Antecedents of data analytics adoption: A systematic literature review from 2018-2024

This study provides guidance for future researchers in selecting an appropriate theoretical framework, differentiating between individual and organizational adoption levels and identifying significant determinants for technology adoption studies. This study aims to address the gaps in existing literature reviews by explicitly integrating individual and organizational level antecedents and mapping them to multiple frameworks. The study identifies several research gaps that need to be addressed in the future: namely; absence of studies on developing countries and sectors such as education; lack of theoretical cohesion among adoption models and resource based outcomes.

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Publication Details

Journal
F1000Research
Published
2025-11-11
DOI
https://doi.org/10.12688/f1000research.170252.2
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

Antecedents of data analytics adoption: A systematic literature review from 2018-2024

Wasanthi Madurapperuma, Ranpati Dewage Thilini Sumudu Kumari, Ali Husni
F1000Research
Technology Adoption and User Behaviour
article

Antecedents of data analytics adoption: A systematic literature review from 2018-2024

Wasanthi Madurapperuma, Ranpati Dewage Thilini Sumudu Kumari, Ali Husni
article en

Abstract

This study provides guidance for future researchers in selecting an appropriate theoretical framework, differentiating between individual and organizational adoption levels and identifying significant determinants for technology adoption studies. This study aims to address the gaps in existing literature reviews by explicitly integrating individual and organizational level antecedents and mapping them to multiple frameworks. The study identifies several research gaps that need to be addressed in the future: namely; absence of studies on developing countries and sectors such as education; lack of theoretical cohesion among adoption models and resource based outcomes.

F1000ResearchVol. 14
University of Kelaniya (LK), Informatics Institute of Technology (LK), University of Colombo (LK)
Openalex Percentile: Top 68%
Technology Adoption and User Behaviour
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Antecedents of data analytics adoption: A systematic literature review from 2018-2024 — Wasanthi Madurapperuma, Ranpati Dewage Thilini Sumudu Kumari, et al. · F1000Research (2025) | TGRS Research Map | TGRS