default author photo

Chanyuan (Abigail) Parker

The University of Texas at San Antonio, Alvarez College of Business

United States

SCHOLARLY PAPERS

8

DOWNLOADS
Rank 7,398

SSRN RANKINGS

Top 7,398

in Total Papers Downloads

14,294

TOTAL CITATIONS
Rank 34,896

SSRN RANKINGS

Top 34,896

in Total Papers Citations

32

Ideas:
“  Implications of Artificial Intelligence and Big Data Analytics in accounting and auditing  ”

Scholarly Papers (8)

1.

Artificial Intelligence and Financial Reporting Quality

Number of pages: 63 Posted: 29 Nov 2023
Divya Anantharaman, Andrea Rozario and Chanyuan (Abigail) Parker
Rutgers, The State University of New Jersey - Accounting & Information Systems, University of Illinois at Urbana-Champaign and The University of Texas at San Antonio, Alvarez College of Business
Downloads 5,037 (5,052)
Citation 4

Abstract:

Loading...

Artificial Intelligence, Financial Reporting Quality, Accounting Estimates, Audit Quality

2.

Intelligent Process Automation in Audit

Forthcoming, Journal of Emerging Technologies in Accounting, DOI: 10.2308/jeta-52653
Number of pages: 38 Posted: 18 Sep 2019 Last Revised: 01 Nov 2019
Chanyuan (Abigail) Parker
The University of Texas at San Antonio, Alvarez College of Business
Downloads 3,055 (10,391)
Citation 14

Abstract:

Loading...

Audit, Intelligent Process Automation, Robotic Process Automation, Artificial Intelligence, Audit Workflow

3.

Robotic Process Automation (RPA) Implementation Case Studies in Accounting: A Beginning to End Perspective

Forthcoming in Accounting Horizons
Number of pages: 54 Posted: 14 Jan 2022
Chanyuan (Abigail) Parker, Hussein Issa, Andrea Rozario and Jonas Sveistrup Søgaard
The University of Texas at San Antonio, Alvarez College of Business, Rutgers, The State University of New Jersey - Accounting & Information Systems, University of Illinois at Urbana-Champaign and affiliation not provided to SSRN
Downloads 2,615 (13,387)
Citation 4

Abstract:

Loading...

Robotic Process Automation, Accounting, Workforce, IT Governance, Data Security and Privacy

4.

Explainable Artificial Intelligence (XAI) in Auditing

International Journal of Accounting Information Systems
Number of pages: 58 Posted: 14 Dec 2021 Last Revised: 05 Aug 2022
Chanyuan (Abigail) Parker, Soohyun Cho and Miklos Vasarhelyi
The University of Texas at San Antonio, Alvarez College of Business, Rutgers, The State University of New Jersey and Rutgers, The State University of New Jersey - Accounting & Information Systems
Downloads 1,837 (25,775)

Abstract:

Loading...

Explainable Artificial Intelligence (XAI), Auditing, Machine Learning, Material Restatement, LIME, SHAP

5.

Towards Real-Time Financial Statement Fraud Detection Using Machine Learning

2023 PCAOB Conference on Auditing and Capital Markets
Number of pages: 2 Posted: 10 Jan 2022 Last Revised: 29 Nov 2024
Lanxin Jiang, Miklos Vasarhelyi and Chanyuan (Abigail) Parker
State University of New York, SUNY at Stony Brook University, College of Business, Rutgers, The State University of New Jersey - Accounting & Information Systems and The University of Texas at San Antonio, Alvarez College of Business
Downloads 631 (107,286)
Citation 1

Abstract:

Loading...

Financial statement fraud, Auditing, Real-time fraud detection, Machine learning, Semi-supervised learning, Positive-Unlabeled (PU) Learning, Unlabeled positives

6.

Attended Process Automation in Audit: A Framework and A Demonstration

Chanyuan(Abigail) Zhang, Chanta Thomas, Miklos Vasarhelyi; Attended Process Automation in Audit: A Framework and A Demonstration. Journal of Information Systems 2021; doi: https://doi.org/10.2308/ISYS-2020-073
Number of pages: 47 Posted: 27 Dec 2021
Chanyuan (Abigail) Parker, Miklos Vasarhelyi and Chanta Thomas
The University of Texas at San Antonio, Alvarez College of Business, Rutgers, The State University of New Jersey - Accounting & Information Systems and Rutgers, The State University of New Jersey
Downloads 596 (115,649)
Citation 6

Abstract:

Loading...

Robotic Process Automation, Attended Automation, Redesign, Audit Planning, Audit Quality

Synergizing Auditors and Machines: Evidence from Going Concern Assessment

Number of pages: 52 Posted: 24 Jan 2025
Chanyuan (Abigail) Parker, Yu Gu and Miklos Vasarhelyi
The University of Texas at San Antonio, Alvarez College of Business, Southwestern University of Finance and Economics (SWUFE) and Rutgers, The State University of New Jersey - Accounting & Information Systems
Downloads 307 (249,871)
Citation 1

Abstract:

Loading...

Going Concern Opinion, Audit Quality, Professional Judgment, Bounded Rationality, Cognitive Bias, Cognitive Constraints, Man-Machine Collaboration, Machine Learning, Artificial Intelligence

Synergizing Auditors and Machines: Evidence from Going Concern Assessment

Number of pages: 54 Posted: 21 Mar 2025
Yu Gu, Chanyuan (Abigail) Parker and Miklos Vasarhelyi
affiliation not provided to SSRN, The University of Texas at San Antonio, Alvarez College of Business and Rutgers, The State University of New Jersey - Accounting & Information Systems
Downloads 139 (545,263)

Abstract:

Loading...

Going Concern Opinion, Audit Quality, Professional Judgment, Cognitive Constraints, Man-Machine Collaboration, machine learning

8.

Artificial Intelligence and Management Earnings Forecasts

Number of pages: 50 Posted: 24 May 2021 Last Revised: 12 May 2026
Nerissa C. Brown, Henock Louis, Andrea Rozario and Chanyuan (Abigail) Parker
University of Illinois at Urbana-Champaign, Pennsylvania State University - Smeal College of Business, University of Illinois at Urbana-Champaign and The University of Texas at San Antonio, Alvarez College of Business
Downloads 77 (1,424,331)
Citation 2

Abstract:

Loading...

Artificial Intelligence, Machine Learning, Management Earnings Forecast Accuracy, Management Earnings Forecasts, Internal Information Quality