Management Sciences and Quantitative Methods Commons^™

Co-Occurrence Network Analysis (Cna) As An Alternative Tool To Assess Survey-Based Research Models In Hospitality And Tourism Research, Mehmet A. Koseoglu, John A. Parnell, Hasan E. Arici

Journal of Global Business Insights

Hospitality and tourism (H&T) researchers employ structural equation modeling (SEM) and other multivariate techniques to test their models with survey data. These approaches assess relationships among constructs and model fit, but they do not highlight the most influential survey items or links among them. Other challenges include method-specific requirements for appropriate data, the best indices to identify optimal models, minimum sample sizes, missing data, and interpreting the results from complex models. Co-occurrence network analysis (CNA) can mitigate these limitations. This study validates CNA in the H&T field with a survey dataset that assesses market strategy, nonmarket strategy (NMS), organizational values, …

Scaled Pca: A New Approach To Dimension Reduction, Dashan Huang, Fuwei Jiang, Kunpeng Li, Guoshi Tong, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

This paper proposes a novel supervised learning technique for forecasting: scaled principal component analysis (sPCA). The sPCA improves the traditional principal component analysis (PCA) by scaling each predictor with its predictive slope on the target to be forecasted. Unlike the PCA that maximizes the common variation of the predictors, the sPCA assigns more weight to those predictors with stronger forecasting power. In a general factor framework, we show that, under some appropriate conditions on data, the sPCA forecast beats the PCA forecast, and when these conditions break down, extensive simulations indicate that the sPCA still has a large chance to …

The Online Ordering Behaviors Among Participants In The Oklahoma Women, Infants, And Children Program: A Cross-Sectional Analysis, Qi Zhang, Kayoung Park, Junzhou Zhang, Chuanyi Tang

Department of Marketing Faculty Scholarship and Creative Works

The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a nutrition assistance program in the United States (U.S.). Participants in the program redeem their prescribed food benefits in WIC-authorized grocery stores. Online ordering is an innovative method being pilot-tested in some stores to facilitate WIC participants’ food benefit redemption, which has become especially important in the COVID-19 pandemic. The present research aimed to examine the online ordering (OO) behaviors among 726 WIC households who adopted WIC OO in a grocery chain, XYZ (anonymous) store, in Oklahoma (OK). These households represented approximately 5% of WIC households who redeemed …

The Product Test Scheduling Problem, Megan Wydick Martin, Cliff Ragsdale, John Fico, Carlos G. Cajica-Sierra, Richard M. Fetcenko

International Journal of Applied Management and Technology

This research focused on product test scheduling in the presence of in-process and at-completion inspection constraints. Such testing arises in the context of the manufacture of products that must perform reliably in extreme environmental conditions. Often, these products must receive a certification from prescribed regulatory agencies at the successful completion of a predetermined series of tests. Operational efficiency is enhanced by determining the optimal order and start times of tests so as to minimize the makespan while ensuring that technicians are available when needed to complete in-process and at-completion inspections. We refer to this as the product test scheduling problem. …

Positive Psychological Capital To Help Combat The Mental Health Fallout From The Pandemic And Vuca Environment, Fred Luthans, Julie Dyrdek Broad

Management Department Faculty Publications

The major purpose of this article is to provide valuable insights and specific guidelines into how the now established “Positive Psychological Capital” or simply PsyCap can help prevent, treat, and sustainably recover from the current mental health global challenges. Specifically, we propose and demonstrate how PsyCap can play a realistic alternative, supplementary, non-stigma role in fighting the dramatically increasing mental illness due to the COVID-19 pandemic and the VUCA (Volatile, Uncertain, Complex, Ambiguous) environment. Moreover, our hope is the evidence based PsyCap perspective and approach presented in this article will have a spillover effect on improving performance and especially well-being …

Global Superstardom: Applying A Multinational And Quantitative Approach To Explain The Success Of The Korean Pop Music Industry, Daniel Y. Shen

Joseph Wharton Scholars

Korean pop music (K-pop) has exploded in popularity around the world, first spreading to neighboring countries before successfully expanding into countries with greater cultural distances, challenging conventional wisdom. This thesis explains the factors that drive K-pop’s unique success in the United States. By applying qualitative models like CAGE and Mode of Entry models from multinational management, this study finds that K-pop firms have relied on strategic partnerships to distribute music and mitigate cultural and administrative risks, but future goals of owning digital platforms and exporting the K-pop business model will require a stronger presence.

