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Article
Publication date: 3 January 2024

HyunJun Na

This study examines the impact of the US government customer concentration and product innovation in supplier firms. The US government customer concentration is defined as the…

Abstract

Purpose

This study examines the impact of the US government customer concentration and product innovation in supplier firms. The US government customer concentration is defined as the proportion of sales made by a supplier firm to the US government as a major customer. To measure product innovation, the author uses two key metrics: the number of patents and the novelty of the patents. The results indicate that a supplier firm’s relationship with the US government, as measured by the tenure of the relationship, has a significant impact on product innovation. Furthermore, the author shows that changes in the composition of the US government, Senate can also affect the level of innovation in supplier firms.

Design/methodology/approach

This study employs the Compustat’s Segment Customer database and the National Bureau of Economic Research (NBER) Patent Citation database to gather information regarding patents granted by the United States Patent and Trademark Office (USPTO). The author also incorporates data from US Congressional committees from the 96th to 115th Congresses to assess the effect of changes in seniority of US senators on influential committees on the firm’s innovation. For a robustness test, the author utilizes a propensity score matched analysis.

Findings

The author demonstrates that a firm’s dependence on the US government as a customer channel for an extended period negatively impacts the firm’s innovation efficiency, as measured by the number of patents, citations and novelty of the patents. In addition, the author provides evidence that changes in the seniority of US senators on influential committees have a significant impact on firms located in the same state as the new senior senators. These firms decrease innovative efforts due to the political connections, resulting in lower levels of innovation. These findings are robust after controlling the endogeneity issues. In conclusion, this study contributes to the existing literature by offering insight into the relationship between customer concentration and firm innovation. The findings highlight the importance of considering the relationship between firms and their customer base in determining innovation outcomes.

Originality/value

This study demonstrates that a heavy reliance on the US government as a customer channel has a detrimental impact on a firm’s innovation efficiency. Furthermore, the author analyzes the exogenous shock of changes in the seniority of US senators on the relationship between customer dependence and innovation. By utilizing a propensity matched sample, the author addresses endogeneity concerns and provides robust evidence for empirical findings. In conclusion, this study sheds light on the complex relationship between customer dependence and firm innovation, particularly in the context of the US government as a sales channel.

Details

International Journal of Managerial Finance, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 1743-9132

Keywords

Article
Publication date: 10 June 2021

HyunJun Na

This paper aims to examine how a firm’s political party orientation (Republican or Democratic), which is measured as the composite index based on the political party leanings of…

Abstract

Purpose

This paper aims to examine how a firm’s political party orientation (Republican or Democratic), which is measured as the composite index based on the political party leanings of top managers, affects bank loan contracts. This study also investigates how the political culture of local states has a significant impact on loan contracts.

Design/methodology/approach

This research uses various databases including the Loan Pricing Corporation’s DealScan database, financial covenant violation indicators based on the Securities and Exchange Commission (SEC) filings, firm bankruptcy filings and political culture index data to examine the impact of political orientation on the cost of debt. This paper also includes the state level of gun ownership and bachelor’s degrees to investigate how local political culture affects the loan contract. To control endogenous concerns, this paper uses an instrumental variable analysis.

Findings

Firms that have Republican-oriented political identities pay lower yield spreads for the main costs of debt including all-in-spread-drawn and all-in-spread-undrawn. This pattern is consistent with other fees of bank loans. This paper finds that an increase in conservative political policies toward Republican orientations is negatively associated with the cost of debt. The main findings also show that the political culture in the state where the headquarters of the borrowing firm are located plays an important role in bank loan contracts.

Originality/value

The findings in this paper provide evidence that a firm’s political party orientation significantly affects the loan contract terms in both pricing and non-pricing terms. To the best of the author’s knowledge, this is the first study that shows the importance of political party identification on loan contracts by separating the sample into Republican, neutral and Democratic.

Details

Review of Accounting and Finance, vol. 20 no. 2
Type: Research Article
ISSN: 1475-7702

Keywords

Article
Publication date: 2 June 2021

HyunJun Na

The purpose of this paper is to investigate how the innovative firm’s proprietary information has an impact on its debt financing preference. This study also examines the impact…

Abstract

Purpose

The purpose of this paper is to investigate how the innovative firm’s proprietary information has an impact on its debt financing preference. This study also examines the impact of industry-level competition on the debt financing orders and investigates how two exogenous shocks impacted on innovative firms’ financing policies.

