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This study explores the career trajectories of Chief Executive Officers (CEOs) to uncover unique characteristics that contribute to their success. By utilizing web scraping and machine learning techniques, over two thousand CEO profiles from LinkedIn are analyzed to understand patterns in their career paths. This study offers an alternative approach compared to the predominantly qualitative research methods employed in previous research.

This study proposes a framework for analyzing CEO career patterns. Job titles and company information are encoded using the Standard Occupational Classification (SOC) scheme. The study employs the Needleman-Wunsch optimal matching algorithm and an agglomerative approach to construct distance matrices and cluster CEO career paths.

This study gathered data on the career transition processes of graduates from several renowned public and private universities in the United States via LinkedIn. Employing machine learning techniques, the analysis revealed diverse career trajectories. The findings offer career guidance for individuals from various academic backgrounds aspiring to become CEOs.

The building of a career sequence that takes into account the number of years requires integers. Numbers that are not integers have been rounded up to facilitate the optimal matching process but this approach prevents a perfectly accurate representation of time worked.

This study makes an original contribution to the field of career pattern analysis by disclosing the distinct career path groups of CEOs using the rich LinkedIn online dataset. Note that our CEO profiles are not restricted in any industry or specific career paths followed to becoming CEOs. In light of the fact that individuals who hold CEO positions are usually perceived by society as successful, we are interested in finding the characteristics behind their success and whether either the title held or the company they remain at show patterns in making them who they are today.

As a matter of fact, nearly all CEOs had previous experience working for a non-Fortune organization before joining a Fortune company. Of those who have worked for Fortune firms, the number of CEOs with experience in Fortune 500 forms exceeded those with experience in Fortune 1,000 firms.

This study aims to analyze corporate mail and wire fraud penalties, using bounded rationality in decision-making and assessing internal and external influences on prosecutorial choices.

The study analyzed 467 cases from 1992 to 2019, using data from the Corporate Prosecution Registry of the University of Virginia School of Law and Duke University School of Law. It examined corporations facing mail and wire fraud charges and other fraud crimes. Multiple regression linked predictor variables to the dependent variable, total payment.

The study found that corporate penalties tend to be lower for financial institutions or corporations in countries with US free trade agreements. Conversely, penalties are higher when the company is a U.S. public company or filed in districts with more pending criminal cases.

This study’s originality lies in applying the bounded rationality model to assess corporate prosecutorial decisions, unveiling external factors’ influence on corporate penalties.

Prior research suggests a chief executive officer’s (CEO) background is highly predictive of the strategic predisposition. This paper aims to focus on the need for accuracy in the categorization of CEO background and the impact that modest, nuanced changes in coding definitions yield.

This study evaluates the use of biographic and demographic information of CEOs to provide a more nuanced and expansive approach to understanding the influence of legal education and experience on business strategy. Propositions as to more nuanced coding definitions are developed. Building upon Fligstein (1987), a proof-of-concept example is developed using CEO information available for 2010. That data is then reexamined using an altered method (Modified Fligstein) to discern changes in the number of CEOs contained within the background categories.

The two categorizations performed reveal that substantial differences in the number of CEOs coded into a category can come from relatively small changes in categorical definitions. In comparing the first categorization to the second, each of the vocational categories experienced a change, ranging from a decrease of 11.1% to an increase of 142.9%.

This study informs both theory and practice by increasing the efficacy of the use of biographic and demographic information to assess the strategic orientation of executives. It postulates and demonstrates that simple changes in the categorical definition produce significant changes and can skew empirical results that reduce the utility of prior studies.

This study aims to investigate the use of voluntary disclosure on mainstream social media platforms to examine strategic responses to the COVID-19 pandemic. It examines the influential factors and institutional pressures organisations faced when making disclosures on social media during the pandemic.

A two-stage qualitative approach was adopted. Stage one used content analysis to examine voluntary disclosures made by international organisations on social media during the emergence of the COVID-19 pandemic. Stage two comprised semi-structured interviews with individuals who were involved in the decision-making process around the social media disclosures.

This study’s findings reveal significant changes in disclosure practices due to COVID-19-related pressures. In addition to the utilisation of social media for signalling conformance with new pandemic-related norms and connecting with stakeholders, the evidence also reveals how organisations made use of strategic responses to COVID-19-related institutional pressures.

The findings reveal how social media was used as a means of timely voluntary disclosure during the examined crisis. The findings can inform the development of organisational guidelines and policies for the use of social media as a disclosure medium.

