Business Commons^™

Enhanced Prediction Of Stock Markets Using A Novel Deep Learning Model Plstm-Tal In Urbanized Smart Cities, Saima Latif, Nadeem Javaid, Faheem Aslam, Abdulaziz Aldegheishem, Nabil Alrajeh, Safdar Hussain Bouk

School of Cybersecurity Faculty Publications

Accurate predictions of stock markets are important for investors and other stakeholders of the equity markets to formulate profitable investment strategies. The improved accuracy of a prediction model even with a slight margin can translate into considerable monetary returns. However, the stock markets' prediction is regarded as an intricate research problem for the noise, complexity and volatility of the stocks' data. In recent years, the deep learning models have been successful in providing robust forecasts for sequential data. We propose a novel deep learning-based hybrid classification model by combining peephole LSTM with temporal attention layer (TAL) to accurately predict the …

Impact Of Organizational Culture And Leadership In Professional Environments, Eli Wolman

Capstone Showcase

This paper addresses the importance of a strong organizational culture and effective leadership in a professional working environment. Leadership has been shown to profoundly impact a professional working environment's performance, productivity, mental well-being, and goal attainment. Organizational Culture is the set of values and norms a group shares. As influential organizational culture proves to be effective, leadership may come in the form of several styles, including transformational leadership, directive leadership, or empowering leadership, which also play a pivotal role in the success of a group. Ultimately, even though this paper primarily prioritizes the implications of leadership and culture on professional …

Coping With Social Media Envy In Luxury Consumption: The Role Of Social Networking Site Actions, Murong Miao, Chuanyi Tang, Lin Guo, Kiran Karande

Marketing Faculty Publications

Because social networking sites (SNS) facilitate social comparison, consumer envy becomes inevitable among social media users. Drawing on social comparison and coping theories, this study examines how different types of envy lead to consumers? distinct behaviors on SNS, some of which are self-directed and focus on self-enhancement, and others are either positive or negative interactions with the envied person. Employing both the contexts of luxury product and service sharing experiences on Instagram, our four studies consistently found that while consumers who experience benign envy are more likely to interact with the envied positively, such as liking the envied? posts, those …

Through The Filter Lens: The Negative Impact Of Beauty Filters In Influencer Marketing, Faegheh Taheran, Veronica Thomas, Abdolali Mortazavi, Dana Amiri

Marketing Faculty Publications

The article focuses on the negative impact of beauty filters on followers' perceptions of social media influencers, examining how these filters affect attitudes through perceived authenticity and deception. Topics include the relationship between filter usage and follower attitudes; the mediating roles of authenticity and deception; the effects of different types of filters on influencer credibility; and highlight the importance of genuine presentation in influencer marketing.

Diversifying The Workforce: Women In Plumbing, Aviva Maxon

Scripps Senior Theses

Exploring the benefits and challenges of being women in plumbing through first person narratives.

Analyzing Employee Perceptions On Monitoring In The Workplace, Jacob W. Holden

Williams Honors College, Honors Research Projects

This literature review will focus on companies' and employees' views on electronic workplace monitoring, surveillance, and tracking, the ethicality of such activity, and the benefits and drawbacks of such activity. I conducted a literature review with the specific research question "How does a company's policy on workplace monitoring, surveillance, and tracking affect employees' or potential candidates' view on working for the company?". I discuss four scholarly articles and the implications they have on how electronic performance monitoring (EPM) systems are perceived in the workplace.

To Revise Or Not To Revise: How Feedback Type, Interpersonal Liking, And Messenger Credibility Influence Revision, Rachel Jane Jensen

Graduate Student Theses, Dissertations, & Professional Papers

Revisions inevitably occur during project creation and curation; many of which are influenced by received feedback. Previous research has highlighted the role goals, perceptions of self, and task complexity play in revision, but little research has examined how feedback type and an individual’s feelings toward their feedback giver influence revision. A quasi-experimental design examined how feedback type (additive, subtractive, or none), interpersonal liking for a feedback-giver, and perceived credibility of a feedback-giver affected students’ (n = 155) willingness to revise, self-reports of revision, and calculated actual revision score. Results indicated that participants in a feedback-receiving condition reported higher levels of …

Crossing The “Valley Of Death”: How Climate Technology Entrepreneurs Navigate Relationships With Venture Capital Investors, Allison Lucas

