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Articles 391 - 420 of 4736
Full-Text Articles in Business
Digital Footprint Management: Youth And Social Media On Protecting Your Online Identity And Reputation, Jorge Aguiar
Digital Footprint Management: Youth And Social Media On Protecting Your Online Identity And Reputation, Jorge Aguiar
Electronic Theses, Projects, and Dissertations
Fifty percent (50%) of youth between the ages of 8 and 17 have been discovered to use the internet and social media services on a daily basis. This (50%) also demonstrates the rising issues between digital footprints, cyberbullying, and cybercrime rates against these types of youth. It was discovered that youths, between the ages of 8 and 17 years old, are savvy with technology, based on gender, grade, and socioeconomic status, but also lack the awareness of their own digital footprint and how to manage it. Researchers have discovered that issuing cybersecurity awareness school lesson plans and parental controls may …
The Practical Adoption And Application Of Blockchain Technology Within The Beverage Industry, Alexander Adams Jr
The Practical Adoption And Application Of Blockchain Technology Within The Beverage Industry, Alexander Adams Jr
Electronic Theses, Projects, and Dissertations
Abstract
The beverage industry is facing heightened scrutiny as the demand for transparency and accountability reaches new heights. In the age of information technology, companies must prioritize enhanced traceability to ensure product safety, comply with government regulations, maintain customer trust, and protect brand integrity. This thesis explores the potential of blockchain technology as a solution to these challenges, focusing on its ability to decentralize data, improve traceability, and expedite response times during safety recalls. The research provides an overview of the evolution of food safety regulations, beginning with the first establishment by Upland Sinclair, and examines current traceability practices and …
Training-Informed Air Traffic Control Workforce Scheduling, Eli Winett
Training-Informed Air Traffic Control Workforce Scheduling, Eli Winett
Theses and Dissertations
The Radar Control Facility (RCF) at Eglin Air Force Base creates monthly workforce schedules. Adherence to regulations must be verified manually and no evaluation criteria exist to compare schedules. A mixed-integer program model for air traffic controllers allocates workers across 19 positions for a user-defined number of weeks of 24-hour operations. Across eight consecutive months, this model produced schedules to nearly eliminate all shifts with critical shortages from the reference schedules. Without civilian overtime work, gains in positional coverage require a 35% increase in overtime work for military workers and 35% reduction in monthly training instances. We recommend users adopt …
Entrepreneurs’ Network Bricolage: Reconfiguring Social Ties For Resource Creation, Frances Y.M. Chang, Cynthia M. Webster, Muhammad Aftab Alam, Francesco Chirico
Entrepreneurs’ Network Bricolage: Reconfiguring Social Ties For Resource Creation, Frances Y.M. Chang, Cynthia M. Webster, Muhammad Aftab Alam, Francesco Chirico
Research outputs 2022 to 2026
The entrepreneurship literature demonstrates the positive impact of network bricolage on resource-seeking. We extend this work by examining why and how entrepreneurs reconfigure ties within the social architecture of their networks. Building on the network bricolage literature and an in-depth analysis of 55 dyadic relationships embedded in four networks, we provide evidence of network bricolage behavior indicating that entrepreneur bricoleurs are, in fact, resource-creators as well as resource-seekers. Our data cover a series of preliminary and in-depth interviews, member checks, site visits, direct observations, and archival sources. We find support for our theoretical arguments that more resources and re-deployment opportunities …
Critical Success Factors Of Users’ Continuous Intention Of Adopting Cryptocurrency Exchanges: Las-Vict Principle, Cheuk Hang Au, Kevin K.W. Ho, Kris M.Y. Law, Dickson K.W. Chiu
Critical Success Factors Of Users’ Continuous Intention Of Adopting Cryptocurrency Exchanges: Las-Vict Principle, Cheuk Hang Au, Kevin K.W. Ho, Kris M.Y. Law, Dickson K.W. Chiu
Research outputs 2022 to 2026
The proliferation of cryptocurrencies has contributed to the emergence of different cryptocurrency exchanges (crypto-exchanges). While these services may be regarded as FinTech, involving cryptocurrency as the major transaction currency has made these services potentially distinctive from other fiat-based FinTech services. Thus, the critical success factors of crypto-exchanges may not be identical to those of other fiat-based FinTech services. Grounded on theories related to FinTech and service varieties, we developed a survey and explored the role of different factors on users’ continuous intention of adopting the crypto-exchanges. Our results suggested that when users perceive specific crypto-exchange characteristics, they are more likely …
Exploring Impression Management Through Eye-Tracking: A Study On The Influence Of Photographs In Financial Reporting, Andreas Hellmann, Simone D. Scagnelli, Lawrence Ang, Suresh Sood
Exploring Impression Management Through Eye-Tracking: A Study On The Influence Of Photographs In Financial Reporting, Andreas Hellmann, Simone D. Scagnelli, Lawrence Ang, Suresh Sood
Research outputs 2022 to 2026
