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Articles 1 - 30 of 257
Full-Text Articles in Business and Corporate Communications
Strategic Judgment In Leadership Decision-Making: Evaluating Ai In Organizational Contexts, Cate Wengelnik
Strategic Judgment In Leadership Decision-Making: Evaluating Ai In Organizational Contexts, Cate Wengelnik
Southwestern Business Administration Journal
This paper presents a classroom-based approach for teaching strategic judgment in leadership decision-making through the evaluation workplace communication and incorporates the use of artificial intelligence (AI). As AI tools become more common in organizational settings, leaders and employees must be prepared to assess outputs that may appear professional while containing inaccurate, unsupported or potentially risky information. This paper describes an instructional case in which students examine an AI-generated response to an employee inquiry about workplace accommodations and Human Resources related matters. Students (1) evaluate the message for clarity, tone and apparent usefulness, then (2) analyze the organizational risks created when …
People Orientation And Thing Orientation In Business Majors: Implications For Assessing The Impacts Of Cross-Functional Business Program Curricula, Todd J. Hostager, David A. Christopher, Kristy J. Lauver, Christopher Knowles
People Orientation And Thing Orientation In Business Majors: Implications For Assessing The Impacts Of Cross-Functional Business Program Curricula, Todd J. Hostager, David A. Christopher, Kristy J. Lauver, Christopher Knowles
International Journal for Business Education
Background/Introduction/Purpose: Prior research documented significant differences in people orientation and thing orientation (PTO) based on type of major and sex. This study examines a set of measures for helping business programs to assess whether they are producing graduates equipped to consider both people and things when making decisions, regardless of their major or sex.
Methods/Design: Students in a strategic management capstone course spent a single 75-minute session responding to a brief new venture pitch by identifying what types of additional information they would need to decide whether to invest in the business. Three Likert-scaled options gauged the extent to participant …
How Does An Advanced Educator Utilize Digital Language Teaching And Learning By Integrating Linguistic, Cultural, And Business Life Perspectives?, Hely Westerholm, Pirjo Takanen-Körperich, Ph.D.
How Does An Advanced Educator Utilize Digital Language Teaching And Learning By Integrating Linguistic, Cultural, And Business Life Perspectives?, Hely Westerholm, Pirjo Takanen-Körperich, Ph.D.
International Journal for Business Education
This paper explores advanced educators’ digital working capabilities in online language teaching, with a particular focus on sharing Finnish language and culture in a foreign context. Cultural and linguistic knowledge play a significant role in enhancing students’ motivation to study foreign languages. In today’s educational environment, digitalisation and globalisation exert an increasing influence on foreign language teaching and learning.
The digital learning environment has brought about a paradigm shift in foreign language didactics. Digital language learning is both challenging and holistic in nature. Continued foreign language learning is simultaneously an individual and a social process, as digital learning cultures impose …
How Grades Changed Before, During And After Covid-19 In A Business College, Douglas R. Moodie, Alison Keefe, Robin Cheramie
How Grades Changed Before, During And After Covid-19 In A Business College, Douglas R. Moodie, Alison Keefe, Robin Cheramie
International Journal for Business Education
Purpose: This study examines how undergraduate business student grades changed before, during, and after the COVID-19 pandemic using a large institutional dataset from a business college in a US university between 2015 and 2024.
Method: The analysis includes over 390,000 student-course observations and incorporates instructional modality, student demographics, course characteristics, and prior academic performance.
Results: Results show a substantial increase in mean course grades during the COVID-19 period, followed by a partial reversion post-pandemic to levels that remain above pre-pandemic trends. These patterns are consistent across modalities, demographics, and departments.