This study reveals how organisations used voluntary disclosure on social media as a strategic response to institutional pressures and the COVID-19 pandemic; this context is under-researched. The study also extends the application of the strategic response framework regarding voluntary disclosure via social media.

India is one of the fastest developing economies, but it faces numerous socioeconomic problems, such as hunger, poverty, under- and unemployment, gender inequity and illiteracy. Corporate social responsibility (CSR) funding at the corporate level could tackle these socioeconomic problems, providing support to the nation’s overall development. Mandated CSR expenditures, in alignment with the achievement of the sustainable development goals (SDGs) of the United Nations, would support the nation’s contributions to building a sustainable future. Several questions, however, remain. Thus, this study aims to explore relationships between a company’s gross and net profits and its expenditures for CSR; and mapped the specific CSR activities used to address each of the 17 UN SDGs and then draw implications for human resource development (HRD).

The data were gathered from published annual reports (2019–23) of 60 Fortune 500 Indian companies. A zero-order correlation was used to find the relationship between CSR expenditure and gross, as well as net, profits. Furthermore, the CSR activities of the sample were mapped with the UN SDGs.

There was a positive, moderate to strong correlation between CSR expenditures and gross profit (r = 0.82, p < 0.01), but for net profit, the correlation was strong (r = 0.85, p < 0.01). All CSR activities mapped to at least one of the SDGs.

The alignment of CSR activities and SDGs based on Fortune 500 Indian companies has not yet been explored. Also, no study to date discusses the gaps in the CSR expenditures for specific UN SDGs.

The research on corporate social responsibility (CSR) and firm performance (FP) has seen a surge over the years. However, the role of corporate reputation (CR), advertising strategy and market competition is still unclear. The purpose of this study is to consider this gap and test an integrative model of CSR-FP, in the context of India.

The data for CSR expenditure were collected from the annual reports of the selected companies. CR was captured using the ranks of Fortune India 500, Business Standard 1,000 and Economic Times 500. The financial data were collected from CMIE (Prowess) database.

Results of structural equation modeling (SEM) revealed a significant relationship between CSR expenditure of the firm and its reputation; but no relationship between CR and performance. When CR increases, the performance of a firm may not improve. Competitive intensity (CI) had no statistically significant role in the CR-FP relationship for performance. Results suggest that reputed firms perform well despite high competition within an industry. High reputation is effective in improving performance irrespective of competition. CI has a positive impact in the reputation–performance linkage. Advertising intensity (AI) played a significant moderating role in the CSR intensity and CR relationship.

This research represents an added value for the literature on CSR by highlighting the importance of CR, advertising strategy and market competition in the relationship between CSR and FP. The findings have several implications for theory and practice, which have been discussed in the study.

This paper investigates the meaning of spirituality and empowerment from the perspective of women of color (WOC) in Fortune 500 companies how it impacts their leadership.

Detailed data were collected through in depth semi-structured interviews documenting their experience as lived in the context of their daily work environments. Twelve WOC in leadership positions were interviewed, and transcripts analyzed using thematic analysis. Their narratives provide insight into the experiences of discrimination and bias and the stress and disenfranchisement that result from these experiences.

Analysis shows that for these women, spirituality was more than a philosophical orientation but comprised a core facet of their identity, empowering them to cope with adversity and uplift others through a leadership style defined by compassion, trust, strong interpersonal relationships and purpose.

Implications for creating more compassionate and inclusive environments that draw on principles of empowerment and spiritual leadership are provided.

This study contributes uniquely to the literature by exploring the perspectives of understudied women leaders who identify as African American, South-Asian and Latina on spirituality and empowerment and their impact on their leadership.

Exponential organizations (ExOs) are purpose-driven companies that leverage exponential technologies and exponential business practices to grow and scale rapidly, transform industries and create massive value and impact. In contrast, non-ExOs follow a linear approach to business and organizational strategy design and execution. This study aims to validate the hypothesis, based on financial metrics, that ExOs outperform their competitors and linear counterparts. Furthermore, it also brings a new understanding of the gap raised in the past eight years about how ExOs can achieve significantly better performance, measured with financial metrics.

