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
  • [1] Investigating the Impact of Big Data Analytics on Recruitment Practices
    Faizi, Rdouan
    El Fkihi, Sanaa
    VISION 2025: EDUCATION EXCELLENCE AND MANAGEMENT OF INNOVATIONS THROUGH SUSTAINABLE ECONOMIC COMPETITIVE ADVANTAGE, 2019, : 6164 - 6170
  • [2] The Impact of Big Data Analytics on Audit Procedures: Evidence from the Middle East
    Alrashidi, Mousa
    Almutairi, Abdullah
    Zraqat, Omar
    JOURNAL OF ASIAN FINANCE ECONOMICS AND BUSINESS, 2022, 9 (02): : 93 - 102
  • [3] Enhancing Collection Development with Big Data Analytics
    Crawford, Scott
    Syme, Fiona
    PUBLIC LIBRARY QUARTERLY, 2018, 37 (04) : 387 - 393
  • [4] Quality Issues with Big data Analytics
    Sangeeta
    Sharma, Kapil
    PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 3589 - 3591
  • [5] Quality Analytics in a Big Data Supply Chain Commodity Data Analytics for Quality Engineering
    Tan, Julian S. K.
    Ang, Ai Kiar
    Lu, Liu
    Gan, Sheena W. Q.
    Corral, Marilyn G.
    PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 3455 - 3463
  • [6] Data Quality Alerting Model for Big Data Analytics
    Gyulgyulyan, Eliza
    Aligon, Julien
    Ravat, Franck
    Astsatryan, Hrachya
    NEW TRENDS IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2019, 2019, 1064 : 489 - 500
  • [7] The Impact of Big Data In Healthcare Analytics
    Akhtar, Usman
    Lee, Jong Won
    Bilal, Hafiz Syed Muhammad
    Ali, Taqdir
    Khan, Wajahat Ali
    Lee, Sungyoung
    2020 34TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN 2020), 2020, : 61 - 63
  • [8] Big Data Analytics Quality in Enhancing Healthcare Organizational Performance: A Conceptual Model
    Nasir, Wan Mohd Haffiz Mohd
    Abdullah, Rusli
    Jusoh, Yusmadi Yah
    Abdullah, Salfarina
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (11) : 480 - 487
  • [9] Big Data Analytics and Other Emerging Technologies: The Impact on the Australian Audit and Assurance Profession
    Kend, Michael
    Nguyen, Lan Anh
    AUSTRALIAN ACCOUNTING REVIEW, 2020, 30 (04) : 269 - 282
  • [10] Big Data Analytics Services for Enhancing Business Intelligence
    Sun, Zhaohao
    Sun, Lizhe
    Strang, Kenneth
    JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2018, 58 (02) : 162 - 169