印尼是東南亞的開發中國家，已經成功採用3G行動服務。印尼算是群島國家，各地區有不同的3G行動服務採用影響因素。本篇研究目的的在於分析印尼3G行動服務採用影響因素，由從印尼各地區間比較，延伸到印尼跟東南亞其他國家來比較。此篇研究找出對於印尼3G行動服務發展影響因素的實證分析。本研究利用多元回歸分析還有追蹤資料回歸分析的方法論。研究結果發現，電信業者數量，3G基礎設施，3G服務價格，跟固定網絡就是影響印尼3G行動服務影響顯著因素。另外，人口戶數，國內生產總值及各地區生產總值，建設和促進基礎設施，固定網路用戶數就是影響印尼各地區間及各東南亞國家3G行動服務的顯著因素。

Although Indonesia is a developing country, its 3G mobile service have been deployed pervasively with 92% subscriptions rate. The study collects 3G mobile service statistical data and information to figure out which factors affect mobile service adoptions. In addition, unlike neighborhood countries, Indonesia is a demographic country with great variety from its geographical factors and culture among myriad islands. Therefore, this research analyzes not only impact factors that affecting the development of adoption of 3G mobile service among different main islands of Indonesia but also its neighborhood South East Asian countries.
The research selects seven areas in Indonesia and collects data from 2005 to 2010 for studying domestic affecting factors. Besides, it also chooses four South-East Asia countries and collects data from 2000 to 2010 for country-wide comparison. The analysis adopts multivariate regression and panel data analysis to investigate significant factors of 3G service adoption. The analysis outcome indicates Indonesia stays in growth stage of 3G service development period. Number of mobile operators, 3G network infrastructures, mobile service tariff price, and fixed Internet sector influences are significant factors affecting the 3G service adoptions in Indonesia. GDP and GRP, population density, wired and building facility infrastructures are the significant factors can affect the 3G service adoption in cross-areas and cross-countries.

Albon, R. (2006). "Fixed-to-Mobile Substitution, Complementarity and Convergence" Agenda 13(4), 309-322.
Anni-Maria Pulkki-Brännström,Stoneman.P (2010), "On the pattern and determinants of the global Diffusion of new technologies”. Technical Change: History, Economics and Policy, JEL code: O3.
Andres. L, Cuberes. D, Diouf. MA, Serebrisky, T. “Diffusion of the Internet: Cross-country Analysis”. Policy Research Working Paper 4420, WPS442.
Ansaria, S. & R. Garudb (2009). "Inter-generational transitions in socio-technical systems: The case of mobile communications." Research Policy 38,382–392.
Asosiasi Penyelenggara Jasa Internet Indonesia (APJII) Indonesia. (2011), A. A. P. I. Situs Resmi, Retrieved from http://www.apjii.or.id/.
A-Kineto White Paper, A. K. W. (2009).”Fixed-Mobile Convergence for Mobile Operators”. A Kineto White Paper Journal.
Baltagi, Badi H. (2006). "Forecasting with Panel Data"., Paper presented at the 8th Bundesbank Spring Conference on "New Developments in Economic Forecasting" in Eltville, Germany.
Batam Pos (2011). “9 Tahun Provinsi Kepri, Pelayanan Masih Belum Memadai” ,. Retrieved 23 September 201, from : http://www.batampos.co.id/index.php/2011/09/23/9-tahun-provinsi-kepri-pelayanan-masih-belum-memadai/
Banerjee, A. and A. J. Ros (2004). "Patterns in global fixed and mobile telecommunications development: a cluster analysis" .Telecommunications Policy 28,107–132.
Banerjee.A (2010). "Fixed-Mobile Substitution And Lesson For Broadband." Analysis Group, Economics, Financial, and Starategy Consultant.
Badan Regulasi Telekomunikasi Indonesia. (2011). Situs Resmi, Website retrieved from : http://www.brti.or.id/
Bidang Post dan Telekomunikasi Indonesia (2010). Report Indonesia, B. P. d. T. (Q2, 2010). "Bab 6 Bidang Telekomunikasi Indonesia.".Jakarta: Bidang Pos dan Telekomunikasi Indonesia
Badan Statistik Indonesia. Indonesia. (2011). B. P. S. Situs Resmi, Website retrieved from: http://www.bps.go.id/
C. C. Wong and P. L. Hiew, (2005). "Diffusion of Mobile Entertainment in Malaysia: Drivers and Barriers", World Academy of Science, Engineering and Technology 11 2005.
