Big data in tourism marketing: past research and future opportunities

Q1 Business, Management and Accounting
Sofía Blanco-Moreno, Ana M. González-Fernández, Pablo Muñoz-Gallego
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引用次数: 5

Abstract

Purpose The purpose of this study was to uncover representative emergent areas and to examine the research area of marketing, tourism and big data (BD) to assess how these thematic areas have developed over a 27-year time period from 1996 to 2022. This study analyzed 1,152 studies to identify the principal thematic areas and emergent topics, principal theories used, predominant forms of analysis and the most productive authors in terms of research. Design/methodology/approach The articles for this research were all selected from the Web of Science database. A systematic and quantitative literature review was performed. This study used SciMAT software to extract indicators. Specifically, this study analyzed productivity and produced a science map. Findings The findings suggest that interest in this area has increased gradually. The outputs also reveal the innovative effort of industry in new technologies for developing models for tourism marketing. Ten research areas were identified: “destination marketing,” “mobility patterns,” “co-creation,” “gastronomy,” “sustainability,” “tourist behavior,” “market segmentation,” “artificial neural networks,” “pricing” and “tourist satisfaction.” Originality/value This work is unique in proposing an agenda for future research into tourism marketing research with new technologies such as BD and artificial intelligence techniques. In addition, the results presented here fill the current gap in the research since while there have been literature reviews covering tourism with BD or marketing, these areas have not been studied as a whole.
旅游营销中的大数据:过去的研究与未来的机遇
本研究的目的是揭示具有代表性的新兴领域,并考察市场营销、旅游和大数据(BD)的研究领域,以评估这些主题领域在1996年至2022年的27年间的发展情况。本研究分析了1152项研究,以确定主要的主题领域和新兴主题、使用的主要理论、主要的分析形式和研究方面最富有成效的作者。设计/方法/方法本研究的文章均选自Web of Science数据库。进行了系统和定量的文献综述。本研究使用SciMAT软件提取指标。具体来说,这项研究分析了生产力,并制作了一张科学地图。这些发现表明,人们对这一领域的兴趣正在逐渐增加。这些产出还揭示了行业在开发旅游营销模式的新技术方面的创新努力。确定了10个研究领域:“目的地营销”、“移动模式”、“共同创造”、“美食”、“可持续性”、“游客行为”、“市场细分”、“人工神经网络”、“定价”和“游客满意度”。独创性/价值这项工作的独特之处在于,它为未来旅游营销研究的新技术(如BD和人工智能技术)提出了一个议程。此外,这里提出的结果填补了目前研究的空白,因为虽然有关于旅游与BD或营销的文献综述,但这些领域并没有作为一个整体进行研究。
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来源期刊
Spanish Journal of Marketing - ESIC
Spanish Journal of Marketing - ESIC Business, Management and Accounting-Marketing
CiteScore
9.10
自引率
0.00%
发文量
21
审稿时长
12 weeks
期刊介绍: Expected manuscript profile: SJM-ESIC is especially interested in submissions that include unique and novel contributions on the frontier of knowledge, focused on emerging areas relevant to academic research in marketing or even opening new research niches. New methodologies and techniques are particularly appreciated. SJM-ESIC welcomes a wide array of original contributions (quantitative or qualitative empirical analysis, critical literature reviews, meta-analysis, theoretical papers, agenda for future research, etc.), as well as research that cross the frontiers between marketing and other related areas. Submitted manuscripts can be focused on Spanish, Latin-American, but also any other relevant market. Agenda for Future Research: Considering the interest of the SJM-ESIC for unique and novel contributions on the frontier of knowledge, this section aims to create a space for critical reflection of new directions in which future specialized research in the marketing field should advance. The Agenda for Future Research section welcomes contributions outlining emerging opportunities in the marketing discipline derived, for example, from changes in consumers'' behaviour. New challenges in this evolving field might be also addressed. In sum, this section aims to propose new research avenues for marketing academics in order to inspire future research agendas. Leading researchers in the marketing discipline, either alone or in collaboration, are highly encouraged to contribute to this Agenda for Future Research section. Due to the particularities of this type of contributions, no restrictions on manuscript structure apply.
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