Montserrat Jiménez-Partearroyo, Ana Medina-López, Sudhir Rana
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引用次数: 0
摘要
尽管商业智能(BI)和商业分析(BA)已被旅游业广泛采用,但利用商业智能和商业分析进行的比较研究仍然很少。为了填补这一文献空白,本研究探讨了商业智能和商业分析如何促进战略创新、应对运营挑战和提高客户参与度。为此,我们采用定量和定性相结合的双重方法,首先使用 SciMAT 进行文献计量分析。这为随后应用 Gioia 方法奠定了基础。具体而言,我们对总共 12 篇关于旅游行业的学术文章进行了深入的定性研究,这些文章在 BI 和 BA 之间平均分配。在综合了有关商业智能和建筑学作用的研究结果后,我们概述了它们影响旅游行业管理解决方案的不同途径。根据所获得的证据,我们认为,商业智能侧重于技术进步和运营整合,而 BA 则更倾向于预测分析和数据驱动的客户参与。这些见解让管理者更好地理解了商业智能和业务流程分析的作用,为其战略应用(从提高服务质量到客户参与创新)提供了指导。这种方法的新颖之处在于它使用了 Gioia 方法,通过比较分析来评估商业智能和业务流程分析各自独立但又相辅相成的作用,并加强旅游业的实践。
Business intelligence and business analytics in tourism: insights through Gioia methodology
Although Business Intelligence (BI) and Business Analytics (BA) have been widely adopted in the tourism sector, comparative research using BI and BA remains scarce. To fill this gap in the literature, the present study explores how BI and BA contribute to strategic innovation, address operational challenges, and enhance customer engagement. To this end, using a dual-method approach that incorporates both quantitative and qualitative methodologies, we first conduct a bibliometric analysis using SciMAT. This sets the stage for the subsequent application of the Gioia methodology. Specifically, we perform an in-depth qualitative examination of a total of 12 scholarly articles on the tourism sector, evenly split between BI and BA. Upon synthesizing the findings on the roles of BI and BA, we outline distinct pathways through which they influence tourism sector management solutions. Based on the obtained evidence, we argue that, while BI focuses on technological advancement and operational integration, BA is more aligned with predictive analytics and data-driven customer engagement. These insights provide managers with a better understanding of the roles of BI and BA, serving as a guide for their strategic applications, from improving service quality to innovating in customer engagement. The novelty of this approach lies in its use of the Gioia methodology, in a comparative analysis to evaluate the separate yet complementarily roles of BI and BA, and in enhancing tourism industry practices.
期刊介绍:
The International Entrepreneurship and Management Journal (IEMJ) publishes high quality manuscripts dealing with entrepreneurship, broadly defined, and the management of entrepreneurial organizations. The journal will expand the study of entrepreneurship and management by publishing innovative articles based on different perspectives using a variety of methodological approaches and showing the practical implications of the research for its readership. IEMJ is unique; providing a multi-disciplinary forum for researchers, scholars, consultants, entrepreneurs, businessmen, managers and practitioners in the field of entrepreneurship. The journal covers the relationship between management and entrepreneurship including both conceptual and empirical papers, leading to an improvement in the understanding of international entrepreneurial perspectives of the organisations concerned. Entrepreneurial studies are important in creating new economic activity that in turn increases innovation, employment, economic wealth and growth. The journal focuses on the diverse and complex characteristics of entrepreneurship in SMEs and large companies in local, regional, national or international markets that lead to competitiveness in the face of the effects of globalization. Though preference will be given to manuscripts that are international in scope, papers focused on domestic contexts and issues are welcome also, in order to facilitate the sharing of knowledge and potential generalizability of findings worldwide. IEMJ will publish original papers which contribute to the advancement of the field of entrepreneurship and the interface between management and entrepreneurship, as well as articles on business corporate strategy and government economic policy. On occasions, the journal will also feature case studies of successful firms or other cases having important practical implications. The journal places great emphasis on the quality of the papers it publishes. Submission of a paper will imply that it contains original unpublished work and is not being submitted for publication elsewhere. Officially cited as: Int Entrep Manag J