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1 – 10 of 23Francesco Caputo, Barbara Keller, Michael Möhring, Luca Carrubbo and Rainer Schmidt
In recognising the key role of business intelligence and big data analytics in influencing companies’ decision-making processes, this paper aims to codify the main phases through…
Abstract
Purpose
In recognising the key role of business intelligence and big data analytics in influencing companies’ decision-making processes, this paper aims to codify the main phases through which companies can approach, develop and manage big data analytics.
Design/methodology/approach
By adopting a research strategy based on case studies, this paper depicts the main phases and challenges that companies “live” through in approaching big data analytics as a way to support their decision-making processes. The analysis of case studies has been chosen as the main research method because it offers the possibility for different data sources to describe a phenomenon and subsequently to develop and test theories.
Findings
This paper provides a possible depiction of the main phases and challenges through which the approach(es) to big data analytics can emerge and evolve over time with reference to companies’ decision-making processes.
Research limitations/implications
This paper recalls the attention of researchers in defining clear patterns through which technology-based approaches should be developed. In its depiction of the main phases of the development of big data analytics in companies’ decision-making processes, this paper highlights the possible domains in which to define and renovate approaches to value. The proposed conceptual model derives from the adoption of an inductive approach. Despite its validity, it is discussed and questioned through multiple case studies. In addition, its generalisability requires further discussion and analysis in the light of alternative interpretative perspectives.
Practical implications
The reflections herein offer practitioners interested in company management the possibility to develop performance measurement tools that can evaluate how each phase can contribute to companies’ value creation processes.
Originality/value
This paper contributes to the ongoing debate about the role of digital technologies in influencing managerial and social models. This paper provides a conceptual model that is able to support both researchers and practitioners in understanding through which phases big data analytics can be approached and managed to enhance value processes.
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Irina Surdu and Giulio Nardella
The data used to present this case was collected from secondary data sources. These sources included media reports associated with Michael Jordan and his trajectory since entering…
Abstract
Research methodology
The data used to present this case was collected from secondary data sources. These sources included media reports associated with Michael Jordan and his trajectory since entering the sport, as well as specific information published about his time at the Chicago Bulls. Another key source of information is the ESPN documentary conducted specifically on Jordan’s relationship with his National Basketball Association (NBA) team.
Case overview/synopsis
The case follows the story of Michael Jordan, who took his team, the Chicago Bulls, to fame in a rather controversial manner. To do so, Michael Jordan had to alter his leadership style over the years to be respected as a leader and motivate his team to win one NBA championship after another. On 20th April 2020, ESPN’s “The Last Dance”, a 10-part documentary about Michael Jordan and his time playing for the Chicago Bulls was released to much acclaim. The documentary became highly noted as Jordan himself, both directed and starred in the documentary. Jordan’s great achievements stood out, but so did the conflicts that the basketball star had with The Bulls’ management team and mainly, his teammates. Relationships between teammates were far from harmonious, which led to questions around whether Michael Jordan was as good a leader, as he was a star player. Cultural change within the organisation was primarily linked to the often-contested leadership of Jordan.
Complexity academic level
The case can be used at UG, MSc and MBA levels. It works for in-person teaching and for online teaching. It is most suitable in leadership, strategy and strategy in practice courses. However, it is critical to note that the case can shed light on the dynamics that leaders and teammates have within their teams. Therefore, this case may be valuable to students studying courses where they themselves must work in groups and oftentimes encounter challenges in managing their team. These challenges can arise at all levels of experience. As such, the case provides particularly useful reflection for decision makers who may be beginning to develop their leadership skill (UG), those who have already experienced working in teams (MSc) or leading teams themselves (MBA, Executive MBA). The case addresses the challenges associated with achieving high team motivation and performance. It also sheds light on the challenges associated with leading a cultural change within a team and the approaches of different actors involved. It may be best to introduce the case in the context of a (1.5–2 h) workshop once students understand the basic frameworks and tools used to analyse leadership styles and their characteristics.
