Skip to main content
Log in

Efficiency convergence processes and effects of regulation in the nonspecialized retail sector in Spain

  • Original Paper
  • Published:
The Annals of Regional Science Aims and scope Submit manuscript

Abstract

This work analyzes the effects of the regulation/deregulation processes carried out on the evolution of efficiency in Spanish retail-sector firms in the period 1996–2004. The results suggest that the regulation in this sector has had a considerable influence on firms’ efficiency, in particular, the legislation on the expansion of commercial opening hours after 2000. The results provide clear evidence of a convergence in firms’ efficiency from the initial year considered to superior levels. Moreover, the pattern of convergence differs in function of the region in which the firm operates. The evolution of efficiency given by the means of different groups of regulation intensity levels through the time seems to show clearly in the groups of high and low regulation. It is observed that the group of high regulation is the most efficient. The analysis of the firms as a whole confirms the convergence process. Considering the analysis for subperiods an improvement is observed for all regions in the period 2000 at 2004.

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.

Institutional subscriptions

Similar content being viewed by others

References

  • Alderson W, Cox R (1948) Towards a theory in marketing. J Mark 13(2): 137–152. doi:10.2307/1246823

    Article  Google Scholar 

  • Banker RD, Charners A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in Data envelopment analysis. Manage Sci 30: 1078–1092

    Article  Google Scholar 

  • Beckman TH, Buzzell RD (1958) Productivity: facts and fiction. Bus Horiz 1(1): 24–38. doi:10.1016/0007-6813(58)90005-3

    Article  Google Scholar 

  • Berne C, Múgica JM (1995) El análisis de la productividad en el sector minorista. ICE 739: 47–58

    Google Scholar 

  • Betancourt R, Gautschi D (1993) The output of retail activities: concepts, measurement and evidence from US census data. Rev Econ Stat 75: 294–301. doi:10.2307/2109435

    Article  Google Scholar 

  • Boylaud O, Nicoletti G (2001) Regulatory reform in retail distribution. OECD Econ Stud 32

  • Bucklin LP (1978) Productivity in marketing. A.M.A., Chicago

    Google Scholar 

  • Casares J (2006) Captura del legislador y del legislado en el comercio minorista. Economistas XXIV(107): 72–77

    Google Scholar 

  • Cazals C, Florens JP, Simar L (2002) Nonparametric frontier estimation: a robust approach. J Econom 106: 1–25. doi:10.1016/S0304-4076(01)00080-X

    Article  Google Scholar 

  • Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2: 429–444. doi:10.1016/0377-2217(78)90138-8

    Article  Google Scholar 

  • Charnes A, Cooper WW, Rhodes E (1981) Evaluating program and managerial efficiency: an application of data envelopment analysis to program follow through. Manage Sci 27(6): 668–697

    Article  Google Scholar 

  • Coelli T, Prasada Rao TS, Battese G (2002) An introduction to efficiency and productivity analysis. Kluwer, London

    Google Scholar 

  • Conway P, Nicoletti G (2006) Product market regulation in the non-manufacturing sectors of OECD countries: measurement and highlights. OCDE Economic Department working paper, no. 530

  • Cox R (1948) The meaning and measurement of productivity in distribution. J Mark 12: 433–441. doi:10.2307/1246623

    Article  Google Scholar 

  • Cruz Roche I (2006) Efectos económicos de la regulación del comercio: la apertura en festivos. Rev Col Econ XXIV(107): 26–34

    Google Scholar 

  • Daraio C, Simar L (2006) A robust nonparametric approach to evaluate and explain the performance of mutual funds. Eur J Oper Res 175: 516–542. doi:10.1016/j.ejor.2005.06.010

    Article  Google Scholar 

  • De Jorge J (2006) Regional regulation analysis of performance in Spanish retailing. Int J Retailing Distrib Manage 34(10): 773–793. doi:10.1108/09590550610691356

    Article  Google Scholar 

  • De Jorge J, Suárez C (2007) Efficiency measures for Spanish retailing firms in a regulated market. J Econ Dev 32: 1–13

    Google Scholar 

  • Donthu N, Yoo B (1998) Retail productivity assessment using data envelopment. J Retailing 74(1): 89–105. doi:10.1016/S0022-4359(99)80089-X

    Article  Google Scholar 

  • Färe R, Zelenyuk V (2003) On aggregate Farrell efficiency scores. Eur J Oper Res 146(3): 615–620. doi:10.1016/S0377-2217(02)00259-X

