Hidden theorizing in big data analytics: With a reference to tourism design research
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DOI: 10.1016/j.annals.2020.102931
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References listed on IDEAS
- Ritu Agarwal & Vasant Dhar, 2014. "Editorial —Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research," Information Systems Research, INFORMS, vol. 25(3), pages 443-448, September.
- Sivarajah, Uthayasankar & Kamal, Muhammad Mustafa & Irani, Zahir & Weerakkody, Vishanth, 2017. "Critical analysis of Big Data challenges and analytical methods," Journal of Business Research, Elsevier, vol. 70(C), pages 263-286.
- Gunter, Ulrich & Önder, Irem, 2016. "Forecasting city arrivals with Google Analytics," Annals of Tourism Research, Elsevier, vol. 61(C), pages 199-212.
- Ferguson, Graham & Megehee, Carol M. & Woodside, Arch G., 2017. "Culture, religiosity, and economic configural models explaining tipping-behavior prevalence across nations," Tourism Management, Elsevier, vol. 62(C), pages 218-233.
- repec:jda:journl:vol.53:year:2019:issue4:pp217-228 is not listed on IDEAS
- Xiang, Zheng & Magnini, Vincent P. & Fesenmaier, Daniel R., 2015. "Information technology and consumer behavior in travel and tourism: Insights from travel planning using the internet," Journal of Retailing and Consumer Services, Elsevier, vol. 22(C), pages 244-249.
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Cited by:
- Yu, Joanne & Egger, Roman, 2021. "Color and engagement in touristic Instagram pictures: A machine learning approach," Annals of Tourism Research, Elsevier, vol. 89(C).
- Yanan Jia & Anshul Garg & Peihua Shi, 2024. "Research on Factors Influencing Hotel Consumers’ Health: A Systematic Review and Ways Forward," Sustainability, MDPI, vol. 16(5), pages 1-17, March.
- Papatheodorou, Andreas, 2021. "A review of research into air transport and tourism," Annals of Tourism Research, Elsevier, vol. 87(C).
- Omid Oshriyeh, 2023. "Applied data science in tourism (Interdisciplinary approaches, methodologies, and applications," Information Technology & Tourism, Springer, vol. 25(1), pages 133-136, March.
- Weaver, Adam, 2021. "Tourism, big data, and a crisis of analysis," Annals of Tourism Research, Elsevier, vol. 88(C).
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Keywords
Tourism design; Big data analytics; Inductive reasoning; Theory building;All these keywords.
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