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Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim 2024 Claremont Colleges

Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim

CMC Senior Theses

Artificial Intelligence (AI) has positively transformed the Financial services sector but also introduced AI biases against protected groups, amplifying existing prejudices against marginalized communities. The financial decisions made by biased algorithms could cause life-changing ramifications in applications such as lending and credit scoring. Human Centered AI (HCAI) is an emerging concept where AI systems seek to augment, not replace human abilities while preserving human control to ensure transparency, equity and privacy. The evolving field of HCAI shares a common ground with and can be enhanced by the Human Centered Design principles in that they both put humans, the user, at …


Promoting Esg Investing By Trustees: Risk Management And Structuring Solutions, Vincent OOI, Alvin W. L. SEE 2024 Singapore Management University

Promoting Esg Investing By Trustees: Risk Management And Structuring Solutions, Vincent Ooi, Alvin W. L. See

Research Collection Yong Pung How School Of Law

The world is falling behind on its commitments to tackle some of the most pressing problems of this century: climate change, inequality, and other obstacles to building a sustainable future. In 2015, all Member States of the United Nations adopted the 2030 Agenda for Sustainable Development which set out 17 Sustainable Development Goals (‘UNSDG’) and 169 targets spanning the spectrum of environmental, social and economic dimensions of development. At the mid-point to 2030, the UN Secretary-General reported that of the roughly 140 targets for which data is available, about 12 per cent are on track; more than half are moderately …


J Mich Dent Assoc January 2024, 2024 American Dental Association

J Mich Dent Assoc January 2024

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

The January issue sets the foundation for Children’s Dental Health Month in February, the reader will find the following original content:

  • A cover commentary on Pediatric Dentistry
  • A feature article on “Silver Diamine Fluoride as a Caries Management Option for the Young Child”.
  • A feature on “Considerations Concerning Obesity-Related Education for Parents of Young Children”.
  • Professional advice commentary on “Staying Focused on a Moving Target: Coping …


Leadership And Environmental Sustainability: An Integrative Conceptual Model Of Multilevel Antecedents And Consequences Of Leader Green Behavior, Hannes Zacher, Clara Kühner, Ian M. Katz, Cort W. Rudolph 2024 Leipzig University

Leadership And Environmental Sustainability: An Integrative Conceptual Model Of Multilevel Antecedents And Consequences Of Leader Green Behavior, Hannes Zacher, Clara Kühner, Ian M. Katz, Cort W. Rudolph

Psychology Faculty Publications

Environmental sustainability is a strategic and ethical imperative for organizations, and numerous studies have investigated associations between leadership and employee pro-environmental or “green” behavior. However, these studies have typically focused on leadership styles that conflate leader behavior with its assumed antecedents or consequences. Moreover, the literature on relations between leadership and environmental sustainability constructs is fragmented and in need of systematic integration to effectively guide future research and practice. Accordingly, we pursue three goals in this conceptual paper. First, after a brief review of key insights from extant theoretical and empirical research, we define leadership in the context of environmental …


Revisiting The Effect Of Bank Deregulation On Income Inequality, William B. Hankins, Anna-Leigh Stone, Gary Hoover 2024 Jacksonville State University

Revisiting The Effect Of Bank Deregulation On Income Inequality, William B. Hankins, Anna-Leigh Stone, Gary Hoover

Research, Publications & Creative Work

We use recently developed difference-in-differences methodologies and a panel of U.S. states over the period 1960 – 2015 to examine how bank branching deregulation impacted state-level income inequality. Existing research relying on traditional two-way fixed effects (TWFE) estimates and event studies provide mixed results. However, these results potentially suffer from biases due to treatment effect heterogeneity and the failure to account for multiple related treatments. Using bias-corrected difference-in-differences procedures and properly accounting for the timing of treatment, we find evidence that the combined effect of intrastate and interstate banking deregulation increased the income share of the top 10%, 5%, and …


Climate Change Concerns And Mortgage Lending, Tinghua DUAN, Frank Weikai LI 2024 IESEG School of Management

Climate Change Concerns And Mortgage Lending, Tinghua Duan, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

