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Predicting HR Professionals’ Adoption of HR Analytics: An Extension of UTAUT Model

Author

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  • Ekka Susmita

    (University of Hyderabad, School of Management Studies, Hyderabad, India)

  • Singh Punam

    (University of Hyderabad, School of Management Studies, Hyderabad, India)

Abstract

Background and Purpose: To scale up HR innovation with HR technology, organizations worldwide are putting effort into adopting HR Analytics (HRA) among HR professionals and the actual use of HRA for organizational decision-making. This study aims to explore the behavioral intention to use HRA from the perspective of HR professionals by using UTAUT. Methodology: Partial least squares structural equation modeling (PLS-SEM) was employed to validate the model based on data collected via a survey from 270 HR professionals in India. Results: The result revealed a significant positive impact of performance expectancy, effort expectancy, social influence, and facilitating condition on behavioral intention to use HRA. However, organization culture negatively moderates the relationship between HRA adoption intention and adoption behavior. The establishment of organizational culture as a moderator in Indian organizations is unique. Conclusion: The study extends the explanatory context of UTAUT and provides feasibility for the organizations to guide HR professionals to adopt HRA from multiple paths of intention and usage behavior. Managers, business leaders, and policymakers can use this finding to assist HRA adoption in their organizations.

Suggested Citation

  • Ekka Susmita & Singh Punam, 2022. "Predicting HR Professionals’ Adoption of HR Analytics: An Extension of UTAUT Model," Organizacija, Sciendo, vol. 55(1), pages 77-93, February.
    • Handle: RePEc:vrs:organi:v:55:y:2022:i:1:p:77-93:n:5
    DOI: 10.2478/orga-2022-0006
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    References listed on IDEAS

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    1. Marko Sarstedt & Christian M. Ringle & Joseph F. Hair, 2022. "Partial Least Squares Structural Equation Modeling," Springer Books, in: Christian Homburg & Martin Klarmann & Arnd Vomberg (ed.), Handbook of Market Research, pages 587-632, Springer.
    2. George G. Gordon & Nancy DiTomaso, 1992. "Predicting Corporate Performance From Organizational Culture," Journal of Management Studies, Wiley Blackwell, vol. 29(6), pages 783-798, November.
    3. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    4. Tsui, Anne S. & Wang, Hui & Xin, Katherine R., 2006. "Organizational Culture in China: An Analysis of Culture Dimensions and Culture Types," Management and Organization Review, Cambridge University Press, vol. 2(3), pages 345-376, November.
    5. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    6. Frambach, Ruud T. & Schillewaert, Niels, 2002. "Organizational innovation adoption: a multi-level framework of determinants and opportunities for future research," Journal of Business Research, Elsevier, vol. 55(2), pages 163-176, February.
    7. Anne S. Tsui & Hui Wang & Katherine R. Xin, 2006. "Organizational Culture in China: An Analysis of Culture Dimensions and Culture Types," Management and Organization Review, The International Association for Chinese Management Research, vol. 2(3), pages 345-376, November.
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