IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v11y2021i3p21582440211031502.html
   My bibliography  Save this article

Financing Constraints and Investment Efficiency in Canadian Real Estate and Construction Firms: A Stochastic Frontier Analysis

Author

Listed:
  • Hang (Robin) Luo
  • Abu Reza Mohammad Islam
  • Rui Wang

Abstract

This article models the behavior of 179 listed and unlisted real estate and construction firms (RECFs) in Canada to study how financial constraints impact the investment efficiency of these real estate firms during the 2004–2020 period. Investment efficiency is interpreted here as the ability and ease of a firm to convert investment opportunities into actual investments. The results show that Canadian RECFs are strongly dependent on two sources of financing: equity financing and debt financing. Equity financing helped ease financing constraints due to a cash flow increase but was unlikely to decrease the uncertainty of follow-up financing of investments of these companies. This study constructed an investment efficiency index (IEI) for all 179 RECF firms. The results showed an investment rate loss of approximately 62% of the RECF firms due to financing constraints during the above period. The IEI of RECFs in Canada has demonstrated a descending pattern, and the investment efficiency level slipped from 0.47 to 0.40 from 2004 to 2020. Furthermore, a regional analysis demonstrates that compared with the RECFs located in Ontario, the investment efficiency indices of RECFs in Quebec and British Columbia were more volatile. Small RECFs demonstrated a very steady trend in investment efficiency during the sample period, which was completely different from the patterns displayed by large and medium RECFs.

Suggested Citation

  • Hang (Robin) Luo & Abu Reza Mohammad Islam & Rui Wang, 2021. "Financing Constraints and Investment Efficiency in Canadian Real Estate and Construction Firms: A Stochastic Frontier Analysis," SAGE Open, , vol. 11(3), pages 21582440211, July.
  • Handle: RePEc:sae:sagope:v:11:y:2021:i:3:p:21582440211031502
    DOI: 10.1177/21582440211031502
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440211031502
    Download Restriction: no

