IDEAS home Printed from https://ideas.repec.org/a/eee/telpol/v37y2013i6p594-606.html
   My bibliography  Save this article

The diffusion of mobile telephones: An empirical analysis for Peru

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030859611200211X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.telpol.2012.12.010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Rouvinen, Petri, 2006. "Diffusion of digital mobile telephony: Are developing countries different?," Telecommunications Policy, Elsevier, vol. 30(1), pages 46-63, February.
    12. 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.
    13. Wu, Feng-Shang & Chu, Wen-Lin, 2010. "Diffusion models of mobile telephony," Journal of Business Research, Elsevier, vol. 63(5), pages 497-501, May.
    14. 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.
    15. Singh, Sanjay Kumar, 0. "The diffusion of mobile phones in India," Telecommunications Policy, Elsevier, vol. 32(9-10), pages 642-651, October.
    16. 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.
    17. Garbacz, Christopher & Thompson Jr, Herbert G., 2007. "Demand for telecommunication services in developing countries," Telecommunications Policy, Elsevier, vol. 31(5), pages 276-289, June.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Thakur Dhakal & Dae-Eun Lim, 2020. "Understanding ICT adoption in SAARC member countries," Letters in Spatial and Resource Sciences, Springer, vol. 13(1), pages 67-80, April.
    2. Bryan Coyne & Eleanor Denny, 2021. "Applying a Model of Technology Diffusion to Quantify the Potential Benefit of Improved Energy Efficiency in Data Centres," Energies, MDPI, vol. 14(22), pages 1-18, November.
    3. Satoh, Daisuke, 2021. "Discrete Gompertz equation and model selection between Gompertz and logistic models," International Journal of Forecasting, Elsevier, vol. 37(3), pages 1192-1211.
    4. Elias Aravantinos & Dimitris Varoutas, 2022. "A revisit of fixed and mobile broadband diffusion in the OECD: a new classification," Netnomics, Springer, vol. 22(2), pages 71-84, October.
    5. 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).
    6. 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).
    7. 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).
    8. Avila, Luz Angelica Pirir & Lee, Deok-Joo & Kim, Taegu, 2018. "Diffusion and competitive relationship of mobile telephone service in Guatemala: An empirical analysis," Telecommunications Policy, Elsevier, vol. 42(2), pages 116-126.
    9. 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).
    10. Eleni Laitsou & Antonios Kargas & Dimitris Varoutas, 2020. "Digital Competitiveness in the European Union Era: The Greek Case," Economies, MDPI, vol. 8(4), pages 1-33, October.
    11. Rządkowski Grzegorz & Głażewska Iwona & Sawińska Katarzyna, 2014. "Logistic Function as a Tool of Planning," Foundations of Management, Sciendo, vol. 6(1), pages 57-70, June.
    12. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Sara E. Bennett, 2018. "Mobile telephony, economic growth, financial development, foreign direct investment, and imports of ICT goods: the case of the G-20 countries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(2), pages 279-310, June.
    13. Yuan, Xiaodong & Cai, Yuchen, 2021. "Forecasting the development trend of low emission vehicle technologies: Based on patent data," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    14. Ashutosh Jha & Debashis Saha, 2022. "Mobile Broadband for Inclusive Connectivity: What Deters the High-Capacity Deployment of 4G-LTE Innovation in India?," Information Systems Frontiers, Springer, vol. 24(4), pages 1305-1329, August.
    15. Nguimkeu, Pierre, 2014. "A simple selection test between the Gompertz and Logistic growth models," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 98-105.
    16. Rządkowski Grzegorz & Sobczak Lidia, 2020. "A Generalized Logistic Function and its Applications," Foundations of Management, Sciendo, vol. 12(1), pages 85-92, January.
    17. 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).
    18. 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).
    19. Omamo, AmosO. & Rodrigues, Anthony J. & Muliaro, Wafula, 2019. "Kenya's vision 2030: Modelling technology usage and the economy," Technology in Society, Elsevier, vol. 59(C).
    20. 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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thakur Dhakal & Dae-Eun Lim, 2020. "Understanding ICT adoption in SAARC member countries," Letters in Spatial and Resource Sciences, Springer, vol. 13(1), pages 67-80, April.