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Adetayo Olaniyi Adeniran, Ikpechukwu Njoku and Mobolaji Stephen Stephens
This study examined the factors influencing willingness-to-repurchase for each class of airline service, and integrate the constructs of service quality, satisfaction and…
Abstract
This study examined the factors influencing willingness-to-repurchase for each class of airline service, and integrate the constructs of service quality, satisfaction and willingness-to-repurchase which were rooted on Engel-Kollat-Blackwell (EKB) model. The study focuses on the domestic and international arrival of passengers at Murtala Muhammed International Airport in Lagos and Nnamdi Azikwe International Airport in Abuja. Information was gathered from domestic and foreign passengers who had post-purchase experience and had used the airline's services more than once. The survey data were obtained concurrently from arrival passengers at two major international airports using an electronic questionnaire through random and purposive sampling techniques. The data was analysed using the ordinal logit model and structural equation model. From the 606 respondents, 524 responses were received but 489 responses were valid for data analysis and reporting and were obtained mostly from economy and business class passengers. The study found that the quality of seat pitch, allowance of 30 kg luggage permission, availability of online check-in 24 hours before the departing flight, quality of space for legroom between seats, and the quality of seats that can be converted into a fully flatbed are the major service factors influencing willingness-to-repurchase economy and business class tickets. Also, it was found that passengers' willingness to repurchase is influenced majorly by service quality, but not necessarily influenced by satisfaction. These results reflect the passengers' consciousness of COVID-19 because the study was conducted during the heat of COVID-19 pandemic. Recommendations were suggested for airline management based on each class.
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David Michael Rosch, Lisa Kuron, Robert Reimer, Ronald Mickler and Daniel Jenkins
This study analyzed three years of data from the Collegiate Leadership Competition to investigate potential differences in longitudinal leader self-efficacy growth between…
Abstract
Purpose
This study analyzed three years of data from the Collegiate Leadership Competition to investigate potential differences in longitudinal leader self-efficacy growth between students who identify as men and those who identify as women.
Design/methodology/approach
Survey design.
Findings
Results indicate that women participants enter their competition experience at higher levels of leader self-efficacy than men and that both groups were able to sustain moderate levels of growth measured several months after the end of the competition.
Originality/value
The gap between men and women in their leader self-efficacy did not change over the several months of measurement. Implications for leadership educators are discussed.
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Frank Gregory Cabano, Mengge Li and Fernando R. Jiménez
This paper aims to examine how and why consumers respond to chief executive officer (CEO) activism on social media. The authors developed a conceptual model that proposes…
Abstract
Purpose
This paper aims to examine how and why consumers respond to chief executive officer (CEO) activism on social media. The authors developed a conceptual model that proposes impression management as a mechanism for consumer response to CEO activism.
Design/methodology/approach
In Study 1a, the authors examined 83,259 tweets from 90 CEOs and compared consumer responses between controversial and noncontroversial tweets. In Study 1b, the authors replicated the analysis, using a machine-learning topic modeling approach. In Studies 2 and 3, the authors used experimental designs to test the theoretical mechanism.
Findings
On average, consumers tend to respond more to CEO posts dealing with noncontroversial issues. Consumers’ relative reluctance to like and share controversial posts is motivated by fear of rejection. However, CEO fame reverses this effect. Consumers are more likely to engage in controversial activist threads by popular CEOs. This effect holds for consumers high (vs low) in public self-consciousness. CEO fame serves as a “shield” behind which consumers protect their online image.
Research limitations/implications
The study focused on Twitter (aka “X”) in the USA. Future research may replicate the study in other social media platforms and countries. The authors introduce “shielding” – liking and sharing content authored by a recognizable source – as a tactic for impression management on social media.
Practical implications
Famous CEOs should speak up about controversial issues on social media because their voice helps consumers engage more in such conversations.
Originality/value
This paper offers a theoretical framework to understand consumer reactions to CEO activism.