The objective of financial reporting is to provide decision-useful information for a wide range of existing and potential stakeholders. However, the lack of regulation regarding the use of visual imagery may enable companies to engage in impression management and subtly influence the reader's judgments through careful selection of images and how they obfuscate or clarify information. This study utilizes eye-tracking technology to experimentally examine how non-explanatory photographs influence the performance judgments of non-professional investors comprising business students and auditors. Participants were exposed to an excerpt of the management summary of a fictitious company's annual report. The findings suggest while a …
Sustainability In The Wake Of Crisis: Transforming Climate Change-Induced Disasters Into Drivers Of Renewable Energy Innovation In Business, Hiva Rastegar, Aymen Sajjad, Gabriel Eweje, Kazunori Kobayashi
Sustainability In The Wake Of Crisis: Transforming Climate Change-Induced Disasters Into Drivers Of Renewable Energy Innovation In Business, Hiva Rastegar, Aymen Sajjad, Gabriel Eweje, Kazunori Kobayashi
Research outputs 2022 to 2026
This study examines how climate change-induced disasters affect renewable energy innovation in United States-based firms. To this end, we utilized the behavioral theory of the firm and the threat rigidity model to investigate strategic decision-making in the context of environmental crises. We employed a difference-in-differences approach combined with meta-analysis. Further, we analyzed data from 2013 to 2018 and found a significant increase in renewable energy innovation following climatological disasters, marked by an effect size of 0.74. However, firms exceeding their aspiration levels exhibit a smaller impact, reducing the effect on renewable energy innovation by 0.273 units. Additionally, firms with a …
Understanding Student Career Preferences Through The Perspective Of A Personality Test, Chloee Gallamore
Understanding Student Career Preferences Through The Perspective Of A Personality Test, Chloee Gallamore
Agricultural Economics and Agribusiness Undergraduate Honors Theses
This study explores the alignment of personality traits with career preferences among University of Arkansas students enrolled in the Dale Bumpers College of Agricultural, Food and Life Sciences, using the True Colors personality test. The research aims to evaluate how well students’ personality profiles correspond with their career aspirations and to examine the efficacy of the True Colors test in guiding career decisions. A survey-based quantitative, non-experimental research design was employed, collecting data from students representing various majors. Chi-square tests and ANOVA were used to analyze the relationships between personality types and career preferences. The findings provide insights into the …
Pengaruh Performa Perusahaan Terhadap Kualitas Laporan Tanggung Jawab Sosial Perusahaan Yang Dimoderasi Oleh Tahap Siklus Hidup Perusahaan Pada Perusahaan Lq45 Periode 2017-2021, Satya Rifansyah Batubara, Dwi Nastiti Danarsari
Pengaruh Performa Perusahaan Terhadap Kualitas Laporan Tanggung Jawab Sosial Perusahaan Yang Dimoderasi Oleh Tahap Siklus Hidup Perusahaan Pada Perusahaan Lq45 Periode 2017-2021, Satya Rifansyah Batubara, Dwi Nastiti Danarsari
Jurnal Manajemen dan Usahawan Indonesia
This study aims to empirically prove the effect of corporate performance on the quality of corporate social responsibility (CSR) reports, moderated by the company's life cycle stages. The study uses a sample of companies listed in the LQ45 index as of August 2019, registered on the Indonesia Stock Exchange (IDX) for the period from 2017 to 2021. The method used in this study is pooled ordinary least squares (OLS) regression. The results show that corporate performance does not have a significant impact on CSR reports. However, firm life cycle stages have a significant effect with a negative correlation direction on …
Redefining Research Impact: Developing And Evaluating Modified H-Indexes For Comprehensive Academic Assessment, Nash Mayhue Minton
Redefining Research Impact: Developing And Evaluating Modified H-Indexes For Comprehensive Academic Assessment, Nash Mayhue Minton
Theses and Dissertations
In academic research, the h-index has gained prominence as a useful metric for gauging the impact and productivity of researchers. This thesis seeks to provide a general overview of the h-index by providing information on the positive applications that the h-index utilizes, as well as the faults and limitations that diminish its utility. This thesis aims to combat the bias of hyper-authorship, which inherently inflates researchers' h-indexes by disproportionately attributing credit to individuals in multi-author publications, as well as provide other indices that could prove to be a possible replacement index or to be used as a basis for creating …
Ecolabel Persuasion Effect Across Cultures: A Comprehensive Meta-Analysis, Franklin Velasco, Omar S. Itani, Paul Cajina
Ecolabel Persuasion Effect Across Cultures: A Comprehensive Meta-Analysis, Franklin Velasco, Omar S. Itani, Paul Cajina
Marketing Faculty Publications
Purpose: Companies around the world have included ecolabels as a marketing strategy to convince consumers to choose products with lower environmental impact. However, the literature lacks a consensus on the effectiveness of ecolabels in persuading consumers to choose green products. The present meta-analysis addresses this gap by, first, evaluating the net persuasion effect of using ecolabels and, second, investigating the role of cultural orientations, operationalized at the country level, in this effect.