    2. Meade, Nigel & Islam, Towhidul, 2015. "Forecasting in telecommunications and ICT—A review," International Journal of Forecasting, Elsevier, vol. 31(4), pages 1105-1126.
    3. Avila, Luz Angelica Pirir & Lee, Deok-Joo & Kim, Taegu, 2018. "Diffusion and competitive relationship of mobile telephone service in Guatemala: An empirical analysis," Telecommunications Policy, Elsevier, vol. 42(2), pages 116-126.
    4. Baburin, Vyacheslav & Zemtsov, Stepan, 2014. "Diffussion of ICT-products and "five Russias"," MPRA Paper 68926, University Library of Munich, Germany, revised 10 May 2014.
    5. 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).
    6. Xiaoxia Fu & Ping Zhang & Juzhi Zhang, 2017. "Forecasting and Analyzing Internet Users of China with Lotka–Volterra Model," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 34(01), pages 1-18, February.
    7. Honoré, Bidiasse, 2019. "Diffusion of mobile telephony: Analysis of determinants in Cameroon," Telecommunications Policy, Elsevier, vol. 43(3), pages 287-298.
    8. Sergei Sidorov & Alexey Faizliev & Vladimir Balash & Olga Balash & Maria Krylova & Aleksandr Fomenko, 2021. "Extended innovation diffusion models and their empirical performance on real propagation data," Journal of Marketing Analytics, Palgrave Macmillan, vol. 9(2), pages 99-110, June.
    9. Zaber, Moinul & Sirbu, Marvin, 2012. "Impact of spectrum management policy on the penetration of 3G technology," Telecommunications Policy, Elsevier, vol. 36(9), pages 762-782.
    10. Barman, Hemanta & Dutta, Mrinal Kanti & Nath, Hiranya K., 2018. "The telecommunications divide among Indian states," Telecommunications Policy, Elsevier, vol. 42(7), pages 530-551.
    11. Winkler, Kay, 2014. "Potential Effects of New Zealand's Policy on Next Generation High-Speed Access Networks," Working Paper Series 4347, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    12. Curwen, Peter & Whalley, Jason, 2013. "Mapping worldwide mobile networks: Some problems and indicative solutions," Telecommunications Policy, Elsevier, vol. 37(11), pages 1150-1165.
    13. Thierry PENARD & Nicolas POUSSING & Gabriel ZOMO YEBE & Philémon NSI ELLA, 2012. "Comparing the Determinants of Internet and Cell Phone Use in Africa: Evidence from Gabon," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(86), pages 65-83, 2nd quart.
    14. Varadharajan Sridhar, 2010. "An econometric analysis of mobile services growth across regions of India," Netnomics, Springer, vol. 11(3), pages 205-220, October.
    15. repec:vuw:vuwscr:19308 is not listed on IDEAS
    16. Marinakis, Yorgos D., 2012. "Forecasting technology diffusion with the Richards model," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 172-179.
    17. repec:gdk:wpaper:33 is not listed on IDEAS
    18. 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.
    19. Lechman, Ewa & Kaur, Harleen, 2016. "Social development and ICT adoption. Developing world perspective," MPRA Paper 69354, University Library of Munich, Germany.
    20. PENARD Thierry & POUSSING Nicolas & ZOMO YEBE Gabriel & NSI ELLA Philémon, 2012. "Usage d'Internet et du téléphone mobile en Afrique : une comparaison des déterminants d'adoption sur données gabonaises," LISER Working Paper Series 2012-15, Luxembourg Institute of Socio-Economic Research (LISER).
    21. Vogelsang, Ingo, 2010. "The relationship between mobile and fixed-line communications: A survey," Information Economics and Policy, Elsevier, vol. 22(1), pages 4-17, March.
    22. Ashutosh Jha & Debashis Saha, 2022. "Mobile Broadband for Inclusive Connectivity: What Deters the High-Capacity Deployment of 4G-LTE Innovation in India?," Information Systems Frontiers, Springer, vol. 24(4), pages 1305-1329, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:telpol:v:37:y:2013:i:6:p:594-606. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30471/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.