Digital Commons Network^™

Exploring The Stem Career Identity Development Of Black Women Across Their Lifespan, Veronica Hurd

Theses and Dissertations

Although STEM is the fastest-growing career sector, Black women are grossly underrepresented as they account for 2.5% of the workforce. Research highlights that this underrepresentation is due to racialized structures in K-12, postsecondary, and career settings that restrict Black girls’ and women’s STEM opportunities. While macrosystems such as hegemonic ideologies, attitudes, and social conditions shape Black girls’ and women’s opportunities in STEM, they continue to persist and achieve their career goals. To explore these barriers and Black women’s persistence in this industry, this study draws from the autobiographical memories of 10 Black women in the field or formerly in the …

Predicting Crises On The African Frontier Stock Markets With Investor Sentiment Indicators: A Machine Learning Approach, David Korsah, Lord Mensah

Journal of International Technology and Information Management

This study examined the predictive ability of machine learning algorithms in identifying crises within African stock markets. The study employed seven distinct machine-learning models, analyzing historical stock prices from eight stock markets, three major sentiment indicators, and the exchange rates of local currencies against the US dollar, with each data spanning from May 1, 2007, to April 1, 2023. Extreme Gradient Boosting (XGBoost) emerged as the most effective algorithm for predicting crises. Historical stock prices and exchange rates were identified as the most critical features for prediction. On the sentiment side, investors’ perceptions of potential volatility on the S&P 500, …

How Can Chinese Culture Go Abroad? Evidence From Successful Establishment Of Chinese Academic Foreign Translation Projects, Tian Lan

Dissertations and Theses Collection (Open Access)

Compared to Chinese economy scale, the global understanding and recognition of Chinese culture are quite superficial, it is crucial to promote Chinese culture go abroad through academic exchanges between China and other countries. This study explores and validates the relationship and applicability of Chinese culture “Going Global” based on the translation project of Chinese academic works. Through case analysis and the development of data models, it aims to provide theoretical guidance and practical tools for relevant institutions and individuals.

The study begins with qualitative research on cases, describing and analyzing typical examples to demonstrate how Chinese Academic Translation (CAT) projects …

Insights In Adaptation: Examining Self-Reflection Strategies Of Job Seekers With Visual Impairments In India, Akshay Kolgar Nayak, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Significant changes in the digital employment landscape, driven by rapid technological advancements and the COVID-19 pandemic, have introduced new opportunities for blind and visually impaired (BVI) individuals in developing countries like India. However, a significant portion of the BVI population in India remains unemployed despite extensive accessibility advancements and job search interventions. Therefore, we conducted semi-structured interviews with 20 BVI persons who were either pursuing or recently sought employment in the digital industry. Our findings reveal that despite gaining digital literacy and extensive training, BVI individuals struggle to meet industry requirements for fulfilling job openings. While they engage in self-reflection …

Quickque: Enabling Quick Access To Information In User Reviews For Screen Reader Users, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Efficiently perusing online customer reviews is presently challenging for blind users, who rely on a screen reader that supports predominantly one-dimensional narration of content via keyboard shortcuts. To address this, with restaurant reviews as seminal case study, we developed QuickCue, a browser extension prototype that enables screen reader users to quickly obtain the positives and negatives regarding different aspects of a restaurant (e.g., food quality, hygiene, ambiance), without having to sift through numerous reviews containing redundant information. At its core, QuickCue utilizes a large language model to perform aspect and sentiment-based joint classification of reviews to group them based on …

Llms Enhance Emotional Expression While Maintaining Analytical Depth In News Writing, Samuel Mazzone, Jonah Harlan, Larry Zhiming Xu, Terence T. Ow

Management Faculty Research and Publications

As the impact of generative artificial intelligence (GenAI) becomes increasingly evident in automated journalism, leveraging its potential while mitigating the risks becomes a priority in research. To address this need, our study evaluated the performance of large language models (LLMs) in news writing. We tested 11 LLMs by having them rewrite headlines and content from articles published by Milwaukee Neighborhood News Service (NNS) between 2011 and 2023. The analysis and comparison of 3,623 human-written and 39,853 AI-adapted news pieces showed that different LLMs consistently enhanced emotional expression in headlines (Cohen’s d = .33) and in news content (Cohen’s d = …