This study also extracts sonic features …

Bringing Identity To The Forefront: The Benefits Of Highlighting Identity And Diversity, Erika Laura Kirgios

Publicly Accessible Penn Dissertations

Prior research overwhelmingly shows that when information about an individual’s marginalized identity is communicated inadvertently (via a name that signals gender or race, for example), that information tends to trigger prejudiced behavior. As a result, both conventional wisdom and extant research suggest that women and racial minorities should obscure or de-emphasize their minority status to reduce their likelihood of experiencing discrimination. In this work, I propose that women and racial minorities might instead benefit from strategically emphasizing their demographic identity. This approach has two potential benefits: when a person’s marginalized identity is made more salient, (1) the potential for discrimination …

Finding The Best Predictors For Foot Traffic In Us Seafood Restaurants, Isabel Paige Beaulieu

Honors Theses and Capstones

COVID-19 caused state and nation-wide lockdowns, which altered human foot traffic, especially in restaurants. The seafood sector in particular suffered greatly as there was an increase in illegal fishing, it is made up of perishable goods, it is seasonal in some places, and imports and exports were slowed. Foot traffic data is useful for business owners to have to know how much to order, how many employees to schedule, etc. One issue is that the data is very expensive, hard to get, and not available until months after it is recorded. Our goal is to not only find covariates that …

Questionable Research Practices Among Researchers In The Most Research-Productive Management Programs, Sven Kepes, Sheila K. Keener, Michael A. Mcdaniel, Nathan S. Hartman

Management Faculty Publications

Questionable research practices (QRPs) among researchers have been a source of concern in many fields of study. QRPs are often used to enhance the probability of achieving statistical significance which affects the likelihood of a paper being published. Using a sample of researchers from ten top research-productive management programs, we compared hypotheses tested in dissertations to those tested in journal articles derived from those dissertations to draw inferences concerning the extent of engagement in QRPs. Results indicated that QRPs related to changes in sample size and covariates were associated with unsupported dissertation hypotheses becoming supported in journal articles. Researchers also …

Examining Factors Influencing Intention To Use M-Health Applications For Promoting Healthier Life Among Smartphone Users In Tanzania, Herman Mandari, Mahija Yahaya

Journal of International Technology and Information Management

Deaths related with Non-Communicable Diseases (NCDs) have recently increases, similarly, development of mobile technologies have paved a way in which Smartphone users can use m-health applications to address high level of sedentary behaviours that relates to negative health consequences. Therefore, this study was conducted to examine factors which may influence generation Y who are Smartphone users to adopt m-health applications in controlling NCDs in Tanzania. TAM theory was extended with awareness, trust and perceived cost to develop a research conceptual model of this study. Google form was used to developed online questionnaire which was distributed through social media platforms to …

Evaluating The Factors Influencing Alignment Of It And Business In A Cloud Computing Environment, Dr. Shailja Tripathi

Journal of International Technology and Information Management

Aligning IT with business strategically is the recent area of attention among researchers and practitioners because of its potential impact on organizational performance. Currently, large numbers of enterprises are migrating towards cloud computing as on-premise implementation of Information technology (IT) infrastructure is expensive. The purpose of this research is to examine the factors that influence the alignment of IT and business in cloud computing environment. Therefore, this study used the Strategic Alignment Maturity (SAM) model as a framework to validate the evolution of IT-business alignment in a cloud computing platform. A questionnaire-based survey method was employed for data collection. The …

Evolution And Diffusion Of Icts In The Indian Railways: A Historical Analysis, Ramesh Subramanian

Journal of International Technology and Information Management

The Indian Railway system is one of the largest socio-technical systems in the world. It has existed for over 160 years, starting from the British Colonial times. It continues to play a critical role in present-day India. It’s continued functioning is dependent not only on the personnel who are employed in the railways, but also the technologies that go into the system. A critical technology in the functioning of the railway system is information and communications technologies (ICTs). ICTs are deployed in almost every facet of the railway system. But these ICTs did not manifest themselves recently. They have been …

Jitim Table Of Contents - Vol. 31 Issue 2 - 2022

Journal of International Technology and Information Management

JITIM ToC

Assessing Performance Impact Of Digital Transformation For Instructors In The Covid-19 Era, Shailja Tripathi Dr., Shubhangi Urkude Dr.

