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Full-Text Articles in Industrial and Organizational Psychology

Mission Over Bureaucracy: Special Operations Command’S Warrior-Driven Model For Defense Innovation, Robert D. Seader Sep 2026

Mission Over Bureaucracy: Special Operations Command’S Warrior-Driven Model For Defense Innovation, Robert D. Seader

Joint Force Quarterly

In an era of accelerating technological change, military organizations must rapidly develop and field new capabilities to maintain battlefield superiority. Traditional defense acquisition processes, optimized for peacetime oversight and risk avoidance, now take four times longer than in the 1950s, threatening to undermine military effectiveness against rapidly modernizing adversaries. This paper examines how the United States Special Operations Command (USSOCOM) has pioneered a fundamentally different acquisition approach that delivers new capabilities in months rather than the decades typical of conventional programs.

Through extensive interviews with senior acquisition leaders, this analysis identifies three core elements of USSOCOM’s success: a mission-centric culture …


“When I’M Not Heard, I Feel Like I Don’T Matter”: Advancing Equity In Disability Policy Through Critical Participatory Action Research With People With Intellectual Disability, Cris Marchionne Aug 2026

“When I’M Not Heard, I Feel Like I Don’T Matter”: Advancing Equity In Disability Policy Through Critical Participatory Action Research With People With Intellectual Disability, Cris Marchionne

Student Theses

People with intellectual disability deserve a system that offers flexible, timely, and person-centered support — one that is innovative, sustainable, and holistic in enabling them to live fulfilling lives. This qualitative study, grounded in Critical Participatory Action Research (CPAR), examines how people with intellectual disability experience participation in decision-making within New York State's disability service system. By centering lived experience, the study identifies factors that facilitate or hinder participation in decision-making and examines structural, social, and policy-related barriers that limit agency. Through six focus groups and a Photovoice project with self-advocates receiving OPWDD services, participants described systemic barriers that limited …


Balancing Our Capacity To Serve: A Phenomenological Exploration Of Black Women Navigating Personal, Professional, And Community Leadership Roles, Shemeka K. Brathwaite Jun 2026

Balancing Our Capacity To Serve: A Phenomenological Exploration Of Black Women Navigating Personal, Professional, And Community Leadership Roles, Shemeka K. Brathwaite

Student Theses

This phenomenological study explores the lived experiences of Black women community leaders as they navigate a balance between their professional, personal, and community leadership roles. The research design uses the theoretical frameworks of Black Feminist Intersectionality and Role Theory, specifically addressing the cultural burdens imposed by the Strong Black Woman archetype, which adds additional role strain. The study began with a questionnaire completed by 54 Black women community leaders, followed by 20 in-depth, semi-structured interviews selected from this pool. The study’s key findings are illustrated in a Black Women’s Sustainable Community Leadership Framework. Black women community leaders exude high self-efficacy, …


Merger Crisis Role-Play: Organizational Behavior In Action, Jyro B. Triviño Jan 2026

Merger Crisis Role-Play: Organizational Behavior In Action, Jyro B. Triviño

Leadership and Strategy Faculty Publications

To advance professionally, students must be prepared to navigate dynamic and contentious organizational environments by articulating their varied views, protecting their personal and professional intentions, anticipating challenges, and then fostering consensus. This paper addresses a high-stakes, multi-round immersive role-play simulation of a company merger in an undergraduate Organizational Behavior course. Grounded in the core pillars of experiential learning, adaptive leadership, and organizational sensemaking, this classroom exercise places students in a pre-set, realistic post-merger leadership team facing immediate business challenges. Compared to traditional case studies, this method requires students to demonstrate real-time organizational behavior competencies, providing a powerful platform for negotiation …


Per My Last Email: Analyzing Social & Emotional Cues In Digital Workplace Communication, Lauren Hunt Jan 2026

Per My Last Email: Analyzing Social & Emotional Cues In Digital Workplace Communication, Lauren Hunt

Theses, Dissertations and Culminating Projects

As virtual work arrangements expand and email becomes an increasingly central workplace communication tool, the function of virtual communication norms provide valuable insight into workplace email dynamics. This study draws from social information processing theory, expectancy violations theory, and channel expansion theory to model how behavioral and linguistic features associated with virtual communication norms shape email perceptions and downstream conflict. The present research examines key communication features from real workplace email threads. Specifically, I extracted response time, sentiment, and linguistic mimicry (e.g., text length, word use), using Natural Language Processing techniques. Data was collected from 461 participants, resulting in 245 …


