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Full-Text Articles in Corporate Finance

Informativeness Of Key Audit Matters: Evidence From China, Beng Wee Goh, Kiat Bee Jimmy Lee, Dan Li, Muzhi Wang Nov 2023

Informativeness Of Key Audit Matters: Evidence From China, Beng Wee Goh, Kiat Bee Jimmy Lee, Dan Li, Muzhi Wang

Research Collection School Of Accountancy

This study examines whether the key audit matters (KAMs) disclosed in expanded audit reports as a part of recent regulatory reforms are informative for investors in an emerging economy setting. Using the recent adoption of expanded audit reports for firms listed exclusively in Mainland China, we find robust evidence that the abnormal trading volume and earnings response coefficients (ERCs) are higher and that stock price synchronicity is lower during the postadoption than preadoption period. In additional tests, we find evidence that KAMs are more informative for non-state-owned enterprises (non-SOEs), smaller firms, and firms with a smaller analyst following. Finally, we …


"Just Beat It" Do Firms Reclassify Costs To Avoid The Base Erosion And Anti-Abuse Tax (Beat) Of The Tcja?, Stacie O. Laplante, Christina M. Lewellen, Daniel P. Pynch, Daniel M. P. Samuel Nov 2023

"Just Beat It" Do Firms Reclassify Costs To Avoid The Base Erosion And Anti-Abuse Tax (Beat) Of The Tcja?, Stacie O. Laplante, Christina M. Lewellen, Daniel P. Pynch, Daniel M. P. Samuel

Research Collection School Of Accountancy

This study examines whether multinational corporations (MNCs) reclassify related-party payments to avoid the new base erosion and anti-abuse tax (BEAT). The Tax Cuts & Jobs Act of 2017 included the BEAT to combat income shifting from the U.S. to foreign entities. An exclusion in the tax law provides MNCs an incentive to reclassify related-party payments as cost of goods sold. We use a triple-difference design that leverages the BEAT filing threshold of $500 million in revenue and the parent company’s location to document increases in the unconsolidated sales of foreign subsidiaries of MNCs subject to BEAT relative foreign subsidiaries of …


Public Communication Of Audit Risks And Related-Party Transactions: Evidence From China, Ole-Kristian Hope, Heng Yue, Qinlin Zhong Nov 2023

Public Communication Of Audit Risks And Related-Party Transactions: Evidence From China, Ole-Kristian Hope, Heng Yue, Qinlin Zhong

Research Collection School Of Accountancy

This paper examines whether and how firms' engagement in related-party transactions (RPTs) is shaped by public communication of audit risks as required by the expanded audit report. Using the phased regulatory changes in China and a difference-in-differences design with firm fixed effects and matching, we find that firms significantly reduce their RPTs after the adoption of expanded audit reports (EARs). To investigate potential mechanisms, we find that (1) investor scrutiny increases after the adoption of EARs, (2) the reduction of RPTs is more pronounced when EARs are more likely to attract investor attention, and (3) the reduction of RPTs is …


Conflict Or Alignment? The Role Of Return-Oriented Foreign Shareholders And Domestic Relational Shareholders In Mitigating Earnings Management, Toru Yoshikawa, Ignacio P. Requejo, Asli Colpan, Daisuke Uchida Nov 2023

Conflict Or Alignment? The Role Of Return-Oriented Foreign Shareholders And Domestic Relational Shareholders In Mitigating Earnings Management, Toru Yoshikawa, Ignacio P. Requejo, Asli Colpan, Daisuke Uchida

Research Collection Lee Kong Chian School Of Business

This study investigates the effects of foreign return-oriented shareholders and domestic relational shareholders of Japanese companies on the earnings management behavior of their invested firms when stock option pay is adopted. We theorize that foreign shareholders seek short-term returns and do not engage in close monitoring due to an information disadvantage while domestic shareholders prevent managerial behavior that distorts information disclosure. Our findings show that managers of firms that use stock option pay engage in earnings management to increase their private financial benefits and meet capital markets’ expectations, which allows them to enhance their own reputation. However, this managerial behavior …


Fin4260 Short-Term Financial Management, Yannick J. Roger Post Oct 2023

Fin4260 Short-Term Financial Management, Yannick J. Roger Post

KSU Distinguished Course Repository

This short-term financial management course is an elective for upper level, undergraduate finance majors. It focuses on working capital and treasury management topics that are vital for anyone interested in a career in corporate finance.