Wayne State University Dissertations

As the world faces the ongoing and intensifying impacts of climate change, a group of innovative changemakers known as climate tech entrepreneurs (CTEs) are working on climate adaptation, mitigation, and/or resilience efforts by brining innovative technologies to the global market (UNFCC, 2018; Endeavor 2022). To realize the full potential of these technologies—tools, techniques, specialized knowledge or skillsets—they must be developed, deployed, and implemented at scale (IPCC, 2000). To do this, CTEs require external funding support, especially during a crucial period of the start-up lifecycle known as the “valley of death”. In this period between development and commercialization, production costs and …

Essays On Corporate Debt Structure, Kyuyoung Oh

Theses and Dissertations--Finance and Quantitative Methods

The dissertation consists of three chapters exploring three different facets of corporate debt structure choice. In the first chapter, “Risk Management and the Choice between Secured and Unsecured Debt: Evidence from Natural Experiment,” I study whether and how corporate hedging affects firms’ choice between secured and unsecured debt. Exploiting the introduction of steel futures as a natural experiment, I provide causal evidence that risk management enables firms to switch from secured to unsecured debt without sacrificing debt capacity. Cross-sectional evidence supports the interpretation that risk management drives the results. The effects are stronger for firms that are more likely to …

The Relationship Of Esg Component Scores And Creditworthiness On Publicly Listed Firms In The Asean-5 Countries, Shayne Jefferson Alvarez, Charlene Ashley C. Cu, Lance L. Lamberte, Patrick Henry G. Yap, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco

Angelo King Institute for Economic and Business Studies (AKI)

ESG ratings are crucial for ASEAN-5 businesses' creditworthiness. While existing studies often concentrate on ESG's impact on financial performance or general pillars, a detailed exploration of the 10 specific ESG components in the ASEAN-5 is lacking. This study addresses this gap, examining how ESG ratings affect a company's creditworthiness (probability of default) in publicly traded companies across the ASEAN-5 countries while considering potential heterogeneity. Utilizing annual data from 2013-2022 for 10 ESG components and Eikon Refinitiv's probability of default via the Starmine Combined Credit Risk Model across ASEAN-5, the study employs a panel OLS regression model with White's Robust Standard …

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 …

Jesuit B-Schools: Powering Regional Socio-Economic Development And Problem Solving Through Analysis & Application Of Best Global Practices, María Del Pino Ramos, Anatoly Zhuplev, Jose Rincón, María José Vazquez

Librarian Publications & Presentations

Our exploratory research and development (R&D) project is a joint undertaking by two Jesuit institutions, Loyola Marymount University (LMU), U.S.A., and Universidad Loyola Andalucía (ULA), Spain. We aim to leverage collaborative potential of Jesuit B-schools to facilitate regional socio-economic development (RSED) and growth through the analysis and application of best global practices. Many universities have rich intellectual potential and information resources that are often underutilized. Our undertaking strives to engage these resources to foster positive impacts on RSED and problem-solving. The project aligns with Jesuit educational values and aims to redirect the creative power of the young generation from dependency …

Artificial Intelligence In Aviation: A Path Analysis, Leila Halawi, Mark D. Miller, Sam J. Holley

Journal of Aviation/Aerospace Education & Research

The study applied the Technology Acceptance Model (TAM) to assess trust in artificial intelligence (AI) within the US commercial aviation industry. It found that ease of use and usefulness positively influenced attitudes toward AI, impacting users’ intention to use it. However, perceived usefulness did not significantly affect meaning, purpose, and mood positively correlated with trust in AI. In some cases, higher perceived usefulness led to lower trust, indicating the complexity of trust in AI in aviation. This study highlights the importance of trust in AI and suggests the need for further investigation in the aviation context. It also recommends expanding …

Influencers Endorsement Advertising Methods On Different Social Media Platforms, Sophia R. Annaloro

Honors Undergraduate Theses

Social media marketing has opened a unique spot for Social Media Influencers. With their fame comes a lot of power over their follower's actions. Many things are at play when an influencer works with a brand to create promotional content for a product. Flow theory suggests that an abrupt advertisement does not match the pace or aesthetic of the content they are currently consuming. When one's viewing is abruptly interrupted by an advertisement, the consumers are now aggravated by the product. Distinctive characteristics of different platforms are likely to develop flow differently. This study analyzed how passive versus active product …

Supervisor Integrity Empowers Employees To Advocate For Diversity In Problematic Climates, Timothy G. Kundro, Brett H. Neely Jr., Cindy P. Muir (Zapata)