    File URL: https://libkey.io/10.1177/21582440211031502?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Lewis, Danielle & Springer, Thomas M & Anderson, Randy I, 2003. "The Cost Efficiency of Real Estate Investment Trusts: An Analysis with a Bayesian Stochastic Frontier Model," The Journal of Real Estate Finance and Economics, Springer, vol. 26(1), pages 65-80, January.
    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. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
    4. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    5. Cronqvist, Henrik & Nilsson, Mattias, 2003. "Agency Costs of Controlling Minority Shareholders," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(4), pages 695-719, December.
    6. 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.
    7. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    8. Stephen Bond & Costas Meghir, 1994. "Dynamic Investment Models and the Firm's Financial Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 197-222.
    9. Sanford J. Grossman & Oliver D. Hart, 1982. "Corporate Financial Structure and Managerial Incentives," NBER Chapters, in: The Economics of Information and Uncertainty, pages 107-140, National Bureau of Economic Research, Inc.
    10. Martina Bers & Thomas M. Springer, 1997. "Economies of Scale for Real Estate Investment Trusts," Journal of Real Estate Research, American Real Estate Society, vol. 14(3), pages 275-290.
    11. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    12. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    13. Guncavdi, Oner & Bleaney, Michael & McKay, Andrew, 1998. "Financial liberalisation and private investment: evidence from Turkey," Journal of Development Economics, Elsevier, vol. 57(2), pages 443-455.
    14. Andrea Gamba & Alexander Triantis, 2008. "The Value of Financial Flexibility," Journal of Finance, American Finance Association, vol. 63(5), pages 2263-2296, October.
    15. Brounen, Dirk & de Jong, Abe & Koedijk, Kees, 2006. "Capital structure policies in Europe: Survey evidence," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1409-1442, May.
    16. Bond, Stephen & Van Reenen, John, 2007. "Microeconometric Models of Investment and Employment," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 65, Elsevier.
    17. Maria‐Teresa Marchica & Roberto Mura, 2010. "Financial Flexibility, Investment Ability, and Firm Value: Evidence from Firms with Spare Debt Capacity," Financial Management, Financial Management Association International, vol. 39(4), pages 1339-1365, December.
    18. 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.
    19. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    20. Özgür Arslan-Ayaydin & Chris Florackis & Aydin Ozkan, 2014. "Financial flexibility, corporate investment and performance: evidence from financial crises," Review of Quantitative Finance and Accounting, Springer, vol. 42(2), pages 211-250, February.
    21. 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.
    22. 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.
    23. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    24. Rapp, Marc Steffen & Schmid, Thomas & Urban, Daniel, 2014. "The value of financial flexibility and corporate financial policy," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 288-302.
    25. Steen Thomsen & Torben Pedersen, 2000. "Ownership structure and economic performance in the largest european companies," Strategic Management Journal, Wiley Blackwell, vol. 21(6), pages 689-705, June.
    26. Chirinko, Robert S & Schaller, Huntley, 1995. "Why Does Liquidity Matter in Investment Equations?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(2), pages 527-548, May.
    27. Richard Chung & Scott Fung & Szu-Yin Hung, 2012. "Institutional Investors and Firm Efficiency of Real Estate Investment Trusts," The Journal of Real Estate Finance and Economics, Springer, vol. 45(1), pages 171-211, June.
    28. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    29. Aydoḡan Alti, 2003. "How Sensitive Is Investment to Cash Flow When Financing Is Frictionless?," Journal of Finance, American Finance Association, vol. 58(2), pages 707-722, April.
    30. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    31. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    32. 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.
    33. Danny Leung & Oana Secrieru, 2012. "Real-Financial Linkages In The Canadian Economy: An Input--Output Approach," Economic Systems Research, Taylor & Francis Journals, vol. 24(2), pages 195-223, September.
    34. Ang, James & Smedema, Adam, 2011. "Financial flexibility: Do firms prepare for recession?," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 774-787, June.
    35. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    36. Abel, Andrew B., 1980. "Empirical investment equations : An integrative framework," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 12(1), pages 39-91, January.
    37. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    38. John J. McCall, 1982. "The Economics of Information and Uncertainty," NBER Books, National Bureau of Economic Research, Inc, number mcca82-1.
    39. Tewari, Manish & Byrd, Anthony & Ramanlal, Pradipkumar, 2015. "Callable bonds, reinvestment risk, and credit rating improvements: Role of the call premium," Journal of Financial Economics, Elsevier, vol. 115(2), pages 349-360.
    40. Daniel Carvalho, 2018. "How Do Financing Constraints Affect Firms’ Equity Volatility?," Journal of Finance, American Finance Association, vol. 73(3), pages 1139-1182, June.
    41. Russell Cooper & Joao Ejarque, 2003. "Financial Frictions and Investment: Requiem in Q," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 6(4), pages 710-728, October.
    42. Gelos, R. Gaston & Werner, Alejandro M., 2002. "Financial liberalization, credit constraints, and collateral: investment in the Mexican manufacturing sector," Journal of Development Economics, Elsevier, vol. 67(1), pages 1-27, February.
    43. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    44. Berger, Allen N. & Hunter, William C. & Timme, Stephen G., 1993. "The efficiency of financial institutions: A review and preview of research past, present and future," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 221-249, April.
    45. Anderson, Randy I. & Fok, Robert & Springer, Thomas & Webb, James, 2002. "Technical efficiency and economies of scale: A non-parametric analysis of REIT operating efficiency," European Journal of Operational Research, Elsevier, vol. 139(3), pages 598-612, June.
    46. Ghosh, Saibal, 2006. "Did financial liberalization ease financing constraints? Evidence from Indian firm-level data," Emerging Markets Review, Elsevier, vol. 7(2), pages 176-190, June.
    47. Andrea Gamba & Alexander J. Triantis, 2014. "Corporate Risk Management: Integrating Liquidity, Hedging, and Operating Policies," Management Science, INFORMS, vol. 60(1), pages 246-264, January.
    48. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    49. Agha, Mahmoud & Faff, Robert, 2014. "An investigation of the asymmetric link between credit re-ratings and corporate financial decisions: “Flicking the switch” with financial flexibility," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 37-57.
    50. 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.
    51. 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.
    52. Bhaduri, Saumitra N., 2005. "Investment, financial constraints and financial liberalization: Some stylized facts from a developing economy, India," Journal of Asian Economics, Elsevier, vol. 16(4), pages 704-718, August.
    53. Abe de Jong & Marno Verbeek & Patrick Verwijmeren, 2012. "Does Financial Flexibility Reduce Investment Distortions?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 35(2), pages 243-259, June.
    54. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wei Yu & Huiqin Huang & Keying Zhu, 2023. "Enhancing Construction Enterprise Financial Performance through Digital Inclusive Finance: An Insight into Supply Chain Finance," Sustainability, MDPI, vol. 15(13), pages 1-16, June.
    2. Martinez-Cillero, Maria & Lawless, Martina & O'Toole, Conor, 2023. "Analysing SME investment, financing constraints and its determinants. A stochastic frontier approach," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 578-588.

