Big data and innovative organizational performance: Evidence from a moderated-mediated model

被引：5

作者：

Demir, Mahmut ^{[1
]}

Sen Demir, Sirvan ^{[2
]}

Yasar, Emre ^{[3
]}

机构：

[1] Isparta Univ Appl Sci, Dept Tourism Management, Fac Tourism, Isparta, Turkey

[2] Suleyman Demirel Univ, Fac Econ & Adm Sci, Dept Tourism Management, Isparta, Turkey

[3] Isparta Univ Appl Sci, Fac Tourism, Dept Tourism Guidance, Isparta, Turkey

来源：

CREATIVITY AND INNOVATION MANAGEMENT | 2022年 / 31卷 / 04期

关键词：

analytics capabilities; big data utilization; hotels; innovative organizational performance; knowledge sharing; DATA ANALYTICS CAPABILITIES; FIRM PERFORMANCE; INFORMATION; CHALLENGES; IMPACT; OPPORTUNITIES; MANAGERIAL; MANAGEMENT; QUESTIONS;

D O I：

10.1111/caim.12525

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

Big data in hotels is crucial in new business models, processes and methods for improving innovative organizational performance. This study investigates how big data and its sharing directly impact innovative organizational performance through big data analytics capabilities. Research data collected from 438 participants at 36 five-star hotels were analysed using structural equation models. The analysis found that using and sharing big data in hotels directly affects big data analytics capabilities and innovative organizational performance. Furthermore, analytical capacities mediate between using and sharing big data and creative organizational performance. These results have some theoretical and practical implications.

引用

页码：696 / 709

页数：14

共 109 条

[31] EVALUATING STRUCTURAL EQUATION MODELS WITH UNOBSERVABLE VARIABLES AND MEASUREMENT ERROR
FORNELL, C
LARCKER, DF
[J]. JOURNAL OF MARKETING RESEARCH, 1981, 18 (01) : 39 - 50
[32] Franca R.P., 2020, BIG DATA IOT MACHINE, P185
[33] G?n?l B.K., 2020, MANAS SOSYAL ARA T R, V9, P1648, DOI [10.33206/mjss.519882, DOI 10.33206/MJSS.519882]
[34] ORGANIZATION DESIGN - INFORMATION PROCESSING VIEW
GALBRAITH, JR
[J]. INTERFACES, 1974, 4 (03) : 28 - 36
[35] Assessing the impact of big data on firm innovation performance: Big data is not always better data
Ghasemaghaei, Maryam
Calic, Goran
[J]. JOURNAL OF BUSINESS RESEARCH, 2020, 108 : 147 - 162
[36] Does data analytics use improve firm decision making quality? The role of knowledge sharing and data analytics competency
Ghasemaghaei, Maryam
[J]. DECISION SUPPORT SYSTEMS, 2019, 120 : 14 - 24
[37] A robust fuzzy stochastic programming for sustainable procurement and logistics under hybrid uncertainty using big data
Gholizadeh, Hadi
Fazlollahtabar, Hamed
Khalilzadeh, Mohammad
[J]. JOURNAL OF CLEANER PRODUCTION, 2020, 258
[38] Branding luxury hotels: Evidence from the analysis of consumers' "big" visual data on TripAdvisor
Giglio, Simona
Pantano, Eleonora
Bilotta, Eleonora
Melewar, T. C.
[J]. JOURNAL OF BUSINESS RESEARCH, 2020, 119 : 495 - 501
[39] Technology, ICT and tourism: from big data to the big picture
Gossling, Stefan
[J]. JOURNAL OF SUSTAINABLE TOURISM, 2021, 29 (05) : 849 - 858
[40] Gunaydin Y., 2021, Journal of Tourism Theory and Research, V7, P11, DOI [10.24288/jttr.823952, DOI 10.24288/JTTR.823952]

← 1 2 3 4 5 6 7 8 9 10 →