Data analytics competency and religiosity influence on external auditors' performance in Malaysia

Background - Data analytics can support the external auditors' judgements. However, little is known about the external auditors' data analytics competency. Likewise, role of religiosity in enhancing the external auditors' performance is also inadequately investigated. This study exami...

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Main Authors: Jaffar, Nahariah, Bin Ahmad, Abdul Aziz, Sulaiman, Noor Adwa
Format: Article
Published: F1000 Research Ltd 2022
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Online Access:http://eprints.um.edu.my/43283/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85125177001&doi=10.12688%2ff1000research.73206.2&partnerID=40&md5=ab46be4ed39ca81df84f4754de5bd958
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spelling my.um.eprints.432832024-11-14T03:28:38Z http://eprints.um.edu.my/43283/ Data analytics competency and religiosity influence on external auditors' performance in Malaysia Jaffar, Nahariah Bin Ahmad, Abdul Aziz Sulaiman, Noor Adwa H Social Sciences (General) HB Economic Theory HC Economic History and Conditions Background - Data analytics can support the external auditors' judgements. However, little is known about the external auditors' data analytics competency. Likewise, role of religiosity in enhancing the external auditors' performance is also inadequately investigated. This study examined: 1) the effects of data analytics competency on the external auditors' performance, and 2) the moderating effects of religiosity on data analytics competency and external auditors' performance relationship. Methods - Survey was conducted on 201 external auditors. Data analytics competency dimensions, namely, personal capabilities, professional expertise, technical skills, technologies and tools expertise were examined. Religiosity was measured by level and dimension (faith, virtue and optional). Results - Data analytics competency (personal capabilities) has a significant positive effect on the Muslim external auditors' performance, whereas data analytics competency (technologies and tools expertise) has a significant positive affect on the non-Muslim external auditors' performance. Level of religiosity has significant moderating effect on the relationship between data analytics competency (technologies and tools expertise) and Muslim external auditors' performance. Nonetheless, level of religiosity does not moderate the relationship between data analytics competency and the performance of non-Muslim external auditors. Religiosity (virtue) has significant moderating effect on the relationship between data analytics competency (personal capabilities) and Muslim external auditors' performance. Meanwhile, religiosity (faith) has a significant moderating effect on the relationship between data analytics competency (technologies and tools expertise) and non-Muslim external auditors' performance. Conclusion - This study demonstrates that data analytics competency and religiosity can influence the external auditors' performance. © 2022 Jaffar N et al. F1000 Research Ltd 2022 Article PeerReviewed Jaffar, Nahariah and Bin Ahmad, Abdul Aziz and Sulaiman, Noor Adwa (2022) Data analytics competency and religiosity influence on external auditors' performance in Malaysia. F1000Research, 10. ISSN 20461402, https://www.scopus.com/inward/record.uri?eid=2-s2.0-85125177001&doi=10.12688%2ff1000research.73206.2&partnerID=40&md5=ab46be4ed39ca81df84f4754de5bd958
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic H Social Sciences (General)
HB Economic Theory
HC Economic History and Conditions
spellingShingle H Social Sciences (General)
HB Economic Theory
HC Economic History and Conditions
Jaffar, Nahariah
Bin Ahmad, Abdul Aziz
Sulaiman, Noor Adwa
Data analytics competency and religiosity influence on external auditors' performance in Malaysia
description Background - Data analytics can support the external auditors' judgements. However, little is known about the external auditors' data analytics competency. Likewise, role of religiosity in enhancing the external auditors' performance is also inadequately investigated. This study examined: 1) the effects of data analytics competency on the external auditors' performance, and 2) the moderating effects of religiosity on data analytics competency and external auditors' performance relationship. Methods - Survey was conducted on 201 external auditors. Data analytics competency dimensions, namely, personal capabilities, professional expertise, technical skills, technologies and tools expertise were examined. Religiosity was measured by level and dimension (faith, virtue and optional). Results - Data analytics competency (personal capabilities) has a significant positive effect on the Muslim external auditors' performance, whereas data analytics competency (technologies and tools expertise) has a significant positive affect on the non-Muslim external auditors' performance. Level of religiosity has significant moderating effect on the relationship between data analytics competency (technologies and tools expertise) and Muslim external auditors' performance. Nonetheless, level of religiosity does not moderate the relationship between data analytics competency and the performance of non-Muslim external auditors. Religiosity (virtue) has significant moderating effect on the relationship between data analytics competency (personal capabilities) and Muslim external auditors' performance. Meanwhile, religiosity (faith) has a significant moderating effect on the relationship between data analytics competency (technologies and tools expertise) and non-Muslim external auditors' performance. Conclusion - This study demonstrates that data analytics competency and religiosity can influence the external auditors' performance. © 2022 Jaffar N et al.
format Article
author Jaffar, Nahariah
Bin Ahmad, Abdul Aziz
Sulaiman, Noor Adwa
author_facet Jaffar, Nahariah
Bin Ahmad, Abdul Aziz
Sulaiman, Noor Adwa
author_sort Jaffar, Nahariah
title Data analytics competency and religiosity influence on external auditors' performance in Malaysia
title_short Data analytics competency and religiosity influence on external auditors' performance in Malaysia
title_full Data analytics competency and religiosity influence on external auditors' performance in Malaysia
title_fullStr Data analytics competency and religiosity influence on external auditors' performance in Malaysia
title_full_unstemmed Data analytics competency and religiosity influence on external auditors' performance in Malaysia
title_sort data analytics competency and religiosity influence on external auditors' performance in malaysia
publisher F1000 Research Ltd
publishDate 2022
url http://eprints.um.edu.my/43283/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85125177001&doi=10.12688%2ff1000research.73206.2&partnerID=40&md5=ab46be4ed39ca81df84f4754de5bd958
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score 13.214268