Management Decision最新文献

{"title":"Innovative decision support tools for perishable food supply chain management","authors":"Samatthachai Yamsa-ard, Fouad Ben Abdelaziz, Hatem Masri","doi":"10.1108/md-12-2023-2378","DOIUrl":"https://doi.org/10.1108/md-12-2023-2378","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>We introduce decision support tools aimed at optimizing perishable food supply chain management, effectively balancing conflicting objectives such as the exporter’s product collection cost and the importer’s profit. This involves considering factors like perishability, selling price, discount rate, and order quantity to achieve optimal outcomes.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This study considered a three-echelon supply chain comprising farmers, a single exporter, and a single importer providing a single, random-lifetime, perishable product under deterministic customer demand. The proposed mathematical model derived the optimal order quantity, selling price, and discount rate for the entire supply chain. This integrated optimization model treats both demand and supply sides as a multi-objective problem, employing a nonlinear program and a two-stage capacitated vehicle routing problem formulation. Numerical examples and a case study focusing on Thailand durian supply chain were conducted to illustrate the approach of the proposed model.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Taking into account both the importer’s profit and the exporter’s product collection cost, the proposed integrated supply chain model and tools maximize profitability, minimizes waste, and meets demand by optimizing perishable product collection costs and proposing a discount system for selling prices.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>Limited to a single perishable product in a three-echelon international food supply chain. Future research can explore different products and supply chain contexts.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The tools enhance decision-making for supply chain managers, improving efficiency, reducing costs, and enhancing customer satisfaction in the perishable food industry.</p><!--/ Abstract__block -->\u0000<h3>Social implications</h3>\u0000<p>The proposed model aids in local workforce management by forecasting required manpower for upcoming seasons. By factoring in product quality and pricing, it ensures customers receive fresh products at fair prices. Furthermore, the near-zero waste concept enhances storage conditions at importers' facilities, contributing to improved environmental hygiene.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The integrated model and decision support tools offer a novel approach to address complexities and conflicting objectives in perishable food supply chains, providing practical insights for researchers and practitioners.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"17 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"AI-powered growth hacking: benefits, challenges and pathways","authors":"Gabriele Santoro, Fauzia Jabeen, Tomas Kliestik, Stefano Bresciani","doi":"10.1108/md-10-2023-1964","DOIUrl":"https://doi.org/10.1108/md-10-2023-1964","url":null,"abstract":"<h3>Purpose</h3>\u0000<p> This paper aims to (1) unveil how artificial intelligence (AI) can be implemented in growth-hacking strategies; and (2) identify the challenges and enabling factors associated with AI’s implementation in these strategies.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p> The empirical study is based on two distinct groups of analysis units. Firstly, it involves 11 companies (identified as F1 to F11 in Table 1) that employ growth-hacking principles and use AI to support their decision-making and operations. Secondly, interviews were conducted with four businesses and entrepreneurs providing consultancy services in growth and digital strategies. This approach allowed us to gain a broader view of the phenomenon. Data analysis was performed using the Gioia methodology.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p> The study firstly uncovers the principal benefits and applications of AI in growth hacking, such as enhanced data analysis and user behaviour insights, sales augmentation, traffic and revenue forecasting, campaign development and optimization, and customer service enhancement through chatbots. Secondly, it reveals the challenges and catalysts in AI-driven growth hacking, highlighting the crucial roles of experimentation, creativity and data collection.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p> This research represents the inaugural scientific investigation into AI’s role in growth-hacking strategies. It uncovers both the challenges and facilitators of AI implementation in this domain. Practically, it offers detailed insights into the operationalization of AI across various phases and aspects of growth hacking, including product-market fit, user acquisition, virality and retention.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"45 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141168866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Religious belief and emotional vampires in organizations","authors":"Reza Salehzadeh","doi":"10.1108/md-04-2023-0520","DOIUrl":"https://doi.org/10.1108/md-04-2023-0520","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Consistent with the metaphor of narcissists as “emotional vampires” who leave their victims emotionally drained and devoid of energy, this research suggests that certain factors, such as subjective norms, perceived behavioral control, and religious beliefs, can reduce the level of narcissistic behavior in organizations. Drawing from the theory of planned behavior (TPB) and self-regulation theory, the current study evaluates the moderating role of Islamic religiosity in the relationship between subjective norms and the intention to behave narcissistically. In addition, this study examines the moderating role of afterlife belief in the relationship between perceived behavioral control and the intention to behave narcissistically.