Department of Management: Faculty Publications

Supervisors struggle to encourage employees to engage in diversity advocacy—key behaviors that help promote more equitable workplaces. Research hints that one reason for this struggle may be that employees lack the empowerment to engage in such behaviors. Drawing on perspectives that conceptualize diversity advocacy as a moral and virtuous behavior, we integrate research on leadership and empowerment to suggest that supervisor integrity can empower observers to engage in diversity advocacy. In exploring boundary conditions, we draw on performance models to counterintuitively suggest that this effect is strongest when employees perceive a negative diversity climate, as employees see the greatest need …

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 …

How Does Digitalisation Transform Business Models In Ropax Ports? A Multi-Site Study Of Port Authorities, Yiran Chen, Anastasia Tsvetkova, Kristel Edelman, Irina Wahlström, Marikka Heikkila, Magnus Hellström

Journal of International Technology and Information Management

This article investigates the relationship between digitalisation and business model changes in RoPax ports. The study is based on six RoPax ports in Northern Europe, examining their digitalisation efforts and the resulting changes in their business models, leading to further digital transformation. The paper offers insights by reviewing relevant literature on digitalisation’s role in business model innovation and its application in ports. The findings reveal that digitalisation supports relevant business model changes concerning port operation integration within logistics chains, communication, documentation flow, and cargo flow optimisation. However, exploring digitalisation’s potential for diversifying value propositions is still limited. Most digitalisation efforts …

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 …

Media And Internet Censorship In India: A Study Of Its History And Political-Economy, Ramesh Subramanian

Journal of International Technology and Information Management

The Indian Constitution, which came into force on January 26, 1950, guarantees various fundamental rights, such as the freedom of speech and expression, freedom of religion, rights to form association, as well as rights to privacy. Yet, since the adoption of the Constitution, the Indian citizen has been subject to varying degrees of media censorship and surveillance. This paper seeks to delve into the historical evolution of media and Internet censorship and surveillance in India. It shows how media censorship of varying types have existed since the British colonists introduced restrictive laws in order to expand and control the native …

Activities Tailoring Within Agile Scrum Roles: A Case Of Nigerian Healthcare Information Systems Development, Yazidu Salihu, Julian Bass, Gloria Iyawa

Journal of International Technology and Information Management

Developing quality agile healthcare information systems requires understanding regulatory compliance and evolving healthcare needs through activities tailored within agile scrum roles. Agile scrum, a widely adopted philosophy, offers significant advantages in managing software development processes. This research explores how activities within the agile scrum roles are tailored to agile healthcare information systems development within the Nigerian context. This study adopted a qualitative case study methodology and interviewed 12 agile practitioners developing healthcare information systems within Nigeria using semi-structured open-ended interview guide questions. The practitioners were selected based on a snowballing process, a sunset of purposive sampling techniques from our network …

The Effects Of Leader Member Exchange Differentiation On Task Performance And Organizational Citizenship Behaviors, Junhui Gan

Dissertations and Theses Collection (Open Access)

This study delves into the intricate dynamics of Leader-Member Exchange (LMX) within working teams, with a specific focus on Leader-Member Exchange Differentiation (LMXD) and its subsequent impact on task performance and Organizational Citizenship Behaviors (OCB). Utilizing a comprehensive, multisource dataset comprising 394 employees across 120 store teams in three furnishing shopping malls in Zhejiang Province, China, this research employs a two-wave data collection methodology to examine the proposed theoretical model.

Contrary to prevailing assumptions in the LMX literature, this study reveals that LMXD does not significantly influence anticipated team conflict, nor does it exert indirect effects on task performance and …

Research On The Industrial Chain Network-Driven Innovation Model Of China's Audio-Visual Industry Park, Yang Chen

Dissertations and Theses Collection (Open Access)

This dissertation explores the model through which Chinese audio-visual industry parks drive innovation leveraging industrial chain networks, with Xing Guang Movie and Television Park as the core case study. It also integrates analyses of several other representative Chinese audio-visual industry parks. Based on these case analyses, it identifies critical elements essential for successful innovation within audio-visual industry parks driven by industrial chain networks, thereby providing a realistic foundation for the theoretical framework of the thesis.

Drawing on innovation theory, network theory, industrial chain network theory, and collaborative capability theory, this study abstracts the model driving innovation through industrial chain networks …

The Pursuit Of Peace: Adlai Stevenson’S Impact On The Cuban Missile Crisis, Alexandra M. Buonanno

Pell Scholars and Senior Theses

This paper explores the idea that Adlai Stevenson was a more significant member of the Executive Committee of the National Security Council and voice for peace than given credit for. It includes the betrayal of Stevenson by JFK during the Bay of Pigs fiasco and how many members of the Kennedy administration felt Stevenson was too naive and weak to be an ambassador to the United Nations during the Cold War. This papers seeks to prove that without Adlai Stevenson the Cuban Missile Crisis would have ended horrifically rather than peacefully.