Implications: The findings raise important questions regarding the interpretation of …
The Strategic Role Of Frontline Sales Personnel In Semiconductor Manufacturing Markets, Daisuke Yahiro
The Strategic Role Of Frontline Sales Personnel In Semiconductor Manufacturing Markets, Daisuke Yahiro
Jesselton Journal of Educators and Scholars
This study examines the strategic role of frontline sales personnel within semiconductor manufacturing environments characterized by technological volatility, operational interdependence, and evolving customer demands. Drawing upon emergent strategy, strategy-as-practice, and organizational sensemaking perspectives, the study explores how frontline personnel contribute to organizational responsiveness and strategy formation beyond conventional execution-oriented roles. A qualitative interpretive research design grounded in pragmatism and symbolic interactionism was adopted. Data were collected through semi-structured interviews involving 12 participants engaged in semiconductor manufacturing sales, customer coordination, and managerial activities in Japan. The findings reveal that frontline personnel function as strategically embedded organizational actors who contribute to operational …
Silicon Rivalry: Understanding The U.S.-China Ai Competition In Southeast Asia, Daniel Christopher Kent
Silicon Rivalry: Understanding The U.S.-China Ai Competition In Southeast Asia, Daniel Christopher Kent
Master in Public Policy Theses
In the rising global strategic competition between China and the United States, artificial intelligence (AI) has taken on a special significance given its potentially transformative impact upon economics and security. Yet while the dialogue around the “AI race” is typically centered on foundational model capability enhancement, application in security contexts, and chip design and manufacturing, there is much less attention paid to its impact on geopolitics. In particular, AI diplomacy—the work of a state to spread its model of AI governance, evangelize its AI companies, and develop critical AI interdependencies and linkages around the world—is far less studied. Nowhere is …
Trust Migration In The Digital Era: Information Regimes And The Transformation Of Buyer–Seller Relationships, Stephen C. Carlson
Trust Migration In The Digital Era: Information Regimes And The Transformation Of Buyer–Seller Relationships, Stephen C. Carlson
Atlantic Marketing Journal
Business-to-business selling is being reshaped by rapid advances in digital platforms, enterprise systems, analytics, and artificial intelligence. Organizational buyers increasingly rely on algorithmic tools, peer communities, institutional certifications, and automated evaluation systems before engaging directly with sales representatives. Yet much of the buyer–seller trust literature continues to emphasize interpersonal communication quality, listening behaviors, and individual credibility as primary drivers of relational success.
This article argues that the central transformation in contemporary selling is not the erosion of trust, but its relocation. As technological infrastructures evolve, trust progressively migrates from individual sales representatives to organizational systems, platforms, governance mechanisms, and algorithmic …
Supersuit Up Or Get Left Behind: Why A Personal Agentic Os Is Required For Commercial Viability In The New Economy, Gary Sheng, Ron Roberts
Supersuit Up Or Get Left Behind: Why A Personal Agentic Os Is Required For Commercial Viability In The New Economy, Gary Sheng, Ron Roberts
Digital Laboratory: Publisher of Internet Journal
In my first article, The Writing on the Wall, we laid out the case: self-improving AI has arrived, the economy is splitting, and every organization faces an existential choice. This paper answers the question we heard most after that piece: “Okay, I believe you. What do I do on Monday morning?” The answer is your Personal Agentic OS. It is the minimum viable infrastructure that turns you from a passive consumer of AI into a sovereign operator of it. And in April 2026, three events converged to make this the most urgent professional skill in the world: Andrej Karpathy’s LLM …
Staging Technological Change: Media Ecology, Cultural Memory, And Fantasy Theme Analysis In The Tesla Cybertruck Unveiling, John Rodgers
Staging Technological Change: Media Ecology, Cultural Memory, And Fantasy Theme Analysis In The Tesla Cybertruck Unveiling, John Rodgers
Communication Theses
This thesis examines contemporary product launches as communicative events, arguing that they help shape how technological change is publicly interpreted and remembered. Drawing on media ecology and cultural memory, and using Fantasy Theme Analysis as the primary method, the study analyzes Tesla’s 2019 Cybertruck unveiling as a case of symbolic meaning-making at the moment of introduction and in its immediate circulation. The analysis identifies four dominant fantasy themes that organize the launch’s symbolic world and cohere into a rhetorical vision presenting Tesla as a disruptive actor introducing a resilient technology for an already arriving future. It then traces how that …