A Power Dependence Model Of The Impact Of Leader Impostorism On Supervisor Support And Undermining: The Moderating Role Of Power Distance, Xueqi Wen, Zihan Liu, Feng Qiu, Keith Leavitt, Xingyu Wang, Ziyang Tang

Research Collection Lee Kong Chian School Of Business

Leaders, often perceived as possessing exceptional confidence and competence, are not immune to feelings of self-doubt. Leader impostorism describes the experience that one’s attributes, experiences, skills, and abilities fall short of the standards expected in the leadership role, resulting in a sense of deception in fulfilling leadership responsibilities. While existing research has examined the antecedents and individual outcomes of leader impostorism, its implications for leaders’ treatment of subordinates remain largely unexplored. In this research, we investigate the downstream consequences of leader impostorism on behaviors directed toward subordinates. Integrating research on leader impostorism with power dependence theory, we propose that for …

A Bounded Custom Gpt Structures Operational Knowledge For Small-Industry Decision Support, Ikhwan Arief, Alizar Hasan, Nilda Tri Putri, Hafiz Rahmann

Knowledge Engineering and Data Science

Small manufacturing and craft-based firms increasingly use Generative Artificial Intelligence (GenAI) through public chat interfaces, low-cost tools, and informal experimentation. However, these firms often make operational decisions with incomplete records, tacit owner knowledge, fragmented spreadsheets, and limited managerial capacity. Under such conditions, open-ended chatbots may generate fluent but unsafe recommendations by overlooking missing information, contradictory evidence, feasibility constraints, and implementation constraints. This study presents Asisten Cerdas Industri Kecil as a bounded Custom GPT artifact for operational diagnosis, priority selection, and short-horizon action planning in small industries. Using a Design Science Research approach, the study develops a documented artifact corpus comprising …

The Perceptions Of Training And Development And Emotional Intelligence Among Virtual Leaders In Public And Private Institutions Of Higher Education, Ryan J. Trautweiler

Theses and Dissertations

This applied qualitative dissertation explored virtual leadership in higher education, examining virtual leaders' perceptions of training and development and emotional intelligence. Using an inductive research approach, data were collected through semistructured interviews and a questionnaire distributed via Google Forms to eight virtual leaders from public and private higher education institutions. Data were analyzed using interpretive phenomenological analysis (IPA) and thematic analysis to identify key patterns and themes. Findings revealed distinctions between public and private institutions. In public institutions, training and development focused on faculty preparedness, resourcefulness in overcoming limitations, and its impact on student engagement. In private institutions, training was …

Journey To Well-Being: An Exploration Of Thrivership Post-Domestic Violence, Kader Gumus

Antioch University Dissertations & Theses

Domestic violence profoundly affects multiple facets of a survivor’s life. While most existing literature on survivorship addresses the immediate aftermath of domestic violence, this study delves into the extended process following the trauma of abuse to attain “thrivership,” a new concept in the scholarly and practice literature that emphasizes enduring well-being and flourishing. This dissertation examines the journeys from surviving to thriving for 13 women who transformed themselves and their lives to achieve well-being after traumatic domestic violence. Bronfenbrenner’s ecological systems theory was applied to examine the multiple layers of environmental influences on an individual’s development, including the micro, meso, …

Leveling The Playing Field: Comparing School-Based Interventions For Academic Success In Student Athletes With Learning Disabilities, Eryk Ramon Sanchinelli-Salazar

Antioch University Dissertations & Theses

This dissertation examined the disparities in school-based interventions for student athletes without learning disabilities versus those with learning disabilities. Learning disabilities are defined as disorders that impact language comprehension, mathematical abilities, motor coordination, and attention. The perspectives of special education teachers, general education teachers, administrators, and coaches are considered in this analysis. This research used open ended qualitative interview questions with general education teachers, special education teachers, administrators, and coaches to gain an understanding of what supports they are providing for their student athletes with learning disabilities as opposed to their student athletes without learning disabilities. Through qualitative interviews with …

Value Co-Creation In Live Streaming Through Tourism Scenes: A Contextual Marketing Perspective, Jun Yu, Chaowu Xie, Songshan Huang

