Firm Market Research Articles

Green mergers and acquisitions and corporate environmental responsibility: Substantial transformation or strategic arbitrage?

Green mergers and acquisitions (GM&A) are pivotal for attaining green competitive advantages and fostering sustainable development. This study exploits data from Chinese publicly traded companies spanning 2010–2021 to examine the impact of GM&A on corporate environmental responsibility (CER). Utilizing a difference-in-differences design, the results document that GM&A significantly enhances firms' environmental responsibility. This conclusion remains robust after a comprehensive set of checks. GM&A spurs green technology innovation, eases financial constraints, and elevates corporate environmental awareness, thus mitigating environmental pollution. Additionally, the positive impact of GM&A on CER is particularly pronounced in regions with high market liberalization and firms with substantial social capital. These findings offer valuable insights for policymakers crafting GM&A policies to raise environmental quality and contribute to the literature on the relationship between GM&A and CER.

A dynamic analysis of the firms in oligopoly market structure: a case study

Purpose Over the last years, powerful advances in the area of dynamic games have enriched game theory and made it more applicable to the modeling of real-world competitive strategies. The study of strategic behaviors of firms in an oligopoly market has received little attention, even though real firms have been shown to compete in output and in price in a single industry. The purpose of this study is to propose a game-theoretic approach to studying strategic behaviors of firms in an oligopoly market structure. Design/methodology/approach This approach was developed to study market dynamics and pricing strategic behavior of firms that have the possibility of deciding to be one of the two types (price-maker or price-taker) and reconsider the choice overtime on the basis of their current insights and knowledge and their experience. Firms try to improve their performance in the competitive market in a strategic way, by considering their steady-state profits and choosing the best type given the other firms’ types, actions and interactions. Findings The results of the present study confirm the previous study that the Cournot market is a stable market, where each firm can be a price-maker and enjoy individual learning as well as social learning. On the contrary, the market with price-takers only is never stable, and, therefore, the Walrasian equilibrium may not be supported in some instances. The Cournot market loses its stability as the number of firms in the market increases due to the fact that it will be more profitable for a firm to switch to price-taking when the number of firms is high enough. In such a situation, when the number of price-takers increases, there are no stable markets and price dynamics are destabilized. Originality/value The study and modeling of real-world competitive strategies would enhance the understanding of oligopoly markets. The study of strategic behaviors of firms in an oligopoly market has received little attention, even though real firms have been shown to compete in output and in price in a single industry as price-takers and price-makers.

Linking labor with capital: How employee friendly treatment impact trade credit availability

This study explores the value of employee friendly treatment from a signaling theory perspective by relating it to corporate trade credit. Theoretically, employee friendly treatment signals firms' high possibility of “will and able” to perform obligations, which strengthens firms' bargaining power in striving for trade credit. The empirical tests show a positive relationship between employee friendly treatment and trade credit availability. The positive effect of employee friendly treatment on trade credit is more prominent in firms with lower market power and firms located in areas with weaker legal enforcement, lower level industrialization and poorer high education popularity. Overall, the study establishes a link between labor and capital market, implying that firms' treatment to employees who are internal stakeholders can be a cue for outsider stakeholders such as suppliers to alter the provision of trade credit.

Reporting Corporate Risk: An Empirical Inquiry into Listed Entities in the Saudi Capital Market

A capital market with greater transparency provides more accurate metrics for measuring corporate performance, which can be utilized to inform market participants’ decisions. Informed risk is crucial to corporate reporting transparency. This empirical study explores the extent to which firms in the Saudi capital market disclose risk information, whether financial or non-financial. A risk disclosure index (RDI) is constructed based on a rigorous literature review of previous studies, considering suggested items related to corporate risk that must be disclosed. The sample comprises 50 corporations, with five companies representing the energy sector, three representing the utility sector, and forty-two representing the materials sector. The findings reveal moderate financial risk disclosure (sample mean 56%) and low non-financial risk disclosure (sample mean 33%) in the Saudi capital market. In the energy sector, the disclosed financial and non-financial risks comprise 57% and 37%, respectively; in the utility sector, these proportions are 56% and 31%, while in the materials sector, they are 54% and 33%, respectively. Regulators should prioritize high-quality, transparent, and comparable risk information disclosure to attract direct foreign investment. To improve their risk disclosure, managers of firms can also employ the RDI to examine the extent of risk their companies face. This study is limited to the annual and board reports of companies in the three sectors.