Journal of International Technology and Information Management

Digital transformation has evolved as the main issue for higher education institutions (HEIs) across the globe due to the Covid-19 outbreak. The purpose of this study is to investigate the performance impacts of digital transformation for instructors of HEIs during the pandemic. The technology-to-performance chain (TPC) model pursues to predict the influence of an information system on the performance of an individual user. Hence, TPC model is used to evaluate the performance of instructors due to digital transformation in the institutions during the Covid-19 pandemic. The data is collected from instructors of higher educational institutions. Recently, partial least squares path …

Creating And Managing Eu Funded Research Networks: An Exploratory Case, Zeta Dooly, Aidan Duane, Aidan O'Driscoll

Articles

The collaborative European funded research and development landscape drives competitiveness among innovative organisations. Recently it has seen the rise of public private partnerships significantly impacting the dynamics of these networks. Thus, the complexity of managing research networks has intensified with the increased diversity of research network members. Additionally, the emergence of the academic entrepreneur has augmented the focus of educational institutions to include innovation and building start-up organisations. The impact of research is scalable if an optimum research network is created and managed effectively. This paper investigates network embeddedness; the nature of relationships, links and nodes within a research network, …

Misvaluing Effective Investors In Intangible Capital, Dustin Lind

CMC Senior Theses

Cohen et al. (2013) measure a firm’s ability at investing in knowledge capital, a type of intangible capital, through a model that captures how well a firm translates R&D intensity into future sales growth. Using this model, they show that an investment portfolio comprised of firms that have high R&D spending ability and high R&D intensity earn significant positive abnormal returns. I modify their model to capture a broader investment in intangible capital by replacing R&D intensity with SG&A intensity and substituting sales growth with gross profit growth. My measure of ability at investing in intangible capital has two main …

Essays On Corporate Political Strategies And Firm-Stakeholder Relationships, Tony Lizhang He

Publicly Accessible Penn Dissertations

This dissertation examines the nonmarket strategies that firms use to respond to and to create change in the social and political environment. In the first chapter, I document the extent of corporate political connections across Europe and analyze the institutional contingencies of their impact. I find that a political connection increases the annual value of public procurement contracts awarded to firms, but that this positive impact is moderated by accountability institutions that enable different bodies of government to check one another’s power. When accountability institutions are weaker, firms become more likely to hold political connections, and the competition between rival …

Strategic Response In Regional Comprehensive Universities: The Influence Of The Environment In Higher Education, Irina Eremenko

Publicly Accessible Penn Dissertations

U.S. higher education (HE) faces a multitude of challenges brought on by shifts in demography, the economy, technology, and global competition. The disconnect between these realities and HEIs' perception of and response to their organizational environment may have negative implications for national educational attainment and the knowledge economy. While environmental analysis contributes to successful strategic response, many postsecondary leaders struggle to clearly understand their respective organizational environments. This multiple-case study examined how regional comprehensive universities leaders’ understanding of the external environment influenced the strategic response of their institutions. Research findings revealed that environmental scanning and analysis tools influenced leaders’ sensemaking …

A Panel Study Of Outsourced Maintenance Impact On Major U.S. Passenger Airlines' Profitability (1995-2019), Linfeng Jin Ph.D., John Mott Ph.D., Chuyang Yang M.S., Chien-Tsung Lu Ph.D.

Journal of Aviation/Aerospace Education & Research

This study investigates eight viable United States major passenger airlines' outsourced maintenance impact on profitability between 1995 and 2019 by using panel data analysis. The results demonstrate that the percentage of airline outsourced maintenance and inhouse maintenance labor pay have no statistically significant impact on profitability. The researchers call for the further research with a larger sample, and more time periods to explore airlines' outsourced maintenance impact on profitability.

Interlocking Directorates Among The S&P 500: Social Networks, Gender Diversity, And Corporate Governance, Eric P. Magistad

School of Business Student Theses and Dissertations

This multi-article investigation examines corporate board composition and the implications for regulatory penalties. Director diversity on key board committees and board interlocks influence board behaviors as they relate to regulatory risk. Directors bring experience and inter-industry ties to a board position and subsequently transfer and receive specific knowledge, practices, and contacts with other directors (Hillman & Haynes, 2010). Despite this exchange, firms may suffer regulatory oversight penalties because different directors perceive and respond to risk differently (Douglas & Wildavsky, 1983; Flynn et al., 1994). Leveraging the tenets of the cultural theory of risk perception (Douglas & Wildavsky, 1983) and of …