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.
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.
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.
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.
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.
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.
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.
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 Unpublished manuscript.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.
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.
Meeusen, W., and J. Broek. (1977). “Effciency Estimation from Cobb-Douglas Production Function with Composed Error,” International Economic Review 18, 435-444.
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.
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.
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.
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.
Author information
Authors and Affiliations
Rights 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
Issue Date:
DOI: https://doi.org/10.1023/A:1007889209994