Research outputs 2022 to 2026

Purpose: This study aims to identify a value co-creation framework for live streaming through tourism scenes (LStTS). It also clarifies the value attributes of LStTS and makes an empirical test. Design/methodology/approach: The study used a mixed-method approach. In Study 1, a total of 12,216 pieces of viewers’ comments and ten web news reports were coded and analyzed employing a grounded theory approach. In Study 2, data were collected from 587 Douyin e-commerce users. Exploratory factor analysis and partial least squares structural equation modeling were used to test the value co-creation framework of LStTS. Findings: In Study 1, six value attributes …

Co-Opted Directors And Corporate Climate Risk Disclosure, Rashid Zaman, Ummara Fatima, Muhammad Bilal Farooq, Soheil Kazemian

Research outputs 2022 to 2026

Purpose: This study aims to examine whether and how the presence of co-opted directors (directors appointed after the incumbent CEO) influences corporate climate risk disclosure. Design/methodology/approach: This study comprehensively analyses 2,975 firm-year observations of US-listed companies, using ordinary least squares with industry and year-fixed effects. To confirm the reliability of the study results, the authors used several techniques, including propensity score matching, to address potential issues with functional form misspecification, analysed a subset of companies where co-option persisted over two consecutive years to mitigate concerns regarding reverse causality and difference-in-differences estimation, using the cheif executive officer’s (CEO’s) sudden death as …

Enhancing Phygital Customer Experience Through Generative Ai: A Social Listening Method For Strategic Retail Decision-Making, Zahra Dahish, Shah J. Miah, Ameet Pandit, Sanjit K. Roy

Research outputs 2022 to 2026

The use of Generative Artificial Intelligence (GAI) to transform vast amounts of textual content for strategic insights have been a rapidly growing trend for business researchers. Although various studies have identified applications of GAI in business operations, aspects related to strategic support are yet to be fully developed in the relevant literature. This paper introduces a new GAI-enabled social listening solution that integrates advanced text analytics techniques: (a) Long Short-Term Memory (LSTM)–a specialized form of Recurrent Neural Network (RNN) adept at capturing long-term dependencies through its memory function over time, and (b) Google BERT (Bidirectional Encoder Representations from Transformers). Our …

Dei And Discrimination In The Marketing Industry: Exploring The Lived Experiences In The Workplace. Evidence From Western Australia, Ashlee Morgan, Melissa Fong-Emmerson, Steven D’Alessandro, Marie Ryan

Research outputs 2022 to 2026

This paper explores the lived experiences of individuals in the Western Australian marketing industry, focusing on diversity, equity and inclusion (DEI) within the workplace. Through a survey of 573 marketing professionals, the study gathered both qualitative and quantitative data on perceptions and attitudes towards DEI, and personal experiences of discrimination. The findings indicate strong support for DEI within the marketing workforce, with 76.6% agreeing that diversity and inclusion are important in the workplace, and 78.1% affirming that DEI should be a business priority. Yet, 25% reported personal experiences of workplace discrimination, underscoring the urgent need for organisations to listen to …

The Missing Link In Urban Tourism: Connecting Leisure, Accessibility And Resident Participation For Enhanced Value, Juliana Juliana, Amelda Pramezwary, Arifin Djakasaputra, Moh Muhlis Anwar, Ferry Jie

Research outputs 2022 to 2026

This study aims to explore the interrelationships between urban leisure opportunities, accessibility of cultural resources, residents’ active engagement in urban tourism and their perceptions of tourism value. By examining these dynamics, the study seeks to provide insights into fostering sustainable urban tourism that benefits both residents and visitors. A quantitative research design was employed, utilizing a structured survey distributed to urban residents. Partial least squares-structural equation modeling (PLS-SEM) was used to analyze the relationships among variables, supported by reliability and validity tests. Bootstrapping techniques further assessed the robustness of the hypotheses. The results indicate significant positive relationships among the studied …

Path Nets: Concurrence And Recurrence In The Dynamics Of Organizing, Brian T. Pentland, Waldemar Kremser, Kenneth T. Goh