Short-term financial management refers to the utilization of the firm’s current assets and liabilities in order to maximize shareholder wealth and reduce financial risk. This course begins by reviewing the time value of money concepts, and the basics of financial statement analysis. The focus then shifts to short-term operating assets and short-term operating liabilities, and a discussion of the cash conversion cycle and the importance …


Linking Green Innovation, Corporate Environmental Performance With Financing Constraints: A Sustainable Transition Towards Environmental Protection, Syeda Fizza Abbas, Iqra Tariq, Fareeha Waseem Oct 2023

Linking Green Innovation, Corporate Environmental Performance With Financing Constraints: A Sustainable Transition Towards Environmental Protection, Syeda Fizza Abbas, Iqra Tariq, Fareeha Waseem

Business Review

Purpose: Accessing different sources of finance becomes difficult when companies fail to take action towards environmental protection. Motivated by the theoretical propositions of stakeholder theory, this research investigates the impact of green innovation (GI) and corporate environmental performance (CEP) on financing constraints (FC) in the context of the most polluting industries of an emerging economy.

Methodology: The sample is based on 33 companies from the cement, chemical and fertilizer sectors of Pakistan for the period of 2017 to 2020. For data analysis, random effects and VCE Robust regressions models have been employed to explore the link between GI, CEP and …


Ceo Contractual Protection And Debt Contracting, Xia Chen, Qiang Cheng, Alvis K. Lo, Xin Wang Oct 2023

Ceo Contractual Protection And Debt Contracting, Xia Chen, Qiang Cheng, Alvis K. Lo, Xin Wang

Research Collection School Of Accountancy

Chief Executive Officer (CEO) contractual protection, in the forms of CEO employment agreements and CEO severance pay agreements, is prevalent among S&P 1500 firms. While prior research has examined the impact of these agreements on corporate decisions from shareholders’ perspective, there is little research on the impact from debt holders’ perspective. We find that, compared with other loans, loans issued by firms with CEO contractual protection on average contain more performance covenants and performance-pricing provisions. This effect increases with CEOs’ risk-taking incentives and opportunities, but it decreases with CEOs’ preference for and opportunity of enjoying a quiet life. Furthermore, for …


Public Target Selection And Family Firms, Ezgi H. Ottolenghi Sep 2023

Public Target Selection And Family Firms, Ezgi H. Ottolenghi

The Journal of Entrepreneurial Finance

We examine the relation between ownership structure and M&A target selection when family firms pursue public firm acquisitions. We find that family firm acquirers select targets that have lower Tobin’s Q relative to non-family acquirers. Our results suggest that family firms choose to acquire less glamorous targets against which they can better negotiate. The market reacts more positively to these family firm acquisitions at announcement and out to one year. It is family firm target selection skill along with negotiation skill that leads to the favorable market reception.


Auditor Materiality Threshold And Audit Quality: Evidence From The Revised Isa 700 In The United Kingdom, Beng Wee Goh, Kiat Bee Jimmy Lee, Dan Li, Na Li, Muzhi Wang Sep 2023

Auditor Materiality Threshold And Audit Quality: Evidence From The Revised Isa 700 In The United Kingdom, Beng Wee Goh, Kiat Bee Jimmy Lee, Dan Li, Na Li, Muzhi Wang

Research Collection School Of Accountancy

Using a broad sample of U.K. firms that are required to disclose auditor materiality thresholds under the International Standards on Auditing (U.K. and Ireland) 700, we examine whether the auditor materiality threshold is associated with audit quality. We document that a lower materiality threshold is associated with higher audit quality, as measured by lower absolute discretionary accruals, higher accruals quality, and a lower propensity to just meet or beat analysts’ earnings expectations. We also find some evidence that the negative association between the materiality threshold and audit quality is attenuated when the audit committee is more effective and when the …


Big Data Analytics And Management Forecasting Behavior, Beng Wee Goh, Na Li, Tharindra Ranasinghe Sep 2023

Big Data Analytics And Management Forecasting Behavior, Beng Wee Goh, Na Li, Tharindra Ranasinghe

