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Playful work design in fostering organizational citizenship behaviors and performance: two studies on the mediating role of work engagement 促进组织公民行为和绩效的游戏化工作设计:关于工作投入的中介作用的两项研究
IF 2.6
Management Research Review Pub Date : 2024-05-01 DOI: 10.1108/mrr-05-2023-0354
Emanuela Caracuzzo, Andrea Caputo, Antonino Callea, Claudio Giovanni Cortese, Flavio Urbini
{"title":"Playful work design in fostering organizational citizenship behaviors and performance: two studies on the mediating role of work engagement","authors":"Emanuela Caracuzzo, Andrea Caputo, Antonino Callea, Claudio Giovanni Cortese, Flavio Urbini","doi":"10.1108/mrr-05-2023-0354","DOIUrl":"https://doi.org/10.1108/mrr-05-2023-0354","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Playful work design (PWD) is a set of proactive strategies implementing fun and self-challenge at work to actively create better work conditions. Following the job demands-resources theory, this study aims to investigate the effects of PWD’s dimensions – i.e. “designing fun” and “designing competition” – on task and contextual performance (Study 1) and on the dimensions of organizational citizenship behaviors (OCBs) – i.e. altruism, conscientiousness and civic virtue (Study 2). Furthermore, the present research investigates the mediating role of work engagement (WE) for both studies.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>Two samples of 339 and 141 Italian workers participated by filling in a self-report questionnaire. Measuring models and hypotheses have been tested by structural equation models.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Results suggest that WE partially mediates the relationship of the “designing competition” subdimension of PWD with task and contextual performance (Study 1) and with conscientiousness and civic virtue of OCBs, while “designing fun” shows a positive direct relationship only with altruism (Study 2).</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This paper contributes to expanding knowledge about PWD’s effectiveness in facilitating performance and positive behaviors. Furthermore, it disentangles the different effects of PWD’s dimensions on performance. In light of the results, both employees and managers should be aware of the beneficial consequences of introducing fun and self-competitiveness when completing their own work activities.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"101 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140832453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Organizational politics, anger and workplace cyberbullying perpetration: a multigroup analysis of gender 组织政治、愤怒和工作场所网络欺凌行为:对性别的多组分析
IF 2.6
Management Research Review Pub Date : 2024-05-01 DOI: 10.1108/mrr-08-2023-0622
Omer Farooq Malik, Shaun Pichler
{"title":"Organizational politics, anger and workplace cyberbullying perpetration: a multigroup analysis of gender","authors":"Omer Farooq Malik, Shaun Pichler","doi":"10.1108/mrr-08-2023-0622","DOIUrl":"https://doi.org/10.1108/mrr-08-2023-0622","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Drawing on affective events theory, the purpose of this paper was to investigate direct and indirect relationships between perceived organizational politics and workplace cyberbullying (WCB) perpetration mediated through anger, as well as to examine the moderating role of gender in these relationships.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The sample comprised 534 white-collar employees who were employed in a variety of service industries, including banking, higher education, telecommunications, health care and insurance in Islamabad, Pakistan. Data were analyzed using the structural equation modeling technique in Amos.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Results demonstrated that perceived organizational politics has a direct positive effect on WCB perpetration. Moreover, results indicated that perceived organizational politics evokes anger among employees that, in turn, triggers WCB perpetration. Results of a multigroup analysis revealed that the positive effect of perceived organizational politics on WCB perpetration was not significantly different between men and women. However, the positive relationship between perceived organizational politics and anger was significantly stronger for men than for women. Likewise, this study found a significantly stronger relationship for men than for women between anger and WCB perpetration. Anger partially mediated the relationship between perceived organizational politics and WCB perpetration only among men.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study contributes to the literature by demonstrating that perceived organizational politics triggers WCB perpetration directly and indirectly through its impact on anger. Moreover, this study identified gender differences in the experience and expression of anger in response to perceived organizational politics.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"90 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140832253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The relationship between the behavioral integrity and organizational commitment the mediating effects of the job satisfaction and psychological safety 行为诚信与组织承诺之间的关系--工作满意度和心理安全的中介效应
IF 2.6
Management Research Review Pub Date : 2024-04-16 DOI: 10.1108/mrr-04-2023-0284
Feng-Hua Yang, Chen-Chieh Chang, Zhao-Cheng Pan
{"title":"The relationship between the behavioral integrity and organizational commitment the mediating effects of the job satisfaction and psychological safety","authors":"Feng-Hua Yang, Chen-Chieh Chang, Zhao-Cheng Pan","doi":"10.1108/mrr-04-2023-0284","DOIUrl":"https://doi.org/10.1108/mrr-04-2023-0284","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to apply the affective events theory and psychological contract theory to investigate how job satisfaction and psychological safety mediate the effect of the behavioral integrity of supervisors on the organizational commitment of employees.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A questionnaire survey was conducted using purposive sampling. In total, 500 questionnaire copies were distributed, and 453 responses were collected, of which 441 were valid (valid response rate = 88.2%).