For measuring how exponential an organization is, this study elaborated a completely new assessment tool called Exponential Quotient (ExQ). This study applied ExQ to the 100 largest US headquartered companies as ranked by Fortune magazine in 2014. Calculating the ExQ enabled this study to rank these Fortune 100 companies and identify the most and the least exponential firms. This study tracked these companies as to how they performed on different financial metrics over the eight years of 2014–2021 and analyzed the results.

Through the analysis, this study revealed that the top 10 ExOs have significantly outperformed their bottom 10 non-exponential peers, delivering 40x higher shareholder returns, 2.6x better revenue growth, 6.8x higher profitability and 11.7x better asset turnover. Furthermore, this study could identify commonalities and similarities between the two groups. This means that ExOs can thrive even in tough times and that accelerating technologies unlock abundance and allow every organization to become a disruptive innovator and stay ahead of the competition. These are novel results in the research focusing on the gap between exponential and traditional organizations.

Using the ExQ diagnostics tool, every organization can see how flexible, scalable and agile they are, which is the starting point for an exponential transformation program. Although this approach has already found its way into practice and is applied globally by thousands of organizations (startups, scaleups and incumbents), so far, the academic establishment is in its nascent phase. With this research, the authors wanted to extend this field of science. On the other hand, because of its novelty, no appropriate previous studies existed to compare the results.

The possible implications showed that there is a plannable way for significantly increasing an organization’s ExQ and advance it from a linear toward an exponential organizational model.

The results validated the robustness of the ExO framework and philosophy and shed light on the importance of exponential transformation – a proven method to increase an organization’s ExQ. This framework is not a “how to be successful” guide. Instead, it uncovered some of the previously unknown and universal mechanisms of scalability – which, in turbulent times, make companies successful (based on financial metrics). To the best of the authors’ knowledge, this study was among the first kind of in-depth analyses to validate the whole ExO model.

Using political corporate social responsibility (PCSR) as a theoretical framework, this study aims to examine how multinational corporations (MNCs) can function as nonstate actors in public diplomacy efforts during the Russia–Ukraine war.

A thematic analysis using qualitative content analysis was conducted on 98 new releases from the websites of the top 50 MNCs listed in the Fortune Global 500.

The findings indicate that MNCs elucidate their initiatives aimed at providing a secure environment for war victims through their news releases, with notable variations in responses based on the companies' geographical location. MNCs also mentioned strengthening the power of public authorities by rebalancing power dynamics between governments and intergovernmental initiatives under war conditions.

This study is one of the first empirical investigations to research corporate diplomacy and explore the theoretical implications of PCSR for corporate diplomacy.

The purpose of this research is to highlight the imperative need for an internationally accepted standard for sustainability accounting reporting, not exclusive to the analyzed sector but across all industries.

This paper uses an enhanced analysis of existing empirical literature on accounting reporting for sustainability efforts in corporate practices. The study uses two statistical techniques: multiple linear regression analysis and structural equations modeling, focusing on a sample drawn from the Newsweek Green Rankings within the automobile industry. Specifically, the analysis is conducted on data spanning from 2014 to 2016, covering three years and comprises 25 corporations from the Global Fortune 500 list.

The empirical analysis reveals a significant gap in sustainable reporting practices, highlighting the challenges of nonstandardized managerial accounting across the globe. This research portrays key benefits including enhanced data accessibility and the adoption of sustainable practices across industries. Furthermore, assisting in academic research.

The study addresses challenges in researching sustainability constraints across various dimensions. The obtained empirical data could inform stakeholders, including accounting setters and managers in the automobile industry, about the pressing need to set uniform sustainability constraints comprehensively and to implement global reporting standards to foster transparency and accountability.

The sustainability accounting setters, such as Sustainability Accounting Standards Board and International Financial Reporting Standards Foundation, face the challenge of adopting globally accepted accounting standards for sustainability reporting. The statistical evidence correlates sustainable variables with three profitability margins (earnings before interest and taxes, earnings before interest taxes, depreciation and amortization and pretax), providing empirical proof of the degree of correlation among them.

This paper aims to collaborate with the Meditari Accountancy Research Journal in bridging the gap in international standards for sustainability accounting reporting. It emphasizes the global significance of achieving a standardized approach to reporting for sustainability and its potential positive impact on corporations, governments, academic research teams and society.

Diverse societal stakeholders have advocated for the implementation of a more sustainable world. Currently, there is no international agreement on how to report for sustainability efforts. This paper evidences this gap, which if persistent would not allow for an accurate evaluation of progress and fulfillment of goals, causing a subpar performance without standard measures.