Investigating the impact of adopting big data and data analytics on enhancing audit quality

被引:2
|
作者
Abdelwahed, Ahmed Saad [1 ]
Abu-Musa, Ahmad Abd El Salam [2 ]
Badawy, Hebatallah Abd El Salam [3 ,4 ]
Moubarak, Hosam [3 ,4 ]
机构
[1] Cairo Univ, Fac Commerce, Accounting Dept, Giza, Egypt
[2] Tanta Univ, Fac Commerce, Accounting Dept, Tanta, Egypt
[3] Egypt Japan Univ Sci & Technol, Fac Int Business & Humanities, Alexandria, Egypt
[4] Alexandria Univ, Fac Business, Accounting Dept, Alexandria, Egypt
关键词
Audit process; Audit fees; Auditor competence; Audit quality; Big data and data analytics; Structural equation modeling; PLS-SEM; OPPORTUNITIES; TECHNOLOGY; FIRM;
D O I
10.1108/JFRA-12-2023-0724
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
PurposeThis study aims to empirically investigate the impact of adopting big data and data analytics (BD&A) on audit quality (AQ).Design/methodology/approachA questionnaire was distributed among audit practitioners working at audit firms in Egypt and 205 responses were collected. Partial least square structural equation modeling (PLS-SEM) was used to analyze and test research hypotheses.FindingsThe results reveal that BD&A has a direct significant positive effect on the audit process (AP) and auditor competence (AC). However, an insignificant impact of BD&A is found on audit fees (AF). In addition, the results indicate that BD&A has significant positive direct and indirect impacts on AQ.Research limitations/implicationsThe results of this study will benefit several auditing stakeholders, such as audit firms, audit regulators, novice financial auditors and academic scholars.Originality/valueThis research is one of the earliest to empirically address the role of BD&A in enhancing AQ. It incorporates AP, AC and AF as mediators into a single model to explain the impact of BD&A on AQ. Also, it attempts to provide empirical evidence from a developing country with a less-regulated audit environment.
引用
收藏
页码:472 / 495
页数:24
相关论文
共 50 条
  • [31] Data quality management, data usage experience and acquisition intention of big data analytics
    Kwon, Ohbyung
    Lee, Namyeon
    Shin, Bongsik
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2014, 34 (03) : 387 - 394
  • [32] Big Data: The Structure & Value of Big Data Analytics
    Kim, Hak J.
    AMCIS 2015 PROCEEDINGS, 2015,
  • [33] Air Quality Through IoT and Big Data Analytics
    Devi, M. Sree
    Rahamathulla, Vempalli
    ADVANCES IN DATA SCIENCE AND MANAGEMENT, 2020, 37 : 181 - 187
  • [34] Big data analytics and big data science: a survey
    Chen, Yong
    Chen, Hong
    Gorkhali, Anjee
    Lu, Yang
    Ma, Yiqian
    Li, Ling
    JOURNAL OF MANAGEMENT ANALYTICS, 2016, 3 (01) : 1 - 42
  • [35] Big-But-Biased Data Analytics for Air Quality
    Borrajo, Laura
    Cao, Ricardo
    ELECTRONICS, 2020, 9 (09) : 1 - 11
  • [36] Balancing Protection and Quality in Big Data Analytics Pipelines
    Polimeno, Antongiacomo
    Mignone, Paolo
    Braghin, Chiara
    Anisetti, Marco
    Ceci, Michelangelo
    Malerba, Donato
    Ardagna, Claudio A.
    BIG DATA, 2024,
  • [37] Situated Big Data and Big Data Analytics for Healthcare
    Sterling, Mark
    2017 IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC), 2017,
  • [38] Examining the Impact of Incorporating Big Data Analytics in Agriculture
    Thandekkattu, Salu George
    Vajjhala, Narasimha Rao
    Dzarma, Hyelda
    ADVANCES IN INFORMATION COMMUNICATION TECHNOLOGY AND COMPUTING, AICTC 2021, 2022, 392 : 47 - 54
  • [39] The impact of big data analytics on bipolar disorder diagnosis
    Kapczinski, F.
    BIPOLAR DISORDERS, 2018, 20 : 23 - 24
  • [40] The impact of big data analytics on the dynamics of social change
    Tseng, Fang-Mei
    Harmon, Robert
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2018, 130 : 56 - 56