Management Sciences and Quantitative Methods Commons^™

Covid-19 And Management Scholarship: Lessons For Conducting Impactful Research, Gerard George, Gokhan Ertug, Jonathan P. Doh, Johanna Mair, Ajnesh Prasad

Research Collection Lee Kong Chian School Of Business

The COVID-19 pandemic provided an opportunity for management scholars to address large-scale and complex societal problems and strive for greater practical and policy impact. A brief overview of the most-cited work on COVID-19 reveals that, compared with their counterparts in other disciplines, leading management journals and professional associations lagged in providing a platform for high-impact research on COVID-19. To help management research play a more active role in responding to similar global challenges in the future, we propose an integrative framework that emphasizes a phenomenon’s impact, the conditions that the phenomenon creates at multiple levels, and the responses of actors …

Developing An Instrument To Measure Group Dynamics Awareness: A Mixed Methods Study, John Weng

Dissertations

In a world that is increasingly volatile, uncertain, complex, and ambiguous, adaptive leaders are needed more than ever. Based on group relations programs developed by the Tavistock Institute, a pedagogy known as case-in-point has recently been brought to prominence and incorporated into leadership development programs. These methods claim to develop systems thinking and individuals’ leadership capacity with little prior empirical research.

This mixed methods exploratory study explored individual awareness of group dynamics, a key outcome in case-in-point programs, and adaptive leadership theory. The goal was to create an instrument to measure awareness of group dynamics: the Group Dynamics Awareness Questionnaire …

How Technology Affordances Of Sharing Economy Platforms Influence Cultural Distance And The Affective Commitment Of Immigrants At The Base Of The Pyramid, Jie Yan

Hunt Institute Working Paper Series

Within the immigrant population, there is a sub-group at the Base of the Pyramid (BoP). Compared to others, BoP immigrants receive lower incomes, have weaker informal networks, and face greater resource constraints. As more and more BoP immigrants participate in the sharing economy, we suggest that the use of sharing economy platforms by BoP immigrants would have a significant impact on their integration into a new country because it would influence cultural distance and affective commitment in multiple ways. Hence, in the present study, we seek to explore the relationships among the technology affordance of sharing economy platforms, the cultural …

Entrepreneurial Orientation And Organizational Performance: Exploring Moderated Curvilinear Relationships, Gang Fan, Mengge Li, Derrick E. D’Souza

Hunt Institute Working Paper Series

Empirical investigations of the EO–firm performance relationship have typically focused on small and medium-sized ventures and have relied on survey data. Will the shape of the relationship curve hold for firms that moved past the ‘ventures’ phase? Our study investigates a sample of 11,843 small, medium, and large publicly listed firms drawn from the COMPUSTAT database. We confirm the existence of a U-shaped EO-performance relationship, and our analysis offers new evidence on the role of EO in SMEs versus large firms. Contrary to conventional wisdom, our sample of SMEs displayed lower levels of EO than large firms, and large firms …

Idiosyncratic Deals For Single-Parent Employees And The Role Of Socio-Economic Diversity In Converting Them Into Formalized Policies, Tanushree Chatterjee

Hunt Institute Working Paper Series

Single-parents are an increasing demographic of employees within many industries who warrant special attention. This study aims to analyze customized work arrangements negotiated by single-parent employees with their supervisors, known as idiosyncratic deals (i-deals), which improves the quality of life in their work/family domains. The results can be extended to an organizational level of analysis, where the cumulative work-family enrichment is used to predict the usage of formal family policies among single-parent employees. This will help bridge the gap between individual experiences of single-parent employees and the overall perspective of the organization on promoting a better work environment for single-parents.

Teaching-Learning Patchwork Technique: Proposed Active Methodology Applied To Doctoral Education, Jonimar Silva Souza, Aloir Pedruzzi Junior, Queila Regina Sousa Matitz, Natália Rese

The Qualitative Report

The didactic-pedagogical innovation at the stricto sensu level can be the differential for a program to train qualified professionals for today's demands. Within this perspective, the study seeks to reflect on the application process and impacts of a teaching strategy based on the Teaching-Learning Patchwork Technique (TLPT) active methodology in a doctoral business administration course. Using duoethnography, the research was carried out with a teacher and two students, generating reflections of different visions about the same object, which provided a greater understanding of the phenomena experienced. The results support that TLPT promotes educational innovation from the promotion of teaching worked …