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Jiju Antony, Michael Sony, Jose Arturo Garza-Reyes, Olivia McDermott, Guilherme Tortorella, Raja Jayaraman, Rahul Srinivas Sucharitha, Wilem Salentijin and Maher Maalouf
Entering a new era of digital transformation, Industry 4.0 (I 4.0) promises to revolutionize the way business has been done, providing unprecedented opportunities and challenges…
Abstract
Purpose
Entering a new era of digital transformation, Industry 4.0 (I 4.0) promises to revolutionize the way business has been done, providing unprecedented opportunities and challenges. This study aims to investigate empirically and comparatively analyse the benefits, challenges and critical success factors (CSFs) of Industry 4.0 across four continents and developing and developed economies.
Design/methodology/approach
This study used an online survey to explore the benefits, challenges and CSFs of developed and developing economies. In order to ensure the validity of the survey, a pilot test was conducted with 10 respondents. A total of 149 participants with senior managerial, vice-presidential and directorial positions from developed and developing economies spanning four continents were invited to take part in the survey.
Findings
The study ranks benefits, challenges and CSFs across economies and continents. Further, the benefit of Industry 4.0 helping to achieve organizational efficiency and agility differed across the developing and developed economies. Furthermore, the benefit improves customer satisfaction significantly differed across continents; in terms of challenges, Employee resistance to change had a higher proportion in developing economies. The future viability of I 4.0 also differed across the continents. Regarding CSFs, there was no difference across the developing and developed economies. Finally, change management and project management vary across the continents.
Research limitations/implications
This study contributes to a balanced understanding of I 4.0 by providing empirical evidence for comparative analysis. Moreover, it extends the concept of resource dependence theory to explain how organizations in developing economies and developed economies deploy resources to manage external condition uncertainties to implement I 4.0. Furthermore, this study provides a structural framework to understand the specific benefits, challenges and CSFs of implementing I 4.0, which can be utilized by policymakers to promote I 4.0 in their economies or continents.
Originality/value
To the best of the authors’ knowledge, no studies have empirically demonstrated the comparative analysis of benefits, challenges and CSFs across economies and continents and distinguish an original contribution of this work.
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Phuong Thi Nguyen, Michael Kend and Dung Quang Le
This study aims to explore some perceptions related to the suggestion that external auditors will be replaced by audit technologies that use artificial intelligence (AI) tools to…
Abstract
Purpose
This study aims to explore some perceptions related to the suggestion that external auditors will be replaced by audit technologies that use artificial intelligence (AI) tools to make audit judgements when performing the financial statement audits. Digital transformation is revitalising the technologies used by external auditors and their firms; thus, the authors seek to understand what challenges this creates for the auditing profession in Vietnam.
Design/methodology/approach
Through the theoretical lens of new institutionalism theory, this study uses a qualitative approach involving 20 semi-structured interviews conducted with external auditors in Vietnam during 2022. This sample includes the global Big Four, global mid-tier and smaller local Vietnamese audit firms.
Findings
The findings indicate that there is resistance or disagreement with the suggestion that in the future audit technologies using AI tools can replace humans (external auditors). The role of external auditors in the professional services sector will gradually be changed by audit technologies; however, external auditors are unlikely to be replaced by audit technologies that use AI tools based on the responses of the participants. Strict institutional rules that exist in Vietnam would prevent the replacement of (human) external auditors. In the future, external auditors may take on new roles as consultants, with unique skills in classifying and processing data for decision-making processes; however, they will not be completely replaced by technology in the audit space.
Research limitations/implications
This study has limitations that it is based on the data collection from a single developing country, Vietnam; therefore, the generalisability of the findings is limited to Vietnam. Also, the authors sought insights into the future of external audits in Vietnam.
Practical implications
This study highlights the changing role of auditors and institutions. Thus, policymakers, external auditors and auditees in other developing countries would find the findings helpful.
Originality/value
This study provides new perspectives, particularly from local Vietnamese firms, about audit practices that emerge due to high-level technological advancements and then embed themselves into existing audit practices in an emerging economy. Prior studies tended to focus on the global Big Four firms, thus this study contributes by sharing the perceptions of the smaller practitioners also.
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