The Role of Big Data Analytics in Manufacturing Agility and Performance : Moderation-Mediation Analysis of Organizational Creativity and of the Involvement of Customers as Data Analysts
Awan, Usama; Bhatti, Sabeen Hussain; Shamim, Saqib; Khan, Zaheer; Akhtar, Pervaiz; Balta, Maria Elisavet (2021-10-11)
Wiley
11.10.2021
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2021102652466
https://urn.fi/URN:NBN:fi-fe2021102652466
Kuvaus
vertaisarvioitu
©2021 Wiley. This is the peer reviewed version of the following article: Awan, U., Bhatti, S. H., Shamim, S., Khan, Z., Akhtar, P. & Balta, M. E. (2021). The Role of Big Data Analytics in Manufacturing Agility and Performance: Moderation-Mediation Analysis of Organizational Creativity and of the Involvement of Customers as Data Analysts. British Journal of Management. which has been published in final form at https://doi.org/10.1111/1467-8551.12549. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. This article may not be enhanced, enriched or otherwise transformed into a derivative work, without express permission from Wiley or by statutory rights under applicable legislation. Copyright notices must not be removed, obscured or modified. The article must be linked to Wiley’s version of record on Wiley Online Library and any embedding, framing or otherwise making available the article or pages thereof by third parties from platforms, services and websites other than Wiley Online Library must be prohibited.
©2021 Wiley. This is the peer reviewed version of the following article: Awan, U., Bhatti, S. H., Shamim, S., Khan, Z., Akhtar, P. & Balta, M. E. (2021). The Role of Big Data Analytics in Manufacturing Agility and Performance: Moderation-Mediation Analysis of Organizational Creativity and of the Involvement of Customers as Data Analysts. British Journal of Management. which has been published in final form at https://doi.org/10.1111/1467-8551.12549. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. This article may not be enhanced, enriched or otherwise transformed into a derivative work, without express permission from Wiley or by statutory rights under applicable legislation. Copyright notices must not be removed, obscured or modified. The article must be linked to Wiley’s version of record on Wiley Online Library and any embedding, framing or otherwise making available the article or pages thereof by third parties from platforms, services and websites other than Wiley Online Library must be prohibited.
Tiivistelmä
The involvement of customers as data analysts enables firms to gain valuable insights and create value from big data. We provide a theoretical explanation, drawn from the resource-based view, for the influence of the involvement of customers as data analysts and of the development of big data analytics (BDA) capabilities in business-to-business contexts as routes to manufacturing agility and performance. Our study empirically tested a framework in which organizational creativity and the involvement of customers as data analysts may differentially influence the relationship between BDA capabilities and manufacturing agility. We further tested whether the relative impact of manufacturing agility depends on organizational creativity and the involvement of customers as data analysts. To test our proposed framework, we took a partial least-squares structural modelling approach using data collected through a survey involving 179 engineering manufacturers operating across different industrial sectors in Pakistan. We provide evidence for organizational creativity and customer involvement, presenting a promising opportunity for manufacturers to gain better insights from resources, and for the deployment of BDA capabilities leading to better manufacturing agility and performance.
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- Artikkelit [2910]