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The diffusion of mobile telephones: An empirical analysis for Peru

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  • Yamakawa, Peter
  • Rees, Gareth H.
  • Manuel Salas, José
  • Alva, Nikolai

Abstract

This paper models the diffusion of mobile telephone subscriptions in Peru. Peru's mobile telephone diffusion has occurred in a concentrated market with relatively high prices and as such it features consumer behaviors such as call management, multiple subscriptions and handset sharing. The study uses two growth models, the Gompertz and the Logistic, compared in terms of fit and forecasting performance using the R2, RMSE and MAPE statistics. The empirical results indicate that the Gompertz model is the most appropriate. Principal Component Analysis, a technique that reduces the arbitrary nature of variable selection, found the determinants of diffusion to be Market concentration, Population, Regulated interconnection tariffs and GDP per capita. The Gompertz model's 5-year forecast of subscriptions predicts a further 11.72 million subscribers, which was validated through the use of linear and nonlinear regressions and 95 percent confidence limits. The study is relevant to Peru's telecommunications industry due to a recent policy focus on mobile business and a new market entrant.

Suggested Citation

  • Yamakawa, Peter & Rees, Gareth H. & Manuel Salas, José & Alva, Nikolai, 2013. "The diffusion of mobile telephones: An empirical analysis for Peru," Telecommunications Policy, Elsevier, vol. 37(6), pages 594-606.
  • Handle: RePEc:eee:telpol:v:37:y:2013:i:6:p:594-606
    DOI: 10.1016/j.telpol.2012.12.010
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    1. Madden, Gary & Coble-Neal, Grant & Dalzell, Brian, 2004. "A dynamic model of mobile telephony subscription incorporating a network effect," Telecommunications Policy, Elsevier, vol. 28(2), pages 133-144, March.
    2. Michalakelis, Christos & Varoutas, Dimitris & Sphicopoulos, Thomas, 0. "Diffusion models of mobile telephony in Greece," Telecommunications Policy, Elsevier, vol. 32(3-4), pages 234-245, April.
    3. Godoe, Helge & Hansen, Tor Borgar, 0. "Technological regimes in m-commerce: Convergence as a barrier to diffusion and entrepreneurship?," Telecommunications Policy, Elsevier, vol. 33(1-2), pages 19-28, February.
    4. Theologos Dergiades & Apostolos Dasilas, 2010. "Modelling and forecasting mobile telecommunication services: the case of Greece," Applied Economics Letters, Taylor & Francis Journals, vol. 17(18), pages 1823-1828.
    5. Gruber, Harald, 2001. "Competition and innovation: The diffusion of mobile telecommunications in Central and Eastern Europe," Information Economics and Policy, Elsevier, vol. 13(1), pages 19-34, March.
    6. Brouwer, Roland & Brito, Lídia, 2012. "Cellular phones in Mozambique: Who has them and who doesn't?," Technological Forecasting and Social Change, Elsevier, vol. 79(2), pages 231-243.
    7. Gruber, Harald & Verboven, Frank, 2001. "The diffusion of mobile telecommunications services in the European Union," European Economic Review, Elsevier, vol. 45(3), pages 577-588, March.
    8. Singh, Sanjay Kumar, 0. "The diffusion of mobile phones in India," Telecommunications Policy, Elsevier, vol. 32(9-10), pages 642-651, October.
    9. Li, Baibing & Martin, Elaine B. & Morris, A. Julian, 2002. "On principal component analysis in L1," Computational Statistics & Data Analysis, Elsevier, vol. 40(3), pages 471-474, September.
    10. Rouvinen, Petri, 2006. "Diffusion of digital mobile telephony: Are developing countries different?," Telecommunications Policy, Elsevier, vol. 30(1), pages 46-63, February.
    11. Meade, Nigel & Islam, Towhidul, 2006. "Modelling and forecasting the diffusion of innovation - A 25-year review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 519-545.
    12. Hwang, Junseok & Cho, Youngsang & Long, Nguyen Viet, 2009. "Investigation of factors affecting the diffusion of mobile telephone services: An empirical analysis for Vietnam," Telecommunications Policy, Elsevier, vol. 33(9), pages 534-543, October.
