Data : Journal of Information Systems and Management
Vol. 4 No. 1 (2026): January 2026

History of Research on Big Data Analytic Capability of the Firm

Jae (Unknown)
Arash (Unknown)
Zahra (Unknown)
Leonid (Unknown)



Article Info

Publish Date
30 Jan 2026

Abstract

The rapid growth of data and the increasing strategic importance of analytics have positioned Big Data Analytics Capability (BDAC) as a critical organizational competence. Despite substantial interest in its antecedents and performance outcomes, the historical evolution and intellectual development of BDAC research remain underexplored. This study addresses this gap by applying Citation Sequence Analysis (CSA) to examine the longitudinal citation trajectories of BDAC-focused publications. Using a curated dataset of 119 peer-reviewed records from Scopus, CSA classifies cited references into three trajectory types: sleeping beauties, reflecting delayed recognition; hot papers, indicating immediate but short-lived impact; and constant performers, representing sustained scholarly influence. A transparent methodological protocol, including detailed search queries, inclusion/exclusion criteria, citation normalization, and reliability verification, is provided. Findings reveal foundational works, transitional studies, and emerging contributions and offer a trajectory-based framework for guiding future research. By integrating CSA with trajectory classification, this study advances cumulative knowledge building, provides a historically grounded understanding of BDAC, and informs theory development and strategic practice in analytics deployment.

Copyrights © 2026






Journal Info

Abbrev

data

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

Data : Journal of Information Systems and Management with ISSN Number 3031-0008 (Online) published by Indonesian Scientific Publication, is a leading open-access and peer-reviewed scientific journal dedicated to publishing high-quality research in the field of information systems and management. ...