Cai-Ian, D. & L. Xiao-yu, (2006). "The research on the substitution effect between the wireless and fixed telecommunication industry." The Journal of China Universitites of Post and Telecommunications 13 (3).
Cardenas, A.; Garcia-Molina, M.; Sales, S.; Capmany, J. (2004). "A new model of bandwidth growth estimation based on the gompertz curve: application to optical access networks" , Journal of Lightwave Technology 22 (11), 2460- 2468.
Charles, P. Winsor, (1999). "The gompertz curve as a growth curve"., Poceeding Of National Academny of Sciences 18( 1).
Chu, C.-P. and J.-G. Pan. (2008). "The forecasting of the mobile Internet in Taiwan by diffusion model." Technological Forecasting & Social Change (Technological Forecasting & Social Change) 75,1054–1067
C. Ryu, D.Kim, & E.Kim. (2010). “Diffusion of Broadband and Online Advertising in Korea”.American Academy of Advertising. Journal of Interactive Advertising (Fall 2003) 4(1) pp. 3‐12.
CIA Government. (2011), Library website.Washington DC: CIA Government. Website retrieved from: https://www.cia.gov/library/publications/the-world-factbook/geos/id.html.
Cottrell, A. (2011). "Regression Analysis: Basic Concepts".Retrived on 2011,from : http://ecn.wfu.edu.
CostQuest Associates, (2010),” Gompertz penetration rate”.BAM Attachment 9 – Gompertz Penetration Rate Copyright protected information of CostQuest Associates.
Currency Converter, XE.com official website. Website retrieved from: http://www.xe.com/
Denni, M. (2006). “The Diffusion of Broadband Technology: the Role of Competition, Evidence from the US”. Dipartimento di Economia Universitµa degli Studi Roma Tre.
Donner, J. (2008). "Research Approaches to Mobile Use in the Developing World: A Review of the Literature." The Information Society 24 (3).
Dwivedi, Y., B. Lal, et al. (2007). "A Logistic Regression Analysis To Examine Factors Affecting Broadband Adoption in The UK" School of Business and Economics, Swansea University, Swansea, UK,: 1136- 1146.
Esia Telecom Indonesia. (2011), E. B.Situs Resmi, Website retrieved from: http://www.myesia.com/.
Expat Internet Acces Indonesia official site, (2011). “Internet Acces Options in Indonesia”. Retrieved from: http://www.expat.or.id/info/internetaccess.html
Fisher et al (2003, 2006), “Why significance in P=0.05” Statistical Methods and Scientific Inference, Gerard E. Dallal modified edition.
Feldmann (2003) Mobile Overtakes Fixed: Implications For Policy And Regulation. V.,International Telecommunication Union net
Frost & Sullivan (2011) “Harnessing the potential of Mobile Broadband for inclusive Socio-Economic Development in Indonesia”.
Frost & Sullivan (2011). "Mobile apps where are you in value chain" Retrieved from: http://www.slideshare.net/FrostandSullivan/mobile-apps-where-are-you-in-value-chain.
García-Murillo, M. and J. Rendón (2009). "A model of wireless broadband diffusion in Latin America." Telematics and Informatics 26,259–269.
Garbacz, C. & Thompson Jr, Herbert G. (2007) “Demand for telecommunication services in developing countries”. Telecommunications Policy 31,276–289.
Google Trend (2012), “Indonesia Mobile Internet cities”, website retrieved from : http://www.google.com/trends/?q=internet+indonesia
Gruber, H. (2001). "Competition and innovation The diffusion of mobile telecommunications in Central q and Eastern Europe." Information Economics and Policy 13,19–34.
Gruber, H. and F. Verboven (2001). "The Evolution of Markets Under Entry and Standards Regulation - The Case of Global Mobile Telecommunications." International Journal of Industrial Organization 19, 1189–1212.
