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Stock liquidity and corporate trade credit strategies: evidence from China

    Umeair Shahzad   Affiliation
    ; Jing Liu Affiliation
    ; Fukai Luo Affiliation

Abstract

This study investigates the nexus of stock liquidity and trade-credit policies in China from 2002 to 2017. The estimates are robust to alternative proxies, various fixed-effects, and the exogenous impact of Chinese split share structure reforms (SSSR) 2005-06 is investigated through the difference-in-difference analysis. The results validate that stock liquidity significantly impacts firms’ capacity to produce more trade credit supplies and less reliant on trade credit demand. The study applied SUEST analysis to investigate the effect of the Chinese institutional setting. The nexus of stock liquidity and trade credit strategies is substantial in state-owned enterprises. Additional analysis revealed that the said association is more visible to credit-constrained and equity-reliant enterprises. The policymakers should focus on market liquidity because it elevates firms’ capacity to mobilize capital through trade credit provisions. The micro aspect of this study suggests that stock liquidity allows managers to shape non-price competitive strategies and avoid excessive usage of trade credits.


First published online 30 November 2021

Keyword : trade credit, stock liquidity, stock market, financial flexibility, equity financing, trading activity

How to Cite
Shahzad, U., Liu, J., & Luo, F. (2022). Stock liquidity and corporate trade credit strategies: evidence from China. Journal of Business Economics and Management, 23(1), 40–59. https://doi.org/10.3846/jbem.2021.15655
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This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Ali, S., Liu, B., & Su, J. J. (2017). Corporate governance and stock liquidity dimensions: Panel evidence from pure order-driven Australian market. International Review of Economics and Finance, 50, 275–304. https://doi.org/10.1016/j.iref.2017.03.005

Amihud, Y. (2002). Illiquidity and stock returns: Cross-section and time-series effects. Journal of Financial Markets, 5(1), 31–56. https://doi.org/10.1016/S1386-4181(01)00024-6

Asem, E., Chung, J., Cui, X., & Tian, G. Y. (2016). Liquidity, investor sentiment and price discount of SEOs in Australia. International Journal of Managerial Finance, 12(1), 25–51. https://doi.org/10.1108/IJMF-10-2013-0106

Barney, J. B. (1996). The resource-based theory of the firm. Organization Science, 7(5), 469–469. https://doi.org/10.1287/orsc.7.5.469

Bastos, R., & Pindado, J. (2013). Trade credit during a financial crisis: A panel data analysis. Journal of Business Research, 66(5), 614–620. https://doi.org/10.1016/j.jbusres.2012.03.015

Belkhir, M., Saad, M., & Samet, A. (2020). Stock extreme illiquidity and the cost of capital. Journal of Banking and Finance, 112, 105281. https://doi.org/10.1016/j.jbankfin.2018.01.005

Beltratti, A., Bortolotti, B., & Caccavaio, M. (2016). Stock market efficiency in China: Evidence from the split-share reform. Quarterly Review of Economics and Finance, 60, 125–137. https://doi.org/10.1016/j.qref.2015.11.002

Borisova, G., Fotak, V., Holland, K., & Megginson, W. L. (2015). Government ownership and the cost of debt: Evidence from government investments in publicly traded firms. Journal of Financial Economics, 118(1), 168–191. https://doi.org/10.1016/j.jfineco.2015.06.011

Brogaard, J., Li, D., & Xia, Y. (2017). Stock liquidity and default risk. Journal of Financial Economics, 124(3), 486–502. https://doi.org/10.1016/j.jfineco.2017.03.003

Butler, A. W., Grullon, G., & Weston, J. P. (2005). Stock market liquidity and the cost of issuing equity. Journal of Financial and Quantitative Analysis, 40(2), 331–348. https://doi.org/10.1017/s0022109000002337

Cai, G., Chen, X., & Xiao, Z. (2014). The roles of bank and trade credits: Theoretical analysis and empirical evidence. Production and Operations Management, 23(4), 583–598. https://doi.org/10.1111/poms.12035

