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金融研究  2025, Vol. 537 Issue (3): 21-39    
  本期目录 | 过刊浏览 | 高级检索 |
人民币汇率、创新效应与制造业企业杠杆率
曹伟, 高洁, 曾利飞
西南财经大学中国金融研究院,四川成都 611130;
浙江工商大学金融学院,浙江杭州 310018
RMB Exchange Rate, Innovation Effects and Leverage Ratio of Manufacturing Firms
CAO Wei, GAO Jie, ZENG Lifei
Institute of Chinese Financial Studies, Southwestern University of Finance and Economics;
School of Finance, Zhejiang Gongshang University
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摘要 杠杆率问题事关“稳增长”全局,企业部门保持杠杆率的相对稳定或适度提高杠杆率,有利于推动经济持续回升向好。本文构建企业三阶段决策模型,分析汇率变动对制造业企业杠杆率的影响。模型结果表明,本币升值通过创新效应和资产负债表效应提高企业杠杆率,通过中间品进口成本节约效应降低企业杠杆率。实证研究发现,总体而言,本币升值会提高企业杠杆率,原因在于创新效应和资产负债表效应对杠杆率的促进作用,强于成本节约效应对杠杆率的抑制作用。进一步细分三类中间品进口类型,分析表明,人民币升值对零配件进口的成本节约效应较半成品、初级中间品更强,因此,加大零部件进口会降低企业杠杆率。分组检验表明,人民币升值对国有企业、高新技术企业杠杆率的推升作用更明显。本文从国际贸易和国际金融视角为重新认识制造业企业的杠杆率问题提供了新的思路和政策启示。
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曹伟
高洁
曾利飞
关键词:  人民币汇率  企业杠杆率  创新效应  资产负债表效应  中间品进口成本节约效应    
Summary:  According to the China Financial Stability Report (2024) released by the People's Bank of China, the corporate sector leverage ratio reached 168.0% at the end of 2023, an increase of 6.1 percentage points from the end of 2022, accounting for 52% of the total rise in the macro leverage ratio. The report suggests that the structure of corporate sector leverage has been improving, contributing positively to the ongoing economic recovery. As China's economic conditions have evolved, the understanding of leverage-related issues has also shifted. While the Central Economic Work Conference in 2015 emphasized “deleveraging”, it was later recognized that excessive deleveraging could trigger balance sheet recession risks and unfavorable for economic growth. In 2019, the Central Economic Work Conference proposed the goal of “maintaining economic performance within a reasonable range and keeping the macro leverage ratio basically stable”, marking a policy shift toward balancing “leverage stability” and “growth stability” as dual objectives. Currently, with China's economy showing steady and positive momentum, maintaining relatively stable or moderately rising corporate leverage may help sustain recovery and growth.
Since the reform of China's exchange rate regime in July 2005, fluctuations in the RMB exchange rate have had a significant impact on the leverage of manufacturing enterprises. During the general appreciation of the RMB's real effective exchange rate, the corporate sector's leverage ratio rose from 99.00% in 2006 to 168.00% in 2023, closely tracking the exchange rate trend. This raises a crucial question: is there a causal relationship between RMB exchange rate movements and corporate leverage? If so, what are the underlying mechanisms?
This paper addresses these questions through both theoretical modeling and empirical analysis. First, it develops a three-stage decision-making model of firms' debt financing under exchange rate change, demonstrating that exchange rate changes affect leverage through three mechanisms: the innovation effect, the cost-saving effect of imported intermediate goods, and the balance sheet effect. Second, using a panel dataset of Chinese listed manufacturing firms from 2007 to 2016, this study merges customs trade data, CSMAR firm-level data, and IMF-IFS macroeconomic data to empirically test the impact of RMB real effective exchange rate fluctuations on firm leverage. The results show that RMB appreciation increases firm leverage through the innovation and balance sheet effects, while it decreases leverage through the cost-saving effect from imported intermediates. Overall, the positive effects of appreciation on leverage outweigh the negative, leading to a net increase in firm leverage. Further analysis by type of intermediate goods reveals that the cost-saving effect of RMB appreciation is more significant for imported parts and components than for primary intermediates. Heterogeneity tests indicate that the leverage-enhancing effect of RMB appreciation is more pronounced among state-owned enterprises and high-tech firms.
