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Cluster Commercial Credit and Total Factor Productivity of the Manufacturing Sector

Author

Listed:
  • Tinghua Liu

    (School of Economics, Shandong University of Technology, Zibo 255000, China)

  • Fengjuan Kou

    (School of Economics, Shandong University of Technology, Zibo 255000, China)

  • Xiao Liu

    (School of Urban and Regional Science, Shanghai University of Finance and Economics, Shanghai 200433, China)

  • Ehsan Elahi

    (School of Economics, Shandong University of Technology, Zibo 255000, China)

Abstract

The study estimates the impact of cluster commercial credit on manufacturing total factor productivity from the perspective of county-level clusters. The data were collected from 1998 to 2015 from the Chinese Industrial Enterprise Database. Various econometrics methods were used to approach the study objectives. The study found that cluster commercial credit can significantly increase the total factor productivity of manufacturing. Through the analysis of the theoretical mechanism, it was found that improving the level of innovation and improving the efficiency of the capital allocation are important ways for cluster commercial credit to positively promote the total factor productivity of the manufacturing sector. The analysis of heterogeneity found that cluster commercial credit promoted the total factor productivity of state-owned enterprises, large-scale enterprises, capital-intensive industries, high-tech industries, and enterprises in coastal areas to a great extent. By constructing a quasi-natural experiment, using the method of multi-period double difference and PSM-DID to solve the problem of cluster commercial credit endogeneity, it passed the parallel trend, placebo, and other tests. Finally, this article further describes the relationship between corporate commercial credit and corporate total factor productivity from the enterprise-to-enterprise level and found that the use of commercial credit by enterprises has a significant and positive role in promoting corporate total factor productivity. The research results of this paper provide a reference for promoting the high-quality development of the country’s economy from the perspective of informal finance.

Suggested Citation

  • Tinghua Liu & Fengjuan Kou & Xiao Liu & Ehsan Elahi, 2022. "Cluster Commercial Credit and Total Factor Productivity of the Manufacturing Sector," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3601-:d:774658
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    1. Nathan Nunn & Nancy Qian, 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 593-650.
    2. Raymond Fisman & Mayank Raturi, 2004. "Does Competition Encourage Credit Provision? Evidence from African Trade Credit Relationships," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 345-352, February.
    3. Liu, Qing & Qiu, Larry D., 2016. "Intermediate input imports and innovations: Evidence from Chinese firms' patent filings," Journal of International Economics, Elsevier, vol. 103(C), pages 166-183.
    4. Nilsen, Jeffrey H, 2002. "Trade Credit and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 226-253, February.
    5. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    6. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    7. Ellen McGrattan, 2020. "Intangible Capital and Measured Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 37, pages 147-166, August.
    8. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    9. Dierk Herzer, 2012. "Outward FDI, Total Factor Productivity and Domestic Output: Evidence from Germany," International Economic Journal, Taylor & Francis Journals, vol. 26(1), pages 155-174, October.
    10. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    11. M. Constanza Demmel & Juan A. Máñez & María E. Rochina-Barrachina & Juan A. Sanchis-Llopis, 2017. "Product and process innovation and total factor productivity: Evidence for manufacturing in four Latin American countries," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 1341-1363, November.
    12. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    13. Liangbo Ma & Shiguang Ma, 2020. "Trade credit use and bank loan access: an agency theory perspective," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1835-1865, June.
    14. Elahi, Ehsan & Abid, Muhammad & Zhang, Liqin & ul Haq, Shams & Sahito, Jam Ghulam Murtaza, 2018. "Agricultural advisory and financial services; farm level access, outreach and impact in a mixed cropping district of Punjab, Pakistan," Land Use Policy, Elsevier, vol. 71(C), pages 249-260.
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    Cited by:

    1. Chen Yang & Weitao Shen, 2022. "Non-Financial Enterprises’ Shadow Banking Business and Total Factor Productivity of Enterprises," Sustainability, MDPI, vol. 14(13), pages 1-19, July.
    2. Guangfan Sun & Xiangyu Cao & Junyi Chen & Hanqi Li, 2022. "Food Culture and Sustainable Development: Evidence from Firm-Level Sustainable Total Factor Productivity in China," Sustainability, MDPI, vol. 14(14), pages 1-25, July.
    3. Ming Chen & Lina Song & Xiaobo Zhu & Yanshuo Zhu & Chuanhao Liu, 2023. "Does Green Finance Promote the Green Transformation of China’s Manufacturing Industry?," Sustainability, MDPI, vol. 15(8), pages 1-22, April.
    4. Meijuan Wang & Donghua Yu & Haiqian Chen & Yang Li, 2022. "Comprehensive Measurement, Spatiotemporal Evolution, and Spatial Correlation Analysis of High-Quality Development in the Manufacturing Industry," Sustainability, MDPI, vol. 14(10), pages 1-19, May.

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