Casey, E., & O’Toole, C. M. (2014). Bank lending constraints, trade credit and alternative financing during the financial crisis: Evidence from European SMEs. Journal of Corporate Finance, 27, 173–193. https://doi.org/10.1016/j.jcorpfin.2014.05.001

Chauhan, Y., Kumar, S., & Pathak, R. (2017). Stock liquidity and stock prices crash-risk: Evidence from India. The North American Journal of Economics and Finance, 41, 70–81. https://doi.org/10.1016/j.najef.2017.04.003

Chen, Z., Gao, K., & Huang, W. (2020). Stock liquidity and excess leverage. Finance Research Letters, 32, 101178. https://doi.org/10.1016/j.frl.2019.04.034

Cheng, N. S., & Pike, R. (2003). The trade credit decision: evidence of UK firms. Managerial and Decision Economics, 24(6–7), 419–438. https://doi.org/10.1002/mde.1049

Cheung, W. M., Chung, R., & Fung, S. (2015). The effects of stock liquidity on firm value and corporate governance: Endogeneity and the REIT experiment. Journal of Corporate Finance, 35, 211–231. https://doi.org/10.1016/j.jcorpfin.2015.09.001

Chong, B.-U., & Yi, H.-C. (2011). Bank loans, trade credits, and borrower characteristics: Theory and empirical analysis. Asia-Pacific Journal of Financial Studies, 40(1), 37–68. https://doi.org/10.1111/j.2041-6156.2010.01033.x

Cull, R., Xu, L. C., & Zhu, T. (2009). Formal finance and trade credit during China’s transition. Journal of Financial Intermediation, 18(2), 173–192. https://doi.org/10.1016/j.jfi.2008.08.004

Danielson, M. G., & Scott, J. A. (2004). Bank loan availability and trade credit demand. The Financial Review, 39(4), 579–600. https://doi.org/10.1111/j.0732-8516.2004.00089.x

Deloof, M., & Jegers, M. (1999). Trade credit, corporate groups, and the financing of Belgian firms. Journal of Business Finance & Accounting, 26(7–8), 945–966. https://doi.org/10.1111/1468-5957.00281

Ding, M., & Suardi, S. (2019). Government ownership and stock liquidity: Evidence from China. Emerging Markets Review, 40, 100625. https://doi.org/10.1016/j.ememar.2019.100625

Edmans, A., Fang, V. W., & Zur, E. (2013). The effect of liquidity on governance. The Review of Financial Studies, 26(6), 1443–1482. https://doi.org/10.1093/rfs/hht012

Faccio, M., Masulis, R. W., & Mcconnell, J. J. (2006). Political connections and corporate bailouts. Journal of Finance, 61(6), 2597–2635. https://doi.org/10.1111/j.1540-6261.2006.01000.x

Fang, V. W., Noe, T. H., & Tice, S. (2009). Stock market liquidity and firm value. Journal of Financial Economics, 94(1), 150–169. https://doi.org/10.1016/j.jfineco.2008.08.007

Ferrando, A., & Mulier, K. (2013). Do firms use the trade credit channel to manage growth? Journal of Banking and Finance, 37(8), 3035–3046. https://doi.org/10.1016/j.jbankfin.2013.02.013

Fong, K. Y. L., Holden, C. W., & Trzcinka, C. A. (2017). What are the best liquidity proxies for global research? Review of Finance, 21(4), 1355–1401. https://doi.org/10.1093/rof/rfx003

Garcia-Appendini, E., & Montoriol-Garriga, J. (2013). Firms as liquidity providers: Evidence from the 2007–2008 financial crisis. Journal of Financial Economics, 109(1), 272–291. https://doi.org/10.1016/j.jfineco.2013.02.010

Giannetti, M., Burkart, M., & Ellingsen, T. (2011). What you sell is what you lend? Explaining trade credit contracts. The Review of Financial Studies, 24(4), 1261–1298. https://doi.org/10.1093/rfs/hhn096