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The research hypotheses were tested using two-wave survey data collected from managers of 103 service organizations (Study 1) and 323 employees of four service organizations (Study 2). This research applies structural equation modeling (SEM) to examine the proposed model using SmartPLS 3 software.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Islamic religiosity had a negative moderating role in the relationship between subjective norms and the intention to behave narcissistically (Study 1 and Study 2). In addition, subjective norms and perceived behavioral control had significant positive effects on the intention to engage in narcissistic behavior among managers (Study 1). However, perceived behavioral control had no significant effect on the intention to engage in narcissistic behavior among employees (Study 2).</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The current study not only tests the applicability of the TPB to narcissistic behaviors in Islamic organizations, but it also extends the classic TPB framework by including two moderating variables – Islamic religiosity and afterlife belief.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"18 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141169143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Too-much-of-a-good-thing? Is employee engagement always constructive and disengagement always destructive?","authors":"Amanda S. Davis, Beatrice I.J.M. Van der Heijden","doi":"10.1108/md-04-2023-0607","DOIUrl":"https://doi.org/10.1108/md-04-2023-0607","url":null,"abstract":"<h3>Purpose</h3>\u0000<p> An employee engagement/disengagement typology is presented to visually illustrate their possible constructive and destructive effects within the workplace, and identify some of the contextual drivers that may lead to these occurrences.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p> A narrative literature review was conducted during 2020–2023 to gain a comprehensive overview of employee engagement and disengagement processes and theories since 1990. Content analysis enabled the findings to be grouped into their destructive and constructive behavioural effects to produce a new typology.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p> The typology shows that not all employee engagement is constructive and that not all disengagement is destructive. This more accurately reflects organisational life. Destructive employee engagement in particular, demonstrates that there can be “too-much-of-a-good-thing”.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p> The typology may help inform future research designs to further understand the impact of contextual factors on both constructs, the pluralist interests involved and which interventions are likely to encourage constructive engagement and disengagement within specific contexts.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p> It is recommended that employee engagement and disengagement are incorporated into leadership and management training and that practices to foster constructive employee engagement (or permit temporary constructive disengagement to allow recovery) endorse the principles of mutuality and reciprocity. Interventions to prevent destructive employee engagement and disengagement are also advisable, particularly when there are adverse internal and external contextual issues which risk disengagement.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p> The typology is the first to classify engaged and disengaged behaviours within the workplace across two dimensions. In doing so, this helps to evaluate employee engagement and disengagement theory by challenging the normative assumptions held within these constructs. This categorisation more accurately represents both constructs and visually illustrates that within the workplace, not only is employee engagement sometimes destructive but also that sometimes disengagement is constructive. Furthermore, it demonstrates that purposive destructive employee disengagement responses may be passive or active.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"97 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141173155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Dynamic resource management and slack resources","authors":"María A. Agustí, Rocio Aguilar-Caro, José Luis Galán, Francisco J. Acedo","doi":"10.1108/md-01-2023-0119","DOIUrl":"https://doi.org/10.1108/md-01-2023-0119","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Organisational slack has been widely considered in strategic management, but there is a gap in understanding the process of accumulation and application of slack resources. From a dynamic perspective and over an extended period of time, this paper analyses the management of slack resources and evaluates whether the different behaviours, in relation to the accumulation and consumption of slack resources, have any effect on performance.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The resource-based view and the dynamic extension of this theory, i.e. resource management and resource orchestration, were analysed in order to evaluate how slack resources can be managed and generate value. Assuming a configurational approach, the analysis was structured into two stages to answer the proposed hypothesis. The first stage studied whether there were different patterns of management of slack resources over time using the DistatisR package. The second stage evaluated which behaviours had the greatest impact in terms of profitability by using a dynamic panel data regression.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Three different types of slack resource management were found in companies: efficient, effective and erratic. Different types do not have the same impact on performance.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The dynamic management of slack resources has scarcely been considered, even during periods of crisis and economic expansion. This research advances the understanding of how firms transform slack resources into performance from a dynamic perspective.