    13. Barrantes, Roxana & Galperin, Hernan, 2008. "Can the poor afford mobile telephony? Evidence from Latin America," Telecommunications Policy, Elsevier, vol. 32(8), pages 521-530, September.
    14. Chu, Wen-Lin & Wu, Feng-Shang & Kao, Kai-Sheng & Yen, David C., 2009. "Diffusion of mobile telephony: An empirical study in Taiwan," Telecommunications Policy, Elsevier, vol. 33(9), pages 506-520, October.
    15. Mariscal, Judith & Rivera, Eugenio, 0. "New trends in the Latin American telecommunications market: Telefonica & Telmex," Telecommunications Policy, Elsevier, vol. 29(9-10), pages 757-777, October.
    16. Yamakawa, Peter & Cadillo, Gloria & Tornero, Rubén, 2012. "Critical factors for the expansion of broadband in developing countries: The case of Peru," Telecommunications Policy, Elsevier, vol. 36(7), pages 560-570.
    17. Wu, Feng-Shang & Chu, Wen-Lin, 2010. "Diffusion models of mobile telephony," Journal of Business Research, Elsevier, vol. 63(5), pages 497-501, May.
    18. Curwen, Peter & Whalley, Jason, 2008. "Structural adjustment in the Latin American and African mobile sectors," Telecommunications Policy, Elsevier, vol. 32(5), pages 349-363, June.
    19. Garbacz, Christopher & Thompson Jr, Herbert G., 2007. "Demand for telecommunication services in developing countries," Telecommunications Policy, Elsevier, vol. 31(5), pages 276-289, June.
    20. Maicas, Juan Pablo & Polo, Yolanda & Javier Sese, F., 2009. "Reducing the level of switching costs in mobile communications: The case of Mobile Number Portability," Telecommunications Policy, Elsevier, vol. 33(9), pages 544-554, October.
    21. Minkyu Lee & Youngsang Cho, 2007. "The diffusion of mobile telecommunications services in Korea," Applied Economics Letters, Taylor & Francis Journals, vol. 14(7), pages 477-481.
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    11. Rządkowski Grzegorz & Sobczak Lidia, 2020. "A Generalized Logistic Function and its Applications," Foundations of Management, Sciendo, vol. 12(1), pages 85-92, January.
    12. Houngbonon, Georges V. & Le Quentrec, Erwan, 2019. "Access to Electricity and ICT Usage: A Country-level Assessment on Sub-Saharan Africa," 2nd Europe – Middle East – North African Regional ITS Conference, Aswan 2019: Leveraging Technologies For Growth 201728, International Telecommunications Society (ITS).
    13. Shinohara, Sobee & Akematsu, Yuji & Morikawa, Hiroyuki & Tsuji, Masatsugu, 2013. "Current issues of the Japanese mobile phone market caused by smartphones," 24th European Regional ITS Conference, Florence 2013 88528, International Telecommunications Society (ITS).
    14. Jha, Ashutosh & Saha, Debashis, 2020. "“Forecasting and analysing the characteristics of 3G and 4G mobile broadband diffusion in India: A comparative evaluation of Bass, Norton-Bass, Gompertz, and logistic growth models”," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
    15. Bacha, Radia & Gasmi, Farid, 2022. "The broadband diffusion process and its determinants in Algeria: A simultaneous estimation," TSE Working Papers 22-1309, Toulouse School of Economics (TSE).
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    17. Shinohara, Sobee & Morikawa, Hiroyuki & Tsuji, Masatsugu, 2015. "Competition or smartphones? Factors promote mobile broadband adoption in OECD countries," 2015 Regional ITS Conference, Los Angeles 2015 146349, International Telecommunications Society (ITS).
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    19. Shinohara, Sobee & Morikawa, Hiroyuki & Tsuji, Masatsugu, 2016. "How Smartphones Transformed Market and Competition of Mobile Broadband in OECD Member Countries," 27th European Regional ITS Conference, Cambridge (UK) 2016 148704, International Telecommunications Society (ITS).
    20. Shinohara, Sobee & Morikawa, Hiroyuki & Tsuji, Masatsugu, 2014. "Empirical analysis of mobile broadband adoption in major six countries from the view of competition policy," 20th ITS Biennial Conference, Rio de Janeiro 2014: The Net and the Internet - Emerging Markets and Policies 106849, International Telecommunications Society (ITS).

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