TY - JOUR
T1 - The diffusion of mobile telephones
T2 - An empirical analysis for Peru
AU - Yamakawa, Peter
AU - Rees, Gareth H.
AU - Manuel Salas, José
AU - Alva, Nikolai
N1 - Copyright:
Copyright 2013 Elsevier B.V., All rights reserved.
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - Diffusion forecasting
KW - Gompertz curve
KW - Mobile telephones
KW - Peru
KW - Technology diffusion
UR - http://www.scopus.com/inward/record.url?scp=84878249372&partnerID=8YFLogxK
U2 - 10.1016/j.telpol.2012.12.010
DO - 10.1016/j.telpol.2012.12.010
M3 - Artículo de revista
AN - SCOPUS:84878249372
SN - 0308-5961
VL - 37
SP - 594
EP - 606
JO - Telecommunications Policy
JF - Telecommunications Policy
IS - 6-7
ER -