Publications

The Effects of MiFID II on Sell-Side Analysts, Buy-Side Analysts, and Firms, Review of Accounting Studies (2020) 25(3): 855–902. 

(with Ole-Kristian Hope, Zhongwei Huang, and Rucsandra Moldovan) 

• Presented at the 2019 Review of Accounting Studies (RAST) Conference 

• Best Paper Award, FARS Midyear Meeting 2020

• Media Coverage: Institutional Investor, IR Magazine, Euromoney, Finanz und Wirtschaft, S&P Global Market Intelligence 

Analyst Teams, Review of Accounting Studies (2021) 26(2), 425–467  

(with Ole-Kristian Hope) 

Industry Peer Information and the Equity Valuation Accuracy of Firms Emerging from Chapter 11, Management Science, forthcoming. 

(with Sasan Saiy and Dushyant Vyas)

Working Papers

Machine Learning, Earnings Forecasting, and Implied Cost of Capital - US and International Evidence, R&R. 

(with Akash Chattopadhyay and Partha Mohanram)

Breaking the Language Barriers? Machine Translation Technology and Analysts’ Forecasts for Multinational Firms, R&R. 

(with Pengkai Lin)

The Relevance of Key Performance Indicators to the Credit Market: Evidence from Credit Default Swaps, solo-authored. 

Non-Refereed Publications

The Relevance of Non-Financial Key Performance Indicators, with Partha Mohanram and Dushyant Vyas. White Paper (2020), Professional Accounting Center, University of Toronto

• Nonfinancial KPIs are value-relevant to the stock market. But the market fails to fully incorporate the information of KPIs into stock prices when the firm's information environment is opaque. 

Teaching

Singapore Management University

Management Accounting

Rotman School of Management, University of Toronto

Management Accounting (Rotman Undergraduate), 2019  

Data Bases, Programming, and Applied Econometrics (First Year Accounting PhD), 2017