Breaking barriers: driving HR analytics adoption in small and medium-sized enterprises

Publication typeJournal Article
Publication date2025-02-26
scimago Q2
wos Q3
SJR0.443
CiteScore3.0
Impact factor2.0
ISSN20493983, 20493991
Abstract
Purpose

This study aimed to investigate the primary factors driving human resource analytics adoption in small and medium-sized organizations. The research seeks to confirm and expand the UTAUT model using direct predictors and a unique moderator to understand contextual complexities in a developing country.

Design/methodology/approach

This study employed convenience sampling to survey 308 HR experts with an 88% response rate, uncovering valuable insights into technology integration. SPSS and AMOS 21.0 were used for analysis.

Findings

The influencing elements for adopting human resource analytics in these firms were performance expectancy, effort expectancy, facilitating conditions and social influence. Moreover, personal innovativeness, fear appeal and perceived trust were highlighted as additional significant determinants. Finally, perceived supervisor support was reported as a significant moderator in driving human resource analytics adoption.

Originality/value

The study comprehensively models the elements that influence the adoption of human resource analytics in SMEs of a developing economy. The research validates and expands upon the unified theory of acceptance and use of technology, analyzing key contributors and a unique context-specific moderator using robust statistical methods.

Found 
Found 

Top-30

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Publishers

1
Publishing House Helvetica (Publications)
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Emerald
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GOST |
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GOST Copy
Ilyas M. et al. Breaking barriers: driving HR analytics adoption in small and medium-sized enterprises // Evidence-based HRM. 2025.
GOST all authors (up to 50) Copy
Ilyas M., Alam W., Ahmad A. Breaking barriers: driving HR analytics adoption in small and medium-sized enterprises // Evidence-based HRM. 2025.
RIS |
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RIS Copy
TY - JOUR
DO - 10.1108/ebhrm-01-2024-0015
UR - https://www.emerald.com/insight/content/doi/10.1108/EBHRM-01-2024-0015/full/html
TI - Breaking barriers: driving HR analytics adoption in small and medium-sized enterprises
T2 - Evidence-based HRM
AU - Ilyas, Muhammad
AU - Alam, Waqar
AU - Ahmad, Aziz
PY - 2025
DA - 2025/02/26
PB - Emerald
SN - 2049-3983
SN - 2049-3991
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2025_Ilyas,
author = {Muhammad Ilyas and Waqar Alam and Aziz Ahmad},
title = {Breaking barriers: driving HR analytics adoption in small and medium-sized enterprises},
journal = {Evidence-based HRM},
year = {2025},
publisher = {Emerald},
month = {feb},
url = {https://www.emerald.com/insight/content/doi/10.1108/EBHRM-01-2024-0015/full/html},
doi = {10.1108/ebhrm-01-2024-0015}
}