When is blockchain worth it? Value and risk drivers of corporate blockchain announcements

In the era of emerging technologies, many firms explore the role of blockchain technology and its impact on corporate market value. Past research has shown that companies benefit from executing blockchain projects, but little is known about specific value and risk drivers. Hence, we provide evidence for several conditions under which blockchain provides additional firm market value. Moreover, we test whether blockchain announcements lead to changes in the systematic risk of firms. Theoretically founded on the resource-based view, we utilize the event study methodology, supplemented by a multivariate regression and a firm’s beta analysis. We find that stock markets react positively to corporate blockchain news if the announcement is related to a blockchain consortium or partnership, is declared by a tech company, or if the announcement is a follow-up announcement to initial blockchain news. Moreover, our findings show that blockchain announcements do not lead to significant changes in a firm’s systematic risk.

Blockchain adoption of pharmaceutical firms in a competitive market: Pricing, drug traceability and consumer awareness

To cope with counterfeit drugs reaching consumers all over the world, pharmaceutical firms increasingly regard blockchain technology (BCT) as a promising solution to achieve drug traceability. This study proposes a game-theoretic model to investigate the impact of BCT adoption on pharmaceutical firms’ pricing and performance in a competitive market, where one firm offers a branded drug and the other offers a generic version. We consider three contrastive cases with no BCT adoption, unilateral BCT adoption of the branded drug firm and bilateral BCT adoption and characterize consumer traceability awareness, which represents the fraction of consumers sensitive to drug traceability. We find that when BCT is unilaterally adopted, a high consumer traceability awareness level may lead to either higher or lower drug prices. The bilateral adoption of BCT always benefits the generic drug firm due to the enhanced drug traceability, but may damage the branded drug firm attributed to the mitigated differentiation between the two drugs. Compared with the unilateral adoption of BCT, bilaterally adopting BCT can lead to a win-win or lose-lose outcome, depending on the trade-off of drug traceability, drug differentiation and pricing competition. In addition, the adoption of BCT improves consumer welfare when consumers hold a high level of traceability awareness.

The impact of cultural distance on fund transfers in the internal capital market

This paper examines how cultural distance affects fund transfers in the internal capital market of multinational firms. The results show that a larger cultural distance significantly reduces internal fund transfers to foreign subsidiaries. These results are robust to alternative measures of cultural distance and different econometric specifications. External shocks do not affect the results. Further analysis shows that the negative cultural impact is driven mainly by the dimensions of power distance, individualism, and uncertainty avoidance. Furthermore, the effect of cultural distance on internal fund transfers is independent of subsidiary productivity, and a larger cultural distance exacerbates the negative impact of corporate diversification on firm value. Overall, our findings highlight the important role that culture plays in multinationals’ global operations.

Burn the Boats! Market Entry and Firm Boundary Decisions as Signals of Corporate Purpose Credibility

Burn the Boats! Market Entry and Firm Boundary Decisions as Signals of Corporate Purpose Credibility

Local CSR and Emerging Market Firms’ Upgrading: Evidence from China

Local CSR and Emerging Market Firms’ Upgrading: Evidence from China

EXPRESS: Untangling the Duality of Emerging Market Firms’ Response to OFDI Policies on Their Innovation Performance: A Resource Dependence Perspective