</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The behavioral integrity of supervisors has a direct negative effect on organizational commitment but significant positive effects on job satisfaction and psychological safety, and job satisfaction and psychological safety have significant positive effects on organizational commitment. Job satisfaction and psychological safety have significant mediating effects on the association between the behavioral integrity of supervisors and the organizational commitment of employees.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>Leaders and top management should “practice what they preach,” integrate honesty into organizational culture through training and establish a code of conduct to ensure that employees uphold their commitments. Companies should establish appropriate disciplinary systems and norms related to work and other aspects of organizational culture; they should also establish fair, just and open assessment systems to minimize the gap between their employees’ actual and expected earnings.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study is the first to simultaneously consider the mediating effects of job satisfaction and psychological safety on the association between behavioral integrity and organizational commitment.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"51 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140580134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aligning cooperative supply chain relationships with firm strategy: a cross-disciplinary analysis 将合作供应链关系与公司战略相结合:跨学科分析
IF 2.6
Management Research Review Pub Date : 2024-04-12 DOI: 10.1108/mrr-08-2023-0614
Ramesh Dangol, Rangamohan V. Eunni, Patrick J. Bateman, Alina Marculetiu
{"title":"Aligning cooperative supply chain relationships with firm strategy: a cross-disciplinary analysis","authors":"Ramesh Dangol, Rangamohan V. Eunni, Patrick J. Bateman, Alina Marculetiu","doi":"10.1108/mrr-08-2023-0614","DOIUrl":"https://doi.org/10.1108/mrr-08-2023-0614","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to investigate the conflicting views in supply chain and strategic management literature regarding cooperative supply chain relationships (CSCR) and firm performance. Supply chain literature suggests a universally positive impact of CSCR on performance, irrespective of a firm’s strategy. In contrast, strategic management literature contends that the effectiveness of CSCR depends on their alignment with the firm’s competitive strategy. The research aims to clarify this disparity, offering insights into the strategic use of CSCR for enhancing firm performance.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This paper theorizes the integration of perspectives for the impact of CSCR on firm performance by examining the relationships considering the alignment of cost leadership and product differentiation strategies with supplier and customer relationships. Plant-level survey data is analyzed using regression techniques to test four hypotheses.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>All four main relationships (cost leadership, product differentiation, supplier relationship and customer relationship) on firm performance are statistically significant. However, cost leadership firms are better aligned to their chosen strategy when they have strong relationships with suppliers, whereas similar relationships with customers create misalignment, negatively influencing firm performance. In contrast, product differentiators benefit by investing in relationships with customers rather than with suppliers.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>A firm’s performance does not solely depend on its CSCR efforts but on aligning them with the firm’s overall strategy. Therefore, managers need to be cognizant of the firm’s competitive strategy when investing in CSCR. Failing to do so could negatively impact firm performance and, eventually, its ability to compete in the marketplace.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>Scholars have advocated for the importance of examining competing perspectives of phenomena, both within and across various bodies of literature, as cross-disciplinary analysis often brings enhanced focus and depth, leading to improved understanding. This research is one of the initial efforts to empirically analyze the varying perspectives on CSCR in supply chain and strategic management literature. This cross-disciplinary approach can yield a more integrated perspective.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"2 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140580285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Allocating marketing funds: a multi-goal approach 分配营销资金:多目标方法
IF 2.6
Management Research Review Pub Date : 2024-04-11 DOI: 10.1108/mrr-01-2023-0049
Mehir Baidya, Bipasha Maity, Supriyo Ghose
{"title":"Allocating marketing funds: a multi-goal approach","authors":"Mehir Baidya, Bipasha Maity, Supriyo Ghose","doi":"10.1108/mrr-01-2023-0049","DOIUrl":"https://doi.org/10.1108/mrr-01-2023-0049","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>There has been a lot of research on how to set marketing budgets, but the overlooked aspect was how allocating funds influences business performance in a multi-goal context. This study aims to examine the relationship between business performance, the process of allocating funds to multiple goals and the interaction among the goals.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>Ratio data were generated through “a constant sum scale” from a sample of 362 managers from the B2C sector, besides data on after-tax revenue for two years. The data file was created. Then, a factor analysis was performed on the data. Furthermore, an econometric model with interaction terms was fitted to the data.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results show that allocating funds to multiple marketing goals – demand generation, customer experience, brand image, marketing competency and purchase intention – influences business performance. Furthermore, a goal’s impact on business performance is higher when coupled with other goals than in isolation.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The findings of the study should assist managers in increasing revenue while spending less on marketing and shifting funds from less efficient goals and pairs of goals to highly efficient ones.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>By extending the relevant theory on the relationship between the process of marketing fund allocation, multiple goals and business performance, this study contributes to the literature on marketing.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"2015 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140580286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards the conceptualization and the operationalization of the construct of talent management 实现人才管理概念化和可操作性