We examine whether beliefs about climate change affect loan officers’ mortgage lending decisions. We show that abnormally high local temperature leads to elevated attention to and belief in climate change in a region. Loan officers approve fewer mortgage applications and originate lower amounts of loans in abnormally warm weather. This effect is stronger among counties heavily exposed to the risk of sea-level rise, during periods of heightened public attention to climate change, and for loans originated by small lenders. Additional tests suggest that the negative relation between temperature and approval rate is not fully explained by changes in local economic …


Corporate Social Responsibility, Advertising Intensity, And Performance: The Importance Of National Philanthropic Environments, Alexey V. Semenov, Arilova A. Randrianasolo 2024 Belmont University

Corporate Social Responsibility, Advertising Intensity, And Performance: The Importance Of National Philanthropic Environments, Alexey V. Semenov, Arilova A. Randrianasolo

Funded Scholarship

This study investigates the relationships among Corporate Social Responsibility (CSR), advertising intensity, and performance in different national philanthropic environments. National philanthropic environment is defined as the propensity of a nation to be philanthropic. Employing institutional theory, we hypothesize that (1) advertising intensity mediates the CSR/performance relationship, (2) national philanthropic environment moderates the relationship between CSR and advertising intensity, and (3) national philanthropic environments moderate the relationship between advertising intensity and performance. Using a sample of 262 firms from 10 countries, the results support the moderated mediation model. We demonstrate that the success of CSR programs depends on their effective integration …


Why The Ethical Use Of Ai Matters For Your Career, Jack MCGUIRE, David DE CREMER, Yorck HESSELBARTH, Leander DE SCHUTTER 2024 Singapore Management University

Why The Ethical Use Of Ai Matters For Your Career, Jack Mcguire, David De Cremer, Yorck Hesselbarth, Leander De Schutter

Research Collection Lee Kong Chian School Of Business

In the contemporary digital era, innovations such as artificial intelligence (AI) are profoundly transforming the business landscape (De Cremer, 2020). The buzz surrounding ChatGPT, coupled with recent assertions about the sentience of Google’s LaMDA, a large language model, underscore the prominence of chatbot technology in these advancements (Adamopoulou & Moussiades, 2020; Ryu & Lee, 2018; Tiku, 2022). Customer-oriented chatbots, an emergent application of this tech, offer unparalleled efficiency and cost-effectiveness, operating ceaselessly and responding to client inquiries in real time (Salesforce, Research, 2019). Yet, amidst these advantages lies an ethical conundrum. Customers cherish genuine human interaction and can become quickly …


Ethics In Action: Exploring B Corporation Certification, Value Congruence, And Empathy Within Organizations, Jiahui Lu 2024 West Virginia University

Ethics In Action: Exploring B Corporation Certification, Value Congruence, And Empathy Within Organizations, Jiahui Lu

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation is comprised of three studies. It explores ethical practices within organizational settings from three different perspectives: a macro perspective, an individual perspective, and a micro-level interaction perspective. The first study examines the earnings management behavior of B Corporation managers, providing a macro view of how an external corporate certification may address the broader issue of business ethics. The findings of this study contribute to the legitimacy of B Corporations and our understanding of the relationship between corporate social responsibility and earnings management. The second study investigates the effect of value congruence on employee whistleblowing at for-profit social mission …


Board Commitment, Continuous Education Program And Firm Performance: A Law And Governance Context, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith 2024 Edith Cowan University

Board Commitment, Continuous Education Program And Firm Performance: A Law And Governance Context, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith

Research outputs 2022 to 2026

The majority of worldwide corporate governance codes mandate that directors allocate an adequate amount of time to fulfil their responsibilities and consistently enhance their knowledge and abilities through continuous education programs. These two factors are crucial in propelling the organisation towards higher levels of success and satisfying the needs of the stakeholders. This research aims to analyse the impact of board commitment and their access to education on firm performance. After analysing the annual reports of Malaysian public listed companies, this study does not find any conclusive evidence to support earlier research that highlights the advantages of having a director …


Changing Overwork Culture: Stakeholder Management For Employee Wellbeing And Social Sustainability In Large Japanese Companies, Kazunori Kobayashi, Gabriel Eweje, David Tappin 2024 Edith Cowan University

Changing Overwork Culture: Stakeholder Management For Employee Wellbeing And Social Sustainability In Large Japanese Companies, Kazunori Kobayashi, Gabriel Eweje, David Tappin