Firms’ international expansion, affected by outward foreign direct investment (OFDI) policies of home countries, can greatly shape their innovation performance. Yet, existing literature lacks sufficient investigation toward the nexus between corporate response to policies in OFDI activities and subsequent innovation performance. Thus, the authors designed this study to examine how a firm’s response to OFDI policies affects its innovation performance. Drawing upon the resource dependence theory, the authors theorize corporate response to OFDI policies as firm dependence on home government. By arguing that such dependence differentially affects firm innovation through support and control mechanisms, they elucidate the inverted U-shaped relationship between corporate response to OFDI policies (measured by the percentage of a firm’s OFDI projects in policy-favored markets) and innovation performance (measured as patent counts). Furthermore, this curvilinear relationship, they posit, is moderated and strengthened by home-government subsidies the firm receives (calculated as the ratio of annual subsidies received to yearly sales). With archival data of 2,050 Chinese listed manufacturing firms responding to specific OFDI policies during 2013–2021, their predictions are corroborated. Overall, by illuminating the innovation implications of OFDI as corporate response to policies, this study contributes to the international marketing literature in the context of emerging markets.

The Bright Side of Price Volatility in Global Commodity Procurement

This paper studies two competing firms’ choices between the contingent-price contract (CPC) and fixed-price contract (FPC) in global commodity procurement. The FPC price is determined when signing the contract, whereas the CPC price is pegged to an underlying index and remains open until the delivery date. Under both contracts, each firm determines its order quantity based on the updated belief about the market demand. The unrealized CPC price correlates with the market demand, allowing a firm to update its belief about the CPC price using demand information, thereby generating a price-learning effect. We find that, contrary to conventional wisdom, a larger price volatility could benefit the firms, and, under differentiated contracts, a firm might benefit from the improvement of forecast accuracy at its rival. We further show that the price-learning effect plays a critical role in the firms’ contract choices. First, significant price volatility forces the firms to pursue the responsiveness of the CPC. Second, the firms may adopt differentiated contracts to enhance their responses to market changes and dampen competition, and a higher competition intensity more likely leads to contract differentiation. Third, the firms in a small market seek responsiveness and contract differentiation rather than cost efficiency. This study reveals the bright side of price volatility and takes a step toward understanding the effect of two-dimensional information updating. This paper was accepted by Jeannette Song, operations management. Funding: This work was supported in part by the National Natural Science Foundation of China [W. Xing was supported by Grant 72071210, L. Liu was supported by Grant 72371122, and F. Zhang was supported by Grants 71929201 and 72131004]. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2023.00304 .

Can environmental tax promote green M&A in emerging market firms? Evidence from China's heavy polluters

AbstractBased on a sample of heavily polluting firms listed in China, we examine the impact of environmental taxes on the green M&A behavior of these firms. Our findings underscore that environmental taxes have significantly increased the likelihood of heavily polluting firms engaging in green M&A endeavors. This impact is particularly pronounced in areas with high media attention, low financing constraints, and high environmental investment. However, our examination of the economic consequences shows that green M&A does not improve the green innovation performance and ESG performance of firms. The analysis of M&A motivations shows that the majority of heavy polluters' green M&A targets are located in regions with weak environmental regulation, confirming that green M&A under the environmental tax burden is a tool used by firms to engage in pollution transfer. In addition, green M&A under the environmental tax burden is characterized by financial investment, connected M&A, and nonsignificant M&A, confirming that green M&A under the environmental tax burden may be a tool used by companies seeking only the appearance of “greenwashing.” Therefore, green M&A under the environmental tax burden tends to be underpinned by opportunistic motives of pollution transfer and “greenwashing,” rather than substantive green transformation and upgrading. We provide evidence from emerging markets on the impact of environmental taxes on green M&A, which adds to the literature in this area and has policy implications for government regulation of corporate environmental governance practices.