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"22 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141526653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Identifying minibonds issued level’s determinants to empower companies’ funding managerial strategies","authors":"Roy Cerqueti, Catherine Deffains-Crapsky, Anna Grazia Quaranta, Saverio Storani","doi":"10.1108/md-10-2023-1755","DOIUrl":"https://doi.org/10.1108/md-10-2023-1755","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This paper aims to explore the determinants of the level of minibonds issued by companies. In doing so, it discusses the importance of minibonds in providing a market-based funding source. In the empirical analysis, special attention is paid to the study of the recovery from the COVID-19 crisis.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The analysis is carried out through an econometric approach, on the basis of a high-quality empirical dataset related to the Italian small- and medium-sized enterprises (SMEs). The reference period covers the recent pandemic. From a theoretical point of view, a regression model is implemented, including a multicollinearity analysis and an outlier detection procedure.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results of the study indicate that factors such as leverage, cash flow, firm collaterals and seniority can explain the amount of minibonds issued. These findings provide valuable insights into the drivers of minibond issuance and highlight the potential benefits of minibonds as a funding option for Italian SMEs.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>Importantly, results highlight relevant managerial implications at two levels. On one side, we carry on a managerial discussion about the worthiness of accessing the minibonds market; on the other side, we give insights on the managerial implications related to the features of the companies issuing minibonds.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The paper investigates an innovative financial instrument that has been introduced recently and has not yet been studied in depth. To the best of our knowledge, this is the first contribution assessing the main drivers for minibonds issuance level, which is a timely and relevant managerial research topic. In addition, this study also takes into account the impact of the COVID-19 pandemic on minibond issuance, making the analysis appropriate for explaining the current economic context.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"19 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140937597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"ESG-driven ecopreneur selection in European financial institutions: entropy and TOPSIS analysis","authors":"Konstantina Ragazou, Christos Lemonakis, Ioannis Passas, Constantin Zopounidis, Alexandros Garefalakis","doi":"10.1108/md-12-2023-2425","DOIUrl":"https://doi.org/10.1108/md-12-2023-2425","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This is the application of the Entropy and TOPSIS model to assess the eco-efficiency of European financial institutions using environmental, social, and governance (ESG) strategies. The aim is to categorize financial institutions based on key factors such as environmental training and management and to examine the alignment between ideal ESG performance and eco-efficiency.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The study uses environmental, social, and governance (ESG) strategies to identify and categorize eco-entrepreneurs in European financial institutions. The study utilizes data to examine the structure between environmental training, effective management practices, and the green performance of financial institutions.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The study shows that European financial institutions exhibit varying degrees of eco-efficiency as assessed using the Entropy and TOPSIS model applied to ESG strategies. Surprisingly, the study found that institutions with a high ESG performance do not always match those with the highest eco-efficiency.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>They emphasize the need for financial institutions to align their operations with sustainable practices. This research provides insights to increase eco-efficiency and improve the ESG performance of financial institutions. It also informs policy and decision-making in these institutions in relation to environmental training and management practices, contributing to the wider dialogue on sustainable finance.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This indicates a discrepancy between ESG ratings and actual eco-efficiency, emphasizing the need to reassess the ESG framework. The study findings are crucial for aligning financial institutions with sustainable practices and improving the effectiveness of the ESG framework, especially for institutions at the lower end of the eco-efficiency spectrum.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"94 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140937496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Is collaborative consumption the new gamble to speed digital knowledge up in the accommodation sector?","authors":"Ginevra Gravili, Alexandru Avram, Marco Benvenuto","doi":"10.1108/md-05-2023-0873","DOIUrl":"https://doi.org/10.1108/md-05-2023-0873","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The present article aims to examine the development of the theoretical framework surrounding collaborative consumption (CC) standards in recent years regarding European short-stay accommodation booking platforms. The sharing economy has significantly impacted the tourist accommodation market in recent years. Starting with the use of experimental data on CCs published on Eurostat in 2019, this article analyzes the correlation between choices of CCs for short-stay accommodation, employment and the economic crisis.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A vector autoregressive panel approach was applied to investigate the correlation between CC short-stay accommodation choices using panel organization data from 561 EU regions between 2018 and 2021.