IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v49y2015icp16-32.html
   My bibliography  Save this article

United States digital divide: State level analysis of spatial clustering and multivariate determinants of ICT utilization

Author

Listed:
  • Pick, James B.
  • Sarkar, Avijit
  • Johnson, Jeremy

Abstract

This study analyzes factors associated with availability and utilization of information and communication technologies (ICTs) for U.S. states. We construct an exploratory conceptual model of technology utilization in which eight dependent ICT availability and utilization factors are posited to be associated with fourteen independent socio-economic, demographic, innovation, social capital, and societal openness factors. Technology utilization variables are spatially analyzed to determine extent of agglomeration, and regression residuals are examined to eliminate spatial bias. Findings indicate social capital, education, societal openness, urbanization, and ethnicities are significantly associated with ICT utilization. We suggest important implications for policymakers at state and federal levels.

Suggested Citation

  • Pick, James B. & Sarkar, Avijit & Johnson, Jeremy, 2015. "United States digital divide: State level analysis of spatial clustering and multivariate determinants of ICT utilization," Socio-Economic Planning Sciences, Elsevier, vol. 49(C), pages 16-32.
    • Handle: RePEc:eee:soceps:v:49:y:2015:i:c:p:16-32
    DOI: 10.1016/j.seps.2014.09.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S003801211400041X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2014.09.001?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. Quibria, M. G. & Ahmed, Shamsun N. & Tschang, Ted & Reyes-Macasaquit, Mari-Len, 2003. "Digital divide: determinants and policies with special reference to Asia," Journal of Asian Economics, Elsevier, vol. 13(6), pages 811-825, January.
    2. Prieger, James E., 2013. "The broadband digital divide and the economic benefits of mobile broadband for rural areas," Telecommunications Policy, Elsevier, vol. 37(6), pages 483-502.
    3. 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.
    4. John Leslie King & Vijay Gurbaxani & Kenneth L. Kraemer & F. Warren McFarlan & K. S. Raman & C. S. Yap, 1994. "Institutional Factors in Information Technology Innovation," Information Systems Research, INFORMS, vol. 5(2), pages 139-169, June.
    5. Kiiski, Sampsa & Pohjola, Matti, 2002. "Cross-country diffusion of the Internet," Information Economics and Policy, Elsevier, vol. 14(2), pages 297-310, June.
    6. Grubesic, Tony H., 2006. "A spatial taxonomy of broadband regions in the United States," Information Economics and Policy, Elsevier, vol. 18(4), pages 423-448, November.
    7. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    8. Buys, Piet & Dasgupta, Susmita & Thomas, Timothy S. & Wheeler, David, 2009. "Determinants of a Digital Divide in Sub-Saharan Africa: A Spatial Econometric Analysis of Cell Phone Coverage," World Development, Elsevier, vol. 37(9), pages 1494-1505, September.
    9. Kevin Zhu & Kenneth L. Kraemer, 2005. "Post-Adoption Variations in Usage and Value of E-Business by Organizations: Cross-Country Evidence from the Retail Industry," Information Systems Research, INFORMS, vol. 16(1), pages 61-84, March.
    10. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    11. Steven John Simon, 2004. "Critical Success Factors for Electronic Services: Challenges for Developing Countries," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 7(2), pages 31-53, April.
    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. Setthasuravich, Prasongchai & Sirikhan, Kulacha & Kato, Hironori, 2022. "Spatial Econometric Analysis of the Digital Divide in Thailand at the Sub-District Level: Patterns and Determinants," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265668, International Telecommunications Society (ITS).
    2. Hernández de Rojas, Félix & Pita, Pilar Rodríguez & Pérez Martínez, Jorge Emiliano, 2024. "The phenomena of contagion of digitalization inside European Regions," 24th ITS Biennial Conference, Seoul 2024. New bottles for new wine: digital transformation demands new policies and strategies 302495, International Telecommunications Society (ITS).
    3. Zhi Fang & Li Huang & Huan Zhang, 2023. "Analyzing the Impact of Geographic Environment Differences on the Dual Backwardness of Rural Economy and Information in the Perspective of Digital Poverty," Sustainability, MDPI, vol. 15(5), pages 1-11, February.
    4. Alathur, Sreejith & Vigneswara Ilavarasan, P. & Gupta, M.P., 2016. "Determinants of e-participation in the citizens and the government initiatives: Insights from India," Socio-Economic Planning Sciences, Elsevier, vol. 55(C), pages 25-35.
    5. Yuanren Zhou & Menggen Chen & Xiaojie Liu & Yun Chen, 2024. "A New Framework, Measurement, and Determinants of the Digital Divide in China," Mathematics, MDPI, vol. 12(14), pages 1-30, July.