Compared with existing literature, this paper contributes in several ways. (1) Theoretically, it is the first to build a three-stage decision framework from the perspective of firms' production and R&D decisions, where firms sequentially choose optimal debt levels, R&D investment, and product pricing to maximize profits. (2) Empirically, this study identifies that the RMB appreciation influences firm leverage through three mechanisms: innovation effects(positive), balance sheet effects (positive), and the cost-saving effects of imported intermediate goods (negative).
The policy implications of this paper are as follows: First, in light of China's steady economic recovery and the likely future trend of a “stable-to-strong” RMB, moderate increases in firm leverage may be tolerated. It is recommended that policymakers actively support corporate innovation by facilitating access to innovation financing under controllable risk. Empirical results indicate that firms tend to enhance innovation to maintain global competitiveness during RMB appreciation, which typically involves higher leverage. Overemphasis on “deleverage” could inadvertently constrain firm financing and growth.
Second, optimizing the structure of intermediate goods imports—especially by increasing imports of parts and components—could help reduce manufacturing firms' leverage. Results demonstrate that firms can effectively reduce the cost of imports, and hence leverage, by importing intermediate goods when the local currency appreciates. While the cost-saving effect of imported intermediates is generally smaller, the growing role of Chinese firms in global production networks means that importing technologically advanced components can yield greater financial benefits under a stronger RMB. Looking forward, the logic won't change that strong economy is accompanied with strong currency. With the future trend of a “stable-to-strong” RMB, firms could make full use of the cost advantage of importing intermediates, increase imports of intermediate goods and optimize the structure of imported intermediate goods will, to some extent, help to reduce corporate leverage.
Third, as China's trade continues to expand, improving the debt financing environment for manufacturing firms is essential to help them adapt to the future trend of a “stable-to-strong” RMB. Heterogeneity analysis reveals that the leverage-enhancing effect of RMB appreciation is more pronounced among state-owned firms and high-tech firms. Moreover, exchange rate appreciation significantly increases both financial leverage and long-term leverage of firms. These findings suggest that the innovation and balance sheet effects induced by RMB appreciation tend to increase firms' demand for external financing. In response, policymakers should take the opportunity to optimize the financial supply system, enhance the accessibility and inclusiveness of financial services, and foster a favorable debt financing environment.
Keywords:  RMB Exchange Rate    Firm Leverage Ratio    Innovation Effects    Balance Sheet Effects    Cost-saving Effects of Imported Intermediate Goods
JEL分类号:  F14   F31   G32  
基金资助: * 本文感谢国家社会科学基金重大项目(24&ZD096,22&ZD121)和国家社会科学基金一般项目(23BJL093)的资助。感谢匿名审稿人的宝贵意见,文责自负。
通讯作者:  曾利飞,管理学博士,教授,浙江工商大学金融学院,E-mail:zenglf@mail.zjgsu.edu.cn.   
作者简介:  曹 伟,经济学博士,教授,西南财经大学中国金融研究院,E-mail:caowei4086@163.com.
高 洁,硕士研究生,浙江工商大学金融学院,E-mail:floragaojie@163.com.
引用本文:    
曹伟, 高洁, 曾利飞. 人民币汇率、创新效应与制造业企业杠杆率[J]. 金融研究, 2025, 537(3): 21-39.
CAO Wei, GAO Jie, ZENG Lifei. RMB Exchange Rate, Innovation Effects and Leverage Ratio of Manufacturing Firms. Journal of Financial Research, 2025, 537(3): 21-39.
链接本文:  
http://www.jryj.org.cn/CN/  或          http://www.jryj.org.cn/CN/Y2025/V537/I3/21
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