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Analyzing the connection between the main data panel variables, a positive correlation was found, followed by an increasing trend in CC use. A self-multiplying effect is generated; that is, the more people use CC, the more electronic captures occur. Consequently, the improvement of CC use and knowledge-intensive activities in short-stay accommodation is strongly linked with employment and GDP.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The originality of the investigation is to examine with a cross-sectional panel data overview the reasons that can push stakeholders to adopt CC and to clearly define a new perimeter of research in terms of the endpoint of CC in short-stay accommodation. Furthermore, the study seeks to assess the end-point congruence to utilize CC as a new gamble to accelerate digital knowledge in the hospitality sector.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"42 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140937351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"No more war (for talent): the impact of HR analytics on talent management activities","authors":"Christian Di Prima, Wan Mohd Hirwani Wan Hussain, Alberto Ferraris","doi":"10.1108/md-07-2023-1198","DOIUrl":"https://doi.org/10.1108/md-07-2023-1198","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Despite talent management’s (TM) importance for improving organizations' competitiveness and resilience, the pandemic highlighted the weakness of organizational-level TM strategies. Therefore, the objective of this study is to investigate the moderating impact of HR analytics on the relationship between TM and its individual outcomes (talent motivation and quality of hires) and subsequently, their impact on organizational outcomes (talent retention).</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The structural equation modeling (SEM) technique was used to analyze 219 online questionnaires administered to HR managers from European companies.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>A positive relationship exists between TM activities and talent motivation as well as the quality of hires. Furthermore, HR analytics positively moderates these relationships. Finally, talent motivation and the quality of hires are positively related to talent retention.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>This study offers several contributions to theory, as it analyzes TM from an individual perspective and provides further empirical confirmation of the potential benefits of HR analytics and additional grounding to the contingency theory.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>Our results will allow practitioners to better orient their HR investments, with positive effects for their organizations and their employees.</p><!--/ Abstract__block -->\u0000<h3>Social implications</h3>\u0000<p>This study demonstrates that HR analytics can help organizations adopt a human-centric approach to TM, thus increasing the chances for talents to fully express their potential.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study takes a step forward toward considering TM outcomes from an individual perspective, responding to new generations' need to pay more attention to their individualities. HR analytics can be a suitable tool to do so, as it can provide insights and suggestions based on the actual organizational context, making TM a more data-driven process.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"42 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140937433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Artificial intelligence in talent acquisition: a multiple case study on multi-national corporations","authors":"Julia Stefanie Roppelt, Nina Sophie Greimel, Dominik K. Kanbach, Stephan Stubner, Thomas K. Maran","doi":"10.1108/md-07-2023-1194","DOIUrl":"https://doi.org/10.1108/md-07-2023-1194","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The aim of this paper is to explore how multi-national corporations (MNCs) can effectively adopt artificial intelligence (AI) into their talent acquisition (TA) practices. While the potential of AI to address emerging challenges, such as talent shortages and applicant surges in specific regions, has been anecdotally highlighted, there is limited empirical evidence regarding its effective deployment and adoption in TA. As a result, this paper endeavors to develop a theoretical model that delineates the motives, barriers, procedural steps and critical factors that can aid in the effective adoption of AI in TA within MNCs.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>Given the scant empirical literature on our research objective, we utilized a qualitative methodology, encompassing a multiple-case study (consisting of 19 cases across seven industries) and a grounded theory approach.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Our proposed framework, termed the <em>Framework on Effective Adoption of AI in TA</em>, contextualizes the motives, barriers, procedural steps and critical success factors essential for the effective adoption of AI in TA.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/ implications</h3>\u0000<p>This paper contributes to literature on effective adoption of AI in TA and adoption theory.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>Additionally, it provides guidance to TA managers seeking effective AI implementation and adoption strategies, especially in the face of emerging challenges.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>To the best of the authors' knowledge, this study is unparalleled, being both grounded in theory and based on an expansive dataset that spans firms from various regions and industries. The research delves deeply into corporations' underlying motives and processes concerning the effective adoption of AI in TA.</p><!--/ Abstract__block -->","PeriodicalId":18046,"journal":{"name":"Management Decision","volume":"208 1","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140937377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}