Dr Yangyang FAN
Associate Professor
PhD
- M855
- +852 2766 7072
- yangyang.fan@polyu.edu.hk
- Personal Website
ORCID ID
SCOPUS IDBiography
Dr. Yangyang Fan is an associate professor at School of Accounting and Finance. Dr. Fan obtained her bachelor’s degree from Harbin Institute of Technology, master’s degree from the University of Southern California and Ph.D. degree from the University of Pittsburgh.
Dr. Fan's research interests encompass a wide range of areas, including Fintech, auditing, corporate governance, and capital markets. She is currently recruiting Ph.D. students and research assistants, preferably with a background in machine learning.
Dr. Fan's research interests encompass a wide range of areas, including Fintech, auditing, corporate governance, and capital markets. She is currently recruiting Ph.D. students and research assistants, preferably with a background in machine learning.
Research Interests
Research Output
- “The Impact of Credit Default Swaps on Firms’ Operational Efficiency: Supply Chain Financing and Institutional Monitoring” (with Liangfei Qiu, Ruiqi Liu, Jimmy Jin, Chao Ding and Andy Yeung) Production and Operations Management, 2022
- “Unlocking the Power of Voice for Financial Risk Prediction: A Deep Learning Approach” (with Yu Qin, Yi Yang and Zhongju Zhang) MIS Quarterly, 2022
- “Financial Reporting Quality and Auditor Dismissal Decisions at Companies with Common Directors and Auditors.” (With Josh Gunn, Chan Li and Jun Shao) Contemporary Accounting Research, 2022
- “sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics” (with Yi Yang and Kunpeng Zhang) Information Systems Research, 2022
- “Terrorism Activities and Long-term Annual Management Forecasts” (with Yuyuan Chang, Augustin Duru, Mikhail Pevzner and Christo Pirinsky) Journal of Accounting and Public Policy, 2022
- “Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach” (with Yi Yang and Kunpeng Zhang) INFORMS Journal on Computing, 2022, 34.1: 522-540.
- “Audit Pricing for Privatized SOEs: Evidence from China.” (with Agnes Cheng, Yunguo Liu and Qiao Zheng) China Accounting and Finance Review, 2019, 21(4)
- "Is SOX 404 (a) Management Internal Control Reporting an Effective Alternative to SOX 404 (b) Internal Control Audits?." (with Chan Li and Kannan Raghunandan) Auditing: A Journal of Practice & Theory 36.3 (2017): 71-89.