IF 2.6
Management Research Review Pub Date : 2024-04-10 DOI: 10.1108/mrr-03-2023-0164
Madduma Hewage Ruchira Sandeepanie, Prasadini Gamage, Gamage Dinoka Nimali Perera, Thuduwage Lasanthika Sajeewani
{"title":"Towards the conceptualization and the operationalization of the construct of talent management","authors":"Madduma Hewage Ruchira Sandeepanie, Prasadini Gamage, Gamage Dinoka Nimali Perera, Thuduwage Lasanthika Sajeewani","doi":"10.1108/mrr-03-2023-0164","DOIUrl":"https://doi.org/10.1108/mrr-03-2023-0164","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The purpose of the paper is to afford a comprehensive conceptualization and operationalization of the construct of talent management through an inclusive exploration of conceptual clarifications for existing confusions while developing a complete measuring instrument.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The archival method was adopted together with a systematic review based on Khan <em>et al.</em>’s (2003) five steps of systematic literature review. The systematic review has encircled published research articles between 1982 and 2023 in the human resource management (HRM) arena. A total of 130 articles were initially scrutinized, and 106 were systematically reviewed to conceptualize, operationalize and explore clarifications for confusions and instrument development for talent management.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>This study explored conceptual clarifications for existing confusions towards talent management while recognizing definitions that come under the main philosophical schools for the underlying concept of talent. A novel practical definition has been established for talent management while recognizing dimensions, and then certain elements. A comprehensive instrument has been developed to measure talent management.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>This study is limited to instrument development in measuring talent management; nevertheless, there is an enormous scope for using the instrument to empirically measure talent management through organizational and employees perspectives linked to diverse global contexts in future studies.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The developed comprehensive instrument is a vibrant contribution to future investigations related to empirically measuring talent management associated with organizational and employee perspectives related to diverse global contexts in winning “war for talent.” This study endows a significant input to the whole frame of HRM knowledge as it resolves existing conceptual ambiguities towards talent management while defining and operationalizing it.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"164 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140579998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Equity ownership concentration and firm growth: the moderating role of industry growth 股权集中度与企业增长:行业增长的调节作用
IF 2.6
Management Research Review Pub Date : 2024-04-10 DOI: 10.1108/mrr-03-2023-0165
Pedro Torres, Pedro Silva, Mário Augusto
{"title":"Equity ownership concentration and firm growth: the moderating role of industry growth","authors":"Pedro Torres, Pedro Silva, Mário Augusto","doi":"10.1108/mrr-03-2023-0165","DOIUrl":"https://doi.org/10.1108/mrr-03-2023-0165","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The effects of ownership concentration on firm performance usually considers two conflicting perspectives: monitoring and expropriation hypotheses. Past studies have produced mix findings. This study aims to shed light on this relationship by focusing on a specific measure of firm performance, firm growth. The moderating effect of industry growth in the aforementioned relationship is also considered, which advances knowledge on the role of moderators.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This study resorts to data from a sample of 21,476 Portuguese firms, which is examined using hierarchical linear modelling. This approach is adequate because the data has a hierarchical structure: the firms are nested within industries.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results show that equity ownership concentration has a positive effect on firms’ growth and that industry growth amplifies this relationship. Ownership concentration can spur effective monitoring, thereby alleviating principal–agent conflicts of interest and speeding up decision-making, enabling timely competitive actions that promote growth.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>The research conceives ownership structure in two groups. However, equity ownership concentration often acquires more complex shapes. In addition, the data used is from a single country.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The results show that firms pursuing growing strategies and operating in growing industries benefit from equity concentration.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>Different from past studies, this study focuses on firm growth performance and considers the moderating effect of industry growth.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"51 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140579920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Consumer-company identification: a review and empirical contribution 消费者-公司识别:回顾与经验贡献
IF 2.6
Management Research Review Pub Date : 2024-04-09 DOI: 10.1108/mrr-10-2023-0769
Christopher White, Ting Yu