Time And Change: A Meta-Analysis Of Temporal Decisions In Longitudinal Studies, Helen Hailin Zhao, Abbie J. Shipp, Kameron Carter, Erik Gonzalez-Mulé, Erica Xu

Management Faculty Publications

Longitudinal research has grown in popularity in the field of management and organizations. However, the literature has neglected to consider the important ways in which researchers' temporal decisions can influence observed change in longitudinal studies. Researchers must make a set of temporal decisions to capture change, such as the temporal precision of the hypothesized form of change, the selection of a sample that is expected to exhibit the change, the choice of variables to be measured repeatedly, the frequency of measurements, and the time interval between measurements. However, these decisions typically are based on "educated guesses," which makes their effects …

The Impacts Of Hype And Competition On The Valuations Of Privately-Held U.S. Software Startups, Karan Sudhir Goel

CMC Senior Theses

The impacts of internal conditions on startup valuations have been well studied, but external factors such as market hype and competition have been more restricted to public company valuation research. With soaring valuations in the Generative AI market, an analysis of the relation of hype and competition to startup valuations is timely. I test three hypotheses: (1) More hype about certain business or tech-focused topics is associated with higher valuations for startups operating in those areas (2) More competition is associated with lower valuations for startups (3) The positive effect of hype on valuations is offset by the negative effect …

The Estimation Of Production Functions With Monetary Values, Jesus Felipe, John Mccombie, Aashish Mehta

Angelo King Institute for Economic and Business Studies (AKI)

For decades, the literature on the estimation of production functions has focused on the elimination of endogeneity biases through different estimation procedures to obtain the correct factor elasticities and other relevant parameters. Theoretical discussions of the problem correctly assume that production functions are relationships among physical inputs and output. However, in practice, they are most often estimated using deflated monetary values for output (value added or gross output) and capital. This introduces two additional problems—an errors-invariables problem, and a tendency to recover the factor shares in value added instead of their elasticities. The latter problem derives from the fact that …

The Impact Of Social Media On Charitable Giving For Nonprofit Organization, Namchul Shin

Journal of International Technology and Information Management

Research has extensively studied nonprofit organizations’ use of social media for communications and interactions with supporters. However, there has been limited research examining the impact of social media on charitable giving. This research attempts to address the gap by empirically examining the relationship between the use of social media and charitable giving for nonprofit organizations. We employ a data set of the Nonprofit Times’ top 100 nonprofits ranked by total revenue for the empirical analysis. As measures for social media traction, i.e., how extensively nonprofits draw supporters on their social media sites, we use Facebook Likes, Twitter Followers, and Instagram …

Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco

Journal of International Technology and Information Management

Developing an effective business analytics function within a company has become a crucial component to an organization’s competitive advantage today. Predictive analytics enables an organization to make proactive, data-driven decisions. While companies are increasing their investments in data and analytics technologies, little research effort has been devoted to understanding how to best convert analytics assets into positive business performance. This issue can be best studied from the socio-technical perspective to gain a holistic understanding of the key factors relevant to implementing predictive analytics. Based upon information from structured interviews with information technology and analytics executives of 11 organizations across the …

Una Aproximación A La Causalidad Entre El Consumo De Energía Renovable Y No Renovable, Frente Al Crecimiento Económico: Un Estudio En Países De América Latina Para El Periodo 1990 – 2020, Carlos Andres Gómez Sanguino, Arnaldo José Salgado Ruiz

Maestría en Analítica e Inteligencia de Negocios

Esta investigación analizó el nexo de causalidad entre el consumo de energía renovable, no renovable y el crecimiento económico en cinco países de Latinoamérica durante el periodo de 1990-2020. Con el objetivo de lograr este propósito, se llevaron a cabo una serie de pruebas. En primer lugar, se determinó la naturaleza del panel de datos mediante la prueba de Hausman, que permitió identificar si los efectos eran fijos o aleatorios. Los resultados indicaron que, para los datos analizados, el modelo de efectos fijos era el más apropiado. Una vez establecida la naturaleza del panel, se procedió a la validación de …

Staff Matters: Are There Risks To Using Ai In Our Practice?, Jodi Schafer Sphr, Shrm-Scp

The Journal of the Michigan Dental Association

As your practice adopts AI for hiring processes, it brings efficiency but also potential pitfalls. The increasing use of AI, such as ChatGPT, streamlines tasks like resume screening, but caution is essential. Recent executive orders emphasize safety assessments and civil rights in AI. The Equal Employment Opportunity Commission focuses on transparency and consent in recruitment AI use. Legal compliance is vital to prevent discrimination; criteria like education and experience must be applied consistently. Additionally, employee monitoring AI requires careful implementation, ensuring transparency and human oversight. While AI offers benefits, its workplace integration demands careful consideration, testing, and ongoing evaluation.