Design/methodology/approach

This paper uses the three types of debt data, including bonds, private debt placements and bank loans and patent application data, in the USA from 1987–2008. The number of patents applications and industry-level competition are used as proxies for a firm’s innovation and industry-level sensitivity. In addition, to minimize endogenous concern, this study uses the propensity score matching analysis and difference-in-differences.

Findings

The patents are the primary determinants for innovative firms to choose the debt types. The paper shows that innovative firms have the debt preference order – public debt, private placement and bank loans. However, as competition increases, innovative firms devise the order reverse. Finally, the paper provides evidence that the American Inventor’s Protection Act (AIPA) and the tech bubble crash made investors depend more on firms with more patents.

Originality/value

This paper is the first to study the impact of the AIPA on innovative firms’ financial policies using the propensity score matching analysis. The findings imply that both patents and industry-level competition are important factors to understand the capital structures for innovative firms.

Details

Studies in Economics and Finance, vol. 38 no. 5
Type: Research Article
ISSN: 1086-7376

Keywords

Article
Publication date: 7 July 2020

HyunJun Na

This study explores how the firm’s proprietary information has an impact on the bank loan contracts. It explains the propensity of using the competitive bid option (CBO) in the…

Abstract

Purpose

This study explores how the firm’s proprietary information has an impact on the bank loan contracts. It explains the propensity of using the competitive bid option (CBO) in the syndicate loans to solicit the best bid for innovative firms and how it changes based on industry competition and the degree of innovations. This research also examines how the interstate banking deregulation (Interstate Banking and Branching Efficiency Act) in 1994 affected the private loan contracts for innovative borrowers.

Design/methodology/approach

The study uses various econometric analyses. First, it uses the propensity score matching analysis to see the impact of patents on pricing terms. Second, it uses the two-stage least square (2SLS) analysis by implementing the litigation and non-NYSE variables. Finally, it studies the impact of the policy change of the Interstate Banking and Branching Efficiency Act of 1994 on the bank loan contracts.

Findings

Firms with more proprietary information pays more annual facility fees but less other fees. The patents are the primary determinants of the usage of CBO in the syndicate loans to solicit the best bid. While innovative firms can have better contract conditions by the CBO, firms with more proprietary information will less likely to use the CBO option to minimize the leakage of private information and the severe monitoring from the banks. Finally, more proprietary information lowered the loan spread for firms dependent on the external capital after the interstate banking deregulation.

Originality/value

The findings of this research will help senior executives with responsibility for financing their innovative projects. In addition, these findings should prove helpful for the lawmakers to boost economies.

Details

International Journal of Managerial Finance, vol. 17 no. 1
Type: Research Article
ISSN: 1743-9132

Keywords

Article
Publication date: 27 March 2020

HyunJun Na

This paper aims to examine how a firm’s customer concentration, which is the amount of sales between a supplier firm and the major customers, affects corporate bond contracts…

Abstract

Purpose

This paper aims to examine how a firm’s customer concentration, which is the amount of sales between a supplier firm and the major customers, affects corporate bond contracts. This study also investigates how the types of customer concentration have a significant impact on bond contracts.

Design/methodology/approach

The research uses the Compustat’s segment customer database and the Mergent fixed income securities database, which provides details about publicly offered US bond issues and issuers. The sample also includes the US Congressional committees’ data from the 96th to 115th congresses. To control any endogenous concerns, the author uses changes in the seniority of US senators on powerful committees and the American Recovery and Reinvestment Act of 2009 (ARRA) as exogenous shocks. For a robustness test, the author also uses the propensity score-matched pairs.

Findings

While higher customer concentration, on average, leads to higher yield spreads and strict covenants, firms that have the US Government as a major customer pay lower yield spreads and have higher issue ratings. However, as a firm’s sales depend too heavily on the US Government customer channel, the bond issuance is likely to have lower issue ratings. The main findings also show that firms with government concentrations take advantage of political links, leading to lower yield spreads after two exogenous events.

Originality/value

The findings in this paper show the importance of a firm’s customer types in bond markets by emphasizing the positive impact of the US Government as the sales channel. Exogenous event studies based on the propensity-matched sample alleviate the endogenous concerns.

Details

Review of Accounting and Finance, vol. 19 no. 2
Type: Research Article
ISSN: 1475-7702

Keywords

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