Ai-Scm Cmm: A Capability Maturity Model For Artificial Intelligence Integration In Supply Chain Management, Lordt Becklines, Omar F. El-Gayar, Patti Brooks, Insu Park
Ai-Scm Cmm: A Capability Maturity Model For Artificial Intelligence Integration In Supply Chain Management, Lordt Becklines, Omar F. El-Gayar, Patti Brooks, Insu Park
Annual Research Symposium
Artificial intelligence is increasingly deployed in supply chain management, yet many organizations struggle to align adoption efforts with process readiness, data quality, governance, and workforce capabilities, and they still lack validated supply chain specific roadmap for assessing readiness, sequencing investments, and reducing implementation risk. This study develops and evaluates a Capability Maturity Model for Artificial Intelligence Integration in Supply Chain Management to address that gap. Using a design science research approach, the study synthesizes prior literature and practitioner knowledge to define maturity dimensions, capability indicators, and staged progression levels for AI integration in supply chain contexts. The artifact and assessment …
The Writing On The Wall: The Rise Of Applied Ai And The Life-Or-Death Choice Every Ceo Must Make Now, Gary Sheng, Ron Roberts
The Writing On The Wall: The Rise Of Applied Ai And The Life-Or-Death Choice Every Ceo Must Make Now, Gary Sheng, Ron Roberts
Digital Laboratory: Publisher of Internet Journal
Applied AI is putting AI to its highest and best use: running your organization as autonomously as possible so you can deliver value for humanity while maximizing the scale of the value. The economy is splitting. Organizations that adopt applied AI are expanding their capacity, accelerating their impact, and pulling ahead. Those that don't are quietly becoming irrelevant, not because they're doing bad work, but because the gap between what they can do and what the moment requires is widening every day. This is not a technology question. It is a leadership question. This paper is written for organizational leaders, …
Extending The Emotional And Multiple Intelligence Theories: Integrating Cultural And Spiritual Intelligence Constructs To Fill Research Gaps, Kimberly J. Mcdonald
Extending The Emotional And Multiple Intelligence Theories: Integrating Cultural And Spiritual Intelligence Constructs To Fill Research Gaps, Kimberly J. Mcdonald
The Scholarship Without Borders Journal
This proposed mixed-methods convergent research study aims to explore extending the Emotional Intelligence (EI) and Multiple Intelligences Theories by integrating Spiritual Intelligence (SI) and Cultural Intelligence (CQ) constructs. The goal is to explore the interconnectedness of these intelligences to bridge existing research gaps concerning leadership, EI, SI, and CQ. By employing both quantitative and qualitative data collection methods from organizational leaders, this study seeks to develop a more comprehensive and holistic understanding of leadership efficacy across various organizational contexts. The anticipated outcomes aim to contribute to the body of knowledge and potentially impact leadership development in business, education, and other …
Trusted Advisor: Reality Or Fading Myth?, Stephen C. Carlson, Susanna Warnock, Gerald Sullivan, Margaret Ryder
Trusted Advisor: Reality Or Fading Myth?, Stephen C. Carlson, Susanna Warnock, Gerald Sullivan, Margaret Ryder
Atlantic Marketing Journal
The role of trusted advisor has long differentiated the role of community banking from traditional national banks in its relationship with small businesses. This study serves two purposes. First is to confirm presence of a trusted advisor relationship and secondly, understand the impact of digital banking services on the community banker – small business owner relationship. Using data collected in a survey of community bankers and small business owners in five southeastern United States, this study assesses the viability of the trusted advisor construct by applying the Integrative Model of Organizational Trust (Mayer, Davis, & Schoorman, 1995, 2007), trust-building behaviors …
Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray
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 …
Managing The Personalization Paradox: Lessons From Spotify’S Ai Dj, Anirban. Mukherjee, Hannah H. Chang, Jonathan Wibowo
Managing The Personalization Paradox: Lessons From Spotify’S Ai Dj, Anirban. Mukherjee, Hannah H. Chang, Jonathan Wibowo
Research Collection Lee Kong Chian School Of Business
This case study uses Spotify’s AI DJ to examine the “personalization paradox,” where product features designed to deepen user connection can instead cause alienation. An analysis of over 1,400 user comments identifies three core frictions: a perceived loss of user agency, mismanaged expectations for the human-like AI, and a scalability bottleneck that led to repetitive content. Students are placed in the role of a product manager tasked with developing a prioritized roadmap to address these issues, forcing them to grapple with the critical trade-offs between technological capability and user psychology.