Research outputs 2022 to 2026

Effectively addressing overwork culture in business remains a challenge, despite growing concerns about its negative impacts on employee wellbeing and productivity. This paper investigates corporate social responsibility (CSR) initiatives and stakeholder management promoted by large Japanese companies to address overwork culture. Based on interviews with managers and stakeholders from 31 companies, the study reveals that despite being part of CSR, overwork reduction initiatives often come into conflict with entrenched institutional pressures. These pressures are embedded in a cultural-cognitive and institutional context that prioritises quality and cooperation over individual productivity. We argue that improving stakeholder relationships is vital for developing a …


Board Responsibility And Corporate Finance, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith 2024 Edith Cowan University

Board Responsibility And Corporate Finance, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith

Research outputs 2022 to 2026

The purpose of this study is to examine the relationship between board responsibility and the performance of the company. It is the ultimate responsibility of the board to properly discharge their duty as stipulated by the laws and prohibit any unnecessary actions and decisions that are detrimental to the company (Salin, Ismail, et al., 2019). Board responsibility in this study is proxied by having a clear board function, formation of sustainability policy, directors’ access to information and existence of a board charter. This study uses archival analysis of the annual report of the top 500 publicly listed companies in Malaysia …


Corporate Governance And Firm Performance: Evidence From Political Instability, Political Ideology, And Corporate Governance Reforms In Pakistan, Irfan Haider Shakri, Jaime Yong, Erwei Xiang 2024 Edith Cowan University

Corporate Governance And Firm Performance: Evidence From Political Instability, Political Ideology, And Corporate Governance Reforms In Pakistan, Irfan Haider Shakri, Jaime Yong, Erwei Xiang

Research outputs 2022 to 2026

We examine impact of corporate governance on firm performance following the implementation of the changes to the Code of Corporate Governance of Pakistan in 2012. Our sample period from 2008 to 2022 include periods of political instability and shifts in Pakistan's political landscape, providing an opportunity to examine the effectiveness of corporate governance mechanisms in enhancing accounting- and market-based firm performance measures. We find significant improvements attributed to reforms in the regulatory framework surrounding corporate governance practices particularly from expanded scope and composition of boards and audit committees. This led to broader capabilities and effective controls, thus improving firm performance …


Board Demographic, Structural Diversity, And Eco-Innovation: International Evidence, Rashid Zaman, Kaveh Asiaei, Muhammad Nadeem, Ihtisham Malik, Muhammad Arif 2024 Edith Cowan University

Board Demographic, Structural Diversity, And Eco-Innovation: International Evidence, Rashid Zaman, Kaveh Asiaei, Muhammad Nadeem, Ihtisham Malik, Muhammad Arif

Research outputs 2022 to 2026

Research question/issue: We examine whether and how board diversity, measured by demographics (i.e., board gender, cultural diversity, tenure, social capital, expertise, and age) and structural diversity (i.e., board independence, size, board seat accumulation-chair, board compensation, and board meeting frequency), influence corporate eco-innovation. Research findings/insights: Utilizing a global sample of publicly listed companies for the period 2004–2019, we find that a one-standard deviation increase in demographic and structural diversity translates into 4.66% and 7.11% higher corporate eco-innovation, respectively. Furthermore, we discover that demographic and structural diversity promotes eco-innovation by offsetting the negative effects of political risk. In an additional analysis, we …


Impact Of Leadership On Unethical Pro-Organizational Behavior: A Systematic Literature Review And Future Research Directions, Rahatulaain Ahmad, Mehran Nejati, Ben Farr-Wharton, Tim Bentley 2024 Edith Cowan University

Impact Of Leadership On Unethical Pro-Organizational Behavior: A Systematic Literature Review And Future Research Directions, Rahatulaain Ahmad, Mehran Nejati, Ben Farr-Wharton, Tim Bentley

Research outputs 2022 to 2026

Unethical pro-organizational behavior (UPB) has received growing attention from organizational scholars in recent years. As leadership is a key predictor of employee behavior in organizations, research focusing on leadership and UPB holds great potential for theoretical and practical advancements. The current paper presents a comprehensive systematic review of published research exploring leadership and UPB since 2010. The review not only situates the concept of UPB within the relevant literature, but also incorporates various analyses, including context, theoretical perspective, and research design. It also identifies the leadership-based independent variables, mediators, and moderators that impact UPB, which can help advance future theorizing …


