IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v79y2012i1p85-96.html
   My bibliography  Save this article

Bass model estimates for broadband diffusion in European countries

Author

Listed:
  • Turk, Tomaž
  • Trkman, Peter

Abstract

The paper presents a broadband diffusion analysis for European OECD member countries. The Bass diffusion model is used to estimate the total number of potential adopters, the coefficient of innovation and the coefficient of imitation. The analysis shows that if the present trends continue broadband services will not reach the 100% penetration rate in the near future. Based on these findings, the question of a possible revitalization is discussed with a focus on those segments of the population which are slower to adopt broadband. A survey of households in rural areas provides preliminary investigation of reasons for continuing non-adoption, such as social habits and lack of both knowledge and interest.

Suggested Citation

  • Turk, Tomaž & Trkman, Peter, 2012. "Bass model estimates for broadband diffusion in European countries," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 85-96.
  • Handle: RePEc:eee:tefoso:v:79:y:2012:i:1:p:85-96
    DOI: 10.1016/j.techfore.2011.06.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016251100134X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2011.06.010?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. Papacharissi, Zizi & Zaks, Anna, 2006. "Is broadband the future? An analysis of broadband technology potential and diffusion," Telecommunications Policy, Elsevier, vol. 30(1), pages 64-75, February.
    2. Willem van Winden & Paulus Woets, 2004. "Urban Broadband Internet Policies in Europe: A Critical Review," Urban Studies, Urban Studies Journal Limited, vol. 41(10), pages 2043-2059, September.
    3. Savage, Scott J. & Waldman, Donald, 2005. "Broadband Internet access, awareness, and use: Analysis of United States household data," Telecommunications Policy, Elsevier, vol. 29(8), pages 615-633, September.
    4. Trkman, Peter & Jerman Blazic, Borka & Turk, Tomaz, 2008. "Factors of broadband development and the design of a strategic policy framework," Telecommunications Policy, Elsevier, vol. 32(2), pages 101-115, March.
    5. Oecd, 2003. "Universal Service Obligations and Broadband," OECD Digital Economy Papers 68, OECD Publishing.
    6. Kiiski, Sampsa & Pohjola, Matti, 2002. "Cross-country diffusion of the Internet," Information Economics and Policy, Elsevier, vol. 14(2), pages 297-310, June.
    7. Brian Whitacre, 2008. "Factors influencing the temporal diffusion of broadband adoption: evidence from Oklahoma," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(3), pages 661-679, September.
    8. Sundqvist, Sanna & Frank, Lauri & Puumalainen, Kaisu, 2005. "The effects of country characteristics, cultural similarity and adoption timing on the diffusion of wireless communications," Journal of Business Research, Elsevier, vol. 58(1), pages 107-110, January.
    9. Jain, Dipak C & Rao, Ram C, 1990. "Effect of Price on the Demand for Durables: Modeling, Estimation, and Findings," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(2), pages 163-170, April.
    10. Kolko, Jed, 2010. "How broadband changes online and offline behaviors," Information Economics and Policy, Elsevier, vol. 22(2), pages 144-152, May.
    11. Robertson, Alastair & Soopramanien, Didier & Fildes, Robert, 2007. "Segmental new-product diffusion of residential broadband services," Telecommunications Policy, Elsevier, vol. 31(5), pages 265-275, June.
    12. Zan Oplotnik & Bostjan Brezovnik, 2004. "Financing Local Government in Theory and Practice: Short Lesson from Slovenia," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 7(2), pages 75-93, November.
    13. Mack, Elizabeth A. & Grubesic, Tony H., 2009. "Forecasting broadband provision," Information Economics and Policy, Elsevier, vol. 21(4), pages 297-311, November.
    14. Hargittai, Eszter, 1999. "Weaving the Western Web: explaining differences in Internet connectivity among OECD countries," Telecommunications Policy, Elsevier, vol. 23(10-11), pages 701-718, November.
    15. S Howick & J Whalley, 2008. "Understanding the drivers of broadband adoption: the case of rural and remote Scotland," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(10), pages 1299-1311, October.
    16. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    17. Tookey, Andrew & Whalley, Jason & Howick, Susan, 0. "Broadband diffusion in remote and rural Scotland," Telecommunications Policy, Elsevier, vol. 30(8-9), pages 481-495, September.
    18. Eskelinen, Heikki & Frank, Lauri & Hirvonen, Timo, 2008. "Does strategy matter? A comparison of broadband rollout policies in Finland and Sweden," Telecommunications Policy, Elsevier, vol. 32(6), pages 412-421, July.