    Article  Google Scholar 

  • Färe R, Grosskopf S, Margaritis D (2006) Productivity growth and convergence in the European Union. J Prod Anal 25: 111–141. doi:10.1007/s11123-006-7134-x

    Article  Google Scholar 

  • Galagedera D, Silvapulle P (2003) Experimental evidence on robustness of data envelopment analysis. J Oper Res Soc 54: 654–660. doi:10.1057/palgrave.jors.2601507

    Article  Google Scholar 

  • Goldman A (1992) Evaluating the performance of Japanese distribution system. J Retailing 68(1): 11–50

    Google Scholar 

  • Good WS (1984) Productivity in the retail grocery trade. J Retailing 60(3): 81–97

    Google Scholar 

  • Hall M, Knapp J, Winsten C (1961) Distribution in Great Britain and North America. Oxford University Press, Londres

    Google Scholar 

  • Henderson D, Zelenyuk V (2004) Testing for catching-up: statistical analysis of DEA efficiency estimates. Discussion Paper 0431 of Institute of Statistics. University Catholique de Louvain, Belgium

    Google Scholar 

  • Ingene ZA (1982) Labour productivity in retailing. J Mark 46(4): 75–90. doi:10.2307/1251364

    Article  Google Scholar 

  • Kamakura WA, Lenatowicz T, Ratchford BT (1996) Productivity assesment of multiple outlets. J Retailing 72(4): 333–356. doi:10.1016/S0022-4359(96)90018-4

    Article  Google Scholar 

  • Keh HT (1997) The classification of distribution channel output: a review. Int Rev Retail Distrib Consum Res 7(2): 145–156. doi:10.1080/095939697343085

    Article  Google Scholar 

  • Keh HT (2000) Measuring retailer performance, towards and understanding of productivity. J Targeting. Meas Anal Mark 9(2): 160–173. doi:10.1057/palgrave.jt.5740012

    Article  Google Scholar 

  • Keh HT, Chu S (2003) Retail productivity and scale economics at the firm level: a DEA approach. Omega 31: 75–82. doi:10.1016/S0305–0483(02)00097-X

    Article  Google Scholar 

  • Koop G, Osiewalski J, Steel MFJ (2000) Modelling the sources of output growth in a panel of countries. J Bus Econ Stud 18: 284–299. doi:10.2307/1392262

    Article  Google Scholar 

  • Lursh R, Sperpkenci R, Orvis B (1995) Determinants of retail store performance: a partial examination of selected elements of retailer conduct. In: Grant K, Walker I (eds) World Marketing Congress, vol 7, pp 95–104

  • Matea M, Mora J (2007) Una aproximación a la regulación del comercio al por menor a partir de indicadores sintéticos. Bol Econ Banco Espana 10: 89–100

    Google Scholar 

  • Nicoletti G, Scarpetta S, Boylaud O (2000) Summary indicators of product market regulation with an extension to employment protection legislation. OCDE Economic department working paper, no. 226

  • Nooteboom B (1982) A new theory of retailing cost. Eur Econ Rev 17: 163–186. doi:10.1016/S0014-2921(82)80012-3

    Article  Google Scholar 

  • Nooteboom B (1983) Productivity growth in the grocery trade. Appl Econ 15: 649–664. doi:10.1080/00036848300000042

    Article  Google Scholar 

  • Park BU, Marron JS (1990) Comparison of data-driven bandwidth selectors. J Am Stat Assoc 85(409): 66–72. doi:10.2307/2289526

    Article  Google Scholar 

  • Parsons LJ (1997) Productivity versus relative efficiency in marketing: past and future. In: Laurent G, Lilien GL, Prass B(eds) Research traditions in marketing. Kluwer, Boston

    Google Scholar 

  • Quah D (1997) Regional convergence from local isolated actions: II conditioning. CEP Discussion Papers 0379. LSE, London

  • Ratchford BT (2003) Has the productivity of retail food stores really declined?. J Retailing 79: 171–182. doi:10.1016/S0022-4359(03)00035-6

    Article  Google Scholar 

  • Ratchford BT, Stoops GT (1988) A model and measurement approach for studying retail productivity. J Mark 64: 241–263

    Google Scholar 

  • Reynolds J (2006) Es eficiente el sector Europeo de la distribución comercial minorista?. ICE 828: 25–34

