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An empirical analysis of cellular demand in South Africa

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Author Info
Gasmi, Farid
Ivaldi, Marc
Recuero Virto, Laura

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Abstract

We analyze demand for prepaid cellular voice and short message service (SMS) in South Africa by means of a demand-and-supply structural model based on a multinomial specification fitted to a cross-sectional data set on Vodacom customers collected in 2005. We find that consumers are very sensitive to changes in prices, with higher price elasticities than those typically found in developed countries. Consumers attach a higher value to communications during peak hours but since these are priced highly, they are as much as twice more elastic than off-peak communications. In relative terms, demand for communications during peak hours is more elastic for urban than for rural consumers, while the reverse can be said about demand for off-peak hours. The highest valuations are those placed by rural consumers on working hour communications. A policy implication of our analysis is that while in terms of access cellular deployment in South Africa has gone a long way into bridging the gap between the ``first'' and ``second'' economies, in terms of usage if market organizations or regulatory institutions were to encourage further investment in network availability in rural areas this could be rewarding both for the firm and its rural customers.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 7153.

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Date of creation: Feb 2009
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Handle: RePEc:cpr:ceprdp:7153

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Related research
Keywords: Development economics; Differentiated product models; Telecommunications demand;

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Find related papers by JEL classification:
C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
D40 - Microeconomics - - Market Structure and Pricing - - - General
L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications
R00 - Urban, Rural, and Regional Economics - - General - - - General

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  1. McKenzie, David J & Small, John P, 1997. "Econometric Cost Structure Estimates for Cellular Telephony in the United States," Journal of Regulatory Economics, Springer, vol. 12(2), pages 147-57, September. [Downloadable!] (restricted)
  2. Sridhar, Kala Seetharan & Sridhar, Varadharajan, 2007. "Telecommunications Infrastructure And Economic Growth: Evidence From Developing Countries," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 7(2), pages 37-56. [Downloadable!] (restricted)
    Other versions:
  3. Torero, Maximo & Chowdhury, Shyamal K. & Galdo, Virgilio, 2003. "Willingness to pay for the rural telephone service in Bangladesh and Peru," Information Economics and Policy, Elsevier, vol. 15(3), pages 327-361, September. [Downloadable!] (restricted)
  4. Ivaldi, Marc & Verboven, Frank, 2005. "Quantifying the effects from horizontal mergers in European competition policy," International Journal of Industrial Organization, Elsevier, vol. 23(9-10), pages 669-691, December. [Downloadable!] (restricted)
    Other versions:
  5. Kenneth E. Train & Daniel L. McFadden & Moshe Ben-Akiva, 1987. "The Demand for Local Telephone Service: A Fully Discrete Model of Residential Calling Patterns and Service Choices," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 109-123, Spring. [Downloadable!] (restricted)
  6. McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457 Elsevier. [Downloadable!] (restricted)
  7. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer. [Downloadable!] (restricted)
  8. Castro Martins, Maria Lurdes, 2003. "International differences in telecommunications demand," Information Economics and Policy, Elsevier, vol. 15(3), pages 291-303, September. [Downloadable!] (restricted)
  9. Foreman, R Dean & Beauvais, Edward, 1999. "Scale Economies in Cellular Telephony: Size Matters," Journal of Regulatory Economics, Springer, vol. 16(3), pages 297-306, November. [Downloadable!] (restricted)
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