دسته بندی:
مدیریت دانش - knowledge management
سال انتشار:
2021
عنوان انگلیسی مقاله:
Big data management capabilities in the hospitality sector: Service innovation and customer generated online quality ratings
ترجمه فارسی عنوان مقاله:
قابلیتهای مدیریت دادههای بزرگ در بخش مهماننوازی: نوآوری خدمات و رتبهبندی کیفیت آنلاین توسط مشتری
منبع:
ScienceDirect- Elsevier- Computers in Human Behavior, 121 (2021) 106777: doi:10:1016/j:chb:2021:106777
نویسنده:
Saqib Shamim
چکیده انگلیسی:
Despite the wide usage of big data in tourism and the hospitality sector, little research has been done to un-
derstand 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 rat-
ings. 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.
Author contribution
keywords: مدیریت داده های بزرگ | قابلیت های پویا | نوآوری خدمات | ایجاد دانش | رتبه بندی کیفیت آنلاین ایجاد شده توسط مشتری | مهمان نوازی | Big data management | Dynamic capabilities | Service innovation | Knowledge creation | Customer generated online quality rating | Hospitality
قیمت: رایگان
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