Research Collection School Of Accountancy

This paper investigates whether the use of Big Data analytics by firms has a spillover effect on management forecasting behavior. Insights provided by Big Data could potentially improve firms’ ability to forecast earnings (supply channel) and investor demand for earnings information is likely higher for firms engaging in data analytics (demand channel). Using a text-based measure of firms’ commitments to and usage of Big Data analytics, we find that Big Data analytics usage is positively associated with the propensity to issue management earnings forecasts. Consistent with the “supply channel” explanation, we find that Big Data analytics usage is positively associated …


Investor Reaction To Spacs' Voluntary Disclosures, Vincent Castellani, Karl A. Muller, K.J. Park Sep 2023

Investor Reaction To Spacs' Voluntary Disclosures, Vincent Castellani, Karl A. Muller, K.J. Park

Research Collection School Of Accountancy

SPACs are formed to combine with and provide a private firm public trading status and a capital infusion. Firms that enter the public market through a SPAC combination are believed to possess greater voluntary disclosure discretion than traditional IPOs as they obtain their public trading status through a merger. Consistent with regulators’ concerns, recent research finds that SPACs use this discretion opportunistically by issuing optimistic guidance. This study examines how investors respond to these disclosures. We find that optimistic projections increase retail purchasing, which is higher than that of institutional purchasing. Additionally, we find that investors partially see through the …


Esg Reporting Divergence, Qiang Cheng, Yun Lou, Mengjie Yang Sep 2023

Esg Reporting Divergence, Qiang Cheng, Yun Lou, Mengjie Yang

Research Collection School Of Accountancy

In this paper, we provide the first large-sample empirical analysis of the consequences of ESG reporting divergence among U.S. firms. We construct and validate an ESG reporting divergence measure based on the dissimilarities in ESG reporting across firms. Validation tests confirm that it is lower for firm-pairs using the same ESG reporting framework, with similar size, and with similar ESG performance than for other firm-pairs. We find that ESG reporting divergence is positively associated with ESG rating disagreement and weakens the positive association between ESG ratings and ESG fund allocation. These results indicate that ESG reporting divergence reduces the usefulness …


Shrinking Factor Dimension: A Reduced-Rank Approach, Ai He, Dashan Huang, Jiaen Li, Guofu Zhou Sep 2023

Shrinking Factor Dimension: A Reduced-Rank Approach, Ai He, Dashan Huang, Jiaen Li, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

We propose a reduced-rank approach (RRA) to reduce a large number of factors to a few parsimonious ones. In contrast to PCA and PLS, the RRA factors are designed to explain the cross section of stock returns, not to maximize factor variations or factor covariances with returns. Out of 70 factor proxies, we find that five RRA factors outperform the Fama-French (2015) five factors for pricing target portfolios, but performs similarly for pricing individual stocks. Our results suggest that existing factor proxies do not provide enough new information at the stock level beyond the Fama-French (2015) five factors.


The Information In Asset Fire Sales, Sheng Huang, Matthew C. Ringgenberg, Zhe Zhang Sep 2023

The Information In Asset Fire Sales, Sheng Huang, Matthew C. Ringgenberg, Zhe Zhang

Research Collection Lee Kong Chian School Of Business

Asset prices remain depressed for years following mutual fund fire sales, but little is known about the causes of these price drops. We show that asymmetric information generates price pressure during fire sales. We separate trades into expected trades, which assume fund managers scale down their portfolio, and discretionary trades. We find that discretionary trades contain fundamental information, whereas expected trades do not. Moreover, other traders cannot distinguish between discretionary and expected trades. Our findings help explain the magnitude and persistence of fire sale discounts: fund managers choose which assets to sell, and information asymmetries make it difficult for arbitrageurs …


Is Carbon Risk Priced In The Cross-Section Of Corporate Bond Returns?, Tinghua Duan, Frank Weikai Li, Quan Wen Sep 2023

Is Carbon Risk Priced In The Cross-Section Of Corporate Bond Returns?, Tinghua Duan, Frank Weikai Li, Quan Wen

Research Collection Lee Kong Chian School Of Business

This paper examines the pricing of a firm's carbon risk, measured by its carbon emissions intensity, in the cross-section of corporate bond returns. Contrary to the "carbon risk premium" hypothesis, we find bonds of firms with higher carbon emissions intensity earn significantly lower returns. This effect cannot be explained by a comprehensive list of bond characteristics and exposure to known risk factors. Investigating sources of the low carbon premium, we find the underperformance of bonds issued by carbon-intensive firms cannot be fully explained by divestment from institutional investors. Instead, our evidence is most consistent with investor underreaction to carbon risk, …