Industrial And Organizational Psychology Researchers’ Positive And Negative Experiences With The Peer-Review Process, Alexa Weaver Jan 2026

Industrial And Organizational Psychology Researchers’ Positive And Negative Experiences With The Peer-Review Process, Alexa Weaver

Honors Undergraduate Theses

Peer review plays a critical role in advancing the field of psychology; however, limited empirical research has examined psychologists’ experiences with the peer review process. The present study investigated both positive and negative peer review experiences among industrial and organizational (I/O) psychologists and assessed the prevalence of specific reviewer behaviors. A two-phase survey design was administered via Qualtrics. Study 1 employed open-ended questions to identify recurring themes in researchers’ experiences with peer review. Thematic analysis revealed distinct positive and negative patterns of reviewer behavior, which informed the development of Study 2.

Study 2 quantitatively assessed the prevalence of behaviors associated …


Bilingualsim In The Workplace: How Work Attitudes Influence Burnout And Turnover Intentions, Andrea Del Aguila Jan 2026

Bilingualsim In The Workplace: How Work Attitudes Influence Burnout And Turnover Intentions, Andrea Del Aguila

Honors Undergraduate Theses

Understanding whether language status functions as a risk or protective factor for employee well-being and retention is essential for developing organizational policies that support workers from varied demographic backgrounds. This study examined how work attitudes such as job satisfaction, organizational commitment, and work engagement are seen among bilingual and monolingual workers and how these outcomes relate to employee burnout and turnover intentions. An outside researcher from Talent Metrics Consulting collected data via an online survey utilizing previously validated measures of job satisfaction, organizational commitment, burnout, work engagement, and turnover intentions. Participants were recruited through online advertising and social sampling obtaining …


Journey Through, Cathan B. Tautfest Dec 2025

Journey Through, Cathan B. Tautfest

Graduate Student Portfolios, Professional Papers, and Capstone Projects

Journey Through is the Master's Portfolio for the University of Montana for Author Cathan Tautfest. This paper serves as the capstone graduation requirement for students of the School of Social Work. Over the final semester of the Master's program, this Portfolio was created, reviewed by committee, and defended before its publication. This Portfolio is a culmination of three years and thousands of hours to demonstrate mastery of the ten Social Work competencies, the elements of Social Work Practice, and critically reflect on time spent in the School of Social Work's Master's of Social Work (MSW) program. This Portfolio reflects on …


Comparing Gen Z And Millennials’ Experience In Management Trainee Programs And Their Impact On Employee Retention, Jyro B. Triviño, Josh Aidan T. Cue, Liana Beatriz G. Lu, Margaret Louise E. Mil, Gabrielle Marie P. Tamayo, Elisha Ann G. Tan Nov 2025

Comparing Gen Z And Millennials’ Experience In Management Trainee Programs And Their Impact On Employee Retention, Jyro B. Triviño, Josh Aidan T. Cue, Liana Beatriz G. Lu, Margaret Louise E. Mil, Gabrielle Marie P. Tamayo, Elisha Ann G. Tan

Leadership and Strategy Faculty Publications

Understanding generational differences in engagement with Management Trainee (MT) programs is crucial for talent development, yet comparative studies linking these experiences to employee retention are limited. This study addressed this gap by investigating the distinct motivations and retention drivers of Filipino Gen Z and Millennial graduates from the MT program. Using a qualitative research design, in-depth interviews were conducted with six professionals (three Gen Z and three Millennials) who completed structured MT programs in Philippine-based organizations. The data were analyzed using a comparative thematic analysis framework adapted from Braun and Clark. Findings revealed key distinctions in motivations and retention drivers. …


Conflict Clarity: How To Teach Students To Turn Disputes Into Growth Opportunities, Eileen Paige Petzold-Bradley Nov 2025

Conflict Clarity: How To Teach Students To Turn Disputes Into Growth Opportunities, Eileen Paige Petzold-Bradley

Learning and Educational Center Virtual Teaching and Learning Conference

Conflict is an unavoidable part of learning and working in today’s fast-changing industries. Faculty often observe students struggling with teamwork, communication breakdowns, and emotional self-management during group projects or internships. This session equips educators with practical strategies to help students build durable skills—conflict resolution, emotional intelligence, and self-awareness—that translate directly into professional success.