Methodology: This cross-cultural meta-analysis analyzed data from 26,116 consumers across 18 countries, encompassing 75 papers published between 1995 and 2023. Univariate and meta-regression analyses were utilized.
Findings: …
Charging During The Stay: The Effects Of Ev Chargers’ Availability And Pricing On Consumer Perceived Utilitarian Value And Behavioral Intentions, Wenjia Han, Cass Shum, Guoguang Wan
Charging During The Stay: The Effects Of Ev Chargers’ Availability And Pricing On Consumer Perceived Utilitarian Value And Behavioral Intentions, Wenjia Han, Cass Shum, Guoguang Wan
Hospitality Faculty Research
Hotels are increasingly hosting EV chargers. Yet, scant research examines the effects of EV chargers on consumer behavioral intentions toward the hotel. This study draws on the expectancy theory and examines the effect of EV chargers availability and the availability of surrounding chargers on consumer hotel booking intentions and willingness to pay a price premium. The results of two scenario-based experiments showed that free or paid EV chargers enhance consumers’ perceived utilitarian value and behavioral intentions. The effects are partially amplified when the availability of surrounding chargers is limited. This research contributes to the literature on hotel add-on services and …
Addressing Grand Challenges Through The Bottom-Up Marketing Approach: Lessons From Subsistence Marketplaces And Marketplace Literacy, Madhubalan Viswanathan, Arun Sreekumar, Srinivas Sridharan, Gaurav R. Sinha
Addressing Grand Challenges Through The Bottom-Up Marketing Approach: Lessons From Subsistence Marketplaces And Marketplace Literacy, Madhubalan Viswanathan, Arun Sreekumar, Srinivas Sridharan, Gaurav R. Sinha
Marketing & Business Law Faculty Works
We present a bottom-up marketing approach as a pathway to addressing the grand challenge of poverty and inequality for the marketing discipline. We derive this approach from the research stream on radically different contexts of subsistence marketplaces. Research on subsistence marketplaces has typically explored micro-level phenomena but also traversed upward and explained aggregate phenomena at higher levels. We present a conceptual framework to encapsulate general and granular elements of the bottom-up marketing approach. Study 1 demonstrates general elements of the framework through a retrospective examination of the global diffusion of a marketplace literacy program. Study 2 demonstrates the more granular …
Juegos De Rol En El Desarrollo De Projectpipe: Una Inmersión En El Uso De Metodologías De Diseño, Julieth A. Gómez Hernández, Cristian C. Orozco Ospina, Nicolas Restrepo Henao
Juegos De Rol En El Desarrollo De Projectpipe: Una Inmersión En El Uso De Metodologías De Diseño, Julieth A. Gómez Hernández, Cristian C. Orozco Ospina, Nicolas Restrepo Henao
Journal of Roleplaying Studies and STEAM
En el entorno digital actual, la evolución del concepto de juegos de rol ha llevado al desarrollo de aplicaciones web interactivas y educativas. En sintonía con este planteamiento, se presenta la siguiente propuesta, que adopta una metodología integrada para aprovechar la versatilidad del método de Bruno Munari y el Diseño Centrado en el Usuario (DCU). La metodología de Munari descompone la gestión macro del proyecto en pasos manejables; mientras que el DCU se enfoca en la creación de una interfaz intuitiva y funcional mediante prototipos iterativos y pruebas continuas de usabilidad. Como complemento a estas estrategias se integra la metodología …
Journal Of Roleplaying Studies And Steam (Jrpssteam) Vol. 3 [2024], Número 2 (Issue 2)., Cristo Leon, Miguel A. Bastarrachea-Magnani
Journal Of Roleplaying Studies And Steam (Jrpssteam) Vol. 3 [2024], Número 2 (Issue 2)., Cristo Leon, Miguel A. Bastarrachea-Magnani
Journal of Roleplaying Studies and STEAM
Editorial - La última y nos movemos
Siempre es difícil asumir y enfrentar los cambios, desde el primer número y junto a un gran comité editorial nos dimos a la tarea de lanzar y mantener una revista académica exitosa, con rigor académico y que sirviera por un lado como un espacio para publicar trabajos académicos serios sobre juegos de rol y por el otro como un referente académico sobre el tema, en ese sentido, no tengo la menor duda de que lo hemos logrado.