Eco-Illusions: Unveiling Greenwashing Techniques On Corporate Social Media, Madeline B. Davis

Pell Scholars and Senior Theses

As the climate crisis continues, businesses are becoming savvier with how they communicate their environmental impact to their audiences. Greenwashing, the act of making unsubstantiated claims about the environmental friendliness of products, is becoming more popular amongst unsustainable corporations. Past research shows that companies are using specific techniques to deceive consumers. By conducting a content analysis of five corporate Instagram accounts from companies with past greenwashing allegations, this research used four main criteria to categorize greenwashed posts: color palette recurrent language, pleasant nature imagery, and vague appeals. Vague appeals were most commonly used online. Understanding how companies are perpetuating greenwashing …

Jimmy Carter’S Dilemma: The American Boycott Of The 1980 Summer Olympics, Grace E. Schoales

Pell Scholars and Senior Theses

Amidst strong political tension and the global uncertainty of the Cold War, an unlikely group of American college students took their skills to the Olympic ice in 1980, unknowingly preparing to make history. They defeated the notoriously tough Soviet Union team, boosting American pride across the nation. This victory left the U.S. feeling unstoppable and ready to face off against the Soviets again in a few months at the Moscow Summer Games. There was just one problem- the Carter Administration would soon announce the United States’ official boycott of the Games. This followed heightened Cold War tensions due to the …

Customer Experience Quality With Social Robots: Does Trust Matter?, Sanjit K. Roy, Gaganpreet Singh, Saalem Sadeque, Richard L. Gruner

Research outputs 2022 to 2026

Although service providers increasingly adopt social robots, much remains to be learned about what influences customers' experiences with robots. To address this issue, this study investigates the relationships among customer equity drivers (i.e., value equity, brand equity and relationship equity), trust in social robots, and trust in service providers. Specifically, we hypothesize that customer equity drivers influence trust in social robots and trust in service providers. We also propose that customer equity drivers influence customer experience quality in the context of social robots and that trust in social robots and trust in service providers mediate these relationships. The study used …

Opportunities And Challenges Posed By Disruptive And Converging Information Technologies For Australia's Future Defence Capabilities: A Horizon Scan, Pi-Shen Seet, Anton Klarin, Janice Jones, Mike Johnstone, Helen Cripps, Jalleh Sharafizad, Violetta Wilk, David Suter, Tony Marceddo

Research outputs 2022 to 2026

Introduction: The research project's objective was to conduct a comprehensive horizon scan of Network Centric Warfare (NCW) technologies-specifically, Cyber, IoT/IoBT, AI, and Autonomous Systems. Recognised as pivotal force multipliers, these technologies are critical to reshaping the mission, design, structure, and operations of the Australian Defence Force (ADF), aligning with the Department of Defence (Defence)’s offset strategies and ensuring technological advantage, especially in the Indo-Pacific's competitive landscape.

Research process: Employing a two-pronged research approach, the study first leveraged scientometric analysis, utilising informetric mapping software (VOSviewer) to evaluate emerging trends and their implications on defence capabilities. This approach facilitated a broader understanding …

The Lived Experience Of Acculturation And Transnationalism Of The First And Second Generation Of Post-2004 Polish Migrants In Ireland. An Interpretative Phenomenological Analysis, Joanna Kossykowska

Doctoral

This thesis intersects the theoretical fields of migrant acculturation and transnationalism. The key research question guiding this study is: How do the first and second-generation Polish migrants in Ireland make sense of the experience of acculturation and transnationalism? Despite much research on immigrants in Ireland, qualitative studies still need to be done on Ireland's 'new' communities. Psychological research is scarce on the lived experience of acculturation and transnational connections with the home country of first and secondgeneration Polish migrants. Thus, this thesis considers migration at a micro level, and the focus is to explore the phenomenon of psychological acculturation at …

Financial Literacy In The Era Of Artificial Intelligence. Towards Financial Inclusion. Opening Remarks, Łukasz Kurowski, Anna Szelągowska

Journal of Banking and Financial Economics

Financial Literacy in the Era of Artificial Intelligence. Towards Financial Inclusion. Opening Remarks

Entire Volume Journal Of Banking And Financial Economics 2024, 1(21)

Journal of Banking and Financial Economics

Entire Volume Journal of Banking and Financial Economics 2024, 1(21)