Gordon, M. J. (1971). Towards a theory of financial distress. The Journal of Finance, 26(2), 347–356. https://doi.org/10.2307/2326050

Goyenko, R. Y., Holden, C. W., & Trzcinka, C. A. (2009). Do liquidity measures measure liquidity? Journal of Financial Economics, 92(2), 153–181. https://doi.org/10.1016/j.jfineco.2008.06.002

Graham, J. R., & Harvey, C. R. (2001). The theory and practice of corporate finance: Evidence from the field. Journal of Financial Economics, 60(2–3), 187–243. https://doi.org/10.1016/S0304-405X(01)00044-7

Gu, L., Wang, Y., Yao, W., & Zhang, Y. (2018). Stock liquidity and corporate diversification: Evidence from China’s split share structure reform. Journal of Empirical Finance, 49, 57–80. https://doi.org/10.1016/j.jempfin.2018.09.002

Guariglia, A., Liu, X., & Song, L. (2011). Internal finance and growth: Microeconometric evidence on Chinese firms. Journal of Development Economics, 96(1), 79–94. https://doi.org/10.1016/j.jdeveco.2010.07.003

Hadlock, C. J., & Pierce, J. R. (2010). New evidence on measuring financial constraints: Moving beyond the KZ index. The Review of Financial Studies, 23(5), 1909–1940. https://doi.org/10.1093/rfs/hhq009

Hanley, A., Liu, W.-H., & Vaona, A. (2015). Credit depth, government intervention and innovation in China: Evidence from the provincial data. Eurasian Business Review, 5(1), 73–98. https://doi.org/10.1007/s40821-015-0016-2

Hasbrouck, J. (2009). Trading costs and returns for U.S. equities: Estimating effective costs from daily data. Journal of Finance, 64(3), 1445–1477. https://doi.org/10.1111/j.1540-6261.2009.01469.x

Hosseini-Motlagh, S. M., Nematollahi, M., Johari, M., & Sarker, B. R. (2018). A collaborative model for coordination of monopolistic manufacturer’s promotional efforts and competing duopolistic retailers’ trade credits. International Journal of Production Economics, 204, 108–122. https://doi.org/10.1016/j.ijpe.2018.07.027

Hou, W., Kuo, J. M., & Lee, E. (2012). The impact of state ownership on share price informativeness: The case of the split share structure reform in China. British Accounting Review, 44(4), 248–261. https://doi.org/10.1016/j.bar.2012.09.003

Howorth, C., & Reber, B. (2003). Habitual late payment of trade credit: An empirical examination of UK small firms. Managerial and Decision Economics, 24(6–7), 471–482. https://doi.org/10.1002/mde.1128

Hwang, C. Y., Zhang, S., & Zhu, Y. (2018). Float, speculation and stock price: Evidence from the split share structure reform in China. Singapore Economic Review, 63(3), 701–729. https://doi.org/10.1142/S0217590816500260

Jayaraman, S., & Milbourn, T. T. (2012). The role of stock liquidity in executive compensation. Accounting Review, 87(2), 537–563. https://doi.org/10.2308/accr-10204

Joyce, L. S. L. (2008). From non-tradable to tradable shares: Split share structure reform of China’s listed companies. Journal of Corporate Law Studies, 8(1), 57–78. https://doi.org/10.1080/14735970.2008.11421522

Lesmond, D. A., Ogden, J. P., & Trzcinka, C. A. (1999). A new estimate of transaction costs. The Review of Financial Studies, 12(5), 1113–1141. https://doi.org/10.1093/rfs/12.5.1113

Li, H., Meng, L., & Zhang, J. (2006). Why do entrepreneurs enter politics? Evidence from China. Economic Inquiry, 44(3), 559–578. https://doi.org/10.1093/ei/cbj031