The Impact Of Culture And Language On Internal Communication And Patient Care In Small To Medium-Sized Black Immigrant-Owned Healthcare Practices In Texas., Chisom Nwosu
Dissertations
This qualitative phenomenological study explored how cultural competency in small to medium-sized Black immigrant-owned healthcare practices in Texas affects internal communication and patient care. Through semi-structured interviews with nine clinical and administrative leaders in Dallas and Houston, five themes emerged: culturally competent leadership, intentional communication structures, language and interpretation practices, patient-centered cultural sensitivity, and the use of technology for adaptation. Findings suggest that culturally aware leadership and inclusive communication strategies foster team cohesion and improve patient trust and care. Participants reported adapting workflows to meet religious, language, and communication needs through human and technological tools. The study underscores embedding cultural …
The Impact Of Consumer Complaints On Corporate Digital Transformation, Yingchao Lu, Hailing Chang, Yadan Zhou
The Impact Of Consumer Complaints On Corporate Digital Transformation, Yingchao Lu, Hailing Chang, Yadan Zhou
Research Collection Lee Kong Chian School Of Business
This paper examines the impact of consumer complaints on corporate digital transformation and its underlying mechanisms. Using quarterly data from China's Shanghai and Shenzhen A-share listed companies from 2018 to 2023, the empirical results show that an increase in consumer complaints significantly hinders corporate digital transformation. Mechanism analysis reveals that consumer complaints raise legal risks and non-productive costs for firms, leading them to allocate more resources toward short-term crisis management rather than long-term digital development. Heterogeneity analysis indicates that this inhibitory effect is more pronounced in firms with weaker cybersecurity governance, firms whose executives lack a digital background, and firms …
Ai And The Metaverse In Business Strategy, Emma M. Han, Emma Nguyen
Ai And The Metaverse In Business Strategy, Emma M. Han, Emma Nguyen
Student Scholar Symposium Abstracts and Posters
The Metaverse has quickly become an important part of the future of the business world. Mainstream companies like Walmart, Toyota, Nike, and many others have established a presence with virtual goods (NFTs), virtual spaces for consumers to interact, and employees to collaborate and train. Yet there is little research into Metaverse strategies that are efficient and sustainable over time. With the rise of AI, businesses now have the opportunity to integrate AI and the Metaverse as complementary technologies, reshaping their strategies for innovation and competitive advantage. We researched the top 500 global brands to uncover lessons from entry approaches taken. …
Unleashing Excellence: Strengthening It Leaders Through Executive Coaching, Tonya S. Rivers
Unleashing Excellence: Strengthening It Leaders Through Executive Coaching, Tonya S. Rivers
Dissertations
This paper explores the impact of executive coaching on Information Technology (IT) leaders. Many organizations across different industries lack strong leadership, as exposed by COVID-19. Companies aim to keep exceptional leaders and establish upbeat workplaces to achieve success. Although previous research has examined leadership effectiveness, it is still unclear how best to manage employees' perceptions of effective leadership. The goal of this research is to provide new insights into what can improve perceptions of leadership effectiveness. I explored the role executive leadership coaching has on managers working in the Information Technology (IT) field. Current literature often mentions the need for …
The Ability Of Chatgpt To Aid In The Rapid Development Of Inoculation Message Treatments: A Case Study And Recommendations, Alicia Mason, Josh Compton, Griffin Cooper
The Ability Of Chatgpt To Aid In The Rapid Development Of Inoculation Message Treatments: A Case Study And Recommendations, Alicia Mason, Josh Compton, Griffin Cooper
Faculty Submissions
One of the most widely known types of AI technologies in recent years is ChatGPT. ChatGPT is a state-of-the-art language model that has revolutionized natural language processing by generating human-like text with context and coherence, enabling new possibilities for human-AI interaction (Brown et al., 2020). This case study reports on a 10-week conversational AI training initiative to assess whether ChatGPT4 can (a) identify the structural elements and features of conventional inoculation messages (i.e., forewarnings and preemptive refutations); (b) augment inoculation message design features (i.e., linguistic signatures, language, and length); (c) adapt messages for specific audiences (i.e., younger populations, experts); and …