Grzybowskiy, L. (2011) Fixed-to-Mobile Substitution in the European Union. Paper presented at School of Economics, Faculty of Commerce, University of Cape Town, Private Bag, Rondebosch 7701, Cape Town, South Africa.
Gupta, R & Jain, K. (2011). “Diffusion of mobile telephony in India: An empirical study” Technological Forecasting & Social Change.
Hansen, B. (2006). “Termination rates and fixed mobile substitution”. Paper presented at Department of Economics BI, Norwegian School of Management N-0442 Oslo, Norway
Hamilton, J. (2003). “Are main lines and mobile phones substitutes or complements? Evidence from Africa”. Telecommunications Policy 27,109 -133.
Hair.Joseph F, Anderson, R.E, Tatham, R.L & Black, W.C, (2006). "Multivariate Data Analysis 5th". New Jersey: Prentice-Hall.
Haucap, J., U. Heimeshoff, et al. (2010). Competition in the Turkish Mobile Telecommunications Market: Price Elasticities and Network Substitution. Paper presented at Dusseldorf Institute for competition economics 12.
Hervé Abdi, (2010). Normalizing Data. The University of Texas at Dallas, Richardson, TX 75083–0688, USA.
Hervé Abdi & Dominique Valentin. (2007). “Multiple Factor Analysis( MFA)”, The University of Texas at Dallas,Richardson, TX 75083–0688, USA
Hodge, J. (2005). “Tariff structures and access substitution of mobile cellular for fixed line in South Africa”, Telecommunications Policy 29,493–505.
Huang Rui, (2012), “Diffusion of Mobile Phones in China: Application of Bass Diffusion Model”.Journal of Convergence Information Technology(JCIT) 7,(1).
Hutchison Tri telecom Broadband Indonesia. (2011), Situs Resmi. Website retrieved from: http://tri.co.id/
Indonesian Freedom on the Net 2011 House, F. (2011) Indonesia, Freedom on the Net 2011. Retrieved from: http://freedomhouse.org/images/File/FotN/Indonesia2011.pdf
Indrawati, Murugesan .S, Raman. M. (2010)., "3G Mobile Multimedia Services (MMS) Utilization in Indonesia: an Exploratory Research". Paper presented at IEEE International Symposium on Technology and Society.
Indosat Telekom ID. Indonesia, P. I. T. (2011). Situs Resmi, Website retrieved from: http://www.indosat.com/
Internet World Status-Indonesia page, internetworldstats.com (2011).Official webpage Retrieved from: http://www.internetworldstats.com/asia/id.htm.
International Business Strategies (2010) "Broadband Market in Indonesia Market Research Repor, September 2010". International Business Strategies
Information Communications Technology, (2003). "Country Snapshots: Selected Southeast Asian Countries, November 2003". Retrieved from: web.ita.doc.gov/ITI/itiHome.nsf/.../StatisticalSnapshotPt1.pdf
ITU, International Telecommunications Union (2010). "ITU NEWS-Mobile Broadband, April, 2010." Retrieved at April 3, 2010, from ITU News.
ITU, International Telecommunications Union,Minges, Michael ( 2003)., “Is The Internet Mobile? Measurements From Asia-Pacific”.Telecommunication Development Bureau (BDT). International Telecommunications Society Asia-Australasian Regional Conference Perth, Australia 22-24 June 2003.
ITU, International Telecommunications Union (2002). “ ITU Internet Report: ‘Internet for mobile Generation’, ITU Report, Retrieved from : www.itu.int/mobileinternet
ITU, International Telecommunications Unions (2003), "Country Report: “Kretek' Indonesia case study". ITU, Geneva, Germany.
ITU, International Telecommunications Unions (2003), "Country Report: 'Multimedia Malaysia: Internet Case Study “2003, March. ITU, Country Report.Geneva, Germany.
ITU, International Telecommunications Unions (2003). "Country Report: “Pinoy Internet: Phillipnes Case Study”. 2003, March. ITU Country Report. Geneva, Germany.
ITU, International Telecommunications Unions (2003). "Country Report: “THE e- City: Singapore Internet Study”, ITU Country Report. Geneva, Germany.
ITU, International Telecommunications Unions, (2003), "Country Report: “Vietnam Internet case study”, March, 2002, ITU Country Report. Geneva, Germany.
