Big data analytics role in shaping the work of accounting function and accounting professionals

Purpose This paper aims to examine how big data can be applied in accounting and identifies the competences future accountants at organizational level need to possess to remain competitive. Design/methodology/approach This study used the association of chartered certified accountants (ACCA’s) framework and the technological, organization and environmental (TOE) theoretical framework to identify the skills and capabilities urgently needed by accounting professionals at the organizational level in the context of big data analytics. The authors conducted comprehensive content analysis of academic literature issues from professional accounting bodies, and reports of accounting practitioners to gain insights of competencies that accounting professionals at organizational level need to possess to be prominent in the big data era. Findings The findings show that in the big data era accounting professionals should acquire the seven competences to be competitive. The competencies are (1) skills in data analytic techniques and the use of statistical models; (2) knowledge of the business; (3) skills to control the risk from the emerging technologies; (4) skills and knowledge in accounting profession; (5) skills to understand the insights from big data analytics; (6) skills to test the quality, veracity and integrity of data; and (7) skills to communicate with others. The study also found that these competences do not exist alone. These competences are closely related to each other and complement each other, which means that accounting professionals cannot expect to stand out in the future competition by mastering only one or two of these seven competences. Research limitations/implications The application of big data analytics is still in its infancy and its effects have yet to be confirmed so that there is no reliable case to collect and analyse. One limitation is the absence of practical case in this paper. The findings will help accounting professionals to understand the future of work. Practical implications The findings will help accounting professionals to acquire new skills and knowledge in related areas and remain competitive in the post big data era. Social implications This study highlights skills necessary for accountants to thrive in a big data era, emphasizing the shift from traditional accounting functions to roles that integrate advanced data capabilities and strategic insight. Originality/value This is one of the few papers that seek to explore the competencies required by accounting professional at organizational level in the big data era using the ACCA’s research of accountant’s professional quotients and TOE theoretical framework. This paper seeks to contribute to the literature on accounting professionals’ competencies at organizational level in the big data era. Big data analytics in accounting is influencing the evolution of accounting professionals’ competencies and is a key interest in accounting change literature. The nature of accounting work will undergo fundamental changes due to big data. Yet we know little about this due to big data being in its infancy stage in the accounting literature.

Authors

Institutions

Publication Details

Journal
Journal of Accounting & Organizational Change
Published
2025-09-15
DOI
https://doi.org/10.1108/jaoc-08-2024-0255
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Big data analytics role in shaping the work of accounting function and accounting professionals

Abhishek Mukherjee, Umesh Sharma, Junliang Liu
Journal of Accounting & Organizational Change
Impact of AI and Big Data on Business and Society
article

Big data analytics role in shaping the work of accounting function and accounting professionals

Abhishek Mukherjee, Umesh Sharma, Junliang Liu
article en

Abstract

Purpose This paper aims to examine how big data can be applied in accounting and identifies the competences future accountants at organizational level need to possess to remain competitive. Design/methodology/approach This study used the association of chartered certified accountants (ACCA’s) framework and the technological, organization and environmental (TOE) theoretical framework to identify the skills and capabilities urgently needed by accounting professionals at the organizational level in the context of big data analytics. The authors conducted comprehensive content analysis of academic literature issues from professional accounting bodies, and reports of accounting practitioners to gain insights of competencies that accounting professionals at organizational level need to possess to be prominent in the big data era. Findings The findings show that in the big data era accounting professionals should acquire the seven competences to be competitive. The competencies are (1) skills in data analytic techniques and the use of statistical models; (2) knowledge of the business; (3) skills to control the risk from the emerging technologies; (4) skills and knowledge in accounting profession; (5) skills to understand the insights from big data analytics; (6) skills to test the quality, veracity and integrity of data; and (7) skills to communicate with others. The study also found that these competences do not exist alone. These competences are closely related to each other and complement each other, which means that accounting professionals cannot expect to stand out in the future competition by mastering only one or two of these seven competences. Research limitations/implications The application of big data analytics is still in its infancy and its effects have yet to be confirmed so that there is no reliable case to collect and analyse. One limitation is the absence of practical case in this paper. The findings will help accounting professionals to understand the future of work. Practical implications The findings will help accounting professionals to acquire new skills and knowledge in related areas and remain competitive in the post big data era. Social implications This study highlights skills necessary for accountants to thrive in a big data era, emphasizing the shift from traditional accounting functions to roles that integrate advanced data capabilities and strategic insight. Originality/value This is one of the few papers that seek to explore the competencies required by accounting professional at organizational level in the big data era using the ACCA’s research of accountant’s professional quotients and TOE theoretical framework. This paper seeks to contribute to the literature on accounting professionals’ competencies at organizational level in the big data era. Big data analytics in accounting is influencing the evolution of accounting professionals’ competencies and is a key interest in accounting change literature. The nature of accounting work will undergo fundamental changes due to big data. Yet we know little about this due to big data being in its infancy stage in the accounting literature.

Journal of Accounting & Organizational ChangeVol. 21(7)
University of Waikato (NZ)
Openalex Percentile: Top 70%
Impact of AI and Big Data on Business and Society
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.