad Al Qudah
Journal of Police and Legal Sciences
Purpose: the current study aimed at highlighting challenges and opportunities associated with digital transformation (DT) and the influence of these challenges and opportunities in wise leadership. Aspects taken into perspective included (decision-making, communication and collaboration, innovation, employee empowerment and ethical considerations).
Methodology: the study adopted the quantitative methodology through utilizing a questionnaire. The questionnaire was self-administered by (223) individuals from UAE governmental institutions. Statistical package for social sciences (SPSS) was employed in order to answer the study main questions and realize the hypotheses.
Results: Study indicated that adopting DT through the UAE governmental institutions is basically exposed to many challenges …
Adherence To Governance Patterns: How Institutional Work And Knowledge Dissemination Influence The Institutionalization Of Brazilian Industrial Clusters?, Mácio Jacometti, Sandro A. Gonçalves, Leandro Bonfim, Luiz C. Oliveira
Adherence To Governance Patterns: How Institutional Work And Knowledge Dissemination Influence The Institutionalization Of Brazilian Industrial Clusters?, Mácio Jacometti, Sandro A. Gonçalves, Leandro Bonfim, Luiz C. Oliveira
Faculty Journal Articles
Purpose – This article examines how the institutional work of inducing agents and the dissemination of knowledge among induced immersed actors have influenced adherence to governance standards in Brazilian industrial clusters.
Theoretical framework – We use institutional theory to frame the relationships between embedded firms through regulatory, normative, and cultural-cognitive pillars and the view of field-level agents engaged in institutional work, who share knowledge to induce adherence to governance standards.
Design/methodology/approach – We adopted a mixed methods research design, examining 96 companies in three Brazilian industrial clusters. We used WABA analysis to test our model within and between clusters using …
Work-Life Balance Fantasy Logics Of Mothers Working In Community Colleges: A Glitch Methodology Using Intimate Inquiry And Aesthetic Mediation, Emily Hanson Moore
Work-Life Balance Fantasy Logics Of Mothers Working In Community Colleges: A Glitch Methodology Using Intimate Inquiry And Aesthetic Mediation, Emily Hanson Moore
Educational Leadership & Workforce Development Theses & Dissertations
This post-qualitative study explores work-life balance as a sustaining fantasy produced by neoliberal, patriarchal, productivity-driven systems and how this fantasy manifests affectively for mothers who work in community colleges. The study began by contextualizing the work-life balance fantasy within higher education as a gendered workscape. Using intimate inquiry (Laura, 2013) and aesthetic meditation as the primary approaches, the researcher engaged in conversations with participants about their experiences mothering and working in community colleges. The primary data sources were these conversations, participant artifacts, researcher self-reflection and artifacts, and a range of contemporary cultural texts including podcasts, poetry, television, social media posts …
A Study Of Learnability In Software As Perceived By Practitioners In User Experience And Learning Design Professions, Courtney N. Miller
A Study Of Learnability In Software As Perceived By Practitioners In User Experience And Learning Design Professions, Courtney N. Miller
STEMPS Theses & Dissertations
In the technology space, there are many factors that contribute to the marketability of software, including pricing and overall usefulness of the product (Jayathilaka, 2021). Many factors contribute to how usable a software is, including satisfaction, error prevention, memorability, efficiency, and learnability (Nielsen, 1994b). Learnability is one factor that may be affected or addressed by both user experience (UX) and learning design (LD) professional groups. While both fields address learnability, very few studies have been conducted to look at the UX interpretation of learnability as it relates to the LD interpretation (Elliott et al., 2002; Li et al., 2023). This …
Examining A Regulatory Flexibility Framework Of Psychological Distress: Integrating Distress Tolerance, Emotion Differentiation, And Emotion Regulation Flexibility, Germaine Yue Qi Tng
Examining A Regulatory Flexibility Framework Of Psychological Distress: Integrating Distress Tolerance, Emotion Differentiation, And Emotion Regulation Flexibility, Germaine Yue Qi Tng
Dissertations and Theses Collection (Open Access)
Several theoretical accounts identify emotion regulation (ER) difficulties, including poor abilities to withstand or distinguish negative emotions, as a transdiagnostic risk factor for symptoms of psychological distress. Considering this, nascent evidence hints that ER flexibility may be a mediating mechanism that explains the relationship between specific ER abilities (i.e., distress tolerance, negative emotion differentiation) and distress symptoms. Across time-lagged (Study 1) and three-wave longitudinal (Study 2) investigations of college-aged adults, a regulatory flexibility framework of distress was examined in which ER flexibility mediates the respective pathways from distress tolerance and negative emotion differentiation to psychological distress symptoms. Furthermore, we explored …
Reeling In The Slack: An Integrative Review To Reinstate Slack As A Central Theoretical Construct For Management Research, Matthew P. Mount, Gokhan Ertug, Korcan Kavusan, Gerard George, Tengjian Zou
Reeling In The Slack: An Integrative Review To Reinstate Slack As A Central Theoretical Construct For Management Research, Matthew P. Mount, Gokhan Ertug, Korcan Kavusan, Gerard George, Tengjian Zou
Research Collection Lee Kong Chian School Of Business
Slack is a prominent construct in management research, shown to be relevant for a wide range of phenomena. Yet, despite slack’s prominence and breadth of application, our review reveals a lack of clarity and consistency in the categorization, theorizing, and measurement of various types and forms of slack. This has led to differences in the characterization and treatment of seemingly identical kinds of slack, which prevents the full exploitation of the conceptual depth of the slack construct and thus the creation of robust knowledge about slack resources. Based on a review of 229 studies which explicitly theorized about slack, we …
