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Publications (7)

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Preprint

Impact of Inflation and Silicon Valley Bank Collapse on Shareholder Wealth

Featured 2023 Elsevier BV Publisher
AuthorsDas BC, Sutradhar SR, Hasan F
Journal article

Opportunistic Insider Trading During the COVID‐19 Pandemic

Featured August 2025 Financial Markets, Institutions & Instruments34(3):131-149 Wiley

ABSTRACT

This paper examines whether opportunistic or routine insiders in US markets engage in informed trading and earn higher short‐term returns during the COVID‐19 pandemic. Our findings indicate that trades by opportunistic insiders are indeed informative, yielding higher returns compared to those of routine insiders during the pandemic. Interestingly, we also observe that opportunistic directors earn higher returns than CEOs. Additionally, opportunistic insiders trading in the Nasdaq market achieve higher returns compared to those in the NYSE, and opportunistic insiders in the financial sector outperform those in the non‐financial sector. Our results remain robust across various model specifications, alternative measures and considerations for endogeneity. Overall, our findings suggest that opportunistic insiders possess a significant informational advantage, enabling them to engage in informed trading during the pandemic.

Journal article

The impact of economic policy uncertainty and inflation risk on corporate cash holdings

Featured April 2024 Review of Quantitative Finance and Accounting62(3):865-887 Springer Science and Business Media LLC
AuthorsDas BC, Hasan F, Sutradhar SR

Abstract

This paper analyses the joint effects of Economic Policy Uncertainty (EPU) and inflation risk on the Corporate Cash Holdings (CCH) of US firms from 2011 to 2021. The baseline results suggest that EPU and inflation risk positively impact CCH. Moreover, we find the same results between inflation risk and CCH. However, EPU and CCH are negatively associated. Additionally, construction (finance) firms hold higher (lower) cash at the time of EPU and inflationary risk. We also find that firms hold higher (lower) cash during Democrat (Republican) presidential terms. The two-step system Generalized Method of Moments approach used to control the potential endogeneity issues indicates the same results and supports the baseline findings.

Journal article

The effect of inflation and the failure of Silicon Valley bank on shareholder wealth

Featured April 2026 Review of Financial Economics Wiley
AuthorsDas BC, Hasan F, Sutradhar SR, Obeidat MA

Abstract

This study examines how the collapse of Silicon Valley Bank (SVB) and heightened inflation affected shareholders wealth in U.S. financial institutions. Using daily stock returns from February 15 to March 29, 2023, we calculate abnormal and cumulative abnormal returns to measure market reactions. Applying ordinary least squares (OLS) and difference‐in‐differences methods, we record a substantial reduction in shareholder wealth linked to SVB bankruptcy, exacerbated by inflationary pressures. These results highlight the systemic nature of financial shocks, where distress in individual institution can transmit broadly across markets. Our findings enhance the literature on financial institutions by shedding the light on the protective benefits of diversification diminishing during extreme adverse events. For policymakers, investors, and firms, the findings underscore the importance of monitoring systemic risk and strengthening resilience against contagion effects in periods of heightened uncertainty.

Journal article

Foreign competition and corporate cash holdings

Featured 01 January 2026 International Journal of Managerial Finance1-27 Emerald
AuthorsDas BC, Ofosu-Hene ED, Danso A, Adu-Ameyaw E, Uddin M

Purpose

This study investigates how foreign competition influences corporate cash holdings, an area that has received limited attention in the finance and management literature. It further explores how chief executive officer (CEO) characteristics and financial crises moderate this relationship.

Design/methodology/approach

Using a panel dataset of 2,451 US firms from 2000 to 2020, we employ multivariate regression analyses to examine the relationship between foreign competition and corporate cash holdings. We also test for moderation effects using interaction terms and address potential endogeneity concerns with alternative specifications and robustness checks.

Findings

The results indicate that foreign competition has a positive and statistically significant effect on corporate cash holdings. This effect is more pronounced during periods of financial crisis, suggesting that firms facing foreign competition increase their cash buffers in times of economic uncertainty. Additionally, CEO characteristics significantly moderate the foreign competition–cash holding relationship.

Originality/value

This study extends the literature on corporate liquidity management by introducing foreign competition as a key determinant of cash holdings. It also contributes to the upper echelons perspective by highlighting how CEO attributes shape firm responses to external competitive pressures.

Journal article
Ukraine–Russia Conflict and Stock Markets Reactions in Europe
Featured 24 June 2023 Global Journal of Flexible Systems Management24(3):395-407 Springer Science and Business Media LLC
AuthorsDas BC, Hasan F, Sutradhar SR, Shafique S

This paper analyses the impact of Ukraine–Russia conflict on stock markets in Europe. We consider the stock markets of nine EU countries and Russia. The analysis consists of day-firm which includes the time between 24 November 2021 and 23 May 2022. We consider ordinary least squared (OLS) and fixed effects as baseline models. Additionally, we consider the impact of this conflict on stock return for several months, the elasticity test, the instrumental variable—two-stage least squared (2SLS) approach for the robustness test and endogeneity concerns. We find evidence of the negative impact of the Ukraine–Russia conflict on stock return of that stock markets. In addition, our finding indicates that the impact of this war on the mining construction and manufacturing sectors is greater than on other sectors because Russia and Ukraine are the key suppliers or exporters of mining and manufacturing sector. Our finding also indicates that Ukraine–Russia conflict largely affects stock return of Russian stocks because Russia is directly involved in the conflict.

Journal article

R&D intensity and firms dividend policy: evidence from BRICS countries

Featured 05 July 2022 Journal of Applied Accounting Research23(4):846-862 Emerald
AuthorsHasan F, Shafique S, Das BC, Shome R

Purpose Given the importance of both research and development (R&D) investments and dividend policy in the growth of firms, this paper examines the moderating effects of investor protection and other country-level governance mechanisms on the relationship between R&D investments and dividend payments in the firms from Brazil, Russia, India, China and South Africa (BRICS countries). Design/methodology/approach This empirical study uses a sample of 22,073 firm year observations from the BRICS countries over a period of 2008–2020 and employs both ordinary least squared (OLS) and system generalized method of moments (GMM) estimation methods. The GMM estimation controls for unobservable heterogeneity and endogeneity and reduces estimation bias. Findings The findings indicate that although R&D intensity is negatively related with the cash dividend payments, with the interaction of investor protection and other country-level mechanisms the relationship between R&D intensity and dividend payments becomes positive. The results further show that investor protection has stronger impact on the relationship between R&D intensity and firm cash dividend payments than other selected country-level governance factors. Practical implications The research findings should encourage the policy makers in BRICS countries to strengthen investor protection and enhance quality of their institutions to make a right balance between retaining their growth potential and maintaining the value of the firms. Originality/value This is the first study to provide evidence of the moderating effects of investor protection and other country-level governance mechanisms on the relationship between R&D investments and dividend payments using the data from BRICS countries.

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Associate Fellowship

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Bijoy Das
26967
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