Li, W., & Lu, X. (2016). Institutional interest, ownership type, and environmental capital expenditures: Evidence from the most polluting Chinese listed firms. Journal of Business Ethics, 138(3), 459–476. https://doi.org/10.1007/s10551-015-2616-2

Li, X., & Luo, D. (2019). Financial constraints, stock liquidity, and stock returns. Journal of International Financial Markets, Institutions and Money, 63, 101139. https://doi.org/https://doi.org/10.1016/j.intfin.2019.101139

Li, X., & Zhang, B. (2011). Has split share structure reform improved the efficiency of the Chinese stock market? Applied Economics Letters, 18(11), 1061–1064. https://doi.org/10.1080/13504851.2010.524604

Lin, J. Y., Cai, F., & Li, Z. (1998). Competition, policy burdens, and state-owned enterprise reform. The American Economic Review, 88(2), 422–427. https://econpapers.repec.org/article/aeaaecrev/v_3a88_3ay_3a1998_3ai_3a2_3ap_3a422-27.htm

Lin, T.-T., & Chou, J.-H. (2015). Trade credit and bank loan: Evidence from Chinese firms. International Review of Economics and Finance, 36, 17–29. https://doi.org/10.1016/j.iref.2014.11.004

Lin, Y. F., & Li, Z. (2004). Policy burden, moral hazard and soft budget constraint. Economic Research Journal, 2, 17–27.

Lipson, M. L., & Mortal, S. (2009). Liquidity and capital structure. Journal of Financial Markets, 12(4), 611–644. https://doi.org/10.1016/j.finmar.2009.04.002

Martínez-Sola, C., García-Teruel, P. J., & Martínez-Solano, P. (2013). Trade credit policy and firm value. Accounting & Finance, 53(3), 791–808. https://doi.org/10.1111/j.1467-629X.2012.00488.x

Martínez-Sola, C., García-Teruel, P. J., & Martínez-Solano, P. (2014). Trade credit and SME profitability. Small Business Economics, 42(3), 561–577. https://doi.org/10.1007/s11187-013-9491-y

McGuinness, G., Hogan, T., & Powell, R. (2018). European trade credit use and SME survival. Journal of Corporate Finance, 49, 81–103. https://doi.org/10.1016/j.jcorpfin.2017.12.005

Molina, C. A., & Preve, L. A. (2009). Trade receivables policy of distressed firms and its effect on the costs of financial distress. Financial Management, 38(3), 663–686. https://doi.org/10.1111/j.1755-053X.2009.01051.x

Molina, C. A., & Preve, L. A. (2012). An empirical analysis of the effect of financial distress on trade credit. Financial Management, 41(1), 187–205. https://doi.org/10.1111/j.1755-053X.2012.01182.x

Murfin, J., & Njoroge, K. (2015). The implicit costs of trade credit borrowing by large firms. The Review of Financial Studies, 28(1), 112–145. https://doi.org/10.1093/rfs/hhu051

Nadarajah, S., Ali, S., Liu, B., & Huang, A. (2018). Stock liquidity, corporate governance and leverage: New panel evidence. Pacific Basin Finance Journal, 50, 216–234. https://doi.org/10.1016/j.pacfin.2016.11.004

Narasimhan, C. (1984). A price discrimination theory of coupons. Marketing Science, 3(2), 128–147. https://www.jstor.org/stable/183747

Ng, Ch. K., Smith, J. K., & Smith, R. L. (1999). Evidence on the determinants of credit terms used in interfirm trade. Journal of Finance, 54(3), 1109–1129. https://doi.org/10.1111/0022-1082.00138

Nguyen, T.-G. (2020). Stock liquidity and dividend policy: Evidence from an imputation tax environment. International Review of Financial Analysis, 72, 101559. https://doi.org/10.1016/j.irfa.2020.101559

Nilsen, J. H. (2002). Trade credit and the bank lending channel. Journal of Money, Credit and Banking, 34(1), 226–253. https://doi.org/10.1353/mcb.2002.0032

