The impact of Big Data analytics and data security practices on service supply chain performance
Purpose: The purpose of this paper is to investigate the effects of Big Data analytics, data security and service supply chain innovation capabilities on services supply chain performance. Design/methodology/approach: The paper draws on the relational view of resource-based theory to propose a theo...
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| Format: | Article |
| Language: | English |
| Published: |
Emerald
2018
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| Online Access: | http://umpir.ump.edu.my/id/eprint/23607/ http://umpir.ump.edu.my/id/eprint/23607/1/The%20impact%20of%20Big%20Data%20analytics%20and%20data%20security1.pdf |
| _version_ | 1848821844956676096 |
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| author | Fernando, Yudi Chidambaram, Ramanathan R. M. Wahyuni-TD, Ika Sari |
| author_facet | Fernando, Yudi Chidambaram, Ramanathan R. M. Wahyuni-TD, Ika Sari |
| author_sort | Fernando, Yudi |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Purpose: The purpose of this paper is to investigate the effects of Big Data analytics, data security and service supply chain innovation capabilities on services supply chain performance.
Design/methodology/approach: The paper draws on the relational view of resource-based theory to propose a theoretical model. The data were collected through survey of 145 service firms.
Findings: The results of this study found that the Big Data analytics has a positive and significant relationship with a firm’s ability to manage data security and a positive impact on service supply chain innovation capabilities and service supply chain performance. This study also found that most service firms participating in this study used Big Data analytics to execute existing algorithms faster with larger data sets. |
| first_indexed | 2025-11-15T02:31:49Z |
| format | Article |
| id | ump-23607 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:31:49Z |
| publishDate | 2018 |
| publisher | Emerald |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-236072019-01-03T07:20:58Z http://umpir.ump.edu.my/id/eprint/23607/ The impact of Big Data analytics and data security practices on service supply chain performance Fernando, Yudi Chidambaram, Ramanathan R. M. Wahyuni-TD, Ika Sari HD28 Management. Industrial Management Purpose: The purpose of this paper is to investigate the effects of Big Data analytics, data security and service supply chain innovation capabilities on services supply chain performance. Design/methodology/approach: The paper draws on the relational view of resource-based theory to propose a theoretical model. The data were collected through survey of 145 service firms. Findings: The results of this study found that the Big Data analytics has a positive and significant relationship with a firm’s ability to manage data security and a positive impact on service supply chain innovation capabilities and service supply chain performance. This study also found that most service firms participating in this study used Big Data analytics to execute existing algorithms faster with larger data sets. Emerald 2018 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/23607/1/The%20impact%20of%20Big%20Data%20analytics%20and%20data%20security1.pdf Fernando, Yudi and Chidambaram, Ramanathan R. M. and Wahyuni-TD, Ika Sari (2018) The impact of Big Data analytics and data security practices on service supply chain performance. Benchmarking: An International Journal, 25 (9). pp. 4009-4034. ISSN 1463-5771. (Published) https://doi.org/10.1108/BIJ-07-2017-0194 https://doi.org/10.1108/BIJ-07-2017-0194 |
| spellingShingle | HD28 Management. Industrial Management Fernando, Yudi Chidambaram, Ramanathan R. M. Wahyuni-TD, Ika Sari The impact of Big Data analytics and data security practices on service supply chain performance |
| title | The impact of Big Data analytics and data security practices on service supply chain performance |
| title_full | The impact of Big Data analytics and data security practices on service supply chain performance |
| title_fullStr | The impact of Big Data analytics and data security practices on service supply chain performance |
| title_full_unstemmed | The impact of Big Data analytics and data security practices on service supply chain performance |
| title_short | The impact of Big Data analytics and data security practices on service supply chain performance |
| title_sort | impact of big data analytics and data security practices on service supply chain performance |
| topic | HD28 Management. Industrial Management |
| url | http://umpir.ump.edu.my/id/eprint/23607/ http://umpir.ump.edu.my/id/eprint/23607/ http://umpir.ump.edu.my/id/eprint/23607/ http://umpir.ump.edu.my/id/eprint/23607/1/The%20impact%20of%20Big%20Data%20analytics%20and%20data%20security1.pdf |