Podcasting Towards Togetherness: Utilizing Podcasts To Improve Departmental Camaraderie And Well-Being, Michael Petrauskis, Colleen Gutman, Rosemarie Fernandez
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 …
Confronting Indecision, Lane Allison Murray
Confronting Indecision, Lane Allison Murray
ENGS 15.11: Design and Education
This course aims to increase students' understanding of indecision and how to confront it. The class provides insight into how the fear of the unknown holds people back from making decisions and about understanding one's values as a means to combat indecision. Students and teachers alike explore instances of indecision and evaluate their own impulses & thought processes by reflecting on the deeper reasons for their choices. Students will increase their comfort level of asking themselves and their peers questions about the values that guide them and, in doing so, strengthen their relationships with themselves and others.
The Dark Tetrad And The Intention To Invest In Cryptocurrency, Amy Bauer-Sinicin
The Dark Tetrad And The Intention To Invest In Cryptocurrency, Amy Bauer-Sinicin
Graduate Theses, Dissertations, and Problem Reports (ETD)
The Dark Tetrad comprises four distinct negative personality traits with some overlapping qualities: narcissism, Machiavellianism, psychopathy, and sadism. Characterized as being risky and speculative, cryptocurrencies are not backed by government banks like fiat currencies, nor do they offer the same privacy when engaging in transactions.
Narcissists may view cryptocurrency investment as an opportunity to showcase their financial acumen, reinforcing their self-image. Machiavellians see the decentralized, loosely regulated market as ideal for exploiting opportunities through strategic manipulation. Psychopaths, drawn by the market’s volatility, may engage in exploitative schemes for personal gain. Sadists may find satisfaction in the power and control they …
The Leadership Identity Presented On Linkedin, Carl L. Tolbert
The Leadership Identity Presented On Linkedin, Carl L. Tolbert
The Journal of Values-Based Leadership
LinkedIn has evolved in a way similar to other social media platforms but is unique in that it focuses on professional networking and careers. Many professionals seek to showcase their leadership skills and philosophies as part of a publicly showcased online persona. This paper aimed to examine the posts specific to leadership and thematically investigate presentation strategies, motivation, and purposes behind the posts. The paper begins with a historical review from the inception of LinkedIn through pivotal milestones in the history of the company. Key concepts from the literature are then reviewed specific to social media use and motivations behind …
Remote Working Preference, Henry Dorn
Remote Working Preference, Henry Dorn
Undergraduate Honors Theses
This paper is an analysis of the realities and perceptions surrounding the shift to remote work in America following the Covid-19 pandemic. It calls into question the benefits and drawbacks of both virtual and in person working environments. Since virtual working culture has taken a larger grasp on the population, it is crucial to understand what the outcomes of this recent shift are and how people feel about it. This paper breaks down the facts and history surrounding virtual working environments and alternatively compares the findings to in person and hybrid work. It includes a conducted survey of American workers …
Exploring Entrepreneurial Intention And Subjective Beliefs: A Comparative Analysis Of General Education Schools And Commercial Schools, Julia Riess, Bettina Fuhrmann, Gerhard Geissler
Exploring Entrepreneurial Intention And Subjective Beliefs: A Comparative Analysis Of General Education Schools And Commercial Schools, Julia Riess, Bettina Fuhrmann, Gerhard Geissler
International Journal for Business Education
This study examines the entrepreneurial intentions of Austrian secondary school students, specifically comparing students from commercial schools with those from general education schools. We analyzed 2,329 data sets and found that subjective beliefs, primarily behavioral and control beliefs, significantly influence entrepreneurial intentions. In addition, demographic factors such as gender, language, acquaintance with entrepreneurs, and school type play a significant role in explaining the variance in entrepreneurial intentions.