    19. LaRose, Robert & Gregg, Jennifer L. & Strover, Sharon & Straubhaar, Joseph & Carpenter, Serena, 0. "Closing the rural broadband gap: Promoting adoption of the Internet in rural America," Telecommunications Policy, Elsevier, vol. 31(6-7), pages 359-373, July.
    20. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.
    21. Susan A. Brown, 2008. "Household technology adoption, use, and impacts: Past, present, and future," Information Systems Frontiers, Springer, vol. 10(4), pages 397-402, September.
    22. Hitt, Lorin & Tambe, Prasanna, 2007. "Broadband adoption and content consumption," Information Economics and Policy, Elsevier, vol. 19(3-4), pages 362-378, October.
    23. Warren, Martyn, 0. "The digital vicious cycle: Links between social disadvantage and digital exclusion in rural areas," Telecommunications Policy, Elsevier, vol. 31(6-7), pages 374-388, July.
    24. Picot, Arnold & Wernick, Christian, 0. "The role of government in broadband access," Telecommunications Policy, Elsevier, vol. 31(10-11), pages 660-674, November.
    25. Beilock, Richard & Dimitrova, Daniela V., 0. "An exploratory model of inter-country Internet diffusion," Telecommunications Policy, Elsevier, vol. 27(3-4), pages 237-252, April.
    26. Chaudhuri, Anindya & Flamm, Kenneth S. & Horrigan, John, 0. "An analysis of the determinants of internet access," Telecommunications Policy, Elsevier, vol. 29(9-10), pages 731-755, October.
    27. Zan Oplotnik & Bostjan Brezovnik, 2004. "Financing local government in Slovenia," Post-Communist Economies, Taylor & Francis Journals, vol. 16(4), pages 483-496.
    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. Niu, Geng & Jin, XiaoShu & Wang, Qi & Zhou, Yang, 2022. "Broadband infrastructure and digital financial inclusion in rural China," China Economic Review, Elsevier, vol. 76(C).
    2. 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.
    3. Xia, Yuanxing & Xu, Qingshan & Li, Fangxing, 2023. "Grid-friendly pricing mechanism for peer-to-peer energy sharing market diffusion in communities," Applied Energy, Elsevier, vol. 334(C).
    4. Kraus, Sascha & Kumar, Satish & Lim, Weng Marc & Kaur, Jaspreet & Sharma, Anuj & Schiavone, Francesco, 2023. "From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    5. 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).
    6. Fan, Zhi-Ping & Che, Yu-Jie & Chen, Zhen-Yu, 2017. "Product sales forecasting using online reviews and historical sales data: A method combining the Bass model and sentiment analysis," Journal of Business Research, Elsevier, vol. 74(C), pages 90-100.
    7. Lee, Youseok & Kim, Sang-Hoon & Cha, Kyoung Cheon, 2021. "Impact of online information on the diffusion of movies: Focusing on cultural differences," Journal of Business Research, Elsevier, vol. 130(C), pages 603-609.
    8. Bodo, Peter, 2016. "MADness in the method: On the volatility and irregularity of technology diffusion," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 2-11.
    9. Sanjay Kumar SINGH & Vijay Lakshmi SINGH, 2023. "Internet diffusion in India: A study based on Growth Curve modelling," Management Research and Practice, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 15(2), pages 29-42, June.
    10. Marco Lorenzetti & Nicola Matteucci, 2016. "La copertura digitale del territorio rurale: un?analisi sui comuni marchigiani," ECONOMIA E SOCIET? REGIONALE, FrancoAngeli Editore, vol. 2016(2), pages 92-112.
    11. Yi-Tui Chen & Fu-Chiang Yang & Shih-Heng Yu, 2017. "The Diffusion Effect of MSW Recycling," Sustainability, MDPI, vol. 10(1), pages 1-12, December.
    12. Anna Brdulak & Grażyna Chaberek & Jacek Jagodziński, 2020. "Development Forecasts for the Zero-Emission Bus Fleet in Servicing Public Transport in Chosen EU Member Countries," Energies, MDPI, vol. 13(16), pages 1-20, August.
    13. 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.
    14. Sudtasan, Tatcha, 2015. "Economic determinants of optical fiber share in total broadband connections in OECD countries," 26th European Regional ITS Conference, Madrid 2015 127179, International Telecommunications Society (ITS).
    15. 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).
    16. 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.
    17. Jinah Yang & Daiki Min & Jeenyoung Kim, 2020. "The Use of Big Data and Its Effects in a Diffusion Forecasting Model for Korean Reverse Mortgage Subscribers," Sustainability, MDPI, vol. 12(3), pages 1-17, January.
    18. Lee, Hakyeon & Kim, Sang Gook & Park, Hyun-woo & Kang, Pilsung, 2014. "Pre-launch new product demand forecasting using the Bass model: A statistical and machine learning-based approach," Technological Forecasting and Social Change, Elsevier, vol. 86(C), pages 49-64.
    19. Mitrović, Slobodan & Radojičić, Valentina & Stojanović, Mirjana & Marković, Goran, 2018. "The capacity expansion approach in optical transport networks with fixed and flexible grids," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 310-316.

