Skip to main content
Log in

Residential Real Estate Brokerage Efficiency from a Cost and Profit Perspective

  • Published:
The Journal of Real Estate Finance and Economics Aims and scope Submit manuscript

Abstract

Using 1994–1995 microeconomic data from the National Association of Realtors (NAR), this article estimates cost and profit X-efficiency levels in the residential real estate brokerage market using traditional and Bayesian stochastic frontier models. We find that firms err more from failure to maximize profits than from failure to minimize costs. To determine what characteristics influence efficiency, we perform a regression analysis. The results show that franchising and firm age are associated with increases in efficiency, while MLS affiliation and producing a balanced output of listings and sales decrease performance. Finally, we estimate economies of scale and find compelling evidence that firms are operating at increasing returns to scale.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Aigner, D. J., C. A. Lovell, and P. Schmidt. (1977). “Formulation and Estimation of Stochastic Frontier Function Models,” Journal of Econometrics 6, 21-37.

    Google Scholar 

  • Anderson, R. A., D. R. Lewis, and L. V. Zumpano. (2000). “X-ineffciencies in the Residential Real Estate Brokerage Marker: A Stochastic Frontier Approach,” Journal of Real Estate Research forthcoming.

  • Anderson, R. A., R. Fok, L. V. Zumpano, and H.W. Elder. (1998). “Measuring the Efficiency of Residential Real Estate Brokerage Firms: An Application of the Data Envelopment Analysis,” Journal of Real Estate Research 16, 139-158.

    Google Scholar 

  • Berger, A. N., D. Hancock, and D. B. Humphrey. (1993). “Bank Efficiency Derived from the Pro®t Function,” Journal of Banking and Finance 17, 317-347.

    Google Scholar 

  • English, M., S. Grosskopf, K. Hayes, and S. Yaisawarng. (1993). “Output Allocative and Technical Effciency of the Financial Services Sector,” Journal of Banking and Finance 17.

  • Jondrow, J. C., C. A. K. Lovell, S. I. Materov, and P. Schmidt. (1982). “On the Estimation of Technical Ineffciency in the Stochastic Frontier Production Function Models,” Journal of Econometrics 19, 233-288.

    Google Scholar 

  • Jud, G. D., R. C. Rogers, and G. Crellin. (1994). “Franchising and Real Estate Brokerage,” Journal of Real Estate Finance and Economics 8, 87-93.

    Google Scholar 

  • Koop, G., J. Osiewalski, and M. F. Steel. (1994). “Bayesian Effciency Analysis with a Flexible Form: The AIM Cost Function,” Journal of Business and Economic Statistics 12, 339-346.

    Google Scholar 

  • Koop, G., M. F. Steel, and J. Osiewalski. (1993). “Posterior Analysis of Stochastic Frontiers Models Using Gibbs Sampling.” Unpublished manuscript.

  • Leibenstein, H. (1966). “Allocative Effciency vs. X-Effciency,” American Economic Review 56, 392-414.

    Google Scholar 

  • Lewis, D., and R. Anderson. (1999a). “Measuring Real Estate Firm Efficiency: A Bayesian Approach,” Working paper.

  • Lewis, D., and R. Anderson. (1999b). “Residential Real Estate Brokerage Effciency and the Implications of Franchising: A Bayesian Approach,” Real Estate Economics 27; 543-560.

    Google Scholar 

  • Meeusen, W., and J. Broek. (1977). “Effciency Estimation from Cobb-Douglas Production Function with Composed Error,” International Economic Review 18, 435-444.

    Google Scholar 

  • Terrell, D., and I. Dashti. (1997). “Incorporating Monotonicity and Concavity Restrictions into Stochastic Cost Frontiers.” Paper presented at the Midwest Econometric Society Meetings, May.

  • Tierney, L. (1994). “Markov Chains Exploring Posterior Distributions (With Discussion), Ann. Statistics 22, 1701-1762.

    Google Scholar 

  • Van den Brock, J., G. Koop, J. Osiewalski, and M. F. Steel. (1994). “Stochastic Frontier Models: A Bayesian Perspective,” Journal of Econometrics 61, 273-303.

    Google Scholar 

  • Zumpano, L. V., and H. W. Elder. (1994). “Economies of Scope and Density in the Market for Real Estate Brokerage Services,” AREUEA Journal 22, 497-513.

    Google Scholar 

  • Zumpano, L. V., H. W. Elder, and G. E. Crellin. (1993). “The Market for Residential Real Estate Brokerage Services: Costs of Production and Economies of Scale,” Journal of Real Estate Finance and Economics 6, 237-250.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Anderson, R.I., Lewis, D. & Zumpano, L.V. Residential Real Estate Brokerage Efficiency from a Cost and Profit Perspective. The Journal of Real Estate Finance and Economics 20, 295–310 (2000). https://doi.org/10.1023/A:1007889209994

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1007889209994

Navigation