Niskanen, J., & Niskanen, M. (2006). The Determinants of corporate trade credit policies in a bank-dominated financial environment: The case of finnish small firms. European Financial Management, 12(1), 81–102. https://doi.org/10.1111/j.1354-7798.2006.00311.x

Petersen, M. A., & Rajan, R. G. (1997). Trade credit: Theories and evidence. The Review of Financial Studies, 10(3), 661–691. https://doi.org/10.1093/rfs/10.3.661

Psillaki, M., & Eleftheriou, K. (2015). Trade Credit, Bank Credit, and flight to quality: Evidence from French SMEs. Journal of Small Business Management, 53(4), 1219–1240. https://doi.org/10.1111/jsbm.12106

Qiao, Z., & Pukthuanthong, K. (2019). Has the difference in stock liquidity and stock returns between Chinese state owned and privately owned enterprises become smaller? Finance Research Letters, 28, 39–44. https://doi.org/10.1016/j.frl.2018.03.022

Schwartz, R. A. (1974). An economic model of trade credit. The Journal of Financial and Quantitative Analysis, 9(4), 643–657. https://doi.org/10.2307/2329765

Sercu, P., & Vanpee, R. (2007). Home bias in international equity portfolios: A review. https://doi.org/10.2139/ssrn.1025806

Shahzad, U., Liu, J., Mahmood, F., & Luo, F. (2021a). Corporate innovation and trade credit demand: Evidence from China. Managerial and Decision Economics, 42(6), 1591–1606. https://doi.org/10.1002/mde.3329

Shahzad, U., Luo, F., Liu, J., Faisal, M., & Ullah, H. (2020). The most consistent and reliable predictors of corporate financial choices in Pakistan: New evidence using BIC estimation. International Journal of Finance & Economics, 1–21. https://doi.org/10.1002/ijfe.2149

Shahzad, U., Luo, F., & Liu, J. (2021b). Debt financing and technology investment Kuznets curve: Evidence from China. International Journal of Finance & Economics, 1–15. https://doi.org/10.1002/IJFE.2448

Shahzad, U., Luo, F., Pang, T., Liu, J., & Nawaz, T. (2021c). Managerial equity incentives portfolio and the moral hazard of technology investment. Technology Analysis & Strategic Management, 1–15. https://doi.org/10.1080/09537325.2021.1876223

Shahzad, U., Liu, J., Pang, T., & Luo, F. (2021d). Institutional investors and the moral hazards of technology investment: Evidence from China. Economics of Innovation and New Technology, 1–28. https://doi.org/10.1080/10438599.2021.1908896

Shang, C. (2020). Trade credit and stock liquidity. Journal of Corporate Finance, 62, 101586. https://doi.org/10.1016/j.jcorpfin.2020.101586

Shenoy, J., & Williams, R. (2017). Trade credit and the joint effects of supplier and customer financial characteristics. Journal of Financial Intermediation, 29, 68–80. https://doi.org/10.1016/j.jfi.2015.09.001

Tang, Y., & Moro, A. (2020). Trade credit in China: Exploring the link between short term debt and payables. Pacific Basin Finance Journal, 59, 101240. https://doi.org/10.1016/j.pacfin.2019.101240

Tsuruta, D. (2015). Bank loan availability and trade credit for small businesses during the financial crisis. Quarterly Review of Economics and Finance, 55, 40–52. https://doi.org/10.1016/j.qref.2014.09.004

Udomsirikul, P., Jumreornvong, S., & Jiraporn, P. (2011). Liquidity and capital structure: The case of Thailand. Journal of Multinational Financial Management, 21(2), 106–117. https://doi.org/10.1016/j.mulfin.2010.12.008

Whited, T. M., & Wu, G. (2006). Financial constraints risk. Review of Financial Studies, 19(2), 531–559. https://doi.org/10.1093/rfs/hhj012

Williamson, O. (1985). The economic institutions of capitalism: Firms, markets, relational contracting. Free Press, Collier Macmillan.