Drawing on research in conflict management, leadership, and organizational psychology, participants will explore the “Conflict Clarity” framework: a set of teaching tools, reflection prompts, and case scenarios designed for classroom use across disciplines. Faculty will learn how to integrate conflict styles, the CLEAR conversation framework, and role-play …


Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray Nov 2025

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …


Socio-Technical Exchange With Machines: Worker Experiences With Complex Work Technologies, Cameron W. Piercy, Reaia Turner-Leatherman Aug 2025

Socio-Technical Exchange With Machines: Worker Experiences With Complex Work Technologies, Cameron W. Piercy, Reaia Turner-Leatherman

Human-Machine Communication

Machines are now commonplace work partners and Human-Machine Communication (HMC) is part of modern work. Guided by the machine heuristic and Social Exchange Theory (SET) this paper uses interviews with 22 workers to explore the socio-technical relationships between humans and machines at work. Participants worked with complex machines across a wide variety of industries and roles and findings reveal participants see machines as part of the work ecosystem, develop everyday machine heuristics to guide repeated interactions with machines, and that elements of human uniqueness persist in evaluations of humans and machines. Discussion points emphasize situated and developing human-machine interaction scripts, …


Bridging The Gap: Management Vs. Leadership And The Path To Mastering Both, Wesley A. Key May 2025

Bridging The Gap: Management Vs. Leadership And The Path To Mastering Both, Wesley A. Key

Marketing Undergraduate Honors Theses

Management and leadership, though often conflated, represent distinct but complementary skills that are critical for organizational success. This thesis aims to explore the fundamental differences between management and leadership, highlighting how these roles interact and the necessity for individuals to master both to excel in today’s dynamic business environment. Drawing on theoretical frameworks from psychology, organizational behavior, and case studies, this research synthesizes academic literature to address key questions: What core competencies distinguish leaders from managers? How do these competencies align or conflict with one another in real-world settings? And what practical steps can individuals take to develop proficiency in …


Does Ai Help Or Harm? Why And How Ai Use Influences Workplace Outcomes And Employee Well-Being, Haille Trimboli, Reka Lassu Apr 2025

Does Ai Help Or Harm? Why And How Ai Use Influences Workplace Outcomes And Employee Well-Being, Haille Trimboli, Reka Lassu

Education Division Scholarship

Although the recent surge in excitement surrounding artificial intelligence (AI) might suggest it is a new development, AI has been applied in organizations for over forty years (Fanti et al., 2022; Markelius et al., 2024). Indeed, the term "artificial intelligence" itself emerged in the 1950s during a research project at Dartmouth College, where it was used to describe "machines able to simulate human intelligence" (Haenlein & Kaplan, 2019, p. 3). Most recently, in 2022, the landscape of AI use for laypeople greatly changed when OpenAI introduced ChatGPT, a generative AI tool, to the public; ChatGPT is an advanced AI language …


Podcasting Towards Togetherness: Utilizing Podcasts To Improve Departmental Camaraderie And Well-Being, Michael Petrauskis, Colleen Gutman, Rosemarie Fernandez Feb 2025

Podcasting Towards Togetherness: Utilizing Podcasts To Improve Departmental Camaraderie And Well-Being, Michael Petrauskis, Colleen Gutman, Rosemarie Fernandez

Journal of Wellness

Introduction: Physician burnout is on the rise, and this is of particular concern in emergency medicine. Burnout is associated with medical errors, adverse events, poor professionalism, and litigation. A sense of community can build engagement and mitigate workplace stressors on well-being. Emergency physicians may have trouble connecting due to the nature of shift-work and various practice settings. Communication technology, and particularly podcasting, has the potential to help overcome these barriers and positively impact relatedness and well-being.

