Skip to main navigation Skip to search Skip to main content

Big data management capabilities in the hospitality sector: service innovation and customer generated online quality ratings

Saqib Shamim*, Yumei Yang, Najam Ul Zia, Mahmood Shah

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    86 Citations (Scopus)
    32 Downloads (Pure)

    Abstract

    Despite the wide usage of big data in tourism and the hospitality sector, little research has been done to understand the role of organizations’ capability of managing big data in value creation. This study bridges this gap by investigating how big data management capabilities lead to service innovation and high online quality ratings. Instead of treating big data management as a whole, we access big data management capabilities at the strategic and operational level. Using a sample of 202 hotels in Pakistan, we collected the primary data for big data capabilities, knowledge creation and service innovation; the secondary data about quality rating were collected from Booking.com. Structural equation modelling through SmartPLS was used for data analysis. The results indicated that big data management capabilities lead to high online quality ratings through the mediation of knowledge creation and service innovation. We contribute to the current literature by empirically testing how strategic level big data capabilities enable the firm to add value in innovativeness and positive online quality ratings through acquiring, contextualizing, experimenting and applying big data.
    Original languageEnglish
    Article number106777
    JournalComputers in Human Behavior
    Volume121
    Early online date17 Mar 2021
    DOIs
    Publication statusPublished - 1 Aug 2021

    Keywords

    • Big data management
    • dynamic capabilities
    • service innovation
    • knowledge creation
    • customer generated online quality rating
    • hospitality

    Fingerprint

    Dive into the research topics of 'Big data management capabilities in the hospitality sector: service innovation and customer generated online quality ratings'. Together they form a unique fingerprint.

    Cite this