Baridhi Malakar

I earned my PhD in Finance at the Scheller College of Business in Georgia Institute of Technology. Following my research in the credit risk of municipal bonds, I secured tenture track offers as Assistant Professor in Finance in the US and in Europe. Using empirical tools, I try to understand how regulatory and corporate policies affect bond yields.

Before joining the PhD program, I received a Bachelor's in Technology (civil engineering) from the Indian Institute of Technology Roorkee and pursued my MBA at XLRI Jamshedpur. After my MBA, I worked across investment banking and currency derivatives in Mumbai, India. I also hold an MS in Economics and an MS in Management from Georgia Institute of Technology. You may reach me via email at baridhi.malakar@scheller.gatech.edu.

Research

My research focuses on asking questions that view local communities as potential stakeholders to firms. In my sole-authored paper, I examine how the fiduciary duty of municipal advisors affects municipal issuers' offering yields. A co-authored paper examines how do corporate subsidies affect local governments' borrowing costs in the United States? My third paper dmeonstrates the consequences of large firm bankruptcies on local communities and their municipal bonds. And finally, do managers really walk their talk on environmental and social topics?

Publications

Impact of Corporate Subsidies on Borrowing Costs of Local Governments: Evidence From Municipal Bonds

Published in the Review of Finance

-GSSI International Real Estate Review Best Paper Award, AREUEA 2021 (Shortlisted)

We analyze the impact of $38 billion of corporate subsidies given by U.S. local governments on their borrowing costs. We find that winning counties experience a 13.6 bps increase in bond yield spread as compared to the losing counties. The increase in yields is higher (16 - 21 bps) when the subsidy deal is associated with a lower jobs multiplier or when the winning county has a lower debt capacity. However, a high jobs multiplier does not seem to alleviate the debt capacity constraints of local governments. Our results highlight the potential costs of corporate subsidies for the local governments.

Working Papers

1. Fiduciary Duty in the Municipal Bonds Market

-FMA Annual Meeting Special PhD Paper Presentations, 2022; FMA Annual Meeting Doctoral Student Consortium, 2022; University of San Francisco, 2022; Cornerstone Research, 2022; Southwestern Finance Association (SWFA), 2023; Clemson University, 2023

I examine whether the imposition of fiduciary duty on municipal advisors affects bond yields and advising fees. Using a difference-in-differences analysis, I show that bond yields reduce by 9\% after the imposition of the SEC Municipal Advisor Rule. Larger municipalities are more likely to recruit advisors after the rule is effective and experience a greater reduction in yields. However, smaller issuers do not seem to significantly benefit from the SEC Rule in terms of offering yield. Instead, their borrowing cost increases if their primary advisor exits the market. Using novel hand-collected data, I find that the average advising fees paid by issuers does not increase after the regulation. Offering yields reduce due to lower markup at the time of underwriting, driven by issuers for whom advisors play a more significant ex-ante role in selecting underwriters. Overall, my results suggest that while fiduciary duty may mitigate the principal-agent problem between some issuers and advisors, it has limited effect on small issuers.

2. Communities as Stakeholders: Impact of Corporate Bankruptcies on Local Governments

-Featured by the CFA Institute Asia-Pacific Research Exchange, 2021

-Best Paper Award at the Annual Meeting of AEFIN Finance Forum, 2021

-AFA 2023 (Scheduled), MFA 2022, AREUEA/ASSA Meeting, 2022, FMA 2021, UEA - North American Meeting, 2021, Virtual Municipal Finance Workshop at University of Notre Dame, 2020

We provide new evidence that the bankruptcy filing of a locally headquartered and publicly-listed manufacturing firm imposes externalities on the local governments. Compared to matched counties with similar economic trends, municipal bond yields for affected counties increase by 10 bps within a year of the firm’s bankruptcy filing. Counties that are more economically dependent on the industry of the bankrupt firm are more affected and do not immediately recover from the negative impact of the corporate bankruptcy. Our results highlight that local communities are a major stakeholder in public firms and how they are adversely affected by corporate financial distress.

3. Do Managers Walk the Talk on Environmental and Social Issues?

-Featured by the CFA Institute Asia-Pacific Research Exchange, 2021

-China International Conference in Finance 2022, OCC Symposium on Climate Risk in Banking & Finance 2022

We train a deep-learning based Natural Language Processing (NLP) model on various corporate sustainability frameworks in order to construct a comprehensive Environmental and Social (E&S) dictionary that incorporates materiality. We analyze the earnings conference calls of US public firms during 2007-2019 using this dictionary. We find that the discussion of environmental topics is associated with higher pollution abatement and more future green patents. Firms reduced their air pollution even after the US announced its withdrawal from the Paris Agreement. Similarly, the discussion of social topics is positively associated with improved employee ratings. Overall, our results provide some evidence that firms do walk their talk on E&S issues.

Awards

Invited Talks

Discussions

Presentations





Accepted but not presented due to Covid-19

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