Approach: We developed an inward-facing podcast, “The ER Break Room” within the Department of Emergency Medicine at the University of Florida. Through the …


The Reasons For The Silence Of First Officers: A Qualitative Study, Seda Ceken, Pinar Unsal Bayrakci Jan 2025

The Reasons For The Silence Of First Officers: A Qualitative Study, Seda Ceken, Pinar Unsal Bayrakci

International Journal of Aviation, Aeronautics, and Aerospace

This study explores the reasons why first officers choose to remain silent in the cockpit or refrain from reporting errors after a flight. Effective communication and error reporting is crucial for flight safety, yet limited research has examined the factors contributing to silence among first officers. To address this gap, semi-structured interviews were conducted with 19 first officers (13 males, 6 females) working in the Turkish aviation sector. Data were collected through online Zoom interviews and analyzed using creative coding techniques in MAXQDA 22. Content analysis revealed 14 themes related to cockpit silence, including the captain’s manner, power distance, lack …


Autonomy Versus Independence: Implications For Resident And Faculty Engagement, Performance, And Well-Being, Adam P. Neufeld, C. Scott Rigby Jun 2024

Autonomy Versus Independence: Implications For Resident And Faculty Engagement, Performance, And Well-Being, Adam P. Neufeld, C. Scott Rigby

HCA Healthcare Journal of Medicine

Research shows that when educational leaders support their learners’ autonomy, it positively impacts both parties. This is particularly important in graduate medical education (GME), given that there is a strong emphasis on resident performance, evaluation, and development. Unfortunately, GME faculty often misunderstand autonomy as the resident’s desire for independence or “freedom,” when in fact it refers to the core psychological need to feel volitional and agentic. The distinction is important because volition is not synonymous with independence, and providing freedom can be at odds with strategies that provide true autonomy support. This, in turn, can contribute to the stress, maladjustment, …


The Effects Of Communication Overaccommodation On Non-Native English-Speaking Employees In The U.S. Workplace, Elizabeth Curtis May 2024

The Effects Of Communication Overaccommodation On Non-Native English-Speaking Employees In The U.S. Workplace, Elizabeth Curtis

Masters Theses & Specialist Projects

Communication overaccommodation (CO) takes the form of baby talk, speech mimicry, and overcommunication, and its effects on recipients have been studied in physician/patient relationships, civilian/police officer relationships, manager/employee relationships, and native and non-native speaker communications. This study focused on CO in non-hierarchical relationships between native English-speaking and non-native English-speaking employees in the U.S. workplace. I investigated the effects of CO on non-native English-speaking co-workers, regarding their feelings of exclusion and satisfaction with their job. I also investigated the potential moderation effect of English proficiency on non-native English-speaking employees’ feelings of being excluded. It was found that the level of English …


Impact Of Emotional Intelligence On Client Satisfaction In Project Management, Mousami Berawala Apr 2024

Impact Of Emotional Intelligence On Client Satisfaction In Project Management, Mousami Berawala

Harrisburg University Dissertations and Theses

This study investigates the correlation between emotional intelligence (EI) and client satisfaction in project management. It is guided by the central research question: Is emotional intelligence linked to client satisfaction? To explore this, the research is structured around Practice of EI on Leadership and Junior level and impact on client satisfaction, the impact of varying work environments, including remote, hybrid, office-based, and site-based settings, on project outcomes post-pandemic; differences in EI practices across countries and the effect of diverse work cultures; the comparison of EI application across different fields, with a focus on work-life balance and industry-specific practices in banking, …


Harnessing The Power Of Cliftonstrengths®: How Multinational Corporations Can Use Deep-Level Diversity To Enhance Organizational Inclusion, Trapper Kay Pace Apr 2024

Harnessing The Power Of Cliftonstrengths®: How Multinational Corporations Can Use Deep-Level Diversity To Enhance Organizational Inclusion, Trapper Kay Pace

Electronic Theses and Dissertations

This research explicitly investigated how multinational corporations can enhance workplace inclusion through the novel use of the CliftonStrengths® assessment as a dimension of deep-level diversity. The study gleaned insights from employees’ perspectives, employing a constructivist grounded theory approach to explicate their experiences in rich qualitative narratives. Through open-ended surveys and intensive interviews, participants were selected using purposeful sampling to ensure meaningful data collection from the study organizations’ three global regions. The researcher conducted the analysis systematically through the constant comparison of data utilizing the NVivo14 software to assist in constructing codes, themes, and a theoretical schema. Results highlighted the significance …