Risk Management Practices In The Aviation Industry: Lessons Learned And Effective Tools… A Mixed Method Approach, Jim W. Marion Jr. Phd, Tracey M. Richardson, Valerie Denney, Carlos Chaves

International Journal of Aviation, Aeronautics, and Aerospace

This paper provides a data-driven approach to apply lessons learned from Project Risk Management in the aviation industry. This is accomplished by performing a qualitative analysis to inform a second-pass quantitative analysis using tools like surveys, word clods and analysis through NVivo and Singular Value Decomposition (SVD). The results of this analysis show that the most important lessons are elements of early identification, rigorous risk identification and analysis and a focus on reducing risks inherent within the aviation history. Furthermore, the analysis yielded the following top tools for risks management within their phases of the project life-cycle: document review, checklists …

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

Pendekatan Design Science: Metode Penelitian Alternatif Bagi Mahasiswa Magister Manajemen, Mone Stepanus

Jurnal Manajemen dan Usahawan Indonesia

The obligation of graduate students, including Master of Management (MM) students, to publish in academic journal need to be approached wisely. Thus far, research conducted by MM students for their theses has been perceived as lacking practical contribution. This issue is also felt in business and management research in general. However, MM students are expected, in fact, to become profesionals who can offer solution to real problems faced by their organizations. The design science method could be an alternative for MM students to conduct research that is both close to practical application and still offers theoretical contribution.

This article aims …

Authentic Leadership Measures: An Authentic Measure For Authentic Leadership?, Mitch Butterworth, Jessica Black, Robert Terry

The Journal of Values-Based Leadership

This study broadly addresses some of the criticisms associated with authentic leadership theory related to measurement and antecedents. Measurement: One purpose of this study was to verify the dimensionality of authentic leadership by testing the construct validity of three measures for authentic leadership: the Authentic Leadership Questionnaire (ALQ), the Authentic Leadership Inventory (ALI), and the Authentic Leadership Integrated Questionnaire (AL-IQ), proposed by Levesque-Cote et al. (2018) as an improvement on the previous two scales. This study was designed to replicate and extend Levesque-Cote et al. (2018) study with an English-speaking sample to further test the structural validity of the AL-IQ. …

An Empirical Study Of The Relationship Between Board Chairperson Activism, Board Gender Diversity, Board Gender Inclusion, And Firm Performance, Phyu Phyu Aung Myint

Theses and Dissertations

This dissertation empirically examined the effect of board chairperson activism and board chairperson power on board gender diversity, board gender inclusion, and firm performance using a sample of boards of Fortune 500 firms. Board chairperson activism, in this dissertation context, refers to board chairpersons taking actions such as speaking out on, advocating for, or actively supporting gender equality or women leadership in business. Board gender diversity refers to the gender heterogeneity of directors in the boards whereas board gender inclusion refers to the extent to which women directors are given opportunity to participate and contribute to …

Airbnb Valuation: A Machine Learning Approach, Katherine Wyatt

Graduate Theses and Dissertations

This thesis uses a geospatially-enhanced, machine learning approach to investigate variations in rental success on the peer-to-peer property sharing website Airbnb.com. Geographic factors, listing attributes and amenities, customer response metrics, and host attributes are included in decision tree modeling to predict the short-term probability of receiving a review. The most important variables in increasing model accuracy are assessed and variations in the importance of these variables investigated using Shapley values.

Reproducibility In Management Science, MiloˇS Fišar, Ben Greiner, Christoph Huber, Elena Katok, Ali I. Ozkes, Hannah H. Chang

Research Collection Lee Kong Chian School Of Business

With the help of more than 700 reviewers, we assess the reproducibility of nearly 500 articles published in the journal Management Science before and after the introduction of a new Data and Code Disclosure policy in 2019. When considering only articles for which data accessibility and hardware and software requirements were not an obstacle for reviewers, the results of more than 95% of articles under the new disclosure policy could be fully or largely computationally reproduced. However, for 29% of articles, at least part of the data set was not accessible to the reviewer. Considering all articles in our sample …