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SME investment determinants and financing constraints: A stochastic frontier approach

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  • Lawless, Martina
  • Martinez-Cillero, Maria
  • O'Toole, Conor

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  • Lawless, Martina & Martinez-Cillero, Maria & O'Toole, Conor, 2021. "SME investment determinants and financing constraints: A stochastic frontier approach," Papers WP699, Economic and Social Research Institute (ESRI).
    • Handle: RePEc:esr:wpaper:wp699
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    1. William Greene, 2010. "A stochastic frontier model with correction for sample selection," Journal of Productivity Analysis, Springer, vol. 34(1), pages 15-24, August.
    2. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    3. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    4. Kose,Ayhan & Ohnsorge,Franziska Lieselotte & Ye,Lei Sandy & Islamaj,Ergys, 2017. "Weakness in investment growth : causes, implications and policy responses," Policy Research Working Paper Series 7990, The World Bank.
    5. Guariglia, Alessandra & Mateut, Simona, 2010. "Inventory investment, global engagement, and financial constraints in the UK: Evidence from micro data," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 239-250, March.
    6. Whited, Toni M, 1992. "Debt, Liquidity Constraints, and Corporate Investment: Evidence from Panel Data," Journal of Finance, American Finance Association, vol. 47(4), pages 1425-1460, September.
    7. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    8. Petra Gerlach-Kristen & Brian O'Connell & Conor O'Toole, 2015. "Do Credit Constraints Affect SME Investment and Employment?," The Economic and Social Review, Economic and Social Studies, vol. 46(1), pages 51-86.
    9. Lawless, Martina & O’Connell, Brian & O’Toole, Conor, 2015. "SME recovery following a financial crisis: Does debt overhang matter?," Journal of Financial Stability, Elsevier, vol. 19(C), pages 45-59.
    10. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    11. Ryan Niladri Banerjee & Jonathan Kearns & Marco Jacopo Lombardi, 2015. "(Why) Is investment weak?," BIS Quarterly Review, Bank for International Settlements, March.
    12. Belotti, Federico & Ilardi, Giuseppe, 2018. "Consistent inference in fixed-effects stochastic frontier models," Journal of Econometrics, Elsevier, vol. 202(2), pages 161-177.
    13. Galindo, Arturo & Schiantarelli, Fabio & Weiss, Andrew, 2007. "Does financial liberalization improve the allocation of investment?: Micro-evidence from developing countries," Journal of Development Economics, Elsevier, vol. 83(2), pages 562-587, July.
    14. Abu Reza Mohammad Islam & Robin Hang Luo, 2018. "Financing constraints and investment efficiency: evidence from a panel of Canadian forest firms," Applied Economics, Taylor & Francis Journals, vol. 50(48), pages 5142-5154, October.
    15. Willam Greene, 2005. "Fixed and Random Effects in Stochastic Frontier Models," Journal of Productivity Analysis, Springer, vol. 23(1), pages 7-32, January.
    16. Robert Fay & Justin-Damien Guénette & Martin Leduc & Louis Morel, 2017. "Why Is Global Business Investment So Weak? Some Insights from Advanced Economies," Bank of Canada Review, Bank of Canada, vol. 2017(Spring), pages 56-67.
    17. Antonio Alvarez & Christine Amsler & Luis Orea & Peter Schmidt, 2006. "Interpreting and Testing the Scaling Property in Models where Inefficiency Depends on Firm Characteristics," Journal of Productivity Analysis, Springer, vol. 25(3), pages 201-212, June.
    18. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    19. Demirgüç-Kunt, Asli & Martinez Peria, Maria Soledad & Tressel, Thierry, 2020. "The global financial crisis and the capital structure of firms: Was the impact more severe among SMEs and non-listed firms?," Journal of Corporate Finance, Elsevier, vol. 60(C).
    20. Veronique Vermoesen & Marc Deloof & Eddy Laveren, 2013. "Long-term debt maturity and financing constraints of SMEs during the Global Financial Crisis," Small Business Economics, Springer, vol. 41(2), pages 433-448, August.
    21. Ciarán mac an Bhaird & Brian Lucey, 2010. "Determinants of capital structure in Irish SMEs," Small Business Economics, Springer, vol. 35(3), pages 357-375, October.
    22. Bhaumik, Sumon Kumar & Das, Pranab Kumar & Kumbhakar, Subal C., 2012. "A stochastic frontier approach to modelling financial constraints in firms: An application to India," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1311-1319.
    23. Wang, Hung-Jen, 2003. "A Stochastic Frontier Analysis of Financing Constraints on Investment: The Case of Financial Liberalization in Taiwan," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 406-419, July.
    24. Maurizio Rocca & Raffaele Staglianò & Tiziana Rocca & Alfio Cariola & Ekaterina Skatova, 2019. "Cash holdings and SME performance in Europe: the role of firm-specific and macroeconomic moderators," Small Business Economics, Springer, vol. 53(4), pages 1051-1078, December.
    25. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    26. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    27. Caudill, Steven B & Ford, Jon M & Gropper, Daniel M, 1995. "Frontier Estimation and Firm-Specific Inefficiency Measures in the Presence of Heteroscedasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 105-111, January.
    28. Subal Kumbhakar & Efthymios Tsionas & Timo Sipiläinen, 2009. "Joint estimation of technology choice and technical efficiency: an application to organic and conventional dairy farming," Journal of Productivity Analysis, Springer, vol. 31(3), pages 151-161, June.
    29. Gargan, Eric & Lawless, Martina & Martinez-Cillero, Maria & O’Toole, Conor, 2018. "Exploring SME investment patterns in Ireland: New survey evidence," Quarterly Economic Commentary: Special Articles, Economic and Social Research Institute (ESRI).
    30. Wang, Hung-Jen & Ho, Chia-Wen, 2010. "Estimating fixed-effect panel stochastic frontier models by model transformation," Journal of Econometrics, Elsevier, vol. 157(2), pages 286-296, August.
    31. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    32. OGAWA Kazuo & Elmer STERKEN & TOKUTSU Ichiro, 2019. "Why Is Investment So Weak Despite High Profitability? A panel study of Japanese manufacturing firms," Discussion papers 19009, Research Institute of Economy, Trade and Industry (RIETI).
    33. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    34. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    35. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
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