Board Ethical Commitment And Corporate Performace: A Qualitative Perspective, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith 2024 Edith Cowan University

Board Ethical Commitment And Corporate Performace: A Qualitative Perspective, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith

Research outputs 2022 to 2026

The purpose of the study is to explore the responsibilities of directors in creating a good ethical culture in their organisation and examine whether good ethical practices are able to enhance a company’s performance. To achieve this purpose, face-to-face semi-structured interviews with directors as the respondents are employed as a data collection method. This study found that board ethical commitments are necessary elements for sustaining the good performance of a company. The planning and monitoring of these ethical practices are the responsibilities of the board of directors, which then will be executed by top management, led by the chief executive …


The Impact Of Corporate Disclosure And Website Informativeness On Enhancing Corporate Governance And Performance, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith 2024 Edith Cowan University

The Impact Of Corporate Disclosure And Website Informativeness On Enhancing Corporate Governance And Performance, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith

Research outputs 2022 to 2026

This study aims to investigate how transparency affects the company’s performance. Transparency in corporate governance is crucial to prevent misconduct, encourage accountability, and integrity, and ultimately, enhance sustainable performance in businesses. In contrast, inadequate disclosure of information can lead to business scandals and fraud, diminishing trust in institutions, harming stakeholders, and adversely affecting the entire economy (Salin et al., 2019). The study measures transparency through firm disclosure policy and website informativeness. This study employs archival analysis of the annual reports of the top 500 publicly listed firms in Malaysia based on market capitalization. Nine items were created to assess the …


You Fooled Me, So I'Ll Tell You About Myself! Personnel-Related Brand Betrayal Experiences And Disclosure Of Personal Information, Teck M. Tan, Jari Salo, Jaakko Aspara 2024 Edith Cowan University

You Fooled Me, So I'Ll Tell You About Myself! Personnel-Related Brand Betrayal Experiences And Disclosure Of Personal Information, Teck M. Tan, Jari Salo, Jaakko Aspara

Research outputs 2022 to 2026

Past research has extensively studied the negative effects of brand betrayals on consumer attitudes, but largely ignored their potential positive consequences. Also, while previous research has focused on betrayals made by the brand itself, it has paid less attention to betrayals by the brand's personnel. This paper focuses on one potentially important positive consequence of brand personnel betrayal experiences (a consumer's feeling of being betrayed by the brand staff members): the increased willingness of consumers to share personal insights and information with the brand after experiencing a brand personnel betrayal. A field data set and two online experiments show that …


Professionalism In Artificial Intelligence: The Link Between Technology And Ethics, Anton Klarin, Hossein Ali Abadi, Rifat Sharmelly 2024 Edith Cowan University

Professionalism In Artificial Intelligence: The Link Between Technology And Ethics, Anton Klarin, Hossein Ali Abadi, Rifat Sharmelly

Research outputs 2022 to 2026

Ethical conduct of artificial intelligence (AI) is undoubtedly becoming an ever more pressing issue considering the inevitable integration of these technologies into our lives. The literature so far discussed the responsibility domains of AI; this study asks the question of how to instil ethicality into AI technologies. Through a three-step review of the AI ethics literature, we find that (i) the literature is weak in identifying solutions in ensuring ethical conduct of AI, (ii) the role of professional conduct is underexplored, and (iii) based on the values extracted from studies about AI ethical breaches, we thus propose a conceptual framework …


When Corporate Culture Matters: The Case Of Stakeholder Violations, Rashid Zaman 2024 Edith Cowan University

When Corporate Culture Matters: The Case Of Stakeholder Violations, Rashid Zaman

Research outputs 2022 to 2026

This study examines whether and how a strong corporate culture influences stakeholder violations. Using a longitudinal sample of monetary penalties imposed on US-listed firms for stakeholder violations, I find evidence that a strong corporate culture is significantly and negatively associated with such violations. This outcome remains robust to a series of robustness and endogeneity tests, including the application of the generalized method of moments (GMM), entropy balancing, and propensity score matching (PSM) estimation. The channel analysis evidence implies that information asymmetry is a possible mechanism through which a strong corporate culture is associated with stakeholder violations. A cross-sectional analysis demonstrates …


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