Cultural Distance And Momentum Effect—The Case Of Cross-Listed Companies In The United States, Ling Liu Aug 2023

Cultural Distance And Momentum Effect—The Case Of Cross-Listed Companies In The United States, Ling Liu

Doctoral Dissertations (DBA)

This paper examines the momentum effect in U.S. cross-listed companies, exploring the relationship between cultural distance and momentum portfolio formation, and how cultural distance affects momentum portfolio returns for US cross-listed firms. The study selects cross-listed companies from January 2001 to December 2022 and create momentum portfolios (Chui, Timan, & Wei, 2010) to test the momentum effect of cross-listed companies in the United States. The cultural distance for cross-listed companies is then calculated using the within-group cultural diversity method (Frijns, Dodd, & Cimerova, 2016) and the Hofstede (2001) dimensional method to find the momentum effect in cultural distance sorted groups. …


Virtual Currencies And Intrapreneurial Coordination, Martin Sibileau Aug 2023

Virtual Currencies And Intrapreneurial Coordination, Martin Sibileau

Journal of New Finance

Managers of conglomerates or companies with multiple business units are, like central planners in socialist countries, unable to perform economic calculation. These units exchange goods and services internally based on transfer prices, not market prices, and it is hard to ascertain the value contributed by management, which is often hired and rewarded based on political considerations. Innovation is also often unwelcome, as it may challenge privileges of executive management. Until 2016, conglomerates lacked the technology to benefit from economic calculation. In this paper, I propose that a blockchain platform supporting an internal virtual currency enables economic calculation inside conglomerates, unlocking …


When Do Corporate Good Deeds Become A Burden? The Role Of Corporate Social Responsibility Following Negative Events, Changhyun Kim, Yoonseok Zang, Heli Wang, Kate Niu Aug 2023

When Do Corporate Good Deeds Become A Burden? The Role Of Corporate Social Responsibility Following Negative Events, Changhyun Kim, Yoonseok Zang, Heli Wang, Kate Niu

Research Collection School Of Accountancy

This study investigates the differential roles of corporate social responsibility (CSR) in the context of negative events. By categorizing CSR and negative events by their respective stakeholder groups, primary and secondary stakeholders, we theorize and test differential impacts of CSR and their interaction effects with different types of negative events. We propose that, while CSR toward secondary stakeholders offers the monotonous risk-tempering effect, CSR toward primary stakeholders has heterogeneous effects when facing negative events. Specifically, the effect of CSR toward primary stakeholders varies with the type of negative events. When negative events are associated with secondary stakeholders in the domain …


Budgeting And Cataloging Enhancement For Small And Medium-Sized Enterprises Towards Sustainable Development Goals, Velicia Faustine Halim, Hasnul Suhaimi Jul 2023

Budgeting And Cataloging Enhancement For Small And Medium-Sized Enterprises Towards Sustainable Development Goals, Velicia Faustine Halim, Hasnul Suhaimi

Journal of Environmental Science and Sustainable Development

This paper describes a business coaching activity for small and medium enterprises (SMEs) in chemical and waste management industries. Based on the analysis results, there was a lack of budgeting practice and suboptimal catalog marketing that comprised the majority of existing problems in SMEs. This research aims to assist the SME in improving its budgeting practice and product catalog. The method used is a qualitative method based on a business coaching approach. The research instruments adopted included in-depth individual interviews (IDI). The collected data was then processed and analyzed, starting with generating the SME's business process and service blueprint, followed …


Insider Trading And Corporate Spinoffs, Charlie Charoenwong, Kuan Yong David Ding, Jing Pan Jul 2023

Insider Trading And Corporate Spinoffs, Charlie Charoenwong, Kuan Yong David Ding, Jing Pan

Research Collection Lee Kong Chian School Of Business

This paper studies insider trading to examine undervaluation as a motive behind corporate spinoffs. We show an unmistakable increase (decrease) in the number of insider purchases (sales) and net purchases (sales) in the four quarters prior to a spinoff announcement. In addition, relative to a benchmark period, insider selling is significantly lower, and their net purchases significantly higher, in the three quarters prior to a spinoff announcement compared to other periods. We find that announcement period excess returns for abnormal net insider purchases are significantly higher than excess returns for abnormal net insider sales. Moreover, only firms with abnormal net …


Initiation Payments, Scott Hirst Jul 2023

Initiation Payments, Scott Hirst

Faculty Scholarship

Many of the central discussions in corporate governance, including those regarding proxy contests, shareholder proposals, and other activism or stewardship, can be understood as a single question: Is there under-initiation of corporate changes that investors would collectively prefer?