Research Collection Lee Kong Chian School Of Business

This article proposes a link between temporal structuring and the dynamics of organizing that is manifest in a fabric of concurrent paths that we call a path net. Path nets are shaped by mechanisms of temporal structuring, such as entrainment, planning, agency, and chance. Path nets materialize the effects of temporal structuring “here” and “now” in the comings and goings of actors and resources, thereby setting the stage for doings and sayings of situated practice and shaping the dynamics of organizing. Path nets offer a parsimonious system of picturing the complexity of organizing that is built on a processual ontology …

Risk And Crisis Communication Research In Singapore, Augustine Pang, Jerena Ng, Jason Shi-Yang Lim

Research Collection Lee Kong Chian School Of Business

This chapter aims to capture the latest insights on the state of risk and crisis communication research in Singapore, examined through the theoretical lens posited by Situational Crisis Communication Theory (SCCT) (Coombs, 2023). This chapter is divided into three sections: the first, consolidates risk and crisis communication research studies, the second examines the state of research, and the third offers a case study on the research conducted. Last but not least, we offer some suggestions on how research can grow. It is hoped that this chapter can offer a comprehensive view of risk and crisis communication research in Singapore and …

The Pursuit Of Sustainability In Solar Power Generation, Leni John

Open Access Dissertations

Solar energy has become an important source of power generation. Like all technologies, photovoltaic (PV) components have limitations in their usefulness and operational effectiveness. The rapid development of solar power technology, along with the costs and requirements for long-term maintenance, complicate the serviceability of these technologies when they become obsolete. As critical component spare parts are depleted, warranties expire, or original equipment manufacturers cease support for their legacy technology, it poses a significant risk to maintaining PV power plant operations. As a result, owners lack a comprehensive Decision Support System (DSS) to address failures in obsolete technology.

This dissertation aims …

Breaking The Language Barriers? Machine Translation Technology And Analysts’ Forecasts For Firms With Foreign Operations, Bingxu Fang, Pengkai Lin

Research Collection School Of Accountancy

We study the impact of machine translation technology on analysts’ forecasts for firms with foreign operations. Exploiting the staggered rollout of Google Translate’s support for translating foreign languages into English, we find that U.S. analysts improve their forecast accuracy for firms with substantial business exposure to the corresponding foreign countries. We obtain similar evidence using an international sample of analysts covering firms outside their home countries. The improvement in forecast accuracy is greater for analysts with limited language skills or brokerage resources to process foreign information. Further analysis suggests that analysts raise more questions about firms’ foreign exposure during conference …

Redesigning Executive Incentives: The Rising Role Of Subjective Performance Measures, Zackery D. Fox

Faculty Publications

Despite the growing use of subjective performance incentives used in executive bonuses, empirical evidence on their effectiveness remains inconclusive. This study explores three aspects of subjective metrics in bonus plan design: their prevalence, the goals they target, and their impact on managerial behavior and firm outcomes. First, I document 53.8 percent of CEO bonus plans include at least one subjective performance measure, and among these plans, an average of 38.9 percent of total bonus weight is allocated to these measures. Using machine learning, I show subjective metrics target incentives related to employees, firm culture, and executive performance. Second, using the …

Growing Together: Strategies For Attracting And Retaining Community-Reflective Early Learning Professionals, Tonya Jo Coker

Educational Leadership Professional Doctorate Dissertations

The recruitment and retention of a diverse early learning workforce remains a critical challenge in special education. This study explores the multifaceted issues of workforce shortages, turnover rates, and the disparity between the demographics of educators and students in the Department of Early Learning within an education service district in Oregon. Through a detailed analysis of historical and current data, this study identifies systemic challenges contributing to the difficulty in attracting and retaining qualified staff, especially those who are representative of the communities they serve. Using improvement science as a methodological framework, the study tested change ideas focused on recruitment, …

Personalized Persuasion In The Digital Age: A Data-Driven Approach To Effective Communication, Annye Braca

Doctoral

This thesis investigates the potential of Machine Learning (ML) to personalize persuasive marketing messages. It explores the identification of individuals receptive to specific persuasion techniques based on their psychometric profiles. By developing ML models that incorporate these profiles, the thesis aims to predict the impact of tailored messages and improve the effectiveness of marketing communication.