Para este número, la principal sorpresa es que dejo de ser el editor en jefe, esto …
An Investigation Into The Perceptions Of Female Employees In The Abu Dhabi Government Sector On The Relationship Between Work And Family Life And Its Effect On Their Well-Being, Mouza Mohamed Alqubaisi
An Investigation Into The Perceptions Of Female Employees In The Abu Dhabi Government Sector On The Relationship Between Work And Family Life And Its Effect On Their Well-Being, Mouza Mohamed Alqubaisi
Thesis/ Dissertation Defenses
Due to a radical shift in the employee’s workforce interests, work-life balance (WLB) with its several policies and theoretical implications, has gained importance over the years. This study examines the interaction between family responsibilities and work duties, how it influences women's well-being and the impact this has on work performance, personal well-being and private life. The study applies a theoretical framework that combines elements of Job Demands-Resources (JD-R) theory and Resource Conservation Theory (COR) to highlight how these women deal with and relate to significant work-family imbalances reflected in their personal well-being. Qualitative interviews were conducted with 20 senior female …
Implementation Of Total Quality Management To Improve Operational Efficiency And Customer Satisfaction In Lebanese Industries, Mohamad Nassif Nehme, Moulham Abouibrahim, Nada Jabbour Al Maalouf
Implementation Of Total Quality Management To Improve Operational Efficiency And Customer Satisfaction In Lebanese Industries, Mohamad Nassif Nehme, Moulham Abouibrahim, Nada Jabbour Al Maalouf
Arab Economic and Business Journal
In today's dynamic business landscape, organizations are constantly seeking ways to improve their performance. Total Quality Management (TQM) is a popular strategy for organizational excellence. This paper aims to explore the relationship between TQM implementation, operational efficiency, and customer satisfaction in Lebanon's industry sector; specifically in the Food and Beverage, paints and coatings, and stove manufacturing sectors. The paper is based on a deductive approach. A mono-method approach is used to collect data from a sample of 100 professionals operating in various industrial companies in Lebanon, using structured questionnaires. The findings revealed that TQM has a positive impact on both …
Benchmarking Pretrained Models For Speech Emotion Recognition: A Focus On Xception, Ahmed Hassan, Tehroom Masood, Hassan A. Ahmed, H. M. Shahzad, Hafiz Muhammad T. Khushi
Benchmarking Pretrained Models For Speech Emotion Recognition: A Focus On Xception, Ahmed Hassan, Tehroom Masood, Hassan A. Ahmed, H. M. Shahzad, Hafiz Muhammad T. Khushi
Business Faculty Publications
Speech emotion recognition (SER) is an emerging technology that utilizes speech sounds to identify a speaker’s emotional state. Computational intelligence is receiving increasing attention from academics, health, and social media applications. This research was conducted to identify emotional states in verbal communication. We applied a publicly available dataset called RAVDEES. The data augmentation process involved adding noise, applying time stretching, shifting, and pitch, and extracting the features zero cross rate (ZCR), chroma shift, Mel-Frequency Cepstral Coefficients (MFCC), and a spectrogram. In addition, we used many pretrained deep learning models, such as VGG16, ResNet50, Xception, InceptionV3, and DenseNet121. Out of all …
Navigating Market Volatility: Risk And Return Insights From Indian Mutual Funds, Davinder K. Malhotra, Rahul Singh, L. Ramani
Navigating Market Volatility: Risk And Return Insights From Indian Mutual Funds, Davinder K. Malhotra, Rahul Singh, L. Ramani
School of Business Faculty Papers
This study evaluates Indian mutual funds using a variety of criteria, demonstrating a historical tendency of lower monthly returns and volatility when compared to benchmark indexes. This positive risk profile implies that it will appeal to investors who want stability. Despite COVID-19-induced market volatility, mutual funds persistently outperform benchmark indices in terms of average return per unit of risk, highlighting their potential as a dependable investment option for stability seekers. Furthermore, Indian mutual funds routinely beat benchmark indexes in risk-adjusted terms. Despite having a positive alpha, it lacked statistical significance, indicating a possible reliance on market volatility rather than managerial …