The Relationship Between Academic Crafting, Work-School Facilitation And Academic Engagement: A Mediated Model, Gökhan Kerse, Umut Çil
The Relationship Between Academic Crafting, Work-School Facilitation And Academic Engagement: A Mediated Model, Gökhan Kerse, Umut Çil
Makara Human Behavior Studies in Asia
This research examines the relationship between academic crafting, work-school facilitation and academic engagement in higher education. Based on the Job Demands-Resources (JD-R) Model, the research sought to determine how students' alignment of academic activities with personal preferences and interests (academic crafting) affects academic engagement and whether work-school facilitation mediates this effect. The research therefore emphasized the delicate balance that students strike between their work obligations and their scholarly activities. Our research hypotheses focused on understanding how academic crafting directly and indirectly affects student engagement. The research data were obtained from a sample of students enrolled in postgraduate programs and actively …
Organizational Challenges: The Impact Of Role Clarity On Burnout In A Technology Division, Jessica Arriaza
Organizational Challenges: The Impact Of Role Clarity On Burnout In A Technology Division, Jessica Arriaza
The Scholarship Without Borders Journal
Organizations grapple with significant challenges such as burnout, turnover, and low job satisfaction. Studies indicate that emotional exhaustion, influenced by job demands and available resources, significantly impacts job performance positively or negatively. This quantitative study uses secondary data from the Work, Family, and Health Study to investigate the relationship between role clarity and burnout within Tomo, the technology division of a Fortune 500 company in the United States. The findings reveal a significant inverse correlation between role clarity and burnout, with participants reporting "Never" experiencing burnout more likely to have well-defined roles. Supported by chi-square and linear regression analyses, these …
Mitigating Workplace Burnout Through Transformational Leadership And Employee Participation In Recovery Experiences, John Pladdys
Mitigating Workplace Burnout Through Transformational Leadership And Employee Participation In Recovery Experiences, John Pladdys
HCA Healthcare Journal of Medicine
Burnout is a complex organizational phenomenon that diminishes employee well-being and overall organizational productivity. Researchers propose that leadership style contributes to employees’ well-being, which impacts employee productivity. Organizations and leaders must address the causes of burnout and promote techniques employees can use to mitigate burnout, such as employee participation in recovery experiences. Recovery experiences are non-work activities that create positive outlooks and restore the energy needed to focus on one’s work.
This literature review examines current research in employee recovery experiences, conservation of resource theory (COR), burnout, and transformational leadership theory. Studying burnout through the lens of COR shows how …
Embracing Change With Power And Love: Shifting Organizational Paradigms Leveraging Systems Thinking, Brandi R. Muñoz
Embracing Change With Power And Love: Shifting Organizational Paradigms Leveraging Systems Thinking, Brandi R. Muñoz
Tapestry: Journal of Research in Education
This article delves into the complexities of organizational change, emphasizing the critical roles of power and love in facilitating successful transitions. It distinguishes between the generative and degenerative effects of power and love within organizational contexts and underscores the importance of balancing these elements to foster collaboration, innovation, and sustainable change. Furthermore, the principles of systems thinking are highlighted, advocating for a holistic approach to understanding and analyzing organizational systems. The interconnectedness of system components and the necessity of feedback loops for informed decision-making and strategic planning are examined. Additionally, the article discusses the detrimental impact of overconfidence bias on …
Personal Reflections From A Grassroots Peacebuilding Journey, Mark Clark
Personal Reflections From A Grassroots Peacebuilding Journey, Mark Clark
New England Journal of Public Policy
This article presents the author’s personal reflections from experiences over the past thirty years, working at the intersection of leadership development, complexity, and conflict: a journey from corporate law, the British Army, and armed conflict, through the British Foreign & Commonwealth Office and the US-led coalition’s intervention in Iraq, emergency humanitarian response in the Democratic Republic of the Congo, and violence reduction and post-conflict reconciliation in Papua New Guinea, to a Jordan-based international peacebuilding organization that supports grassroots peacebuilding efforts in fifty-two countries, and finally a return home to Scotland. It is a journey of naïveté, hubris, curiosity, and an …
Enhancing Stakeholder Engagement In Project Management Through Ai-Driven Predictive Modeling, Raza Hasan
Enhancing Stakeholder Engagement In Project Management Through Ai-Driven Predictive Modeling, Raza Hasan
Harrisburg University Dissertations and Theses
The ongoing difficulty in project management in achieving desired outcomes is frequently linked to the "value gap" that appears between program installation and execution, where stakeholders find it difficult to adjust actions to achieve desired outcomes. Adaptable tactics are required to overcome the challenges posed by a various of interests, decision-making procedures, and resource limitations in traditional stakeholder engagement approaches. This study aims to know the key factors that influence the acceptance of AI-driven forecasting in project management processes for stakeholder management, and how these characteristics help to overcome the drawbacks of conventional stakeholder engagement approaches. The paper investigates the …