This Article sheds light on this question in three ways. First, the Article proposes a theory of investor initiation, which explains the hypothesis that there is under-initiation of collectively-preferred corporate change by investors. Even though investors collectively prefer that certain corporate changes take place, the costs to any individual investor from initiating such changes through high-cost proxy contests, or even low-cost shareholder …


Does Corporate Social Responsibility Disclosure Increase The Stock Price Crash Risk? Evidence From Indonesia, Raden Roro Widya Ningtyas Soeprajitno, Zephyra Violetta Setiawan, Ainun Na’Im Jun 2023

Does Corporate Social Responsibility Disclosure Increase The Stock Price Crash Risk? Evidence From Indonesia, Raden Roro Widya Ningtyas Soeprajitno, Zephyra Violetta Setiawan, Ainun Na’Im

Jurnal Akuntansi dan Keuangan Indonesia

Indonesia fully supports efforts to disclose corporate social responsibility (CSR) to increase awareness of issues regarding the environment globally, as stated in the Sustainable Development Goals (SDGs). The connection between the disclosure of corporate social responsibility and the stock price crash risk is examined in this study. Furthermore, we analyse and check robustness and endogeneity issues to avoid variable bias selections. The study uses as its sample companies that are listed on the Indonesia Stock Exchange and follow the Global Reporting Initiative (GRI) for corporate social responsibility. It is found that companies with corporate social responsibility disclosures have a positive …


Relationship Between Customer Expectations And Financial Performance Of Food Industry Businesses In A Customer Satisfaction Model, Petr Suchanek, Maria Kralova Jun 2023

Relationship Between Customer Expectations And Financial Performance Of Food Industry Businesses In A Customer Satisfaction Model, Petr Suchanek, Maria Kralova

Economic and Business Review

Research on customer satisfaction in repeat purchases shows that the relationship between customer expectations and customer satisfaction can be inverse to what is commonly reported. This also has an impact on the financial performance of an enterprise, which is therefore directly influenced by customer expectations. The goal of this paper is to determine whether customer satisfaction affects customer expectations and whether these expectations have a direct impact on the financial performance of an enterprise. The variables representing factors of customer satisfaction, including customer expectations, are measured using a customer survey. Business financial performance (BFP) was measured using the ROA, ROE, …


Esg Ratings Rewriting Or Recalibration?, Chengshuang Zhang Jun 2023

Esg Ratings Rewriting Or Recalibration?, Chengshuang Zhang

Dissertations and Theses Collection (Open Access)

ESG ratings are the nexus of sustainable development. Are ongoing retroactive adjustments of ESG scores rewriting or recalibration? Using datasets from 20 random weeks of downloads of Refinitiv ESG universe between 7 October 2021 to 14 December 2022, we find that the positive link between ESG scores or E&S scores to firms’ stock returns existed between 2011 to 2017, disappeared between 2002 to 2011 and attenuated between 2017 to 2021. Using the formation of the International Sustainability Standard Board on 3rd November 2021 as the external shock event, we further find that the retroactive ESG score adjustments are not …


Assessing Diversification Of S&P500 And Cdx Indexes, Jeffrey A. Palma Jun 2023

Assessing Diversification Of S&P500 And Cdx Indexes, Jeffrey A. Palma

Doctoral Dissertations (DBA)

In this paper, I conduct a study of comovement between equity and corporate bonds using S&P500 and Investment Grade and High Yield CDX Indexes to evaluate the diversification benefits of holding these assets in portfolios. I assess comovement and diversification potential using DCC-GARCH and copulas. This approach allows for a review of equity and credit linkages through multiple lenses and evaluation of how these relationships have evolved over time. In general, I find only modest potential for diversification between equity and CDX markets and strong evidence of increased comovement over time.


