How big data analytics enables the alliance relationship stability of contract farming in the age of digital transformation

Shunzhi Lin; Jiabao Lin; Feiyun Han; Xin (Robert) Luo

doi:10.1016/j.im.2022.103680

How big data analytics enables the alliance relationship stability of contract farming in the age of digital transformation

Shunzhi Lin
, Jiabao Lin
, Feiyun Han
, Xin (Robert) Luo

Research output: Contribution to journal › Article › peer-review

57 Citations (Scopus)

Abstract

Notwithstanding the potential of big data analytics technology for alliance management, there is a lack of understanding of how such digital technology influences alliance relationship stability (ARS). Drawing on the information technology-enabled organizational capabilities (IT-enabled OCs) perspective, this study empirically verifies that big data analytics promotes ARS and risk management capability. Moreover, market risk management capability (MRM) enhances ARS, and data quality moderates the relationship between big data analytics usage (BDU) and MRM. This research reveals the impact mechanism of BDU on the ARS. Implications for management and future research are presented as well.

Original language	English
Article number	103680
Journal	Information and Management
Volume	59
Issue number	6
DOIs	https://doi.org/10.1016/j.im.2022.103680
Publication status	Published - Sept 2022
Externally published	Yes

Keywords

Alliance relationship stability
Big data analytics
Data quality
Risk management capability

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10.1016/j.im.2022.103680

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title = "How big data analytics enables the alliance relationship stability of contract farming in the age of digital transformation",

abstract = "Notwithstanding the potential of big data analytics technology for alliance management, there is a lack of understanding of how such digital technology influences alliance relationship stability (ARS). Drawing on the information technology-enabled organizational capabilities (IT-enabled OCs) perspective, this study empirically verifies that big data analytics promotes ARS and risk management capability. Moreover, market risk management capability (MRM) enhances ARS, and data quality moderates the relationship between big data analytics usage (BDU) and MRM. This research reveals the impact mechanism of BDU on the ARS. Implications for management and future research are presented as well.",

keywords = "Alliance relationship stability, Big data analytics, Data quality, Risk management capability",

author = "Shunzhi Lin and Jiabao Lin and Feiyun Han and Luo, \{Xin (Robert)\}",

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AU - Lin, Shunzhi

AU - Lin, Jiabao

AU - Han, Feiyun

AU - Luo, Xin (Robert)

PY - 2022/9

Y1 - 2022/9

N2 - Notwithstanding the potential of big data analytics technology for alliance management, there is a lack of understanding of how such digital technology influences alliance relationship stability (ARS). Drawing on the information technology-enabled organizational capabilities (IT-enabled OCs) perspective, this study empirically verifies that big data analytics promotes ARS and risk management capability. Moreover, market risk management capability (MRM) enhances ARS, and data quality moderates the relationship between big data analytics usage (BDU) and MRM. This research reveals the impact mechanism of BDU on the ARS. Implications for management and future research are presented as well.

AB - Notwithstanding the potential of big data analytics technology for alliance management, there is a lack of understanding of how such digital technology influences alliance relationship stability (ARS). Drawing on the information technology-enabled organizational capabilities (IT-enabled OCs) perspective, this study empirically verifies that big data analytics promotes ARS and risk management capability. Moreover, market risk management capability (MRM) enhances ARS, and data quality moderates the relationship between big data analytics usage (BDU) and MRM. This research reveals the impact mechanism of BDU on the ARS. Implications for management and future research are presented as well.

KW - Alliance relationship stability

KW - Big data analytics

KW - Data quality

KW - Risk management capability

UR - https://www.scopus.com/pages/publications/85133906357

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DO - 10.1016/j.im.2022.103680

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JO - Information and Management

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M1 - 103680

ER -

How big data analytics enables the alliance relationship stability of contract farming in the age of digital transformation

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Keywords

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