Perceived Risk Mediation Of Website Quality In Online Clothing Shopping In A South African Township, Khathutshelo M. Makhitha, Rodney G. Duffett
Perceived Risk Mediation Of Website Quality In Online Clothing Shopping In A South African Township, Khathutshelo M. Makhitha, Rodney G. Duffett
The African Journal of Information Systems
South Africa lags behind other economies regarding online shopping adoption. Extant literature has focused on the influence of risk factors on consumers’ intention to shop online. However, few studies have considered the effect that mediating factors can have on relationships between other factors related to online shopping. It is particularly important to determine the mediation effect of perceived risk factors on the relationship between perceived website quality and intentions to shop online. A quantitative survey was used to collect data from 300 online shoppers who purchase clothing online and are located in the Soweto Township in Gauteng, South Africa. Perceived …
Data Security In The Apple Ecosystem: An Evaluation, Kayrene Woods
Data Security In The Apple Ecosystem: An Evaluation, Kayrene Woods
Cybersecurity Undergraduate Research Showcase
This study provides a comprehensive evaluation of data security within the Apple ecosystem, focusing on the company’s privacy policies, user perceptions, and the effectiveness of its App Store review processes. Employing an interdisciplinary methodology, the research examines Apple’s commitment to data protection, emphasizing transparency and user trust. A survey of user experiences revealed varying levels of engagement and understanding of Apple’s privacy practices, with only 32.8% of respondents having read the Privacy Policy and mixed opinions on its clarity. Additionally, concerns persist about third-party app security, with 39.7% of users expressing apprehension and skepticism about Apple’s App Store review process. …
A Thanksgiving Without Family: A Covid-19 Employer Dilemma Case, Michael Dobbs
A Thanksgiving Without Family: A Covid-19 Employer Dilemma Case, Michael Dobbs
Journal of the North American Management Society
Based on an actual organization in the Midwest, this case describes the Director of an alcohol and drug rehabilitation center located in the Midwest and her adoption of policies to address the threat of Covid-19 to employees, clients, and the community. Names have been changed, but the facts of the case are based on employee descriptions of the organization, its director, and its new policies. The case presents students with an opportunity to wrestle with real-world situations that they themselves have faced and with which they are familiar. In this paper, I present the case itself, the worksheet assignment for …
Social Capital, Post-Industrial Society, And Faulty Industry Experience: Higher Education’S Engagement Opportunity In Applied Disciplines, Asa B. Wilson, Steven A. Stovall, Edward Crowley
Social Capital, Post-Industrial Society, And Faulty Industry Experience: Higher Education’S Engagement Opportunity In Applied Disciplines, Asa B. Wilson, Steven A. Stovall, Edward Crowley
Journal of the North American Management Society
Higher education faces two currents - declining social capital support and the post-industrial transition. Both impact the academy and its students. The associated challenges are discussed as engagement opportunities for the academy in applied disciplines. Also, the instructional value of faculty industry experience (IE) is defined as an attribute of social capital. It fosters student engagement while building an experiential learning bridge from the classroom to the workplace. A composite case based on faculty social capital backgrounds illustrates how faculty IE augments program development, academic rigor, student readiness, research creativity, industry linkages, and community impact. Follow-up research opportunities are identified.
