Hidden theorizing in big data analytics: With a reference to tourism design research

Mazanec, Josef A.

doi:10.1016/j.annals.2020.102931

Cited by 36 publications

(24 citation statements)

References 31 publications

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“…Business intelligence and big data play an important role in an organization's digital transformation attempts in general in companies in hospitality and tourism industry, thereby being able to encourage greater effectiveness, efficiency, and strategies to determine new business models and bring successful and useful change. Accordingly, business intelligence and big data can create a competitive advantage for many company businesses in the hotel and tourism industry [14]. The use of customer data, if managed by companies officially of legally, ethically, and effectively can lead to that competitive advantage through greater insight into consumer behavior both online and offline [8].…”

Section: A Critical Discussion On the Articles Regarding The Level (Or How Much) The Effect Or Change In Hospitality And Tourism Sector Amentioning

confidence: 99%

“…Therefore, hospitality and tourism companies must assure those insights into their customer behavior do not compromise their privacy and instead give equal weight to efforts to achieve both goals [8]. These technologies will bother and design the supply chain with shifting business models and in the long run, that will result in increased efficiency and productivity [14]. New markets, including specialty markets, new destinations, and new enhanced hospitality and tourism activities will open up and promote economic growth in a more sustainable environment [14].…”

Section: A Critical Discussion On the Articles Regarding The Level (Or How Much) The Effect Or Change In Hospitality And Tourism Sector Amentioning

confidence: 99%

“…These technologies will bother and design the supply chain with shifting business models and in the long run, that will result in increased efficiency and productivity [14]. New markets, including specialty markets, new destinations, and new enhanced hospitality and tourism activities will open up and promote economic growth in a more sustainable environment [14].…”

Section: A Critical Discussion On the Articles Regarding The Level (Or How Much) The Effect Or Change In Hospitality And Tourism Sector Amentioning

confidence: 99%

“…Allows a better understanding of customer needs, wants, expectations, preferences, behavior, and customer satisfaction, and other hospitality and tourism issues [9]. Hospitality and tourism companies can collect and analyze this type of data with unprecedented breadth, depth, and speed over periods of consumption that often last several days [14].…”

Section: ) Better Understanding and Analysis Of Customers And Companiesmentioning

confidence: 99%

“…To anticipate demand, optimize Research and Development (R&D), and improve sourcing. Forecasts can assist hospitality and tourism industry in making strategic business decisions [14].…”

Section: ) Enable Companies In Better Project Work and Forecastmentioning

confidence: 99%

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The Positive Impact of Implementation Business Intelligence and Big Data in Hospitality and Tourism Sector

Madyatmadja¹,

Adiba²,

Sembiring³

et al. 2021

IJETAE

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In today’s digital era, technological developments are increasingly rapid, advanced, and have an incredibly positive impact on every aspect in various sectors (especially in industry). The increase in what is being done with the internet is bound to result in the data population increasing at a very fast rate as well. The huge amount of data and of various types makes it impossible to manage, analyze, interpret, and trace traditionally making it increasingly difficult for the industry to obtain relevant, timely, and unable to perform decision-making analysis due to a lack of time to actually consume the data so the industry has to work hard and spend a lot of money to produce quality information. Business intelligence and big data are forms of implementation that can answer the needs of all the hospitality and tourism industries. The purpose of this research paper is to explore, study, and discuss the results of a comprehensive analysis of many journal articles in understanding research related to the positive impacts in hospitality and tourism sector (especially in industry) after implementing business intelligence and big data based on empirical findings by employing a systematic literature review method from academic journal articles that have been indexed in the Scopus database and the Web of Science. Business intelligence and big data play a crucial role in an organization's digital transformation attempts in general in companies in hospitality and tourism industry, thereby can create a competitive advantage and be able to encourage greater effectiveness, efficiency, and strategies to determine new business models and bring successful and useful change for numerous company businesses in hospitality and tourism industry for numerous company businesses within the in hospitality and tourism industry

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Section: A Critical Discussion On the Articles Regarding The Level (Or How Much) The Effect Or Change In Hospitality And Tourism Sector Amentioning

confidence: 99%

Section: A Critical Discussion On the Articles Regarding The Level (Or How Much) The Effect Or Change In Hospitality And Tourism Sector Amentioning

confidence: 99%

Section: A Critical Discussion On the Articles Regarding The Level (Or How Much) The Effect Or Change In Hospitality And Tourism Sector Amentioning

confidence: 99%

Section: ) Better Understanding and Analysis Of Customers And Companiesmentioning

confidence: 99%

“…To anticipate demand, optimize Research and Development (R&D), and improve sourcing. Forecasts can assist hospitality and tourism industry in making strategic business decisions [14].…”

Section: ) Enable Companies In Better Project Work and Forecastmentioning

confidence: 99%

See 3 more Smart Citations

The Positive Impact of Implementation Business Intelligence and Big Data in Hospitality and Tourism Sector

Madyatmadja¹,

Adiba²,

Sembiring³

et al. 2021

IJETAE

View full text Add to dashboard Cite

show abstract

Impact of tourism destination image on perceived usefulness of online reviews: Psychological distance effect and two methodologies

Chang,

2024

Journal of Tourism Research

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This study aimed to empirically verify the impact of tourism destination image on perceived usefulness from the perspective of construal‐level theory. It also attempted to compare the results of the survey and data mining techniques regarding methodology. An online survey was initially conducted, and statistical analysis was performed using the R program. Concurrently, 25,952 reviews from TripAdvisor were gathered using a web crawler, Octoparse, and analyzed using the Tidyverse approach. The results indicated that, in the probabilistically distant group, affective destination image had a significant effect on perceived usefulness, whereas cognitive image did not affect perceived usefulness. Contrastingly, in the probabilistically close group, cognitive images had a stronger effect on perceived usefulness than affective images. Both the influential relationship between affective and cognitive images and the comparison of the two research methods were partially supported. These findings have theoretical and practical implications.

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Social Media Approaches and Communication Strategies in Tourism

Minazzi¹

2020

Handbook of E-Tourism

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Hidden theorizing in big data analytics: With a reference to tourism design research

Cited by 36 publications

References 31 publications

The Positive Impact of Implementation Business Intelligence and Big Data in Hospitality and Tourism Sector

The Positive Impact of Implementation Business Intelligence and Big Data in Hospitality and Tourism Sector

Impact of tourism destination image on perceived usefulness of online reviews: Psychological distance effect and two methodologies

Social Media Approaches and Communication Strategies in Tourism

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