IDEAS home Printed from https://ideas.repec.org/p/tkk/dpaper/dp172.html
   My bibliography  Save this paper

Financial Constraints and Firm Performance: Evidence from SMEs Using Survey Data and Propensity Score Matching

Author

Listed:
  • Mauri Kotamaki

    (Turku School of Economics, University of Turku, Finland)

Abstract

This paper estimates the causal effect of financial constraints on the short-term performance of Finnish SMEs using survey data from 2016-2024 and propensity score matching (PSM). We examine six outcomes: turnover, employment, investment, profitability, solvency, and innovation, and report effects on both odds and probability scales. Financial constraints significantly increase the likelihood of adverse outcomes: constrained firms face 10-30\% higher odds of reporting deterioration in core indicators, with the largest effects on solvency (29\% higher odds) and profitability, followed by investment and turnover; employment effects are smaller, and innovation effects modest. Marginal effects indicate up to a 4 percentage point reduction in the probability of improvement for key outcomes. Results are robust to multiple-testing adjustments, and alternative specifications. Heterogeneity analysis reveals that the effects vary by firm size, pointing to a dual mechanism: turnover and profitability effects are strongest for micro and small firms, reflecting immediate liquidity stress, while employment and investment effects intensify with firm size, suggesting real adjustments (growth obstacles) are more pronounced in mid-sized SMEs. Policy implications and directions for future research are discussed.

Suggested Citation

  • Mauri Kotamaki, 2025. "Financial Constraints and Firm Performance: Evidence from SMEs Using Survey Data and Propensity Score Matching," Discussion Papers 172, Aboa Centre for Economics.
  • Handle: RePEc:tkk:dpaper:dp172
    as

    Download full text from publisher

    File URL: http://ace-economics.fi/kuvat/dp172.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Inna Cintina & Inessa Love, 2019. "Re-evaluating Microfinance: Evidence from Propensity Score Matching," The World Bank Economic Review, World Bank, vol. 33(1), pages 95-115.
    2. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    3. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    4. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    5. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    6. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    7. Bretford Griffin & Valentina Hartarska & Denis Nadolnyak, 2020. "Credit Constraints and Beginning Farmers’ Production in the U.S.: Evidence from Propensity Score Matching with Principal Component Clustering," Sustainability, MDPI, vol. 12(14), pages 1-12, July.
    8. García-Posada Gómez, Miguel, 2019. "Credit constraints, firm investment and employment: Evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 121-141.
    9. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    10. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Saira Qasim & Marian Rizov & Xufei Zhang, 2021. "Financial constraints and the export decision of Pakistani firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4557-4573, July.
    2. Schauer, Catharina & Elsas, Ralf & Breitkopf, Nikolas, 2019. "A new measure of financial constraints applicable to private and public firms," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 270-295.
    3. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    4. Gabriele Angori & David Aristei, 2020. "Heterogeneity and state dependence in firms’ access to credit: Microevidence from the euro area," SEEDS Working Papers 0220, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Feb 2020.
    5. Li, Xiafei & Luo, Di, 2019. "Financial constraints, stock liquidity, and stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    6. Luong, Thanh Son & Qiu, Buhui & Wu, Yi (Ava), 2021. "Does it pay to be socially connected with wall street brokerages? Evidence from cost of equity," Journal of Corporate Finance, Elsevier, vol. 68(C).
    7. Chundakkadan, Radeef & Sasidharan, Subash, 2020. "Central bank's liquidity provision and firms' financial constraints," Economic Modelling, Elsevier, vol. 89(C), pages 245-255.
    8. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    9. Hengjie Ai & Kai Li & Rui Li, 2024. "Moral Hazard and Investment-Cash-Flow Sensitivity," Annals of Economics and Finance, Society for AEF, vol. 25(1), pages 143-174, May.
    10. Théo Nicolas, 2022. "Short-term financial constraints and SMEs’ investment decision: evidence from the working capital channel," Small Business Economics, Springer, vol. 58(4), pages 1885-1914, April.
    11. Greta Falavigna & Roberto Ippoliti, 2021. "Financial Constraints and the Sustainability of Dividend Payout Policy," Sustainability, MDPI, vol. 13(11), pages 1-15, June.
    12. Nusrat Jahan, 2020. "Does Asset Durability Impede Financing? An Empirical Assessment," Carleton Economic Papers 20-17, Carleton University, Department of Economics, revised 07 Aug 2022.
    13. Benard Kipyegon Kirui & Nelson H.W. Wawire, 2018. "Measures of Financial Constraints in Kenya," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 217-231.
    14. Giorgio Brunello & Áron Gereben & Désirée Rückert & Christoph Weiss & Patricia Wruuck, 2022. "Do investments in human and physical capital respond differently to financing constraints?," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-14, December.
    15. Lou, Zhaohui & Xie, Qizhuo & Shen, Jim Huangnan & Lee, Chien-Chiang, 2024. "Does Supply Chain Finance (SCF) alleviate funding constraints of SMEs? Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
    16. Tao Shen, 2017. "Credit spreads and investment opportunities," Review of Quantitative Finance and Accounting, Springer, vol. 48(1), pages 117-152, January.
    17. Williamson, Rohan & Yang, Jie, 2021. "Tapping into financial synergies: Alleviating financial constraints through acquisitions," Journal of Corporate Finance, Elsevier, vol. 68(C).
    18. Cooper Howes, 2019. "Financial Constraints, Sectoral Heterogeneity, and the Cyclicality of Investment," 2019 Meeting Papers 1581, Society for Economic Dynamics.
    19. Wang, Jingwen & Shen, Guangjun & Tang, Dunzhe, 2021. "Does tax deduction relax financing constraints? Evidence from China's value-added tax reform," China Economic Review, Elsevier, vol. 67(C).
    20. Foley-Fisher, Nathan & Ramcharan, Rodney & Yu, Edison, 2016. "The impact of unconventional monetary policy on firm financing constraints: Evidence from the maturity extension program," Journal of Financial Economics, Elsevier, vol. 122(2), pages 409-429.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:tkk:dpaper:dp172. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Susmita Baulia The email address of this maintainer does not seem to be valid anymore. Please ask Susmita Baulia to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/tukkkfi.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.