Extreme Weather and Firm Market Value: Roles of Corporate Social Responsibility and Stock Analyst Attention

ABSTRACT The outbreak of extreme weather events is increasing in frequency for the last decade, resulting in tremendous human and industrial losses worldwide. Evaluating and managing the effects of such events are highly urgent matters for firms, but the literature on this topic is limited. In this study, the effects of extreme weather events on the stock market performance of firms were estimated to provide a foundation for exploring how to manage such effects. From the perspective of the shareholder view, the heterogeneous effect of corporate social responsibility (CSR) on stock performance associated with extreme weather events were examined. Data on natural disasters that were caused by six types of extreme weather and occurred between 2001 and 2021 in China were used to construct a database of 2,718 Chinese listed manufacturing firms and 23,529 observations regarding the potential effects by extreme weather events. An event analysis indicated that the extreme weather events bring an average of 0.97% drop in the stock performance of potentially affected firms for the month that the event starts and the next month. A subsequent cross-sectional analysis revealed that a high CSR level is associated with low market value during extreme weather events, while a high level of stock analyst attention alleviates the negative effect of CSR on the stock performance of extreme weather events. This study enriches the existing literature and offers practical insights for managers in the fields of CSR and operations management, highlighting the complex dynamics between CSR activities, analyst attention, and stock market performance during extreme weather events.

How Does Financial Technology Innovation Impact Business Performance?

ABSTRACT Financial technology (FinTech) is transforming traditional financial services and has a significant impact on business performance. This study investigates how FinTech affects the performance of businesses in China. It constructs a FinTech Index based on data from the Baidu Search Index and aligns this index with the financial data of publicly listed Chinese companies over the period from 2011 to 2021. We find that the development of FinTech positively affects corporate performance improvement through external and internal environment mechanisms. The findings reveal that FinTech significantly contributes to business performance by enhancing information transparency, alleviating financing constraints, and improving the efficiency of corporate investment environments. Additionally, we find that the impact of FinTech development on corporate performance exhibits heterogeneity. The beneficial effects of FinTech on corporate performance are particularly noticeable in in eastern regions, groups with lower levels of centralization, and areas with weaker regulatory oversight. The empirical results can be used to help emerging market firms improve their performance and assist investors in identifying worthwhile investment prospects.

Bond market liberalization, technological innovation and firms' position in the global value chain division of labor

Based on the annual data of Chinese listed enterprises from 2004 to 2016, this paper investigates the impact of the opening up of the bond market on the division of labor position of enterprises' global value chains. It is found that the opening up of bond market mainly enhances the division of labor position of enterprises' global value chain by influencing the level of enterprises' technological innovation. The results of mechanism test show that the opening of bond market to the outside world can help enterprises to increase R&D investment, improve technological innovation level and realize the upgrading of the division of labor position in global value chain by alleviating the financing constraints of enterprises and intensifying the competition among enterprises. Heterogeneity analysis shows that the opening up of bond market has a better effect on the GVC status of enterprises in the central and western regions than that of enterprises in the eastern regions.

Corporate tax avoidance and firm value: The moderating role of environmental, social, and governance (ESG) ratings

AbstractIn this study, we examine how managers in firms that have practiced tax avoidance strategically use sustainability activities together with their tax avoidance practices. More specifically, we investigate the moderating impact of ESG on the association between tax avoidance and firm value. Using a sample of French‐listed companies during the years 2012–2021, we hypothesized and found that ESG rating negatively and significantly moderates the relationship between corporate tax avoidance and firm market valuation. Overall, our results suggest that investors reward firms for good ESG performance, perceiving such companies as more valuable. However, when these firms engage in higher tax liabilities, the positive effect of ESG on firm value is slightly reduced. This nuanced insight highlights the importance of considering how tax strategies interact with ESG initiatives in shaping overall firm value. This study, thus, provides theoretical and practical consequences that will encourage businesses and politicians to promote sustainable development. Our findings remain robust to an array of tests, including a number of different tax avoidance measures and potential endogeneity problems.