    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. Degryse, Hans & de Jong, Abe, 2006. "Investment and internal finance: Asymmetric information or managerial discretion?," International Journal of Industrial Organization, Elsevier, vol. 24(1), pages 125-147, January.
    2. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    3. Fabio Bertoni & Massimo G. Colombo & Annalisa Croce, 2010. "The Effect of Venture Capital Financing on the Sensitivity to Cash Flow of Firm's Investments," European Financial Management, European Financial Management Association, vol. 16(4), pages 528-551, September.
    4. Jean-Bernard Chatelain, 2003. "Structural modelling of financial constraints on investment: where do we stand?," Chapters, in: Paul Butzen & Catherine Fuss (ed.), Firms’ Investment and Finance Decisions, chapter 2, pages 40-58, Edward Elgar Publishing.
    5. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    6. Sumon Bhaumik & Pranab Kumar Das & Subal C. Kumbhakar, 2011. "Firm Investment & Credit Constraints in India, 1997 ??? 2006: A stochastic frontier approach," William Davidson Institute Working Papers Series wp1010, William Davidson Institute at the University of Michigan.
    7. Pranab Kumar Das, 2014. "Finance Constraint and Firm Investment: A Survey of Econometric Methodology," Accounting and Finance Research, Sciedu Press, vol. 3(2), pages 138-138, May.
    8. Joanna Tyrowicz, 2007. "Blame No One ?Investment Decisions of the Polish Stock-Listed Companies," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 50(4), pages 391-410.
    9. Alfredo Bobillo & Juan Rodriguez Sanz & Fernando Tejerina Gaite, 2009. "Investment Decisions, Liquidity, and Institutional Activism: An International Study," Journal of Business Ethics, Springer, vol. 87(1), pages 25-40, April.
    10. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    11. Sanjeev Kumar & K. S. Ranjani, 2018. "Financial constraints and investment decisions of listed Indian manufacturing firms," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-17, December.
    12. Xin Qu & Majella Percy & Fang Hu & Jenny Stewart, 2022. "Can CEO equity‐based compensation limit investment‐related agency problems?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2579-2614, June.
    13. Paul Mizen & Cihan Yalcin, 2006. "Monetary Policy, Corporate Financial Composition and Real Activity," CESifo Economic Studies, CESifo Group, vol. 52(1), pages 177-213, March.
    14. Fabio Bertoni & María Ferrer & José Martí, 2013. "The different roles played by venture capital and private equity investors on the investment activity of their portfolio firms," Small Business Economics, Springer, vol. 40(3), pages 607-633, April.
    15. Gaurav Gupta & Jitendra Mahakud, 2019. "Alternative measure of financial development and investment-cash flow sensitivity: evidence from an emerging economy," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-28, December.
    16. Valentina Peruzzi, 2017. "Does family ownership structure affect investment-cash flow sensitivity? Evidence from Italian SMEs," Applied Economics, Taylor & Francis Journals, vol. 49(43), pages 4378-4393, September.
    17. Ann E. Harrison & Inessa Love & Margaret S. McMillan, 2022. "Global capital flows and financing constraints," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 8, pages 181-213, World Scientific Publishing Co. Pte. Ltd..
    18. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    19. Grzegorz Pawlina & Luc Renneboog, 2005. "Is Investment‐Cash Flow Sensitivity Caused by Agency Costs or Asymmetric Information? Evidence from the UK," European Financial Management, European Financial Management Association, vol. 11(4), pages 483-513, September.
    20. Stein, Jeremy C., 2003. "Agency, information and corporate investment," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 2, pages 111-165, Elsevier.

    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:sae:sagope:v:11:y:2021:i:3:p:21582440211031502. 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: SAGE Publications (email available below). General contact details of provider: .

    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.