Our detailed analysis shows that students from commercial schools have stronger entrepreneurial intentions and subjective beliefs. Particularly notable are the differences in behavioral beliefs, where students from commercial schools find all aspects of …
Leading Horses To Water During A Pandemic: Assuring Communication Learning For "Quants", Thomas Hall
Leading Horses To Water During A Pandemic: Assuring Communication Learning For "Quants", Thomas Hall
International Journal for Business Education
Students who are attracted to quantitative disciplines of study can be reluctant to devote much attention to the important task of communicating, and previous research (Hostager, 2018) has identified statistically significant differences in learning approaches by major among undergraduate business students. This paper presents results of learning assurance for writing skills (direct measures) even when the content of the course relates to the highly quantitative topics of data analytics and finance. The approach combines various pedagogical methods in an undergraduate, writing-intensive setting: traditional testing but in an iterative framework, “flipped classroom” intensive work using spreadsheet software, repeated submission of brief …
Sustainable Frameworks & The Circular Economy Within Digital Marketing & Advertising Agency Groups, Angelique Bautista
Sustainable Frameworks & The Circular Economy Within Digital Marketing & Advertising Agency Groups, Angelique Bautista
Honors Theses
Digital marketing significantly contributes to the greenhouse gas (GHG) emissions of marketing and advertising agencies. Despite efforts towards corporate sustainability, discrepancies in carbon accounting and sustainability practices persist across the industry. An increasingly relevant topic for many industries is the circular economy (CE). It is concerned with creating a structured and cyclical sustainable practice and/or operation. This research paper examines the intersection of the CE and environmental sustainability initiatives in global digital marketing, analyzing sustainability efforts and ordinances up to April 2024, alongside theories from Science and Technology Studies (STS). Then, CE principles are explored more in-depth and the sociotechnological …
Leadership In Startups: How Founder Personality And Leadership Behaviors Impact Startup Success And Psychological Safety, Ria Passi, Ronald Riggio
Leadership In Startups: How Founder Personality And Leadership Behaviors Impact Startup Success And Psychological Safety, Ria Passi, Ronald Riggio
CMC Senior Theses
New ventures created by entrepreneurs are crucial to the economy and to the diffusion of innovative technologies. However, startups often operate in highly uncertain environments characterized by constrained resources, lack of established processes, and complex market dynamics. Despite surges in startup investment, the failure rate for new ventures remains high, making it crucial to understand the factors that can contribute to their success. This thesis explores how founder personalities, leadership styles, and cultivating psychological safety impact startup performance and growth trajectories. Founder personality traits like openness, agreeableness, and conscientiousness are positively associated with securing funding, achieving exit opportunities, and overall …
An Examination Of The Relationship Between Cheating In Online Classes And Technostress: Perceptions Of Business Faculty, Stacy Boyer-Davis, Kevin Berry, Amy Cooper
An Examination Of The Relationship Between Cheating In Online Classes And Technostress: Perceptions Of Business Faculty, Stacy Boyer-Davis, Kevin Berry, Amy Cooper
International Journal for Business Education
This research study investigated the relationship between technostress creators (techno-complexity, techno-insecurity, techno-invasion, techno-overload, and techno-uncertainty) and faculty perceptions of student cheating in online classes. Data were collected from faculty members of the Management and Organizational Behavior Teaching Society (MOBTS), a member of the AACSB Business Education Alliance, the American Society of Business and Behavioral Sciences (ASBBS), an interdisciplinary professional organization comprised of faculty teaching in accounting, finance, management, marketing, organizational behavior, and computer information systems, and other research panels during 2021 (N = 94). Findings from regression analysis indicated that the techno-complexity subconstruct is positively related to a faculty’s perception …