    Google Scholar 

  • Salinas-Jimenez M (2003) Technological change, efficiency gains and capital accumulation in labour productivity growth and convergence: an application to the Spanish regions. Growth Change 34(2): 157–174. doi:10.1111/1468-2257.00212

    Article  Google Scholar 

  • Sellers-Rubio R, Mas-Ruiz F (2006) Economic efficiency in supermarkets: evidences in Spain. Int J Retail Distrib Manage 34: 155–171. doi:10.1108/09590550610649803

    Article  Google Scholar 

  • Sheater SJ, Jones MC (1991) A reliable data-based bandwidth selection method for kernel density estimation. J R Stat Soc Ser A 53(3): 683–690

    Google Scholar 

  • Simar L, Wilson P (1998) Sensitivity of efficiency scores: how to bootstrap in nonparametric frontier models. Manage Sci 44(1): 49–61

    Article  Google Scholar 

  • Simar L, Wilson P (2000) Statistical inference in nonparametric frontier models: the state of the art. J Prod Anal 13: 49–78. doi:10.1023/A:1007864806704

    Article  Google Scholar 

  • Simar L, Wilson P (2002) Non-parametric tests of returns to scale. Eur J Oper Res 139: 115–132. doi:10.1016/S0377-2217(01)00167-9

    Article  Google Scholar 

  • Simar L, Zelenyuk V (2006) On testing equality of distributions of technical efficiency scores. Econ Rev 25(4): 497–522. doi:10.1080/07474930600972582

    Article  Google Scholar 

  • Stokey NL, Lucas RE, Prescott E (1989) Recursive methods in economics dynamics. Harvard University Press, Cambrigde

    Google Scholar 

  • Terrell GR, Scott W (1992) Variable kernel density estimation. Ann Stat 20(3): 1236–1265. doi:10.1214/aos/1176348768

    Article  Google Scholar 

  • Thomas RR, Barr RS, Cron WL, Slocum JW Jr (1998) A process for evaluating retail store efficiency: a restricted DEA approach. Int J Res Mark 15(5): 487–503. doi:10.1016/S0167-8116(98)00021-4

    Article  Google Scholar 

  • Tortosa-Ausina E, Perez F, Mas T, Goerlich FJ (2005) Growth and covergence profile in the Spanish provinces 1965–1997. J Reg Sci 45(1): 147–182. doi:10.1111/j.0022-4146.2005.00367.x

    Article  Google Scholar 

  • Villaverde J (2004) Convergencia provincial en España: Un análisis espacial. Papeles Econ Esp 100: 210–219

    Google Scholar 

  • Villaverde J, Maza A (2006) La productividad industrial en la regiones de la Unión Europea, 1980–2003. Papeles Econ Esp 107: 66–79

    Google Scholar 

  • Waldorf WH (1966) Labor productivity in food wholesaling and retailing, 1929–1958. Rev Econ Stat 48(1): 88–93. doi:10.2307/1924861

    Article  Google Scholar 

  • Walter G, Blum J (1979) Probability density estimation using delta sequences. Ann Stat 7(2): 328–340. doi:10.1214/aos/1176344617

    Article  Google Scholar 

  • Wheelock D, Wilson P (2003) Robust nonparametric estimation of efficiency and technical change in US commercial banking. Working Paper No. 2003–037A, Federal Reserve Bank of St. Louis

  • Wheelock D, Wilson P (2004) Trends in the efficiency of federal reserve check processing operations. Rev Federal Reserve Bank St. Louis 86(5): 7–20

    Google Scholar 

  • Wilson P (1993) Detecting outliers in deterministic nonparametric frontier models with multiple outputs. J Bus Econ Stat 11(3): 319–323. doi:10.2307/1391956

    Article  Google Scholar 

  • Wilson P (2007) Frontier efficiency analysis with R manual (FEAR) version 1.1, using R. (http://www.clemson.edu/economics/faculty/wilson/Software/FEAR/fear.html)

  • Zhu J (2000) Multi-factor performance measure model with an application to Fortune 500 companies. Eur J Oper Res 123: 124–105. doi:10.1016/S0377-2217(99)00096-X

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cristina Suárez.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Suárez, C., de Jorge, J. Efficiency convergence processes and effects of regulation in the nonspecialized retail sector in Spain. Ann Reg Sci 44, 573–597 (2010). https://doi.org/10.1007/s00168-008-0270-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00168-008-0270-7

JEL Classification

Navigation