Jitsuzumi, Toshiya, (2011)."User preference for fixed vs. mobile internet regarding quality of service: Its implications on mobile network neutrality", 8th Asia-Pacific Regional ITS Conference, Taipei 2011: Convergence in the Digital Age 52322, International Telecommunications Society (ITS).
Joo, S. H. (September 2005). "Broadband Internet Adoption in Korea: A maverick or a model to follow?" The research conference on communication, information and internet policy, (telecommunication policy research conference).
J.Scott Armstrong, Fred Collopy, “Error measures for generalizing about forecasting methods: Empirical comparisons”, International Journal of Forecasting 8(1), 69-80.
Herbert G. Thompson Jr., Christopher Garbacz, “Economic impacts of mobile versus fixed broadband”, Telecommunications Policy 35 (11), 999-1009.
Kas Kalba' (2008)."The Global Adoption and Diffusion of Mobile Phone". Havard University Research Report.
Katz, Raul. L. (2009). "Estimating Broadband Demand and Its Economics Impact in Latin America" Paper presented at the 3rd ACORN-REDECOM Conference Mexico City.
Kementerian Komunikasi dan Informatika RI, K. K. d. I. (2011). Situs Resmi, Website Retrieved from : http://kominfo.go.id/
Kero, P. (2003). "Diffusion Of The Broadband Internet in The OECD Countries." Department of Business Administration, Lappeenranta University of Technology.
Kim, B., M. Choi, et al. (2009). "User behaviors toward mobile data services: The role of perceived fee and prior experience." Expert Systems with Applications 36, 8528–8536.
Kiiski & Pohjola. ( 2002). “ Cross Country Diffusion of the Internet” UNU/WIDER, 2001. Discussion Paper No. 2001/11.
Koski, H. & T. Kretschmer (2005). "Entry, Standards and Competition: Firm Strategies and the Diffusion of Mobile Telephony." Articles in Refereed Journals (International) 26(1),89-113.
Lawrence K.Vanston, Ray L. Hodges, (2004), "Technology forecasting for telecommunications". Telektronikk 4.2004, Telenor ASA 2004.
Learning.T (2010),"Multiple Regression Analysis: Estimation”, Regression analysis with cross sectional data.
Lecg, (2009). "Economic Impact of Broadband: An Empirical Study". LECG Ltd Davidson, London WC2E 7HA, United K.
Lee, S., J. S. Brown, et al. (2011). "A Cross-Country Analysis of Fixed Broadband Deployment: Examination of Adoption Factors and Network Effect." The Journalism and Mass Communication Quarterly.
Lee, S., M. Marcu, et al. (2011). "An empirical analysis of fixed and mobile broadband diffusion." Information Economics and Policy.
LECG (2010). “Economic Impact of Broadband: An Empirical Study”. LECG Ltd, United Kingdom.
Li, Y. & J. I. Agbinya (2002). "Benefits of Fixed to Mobile Substitution In Africa." University of the Western Cape, South Africa.
Liikanen, Jukka, Stoneman, Paul, Toivanen, Otto. (1998), “Intergenerational Effects in the Diffusion of New Technology: The Case of Mobile Phones”, the wireless communication research program (brie-etla.org) of BRIE, the Berkeley Roundtable on the International Economy at the University of California at Berkeley, and ETLA, the Research Institute of the Finnish Economy.
Lu, J., C. Liu, et al. (2008). "Determinants of accepting wireless mobile data services in China." Information & Management 45,52–64.
Mao, C.-K., H.-C. Tsai, et al. (2008). "FMS patterns: Penetration vs. traffic substitution in different groups of countries." Technological Forecasting & Social Change 75,356–384.
Milagros Dones Tacero, Julián Pérez García, (2003). "The Diffusion Process of Mobile Telephony in Europe"., ISSN: 1695-1387, Depósito legal:M-29521-2004
Moutafides, G. M.& A. A. Economides (2011). "Demand for broadband access in Greece." Telematics and Informatics 28,125–141.
Morrison.J (1996). “How to Use Diffusion Model in a New Product Forecasting”., The Journal Of Business Forecasting, Summer 1996.