Enhancing the accuracy of stock return movement prediction in Indonesia through recent fundamental value incorporation in multilayer perceptron

PurposeThe study aims to explore how integrating recent fundamental values (RFVs) from conventional accounting studies enhances the accuracy of a machine learning (ML) model for predicting stock return movement in Indonesia.Design/methodology/approachThe study uses multilayer perceptron (MLP) analysis, a deep learning model subset of the ML method. The model utilizes findings from conventional accounting studies from 2019 to 2021 and samples from 10 firms in the Indonesian stock market from September 2018 to August 2019.FindingsIncorporating RFVs improves predictive accuracy in the MLP model, especially in long reporting data ranges. The accuracy of the RFVs is also higher than that of raw data and common accounting ratio inputs.Research limitations/implicationsThe study uses Indonesian firms as its sample. We believe our findings apply to other emerging Asian markets and add to the existing ML literature on stock prediction. Nevertheless, expanding to different samples could strengthen the results of this study.Practical implicationsGovernments can regulate RFV-based artificial intelligence (AI) applications for stock prediction to enhance decision-making about stock investment. Also, practitioners, analysts and investors can be inspired to develop RFV-based AI tools.Originality/valueStudies in the literature on ML-based stock prediction find limited use for fundamental values and mainly apply technical indicators. However, this study demonstrates that including RFV in the ML model improves investors’ decision-making and minimizes unethical data use and artificial intelligence-based fraud.

Impact of Fintech on labor allocation efficiency in firms: Empirical evidence from China

Fintech has significantly influenced the traditional financial industry by introducing advanced technologies and innovative business models that have resulted in profound impacts. This study examines the effects of Fintech development on labor allocation efficiency and explores its underlying mechanisms. Using a set of Chinese A-share public firms from 2011 to 2020, we find that Fintech development plays a positive role in labor allocation efficiency, mainly by mitigating labor overinvestment. This positive effect is further reinforced by market competition. We also find that the primary pathways of this enhancement include lowering information asymmetry, mitigating agency issues, and substituting low-skilled labor. Moreover, we show that the dimensions of depth and digital integration are particularly important in improving labor allocation efficiency.

Decentralized Finance (DeFi) assurance: early evidence

Decentralized finance (DeFi) has emerged to offer traditional financial services such as lending, borrowing, and trading without intermediaries (e.g., banks). DeFi transactions are typically executed using a special digital class of contracts called smart contracts. These contracts are self-executing and hard-coded directly on a blockchain. We observe the emergence of a new class of voluntary audits that evaluate the integrity of these contracts. Using a hand-coded sample of about 8,500 smart contract audit reports, we provide some of the first evidence showing that (1) these audits are pervasive, (2) the audit firm market is composed of new technical audit firms, (3) the scope of these audits can span a variety of contract features, (4) the audit inputs and outputs differ substantively from those of conventional financial audits, and (5) the market reacts positively to the release of these audit reports, suggesting that these reports are value-relevant. These findings highlight the demand for novel assurance services driven by blockchain technology.

The impact of quality awards on the financial performance of manufacturing industries. Evidence from the Delta region of China

Following provincial quality awards announcements, this study explores whether winners’ financial performance is significantly impacted by the quality award, using OLS and PSM-DID techniques. A placebo parallel trend model is adopted to re-estimate dynamic firms financial performance and test the robustness of the findings. The results show that the quality award significantly impacts manufacturing firms’ financial performance. The regional quality award has significant positive benefits for first-time winners and winning firms located in the Delta region of China. There is a significant positive relationship between the firms’ financial performance and the achievement of quality awards in the long run. The findings expand the research to the relationship between quality awards and firm market value in various institutional contexts. The positive association between a quality award and financial performance confirms the implication for policymakers and the government that a reasonable quality award reduces the quality problem, increases firm value, and supports the awards mechanism in China.