    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. 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.
    2. Srinuan, Chalita & Bohlin, Erik, 2011. "Understanding the digital divide: A literature survey and ways forward," 22nd European Regional ITS Conference, Budapest 2011: Innovative ICT Applications - Emerging Regulatory, Economic and Policy Issues 52191, International Telecommunications Society (ITS).
    3. Meade, Nigel & Islam, Towhidul, 2015. "Forecasting in telecommunications and ICT—A review," International Journal of Forecasting, Elsevier, vol. 31(4), pages 1105-1126.
    4. Dohse, Dirk & Lim, Cheng Yee, 2016. "Macro-geographic location and internet adoption in poor countries: What is behind the persistent digital gap?," Kiel Working Papers 2067, Kiel Institute for the World Economy (IfW Kiel).
    5. Szeles, Monica Răileanu, 2018. "New insights from a multilevel approach to the regional digital divide in the European Union," Telecommunications Policy, Elsevier, vol. 42(6), pages 452-463.
    6. Anteneh Ayanso & Danny I. Cho & Kaveepan Lertwachara, 2014. "Information and Communications Technology Development and the Digital Divide: A Global and Regional Assessment," Information Technology for Development, Taylor & Francis Journals, vol. 20(1), pages 60-77, January.
    7. John Hudson, 2012. "Internet Banking and the Marginal Internet User," Department of Economics Working Papers 7/12, University of Bath, Department of Economics.
    8. Tony H. Grubesic, 2015. "The Broadband Provision Tensor," Growth and Change, Wiley Blackwell, vol. 46(1), pages 58-80, March.
    9. Orviska, Marta & Hudson, John, 2009. "Dividing or uniting Europe? Internet usage in the EU," Information Economics and Policy, Elsevier, vol. 21(4), pages 279-290, November.
    10. Zhang, Xiaoqun, 2013. "Income disparity and digital divide: The Internet Consumption Model and cross-country empirical research," Telecommunications Policy, Elsevier, vol. 37(6), pages 515-529.
    11. 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).
    12. Lüdering, Jochen, 2014. "The measurement of internet availability and quality in the context of the discussion on digital divide," Discussion Papers 65, Justus Liebig University Giessen, Center for international Development and Environmental Research (ZEU).
    13. Srinuan, Chalita & Bohlin, Erik, 2013. "Analysis of fixed broadband access and use in Thailand: Drivers and barriers," Telecommunications Policy, Elsevier, vol. 37(8), pages 615-625.
    14. Richard Perkins & Eric Neumayer, 2004. "The international diffusion of new technologies: a multi-technology analysis of latecomer advantage and global economic integration," Development and Comp Systems 0407001, University Library of Munich, Germany, revised 08 Dec 2004.
    15. Richard Perkins & Eric Neumayer, 2011. "Is the internet really new after all?: the determinants of telecommunications diffusion in historical perspective," LSE Research Online Documents on Economics 30800, London School of Economics and Political Science, LSE Library.
    16. Thai, Do Manh & Falch, Morten, 2018. "Universal service in Vietnam: An institutional approach," Telecommunications Policy, Elsevier, vol. 42(4), pages 323-332.
    17. Troulos, Costas & Maglaris, Vasilis, 2011. "Factors determining municipal broadband strategies across Europe," Telecommunications Policy, Elsevier, vol. 35(9), pages 842-856.
    18. Amir Manzoor, 2014. "Investigating the Factors Affecting Residential Consumer Adoption of Broadband in India," SAGE Open, , vol. 4(4), pages 21582440145, October.
    19. Grazzi, Matteo & Vergara, Sebastián, 2012. "ICT in developing countries: Are language barriers relevant? Evidence from Paraguay," Information Economics and Policy, Elsevier, vol. 24(2), pages 161-171.
    20. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 2017. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 19(4), pages 835-854, 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:tefoso:v:79:y:2012:i:1:p:85-96. 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.sciencedirect.com/science/journal/00401625 .

    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.