The Experience Of Knowledge Workers In Remote Environments During The Covid-19 Pandemic, Dale F. Knapp Mar 2024

The Experience Of Knowledge Workers In Remote Environments During The Covid-19 Pandemic, Dale F. Knapp

Doctor of Education Program Dissertations

When regional quarantine restrictions were rapidly implemented in March 2020 due to the COVID-19 pandemic, knowledge workers were forced to vacate their traditional shared office spaces and transition to remote work environments. This unprecedented mass exodus from traditional in-person physical workplaces was facilitated by existing and new software and technology that allowed workers to remain connected and working. This phenomenological study explored the lived experiences and perceptions of knowledge workers who experienced this transition to a full-time remote work environment. The study also examined how knowledge workers perceived work performance relative to their experience during the COVID-19 pandemic. Data were …


Empowering Voices: Exploring The Career Trajectories Of Women Of Color Hr Professionals Amid Disruptive Change, Brandi R. Muñoz Mar 2024

Empowering Voices: Exploring The Career Trajectories Of Women Of Color Hr Professionals Amid Disruptive Change, Brandi R. Muñoz

Electronic Theses and Dissertations

This study investigated strategies to enhance diversity, equity, inclusion, and belonging initiatives in organizational leadership, focusing on supporting women of color in the workplace. The specific problem addressed was the underrepresentation and barriers faced by women of color in leadership positions despite their potential contributions to organizational success. The study employed a qualitative approach, combining qualitative interviews with socioeconomic data analysis. Data collection methods included semistructured interviews with women of color and a survey to gather demographic and employment information. The sample consisted of 16 women of color human resource professionals working in various industries and organizational settings across the …


Emotional Expression Between Ceo And Chairperson As A Micro-Foundation Of Organizational Capabilities: An Exploratory Mixed Methods Study, John Paul Stephens Jan 2024

Emotional Expression Between Ceo And Chairperson As A Micro-Foundation Of Organizational Capabilities: An Exploratory Mixed Methods Study, John Paul Stephens

Faculty Scholarship

The work relationships between CEOs and Chairpersons are key to the functioning of the firm. This study uses survey and interview data to explore how these work relationships serve as a micro-foundation for an organization's communication climate. Survey data suggested that CEO-Chairperson relationships can be characterized by emotional carrying capacity (ECC; constructively expressing more positive and negative emotions). The survey-based model further demonstrated that CEOs and Chairpersons perceive their ECC to positively predict organizational communication climate and, in turn, knowledge creation capabilities. The latter, in turn, are positively associated with firm performance. CEO-Chairperson dyadic interview data supplemented the associations identified …


The Power Of Polish: Exploring The Impact Of Nail Adornments On Perceptions Of Attraction, Sara Demichele Jan 2024

The Power Of Polish: Exploring The Impact Of Nail Adornments On Perceptions Of Attraction, Sara Demichele

Honors Theses

Understanding the significance of nail adornments in shaping perceptions of attractiveness and mate value provides insights into human behavior and preferences. In the current investigation, participants rated human nail length and color on physical attractiveness and partner desirability measures. Results revealed significant effects of nail length and color across different demographic groups. Medium-length nails consistently received higher ratings for physical attractiveness, cuteness, and partner desirability compared to short and long nails. White-colored nails were generally rated most attractive, while blue and black nails received the lowest ratings. Additionally, participants reported a moderate association between having manicured nails and feelings of …


Identifying Youth Appeals In Alcohol Alternative Social Media Content Through Framing, Melina Oneal Jan 2024

Identifying Youth Appeals In Alcohol Alternative Social Media Content Through Framing, Melina Oneal

West Chester University Master’s Theses

Proposed regulations for alcohol advertising prevent beverage companies from targeting people under the legal drinking age. However, similar regulations for alcohol alternative beverages are less explored, which could allow alcohol alternative products to create awareness for alcoholic beverages among youth. Alcohol alternatives beverages, including no-alcohol and low-alcohol products, are increasing in popularity and can function as compliments to alcoholic products to decrease the total alcohol volume consumed or as substitutes for alcoholic products. Framing theory can be operationalized through the Content Appealing to Youth Index, an index of content elements found in research literature to be appealing to youth, to …