The Importance Of Creativity As A Leadership Trait In Times Of Uncertainty, Niall C. Hegarty, Gerald Cusack
The Importance Of Creativity As A Leadership Trait In Times Of Uncertainty, Niall C. Hegarty, Gerald Cusack
Journal of the North American Management Society
The purpose of this article is to illustrate that in times of uncertainty and crisis leadership creativity is the key ingredient in ensuring the survival of the firm. In such times there is no stock solution - one size does not fit all. Hence, the important trait of creativity is a crucial component needed in organizational leadership. The article progresses through the various types of creativity and challenges to survival of organizations that require the presence of creativity and develops a creative LOOP system to promote continued organizational creativity. Triggered by the presence of Covid-19 and the natural exploration of …
Building A Better Future For Christian Higher Education, Maria Ll Lam
Building A Better Future For Christian Higher Education, Maria Ll Lam
Journal of the North American Management Society
This paper is an exploratory study concerning the perceptions of 16 diversity, equity, and inclusion (DEI) officers at nine Protestant evangelical Christian universities and six Catholic universities. Among these 16 DEI officers, 15 are people of color. 13 possess Ph.D. degrees and hold the highest administrative positions at their institutions. They are often required to address justice issues in their diversity initiatives if they don’t want to reproduce systematic institutional injustices in historically white-dominated Christian universities. They are working across multiple boundaries (i.e., boundary spanners) for institutional-level diversity changes. They all voice motivations to make institutional changes and 11 DEI …
Journal Management, Administration, And Promotion: The Power And Impact Of The Jnams Relaunch, Michael Dobbs, Heather S. Mcmillan
Journal Management, Administration, And Promotion: The Power And Impact Of The Jnams Relaunch, Michael Dobbs, Heather S. Mcmillan
Journal of the North American Management Society
No abstract provided.
41st Year Of Winterfest Brings New Attractions: Sunday, December 1, Lindenwood University
41st Year Of Winterfest Brings New Attractions: Sunday, December 1, Lindenwood University
Archived Lindenwood Press Releases
No abstract provided.
Next-Gen Hr: How People Analytics And Business Acumen Drive Leadership In Strategy, Wistaria J. Joseph
Next-Gen Hr: How People Analytics And Business Acumen Drive Leadership In Strategy, Wistaria J. Joseph
USF Tampa Graduate Theses and Dissertations
Quantitative research within the Human Resources (HR) field is scarce, specifically for HR professionals. This study aimed to add to the body of HR professional research focusing on professional development of HR professionals to ascend to significant leadership roles and gain a seat at the company’s strategic decision-making table. This research tackled the moderating role of people analytics and business acumen to determine if they drove Human Resource Management (HRM) strategic propensity from transactional HR expertise and transformational leadership, with upper-echelon and strategic leadership theories providing the backdrop. To this end, a survey was deployed to obtain responses from a …
Organizational Intentionality: Enhancing Business Engagement With Black Entrepreneurs Through Purposeful And Inclusive Strategies, Willye G. Shaw
Organizational Intentionality: Enhancing Business Engagement With Black Entrepreneurs Through Purposeful And Inclusive Strategies, Willye G. Shaw
USF Tampa Graduate Theses and Dissertations
Motivated by demands for greater business diversity and proactive efforts of organizations to improve their inclusive engagements with minority stakeholders, this research contributes to the academic body of knowledge related to Black-owned business value by highlighting the impacts of organizations committed to shifting the conventional approach to diversity with this business community. The objective is to delve more into the need for enhanced relationships between organizations and Black-owned businesses, offering insights into the intentional actions, decisions, and strategies that lead to purposeful initiatives by the organizations to refine their business practices, with a focus on sustainable success for Black entrepreneurs. …
Antecedents And Outcomes Of Big Data Adoption In Supply Chain, Alok Raj, Rajeev Ranjan Kumar, Anand Jeyaraj
Antecedents And Outcomes Of Big Data Adoption In Supply Chain, Alok Raj, Rajeev Ranjan Kumar, Anand Jeyaraj
Management Information Systems Faculty Publications
This paper aims to provide a comprehensive understanding of the big data–performance relationship based on the existing empirical evidence. Using a meta-analysis approach, big data adoption (BDA) related 446 effect sizes reported in 133 prior empirical studies were gathered from 118848 informants in more than 30 countries. Results confirm ten significant antecedents and eight outcomes of BDA based on identified literature. We further estimate the heterogeneity based on subgroup analysis by considering two types of moderators as (a)economic regions (developed vs developing), and (b) type of industry. We find that organizations in developed countries adopt big data largely due to …