Nielsen global marketing and advertising research, (2011). Official Site: Nielsen.com (February 23, 2011). "Mobile Phone Penetration in Indonesia triples in Five Years." 2011 The Nielsen Company. Retrieved from: http://blog.nielsen.com/nielsenwire/global/mobile-phone-penetration-in-indonesia-triples-in-five-years/
OECD, (2008). “Broadband Growth and Policies in OECD Countries”, the results of the Organisation’s statistics gathering and research on economic, social and environmental issues, 2008
Olla, P. & N. V. Patel (2002). "A value chain model for mobile data service providers." Telecommunications Policy 26,551–571.
Park, Hun Myoung. (2009). “Linear Regression Models for Panel Data Using SAS, Stata, LIMDEP, and SPSS. Working Paper”. The University Information Technology Services (UITS) Center for Statistical and Mathematical Computing, Indiana University.”
Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia, (2010) “Report Of Foregin Private Issuer Pursuant To Rule 13 a-16 OR 15d-16 Under The Security Exhange Act of 1934”. 2009 Annual Report of Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia, TBK.
Penyelenggara Pos dan Informatika, (2011). “Data Publikasi terkini edisi December 2011”. Direktorat Jenderal Penyelenggaraan Pos dan Informatika (PERMENKOMINFO NOMOR 17/P/M.KOMINFO/10/2010)
Pringle, M. S. o. D. (2008). "HSPA Mobile Broadband overtakes fixed broadband in Indonesia." Newsroom Press Releases 2008 15 April 2008. Retrieved from: http://www.gsmworld.com/newsroom/press-releases/2008/874.htm
PT Telkom-Telkomsel Indonesia, (2011) “Situs Resmi”, Website retrieved from: http://www.telkomsel.com/
PT. Telkom Indonesia, (2009). “Tinjauan Operasional TELKOM 2009”. Laporan Tahunan PT Telkom Indonesia, Tbk. 2009.
PT. Telekomunikasi Indonesia, T. (2011). "The First Half 2011 Results." PT. Telekomunikasi Indonesia, Tbk annual reports Q1, 2011.
Raul L. Katz, (2009). "Broadband demand and economic impact in Latin America"., the 3rd ACORN-REDECOM Conference Mexico City May 22-23rd 2009.
Reuver, M. d., G. Ongena, et al. (2011). "Should mobile Internet services be an extension of the fixed Internet? Context-of-use, fixed-mobile reinforcement and personal innovativeness." Dialogic Innovation & Interaction Utrecht, the Netherlands.
Rodini, M., and M. R. Ward, et al. (2003). "Going mobile: substitutability between fixed and mobile access." Telecommunications Policy 27,457–476.
Rohman and Bohlin (2011). “An assessment of Mobile Broadband Access in Indonesia: a Demand or Supply Problem?”, Internetworking Indonesia Journal, Vol.3/No.2 (2011), ISSN: 1942-9703
Sangwon, Lee & Seonmi Lee (2010). ” An empirical study of broadband diffusion and bandwidth capacity in OECD countries”, Communications & Convergence Review 2010 2(1), 36-491.
Schejter, A. M., A. Serenko, et al. (2010). "Policy implications of market segmentation as a determinant of fixed-mobile service substitution: What it means for carriers and policy makers" Telematics and Informatics 27,90–102.
Shin, D.H. & S. H. Kweon (2011). "Evaluation of Korean information infrastructure policy 2000–2010: Focusing on broadband ecosystem change." Government Information Quarterly 28,374–387.
Sykes, A. O. (2000). "The Inaugural Coase Lecture An Introduction to Regression Analysis." Chicago Working Paper in Law & Economics.
Spire Research and Consulting Pte Ltd, (2011), " Indonesia: Asia’s mobile internet success story",Spire Research and Consulting website, retrieved from : www.spireresearch.com
Socialbakers (2011). "Facebook-statistics/indonesia#chart-intervals." Retrieved from: http://www.socialbakers.com/facebook-statistics/indonesia#chart-intervals.
Smith, Sharon (2004). “Providing telecommunications services to low-income markets in the Philippines”, The Digital Dividend “What Works” Case Study Series.
