상세검색
최근 검색어 전체 삭제
다국어입력
즐겨찾기0
The Journal of Asian Finance, Economics, and Business Vol. 10 No.2.jpg
KCI등재 학술저널

Influence of Big Data Analytics Capability on Innovation and Performance in the Hotel Industry in Malaysia

Influence of Big Data Analytics Capability on Innovation and Performance in the Hotel Industry in Malaysia

DOI : 10.13106/jafeb.2023.vol10.no2.0109
  • 59

This study aims to address the literature gap by examining the direct relationship between big data analytics capability, marketing innovation, and organizational innovations. Additionally, this study would examine big data analytics capability as the antecedent for both innovation types and how these relationships influence firm performance. The research model is developed based on the integration of resource-based view and knowledge-based view theories. The quantitative method is used as the research methodology for this study. Based on a purposive sampling method, a total of 115 questionnaires were obtained from managers in star-rated hotels located in Malaysia. Partial least square structural equation modeling (PLS-SEM) is utilized for the data analysis. The result shows that big data analytics capability positively affects marketing and organizational innovations. The findings show that big data analytics capability and organizational innovation positively influence firm performance. Nonetheless, the result revealed that marketing innovation is not positively related to firm performance. The findings also indicate to hotel managers the importance of big data analytic capability and the resources required to build and develop this capability. The contributions from this study enrich the literature on big data and innovation, which is particularly limited in the hospitality and tourism context.

1. Introduction

2. Literature Review

3. Methodology

4. Results

5. Discussion

6. Conclusion

References

로딩중