Discourses That Undermine Union Movements: A Multimodal Analysis Of Union-Busting Videos, Theresa A. Catalano, Julia Schleck Jan 2024

Discourses That Undermine Union Movements: A Multimodal Analysis Of Union-Busting Videos, Theresa A. Catalano, Julia Schleck

Department of Teaching, Learning, and Teacher Education: Faculty Publications

Labor unions in the United States have experienced decades of decline, but recent years have seen a rebirth of union campaigns and successes. Because unions are once again becoming a threat to large companies, it is reasonable to assume that efforts to discourage organizing efforts will increase and become even more robust in the near future. Although traditionally, companies have worked to suspend union organizing through captive audience meetings in which unions were discussed via verbal or written modes, more recent means of reaching workers with anti-union messages incorporate a variety of communication strategies to get the message across. As …


All The Better To Hear You With: Using Social Media For Employee Listening, C. S. Ju, E. A. Liguori, N. M. Savage Jan 2024

All The Better To Hear You With: Using Social Media For Employee Listening, C. S. Ju, E. A. Liguori, N. M. Savage

Psychology Faculty Publications

The article explores the use of social media for employee listening in organizations, highlighting the importance of employee voice and its positive impact on the workplace. It suggests that social media platforms can provide a space for employees to express themselves, share ideas, and connect with others. However, caution is advised when integrating social media into formal workplace decisions and the hiring process due to concerns about fairness, privacy, and discrimination. The article also addresses the challenges faced by minority employees in voicing dissent and the potential for social media to amplify their voices. It recommends consulting the book "Social …


Be A Leader In Your Practice: What’S Your Style?, William Chase Dds, Maom Dec 2023

Be A Leader In Your Practice: What’S Your Style?, William Chase Dds, Maom

The Journal of the Michigan Dental Association

In this Leadership Development feature, the author draws from a wealth of leadership experience in Rotary to explore the importance of leadership in dentistry. Emphasizing the need for self-evaluation through emotional intelligence, the article delves into five key aspects: self-awareness, self-regulation, motivation, empathy, and social skills. The author introduces three leadership styles — Transformational Leadership, Situational Leadership, and Servant Leadership — highlighting their characteristics and benefits. Encouraging readers to adopt diverse leadership styles, the piece underlines the significance of effective leadership in dental practice, community engagement, and organized dentistry.


Evaluating The Chief Of Staff Of The Air Force 2016 Initiative To Revitalize The Squadron: A Thematic Content Analysis Of Appreciative Inquiry Mechanisms, John M. Huntz Sep 2023

Evaluating The Chief Of Staff Of The Air Force 2016 Initiative To Revitalize The Squadron: A Thematic Content Analysis Of Appreciative Inquiry Mechanisms, John M. Huntz

Theses and Dissertations

A thorough thematic analysis and literature review were undertaken to understand better the integration of AI mechanisms within the Revitalize the Squadron initiative. To facilitate the initiative's implementation, the aim is to provide commanders with practical instances, dimensions, findings, and results. Throughout the coding process, instances of AI’s mechanisms were discovered in the literature. The link between PE and HQR boosted the overall vitality within the squadron, where vitality was determined to be the goal. AI, as a whole, was not found in the literature, but the analysis determined that the Revitalize the Squadron initiative was “Appreciative” in nature.


The Politics Of Expertise And The Articulation Of Authority In Democracy: Cognitive Style And Intelligibility In The Education Of Problem-Solving And Professional Decision-Making In The Domain Of Law, Michael W. Raphael Jun 2023

The Politics Of Expertise And The Articulation Of Authority In Democracy: Cognitive Style And Intelligibility In The Education Of Problem-Solving And Professional Decision-Making In The Domain Of Law, Michael W. Raphael

Dissertations, Theses, and Capstone Projects

Computational complexity refers to the representational aspect of problem-solving. This representational aspect is commonly understood to describe the regularities that organize the definition of the problem-situation, the qualities that designate its difficulty, either in terms of the process of arriving at a definition of the problem or in the process of arriving at a solution. It is for this reason, that it is commonly said that “representational design precedes computational efficacy.” The point of this maxim is to serve as a reminder that an efficient use of resources begins with the design of near decomposability, the specification of the properties …