Analysis Of Safety Investment : Economic Benefit In Arctic Shipping To Shipping Companies And The Arctic Coastal States, Junjie Wan

World Maritime University Ph.D. Dissertations

Global warming severely affects the Arctic region, including ice coverage and thickness. In contrast, it allows unprecedented navigation opportunities for more extended periods each year, attracting maritime stakeholders because of the potential distance reduction compared to shipping corridor routes. However, mitigating Arctic navigation hazards requires safety investments, especially from shipowners and Arctic coastal states. When allocating limited resources to safety, decision-makers should efficiently prioritize their investments. This research aims to determine how to optimize shipping companies and Arctic coastal states’ safety investments. It begins with a comprehensive analysis of safety investments and safety economic benefits in Arctic shipping. Then, an …

A Discourse Analysis Of The Development Of Institutional Compliance Mechanisms At The International Maritime Organization, Rebecca Pskowski

World Maritime University Ph.D. Dissertations

The International Maritime Organization (IMO) plays a pivotal and essential role in international maritime governance, providing a forum for nation states to develop and agree to international standards for maritime safety and security and the protection of the marine environment. IMO is widely perceived to be one of the most successful universal international organizations (IOS), because of the high technical quality of the conventions and other legal instruments it develops, and the near-universal acceptance of most of those instruments. IMO could be seen as an exemplar of the "technical" specialized United Nations agency, where nation-states set aside politics to agree …

Technology Emancipative And Traditionalist Value In Cross-Cultural Market Segmentation, Maria Petrescu, Burak Cankaya, Marie-Odile Richard, Aidin Namin

Publications

This article identifies five key consumer segments based on digital technology-related behavior, attitudes toward technology (ATT), and cultural values, using cross-cultural data from the large-scale World Values Survey and national data from Pew Research data, and a combination of traditional clustering, latent class analysis, and explainable artificial intelligence (XAI) methods. The segments— Moderate Tech Enthusiasts, Highly Religious Traditionalists, Tech-Savvy Cosmopolitans, Secular Emancipatives, and Conservative Technophobes— reveal varying degrees of technology adoption and cosmopolitanism across cultures. The results indicate the interconnectedness between consumer behavior and attitudes toward technology, emancipative values, religiosity, political orientation, and cosmopolitanism, as well as the influence of …

Literacy Story Mapping: Empowering Bogoran Hamlet In Indonesia Through Among E3cho Program, Luky Tiasari, Shanta Rezkita, Vita Tri Wahyuni, Deyas Fito Nurochman, Annisa Hapsari, Dwi Setiawan

ASEAN Journal of Community Engagement

This paper outlines the implementation of Among Education, Environment, Economic, Culture, Healthy, and Outcome (Among E³CHO), a community engagement program in Bogoran Hamlet in Trirenggo Region of Bantul Regency, Yogyakarta, Indonesia. Among E³CHO initiative consists of multiple education, environment, economic, culture, and health engagement sessions aimed at generating a literacy story map, Peta Cerita Berliterasi, as an integrated outcome of community capacities. The program development followed community-based research methodologies, starting with the identification of challenges facing by the community using comprehensive questionnaires, followed by multiple community engagement programs. In the program, the health …

Behavioral Accounting As A Catalyst In The Organizational Transformation Process Toward Sustainability, Ni Wayan Yellow Prinsis Dayani, I Gusti Ayu Nyoman Budiasih

Jurnal Akuntansi dan Keuangan Indonesia

This research investigates the role of behavioral accounting as a catalyst in the organizational transformation process towards sustainability using phenomenological methods. The study aims to explore how behavioral accounting identifies individual behavioral factors, designs efficient sustainability systems, and enhances organizational commitment to sustainable practices. The research employs observation, secondary data analysis, and semi-structured interviews with organizational internal team, analyzed through Interpretative Phenomenological Analysis (IPA). Findings indicate that behavioral accounting contributes to organizational sustainability by enhancing transparency in accounting information, thereby minimizing the risk of fund misuse and ensuring efficient resource allocation. This research supports behavioral accounting as pivotal in shaping …

Research Summaries: Access To Education, Erica Jensen

Journal of Nonprofit Innovation

No abstract provided.

Full Issue: Access To Education, Angie Holzer

Journal of Nonprofit Innovation

No abstract provided.