{"title":"Consumer-company identification: a review and empirical contribution","authors":"Christopher White, Ting Yu","doi":"10.1108/mrr-10-2023-0769","DOIUrl":"https://doi.org/10.1108/mrr-10-2023-0769","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>For decades, consumer identification and motivation, either alone or jointly, have been essential constructs for behavioral researchers. The resultant output is significant in terms of both quality and quantity. However, at a deeper level, a lack of conceptual clarity in the relationship between these constructs has led to theoretical and practical irregularities, which this study aims to address.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>An online questionnaire was distributed to sport consumers aged over 18 participating in an online panel, prompted 293 completed responses. Structural equations modeling was used to examine the data.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Findings show that identification mediates the effects of intrinsic and extrinsic motivation on sport supporters’ loyalty and explain 90% of the variance in that construct. In addition, identification mediates the adverse effects of extrinsic motivation on loyalty and strengthens loyalty when levels of satisfaction decline.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study extends previous work by providing a theoretical perspective that clarifies the relationship between motivation and consumer identification; deepens theory by empirically observing the relationship at different levels of consumer satisfaction; and presents a parsimonious, valid and reliable method that managers can leverage to strengthen sport supporters’ loyalty.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"18 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140580146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Decoding mood of the Twitterverse on ESG investing: opinion mining and key themes using machine learning 解码 Twitter 上关于 ESG 投资的情绪:利用机器学习挖掘观点和关键主题
IF 2.6
Management Research Review Pub Date : 2024-03-22 DOI: 10.1108/mrr-07-2023-0526
Rachana Jaiswal, Shashank Gupta, Aviral Kumar Tiwari
{"title":"Decoding mood of the Twitterverse on ESG investing: opinion mining and key themes using machine learning","authors":"Rachana Jaiswal, Shashank Gupta, Aviral Kumar Tiwari","doi":"10.1108/mrr-07-2023-0526","DOIUrl":"https://doi.org/10.1108/mrr-07-2023-0526","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Grounded in the stakeholder theory and signaling theory, this study aims to broaden the research agenda on environmental, social and governance (ESG) investing by uncovering public sentiments and key themes using Twitter data spanning from 2009 to 2022.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>Using various machine learning models for text tonality analysis and topic modeling, this research scrutinizes 1,842,985 Twitter texts to extract prevalent ESG investing trends and gauge their sentiment.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Gibbs Sampling Dirichlet Multinomial Mixture emerges as the optimal topic modeling method, unveiling significant topics such as “Physical risk of climate change,” “Employee Health, Safety and well-being” and “Water management and Scarcity.” RoBERTa, an attention-based model, outperforms other machine learning models in sentiment analysis, revealing a predominantly positive shift in public sentiment toward ESG investing over the past five years.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>This study establishes a framework for sentiment analysis and topic modeling on alternative data, offering a foundation for future research. Prospective studies can enhance insights by incorporating data from additional social media platforms like LinkedIn and Facebook.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>Leveraging unstructured data on ESG from platforms like Twitter provides a novel avenue to capture company-related information, supplementing traditional self-reported sustainability disclosures. This approach opens new possibilities for understanding a company’s ESG standing.</p><!--/ Abstract__block -->\u0000<h3>Social implications</h3>\u0000<p>By shedding light on public perceptions of ESG investing, this research uncovers influential factors that often elude traditional corporate reporting. The findings empower both investors and the general public, aiding managers in refining ESG and management strategies.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study marks a groundbreaking contribution to scholarly exploration, to the best of the authors’ knowledge, by being the first to analyze unstructured Twitter data in the context of ESG investing, offering unique insights and advancing the understanding of this emerging field.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"9 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140202229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Marketing beyond reality: a systematic literature review on metaverse 超越现实的营销:关于元宇宙的系统文献综述
IF 2.6
Management Research Review Pub Date : 2024-03-18 DOI: 10.1108/mrr-06-2023-0456
Sakshi Yadav, Shivendra Kumar Pandey, Dheeraj Sharma
{"title":"Marketing beyond reality: a systematic literature review on metaverse","authors":"Sakshi Yadav, Shivendra Kumar Pandey, Dheeraj Sharma","doi":"10.1108/mrr-06-2023-0456","DOIUrl":"https://doi.org/10.1108/mrr-06-2023-0456","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to answer two significant questions: What are the relative consumer and firm-level effects of marketing through metaverse compared to conventional marketing endeavours? What are the current trends in utilizing the metaverse as reported in the recent literature?</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This study uses a systematic literature review methodology, using a Preferred Reporting Items for Systematic Reviews and Meta-Analyses flowchart to synthesize existing research. A total of 35 articles written in English were selected and analysed from two databases, Web of Science and EBSCO Host.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The findings indicate that consumer-level effects of the metaverse include consumer loyalty and brand attachment. The firm-level benefits are decentralization and cost reductions. The paper proposes a framework indicating variables that could attenuate or enhance the association between immersive components of the metaverse and their resultant effects.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study contributes to understanding the role of metaverse in marketing practices related to the marketing mix components. The study conceptualizes a novel framework for the metaverse and its resultant effects.</p><!--/ Abstract__block -->","PeriodicalId":47769,"journal":{"name":"Management Research Review","volume":"26 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140151196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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