Intrafirm Knowledge Sharing In The Investment Research Industry, Artur Hugon, An-Ping Lin, Stanimir Markov Jun 2023

Intrafirm Knowledge Sharing In The Investment Research Industry, Artur Hugon, An-Ping Lin, Stanimir Markov

Research Collection School Of Accountancy

We study interdepartment knowledge sharing in an investment research setting where the benefits are potentially significant for the brokerage and the capital market, but so are the frictions impeding it. Using hand-collected data on equity analyst access to in-house debt research expertise, we find significant benefits to equity analysts in the form of improved ability to forecast cash flows and to anticipate credit rating downgrades. Moreover, we find evidence that access to management and research expertise underlie in-house debt analysts' capacity to generate information beneficial to equity analysts. Finally, these benefits exist only in the presence of a collaborative brokerage …


Audit Adjustments And The Discontinuity In Earnings Distribution Around Zero, Chu Yeong Lim, Themin Suwardy, Tracey Chunqi Zhang Jun 2023

Audit Adjustments And The Discontinuity In Earnings Distribution Around Zero, Chu Yeong Lim, Themin Suwardy, Tracey Chunqi Zhang

Research Collection School Of Accountancy

Accounting researchers have documented that a discontinuity exists in earnings distribution around zero. However, there is considerable debate among researchers whether the earnings discontinuity around zero is caused by earnings management. We aim to shed light on the earnings discontinuity debate by examining the impact of audit adjustments on the distribution of earnings using a unique dataset from Singapore containing both recorded and waived adjustments. We find that audit adjustments do not reduce the discontinuity of earnings distribution around zero. This affirms that the results of Lennox et. al (2016) based on pre-tax earnings also apply to post-tax earnings and …


The Effect Of Risk Profile In Pandemi Outbreak To Banking Financial Performance Case Study In Indonesia, Fajar Abdullah Jun 2023

The Effect Of Risk Profile In Pandemi Outbreak To Banking Financial Performance Case Study In Indonesia, Fajar Abdullah

Journal Of Middle East and Islamic Studies

The risk profile that occurred within the scope of banking during the Covid 19 pandemic which was quantitatively reflected in the microeconomic ratios of the BOPO, NPF/NPL, FDR/LDR ratios, and macroeconomics in this case, inflation and the USD exchange rate, were the main factors in the decline in the soundness level bank which is reflected in the value of the bank's financial performance ratio, namely Return on Assets due to. The objects in this study are the general Islamic and conventional banking industry, with data observations including BOPO, NPF/NPL, FDR/LDR, inflation, and the USD exchange rate. By comparing the effect …


Is Carbon Risk Priced In The Cross Section Of Corporate Bond Returns?, Tinghua Duan, Frank Weikai Li, Quan Wen Jun 2023

Is Carbon Risk Priced In The Cross Section Of Corporate Bond Returns?, Tinghua Duan, Frank Weikai Li, Quan Wen

Research Collection Lee Kong Chian School Of Business

This article examines the pricing of a firm’s carbon risk in the corporate bond market. Contrary to the “carbon risk premium” hypothesis, bonds of more carbon-intensive firms earn significantly lower returns. This effect cannot be explained by a comprehensive list of bond characteristics and exposure to known risk factors. Investigating sources of the low carbon alpha, we find the underperformance of bonds issued by carbon-intensive firms cannot be fully explained by divestment from institutional investors. Instead, our evidence is most consistent with investor underreaction to the predictability of carbon intensity for firm cash-flow news, creditworthiness, and environmental incidents.


Essays On Tax Impacts On Corporate Finance, Corporate Governance And Regional Disparity, Mei Li Jun 2023

Essays On Tax Impacts On Corporate Finance, Corporate Governance And Regional Disparity, Mei Li

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters that cover topics on tax impacts on corporate finance, regional disparity and corporate governance.

Chapter 1 - How Do Net Operating Loss Carryforwards Affect Tax Impact on Corporate Capital Structure? This paper examines the impact of net operating loss (NOL) carryforwards on the tax implications of corporate capital structure. Leveraging the Tax Cuts and Jobs Act of 2017 (TCJA), the largest tax reform in four decades, this paper investigates the effect of NOL carryforwards on firms' sensitivity to tax reforms. As NOL carryforwards have become increasingly significant since 2000, but not widely researched due …