Suryanegara, M. & K. Miyazaki (2010). "Mobile Telephony Diffusion in Indonesia: Case study of the big three operators." Journal of Telecommunications Management 3(2), 130–147.
The Australian Communications and Media Authority, (2008). Fixed Mobile Convergence and Fixed Mobile Substitution in Australia.Canberra: The Australian Communications and Media Authority.Retrived on July 2008 from: http://www.acma.gov.au/WEB/STANDARD/pc=PC_311026
The Freedom of Expression Project (2009) “The Conditions of the Communication Environment for Freedom of Expression in Indonesia.”, Retrieved from:
http://www.freedomofexpression.org.uk/files/Indonesia_freedom_expression.pdf
Takuya, Y. (2009),"Statistical Ensemble Theory of Gompertz Growth Model"., Entropy 2009 11, 807-819.
Tanguturi, V. P. & Harmantzis, F. C. (2006). "Migration to 3G wireless broadband internet and real options: The case of an operator in India." Telecommunications Policy 30,400–419.
Trading Economics (2011), “Official site of Trading Economics.com about Communication Indicators In Indonesia”, Retrieved from: http://www.tradingeconomics.com/indonesia/fixed-broadband-internet-subscribers-wb-data.html
Tellabs, (2010), "Forecasting the Take-up of Mobile Broadband Services", White Paper, Tellabs.
Telecommunication and Mobile broadband service, wireless internet, modem and technology. "Telkomsel leads new mobile broadband technology: LTE and Dual Carrier HSPA+ trials." Retrieved from:
http://telecomandinternet.com/2010/07/telkomsel-leads-new-mobile-broadband-technology-lte-and-dual-carrier-hspa-trials/
Telenor (July 2008), “Socioeconomic impact of wireless broadband, “An overview of existing studies”. The OECD Ministerial Meeting on the Future of the Internet Economy. Retrived from:
http://www.telenor.com/en/resources/images/An%20overview%20of%20existing%20broadband%20studies_tcm28-28932.pdf
Vagliasindia, M., I. Guney, Taubman, C.et al. (2006).” Fixed and mobile competition in transition economies.” Telecommunications Policy 30,349–367.
Vogelsang,I (2010). "The relationship between mobile and fixed-line communications: A survey." Information Economics and Policy 22,4–17.
Ward, M. R. & G. A. Woroch (2010). "The effect of prices on fixed and mobile telephone penetration: Using price subsidies as natural experiments." Information Economics and Policy 22, 18–32.
Ward, M. R. and G. A. Woroch (2004). "Usage Substitution between Mobile Telephone and Fixed line in the U.S." Department of EconomicsUniversity of Texas.
Wattegama, C., J. Soehardjo, et al. (March). "Telecom Regulatory and Policy Environment in Indonesia Results and Analysis of the 2008 TRE Survey." TRE Survey.
Wright & Don Charlett, (1995). “New Product Diffusion Models in Marketing: An Assessment of Two Approaches” Marketing Bulletin 6(4),32-41.
Yahoo-TNS Indonesia,(2009).”Official website”. Website retrieved from : http://www.tnsglobal.com/global/alm/indonesia/
Yahoo-TNS Indonesia, (2010),” Digital Indonesia: Internet Media Habits Decoded"., Net Index 2009 Highlights, Jakarta, 2009.
Yooa, Y., & K. Lyytinena., Yang, H. et al. (2005). "The role of standards in innovation and diffusion of broadband mobile services: The case of South Korea." Journal of Strategic Information Systems 14,323–353.
Yongsoo Kim, Tim Kelly, and Siddhartha Raja (2010,January), “Building broadband: Strategies and policies for the developing world”, Global Information and Communication Technologies (GICT) Department, World Bank.
Zain, A. & A. S. Boediman (2010). "Indonesia: Mobile Penetration, The Indonesian Mobile Market: Then and Now" Retrieved from:
http://comm215.wetpaint.com/page/Indonesia%3A+Mobile+Penetration
Zheng Yan, (2009).,”Prediction Model Based on Gompertz Function”, Beijing University of Posts and Telecommunications, Beijing,
Zita, K. (2005) “Indonesia Telecom Brief” Retrieved from: http://www.ndaventures.com/Indonesia_Telecom_Brief.pdf