    6. Wang, Di & Zhou, Tao & Lan, Feng & Wang, Mengmeng, 2021. "ICT and socio-economic development: Evidence from a spatial panel data analysis in China," Telecommunications Policy, Elsevier, vol. 45(7).
    7. Amir Hassan Zadeh & Hamed M. Zolbanin & Ramesh Sharda & Dursun Delen, 2019. "Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis," Information Systems Frontiers, Springer, vol. 21(4), pages 743-760, August.
    8. Sha, Kritika & Taeihagh, Araz & De Jong, Martin, 2024. "Governing disruptive technologies for inclusive development in cities: A systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    9. Viktor Ivanovich Blanutsa, 2022. "Regionalization of the Digital Economic Space: Contours of Emerging Approaches," Spatial Economics=Prostranstvennaya Ekonomika, Economic Research Institute, Far Eastern Branch, Russian Academy of Sciences (Khabarovsk, Russia), issue 2, pages 56-82.
    10. Silvana Rossy Brito & Aleksandra Socorro da Silva & Eulália Carvalho Mata & Nandamudi Lankalapalli Vijaykumar & Cláudio Alex Jorge Rocha & Maurílio Abreu Monteiro & João Crisóstomo Weyl Albuquerque Co, 2018. "An approach to evaluate large-scale ICT training interventions," Information Systems Frontiers, Springer, vol. 20(4), pages 883-899, August.
    11. Setthasuravich, Prasongchai & Kato, Hironori, 2020. "The mediating role of the digital divide in outcomes of short-term transportation policy in Thailand," Transport Policy, Elsevier, vol. 97(C), pages 161-171.
    12. 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.
    13. Wang, Di & Zhou, Tao & Wang, Mengmeng, 2021. "Information and communication technology (ICT), digital divide and urbanization: Evidence from Chinese cities," Technology in Society, Elsevier, vol. 64(C).
    14. Sarkar, Avijit & Pick, James B. & Johnson, Jeremy, 2015. "Africa's digital divide: Geography, policy, and implications," 2015 Regional ITS Conference, Los Angeles 2015 146339, International Telecommunications Society (ITS).
    15. Zhouying Song & Tao Song & Yu Yang & Zhenbo Wang, 2019. "RETRACTED: Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis," Sustainability, MDPI, vol. 11(17), pages 1, August.
    16. Silvana Rossy Brito & Aleksandra Socorro da Silva & Eulália Carvalho Mata & Nandamudi Lankalapalli Vijaykumar & Cláudio Alex Jorge Rocha & Maurílio Abreu Monteiro & João Crisóstomo Weyl Albuquerque Co, 0. "An approach to evaluate large-scale ICT training interventions," Information Systems Frontiers, Springer, vol. 0, pages 1-17.
    17. Stolbov, Mikhail & Shchepeleva, Maria, 2020. "What predicts the legal status of cryptocurrencies?," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 273-291.
    18. Jun Wen & Hadi Hussain & Renai Jiang & Junaid Waheed, 2023. "Overcoming the Digital Divide With ICT Diffusion: Multivariate and Spatial Analysis at China’s Provincial Level," SAGE Open, , vol. 13(1), pages 21582440231, March.
    19. Hilbert, Martin, 2016. "The bad news is that the digital access divide is here to stay: Domestically installed bandwidths among 172 countries for 1986–2014," Telecommunications Policy, Elsevier, vol. 40(6), pages 567-581.
    20. Lucendo-Monedero, Ángel Luis & Ruiz-Rodríguez, Francisca & González-Relaño, Reyes, 2023. "The information society and socio-economic sustainability in european regions. Spatio-temporal changes between 2011 and 2020," Technology in Society, Elsevier, vol. 75(C).
    21. Ali, Mohammad Afshar & Alam, Khorshed & Taylor, Brad, 2020. "Measuring the concentration of information and communication technology infrastructure in Australia: Do affordability and remoteness matter?," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    22. Jingrong Tan & Lin Chen, 2022. "Spatial Effect of Digital Economy on Particulate Matter 2.5 in the Process of Smart Cities: Evidence from Prefecture-Level Cities in China," IJERPH, MDPI, vol. 19(21), pages 1-20, November.

    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. Sarkar, Avijit & Pick, James B. & Johnson, Jeremy, 2015. "Africa's digital divide: Geography, policy, and implications," 2015 Regional ITS Conference, Los Angeles 2015 146339, International Telecommunications Society (ITS).
    2. Pick, James B. & Nishida, Tetsushi, 2015. "Digital divides in the world and its regions: A spatial and multivariate analysis of technological utilization," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 1-17.
    3. Margarita Billon & Fernando Lera-Lopez & Rocio Marco, 2016. "ICT use by households and firms in the EU: links and determinants from a multivariate perspective," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 629-654, November.
    4. 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.
    5. Ventura, Eva & Satorra, Albert, 2015. "A multiple indicator model for panel data: an application to ICT area-level variation," 26th European Regional ITS Conference, Madrid 2015 127191, International Telecommunications Society (ITS).
    6. 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.
    7. Jun Wen & Hadi Hussain & Renai Jiang & Junaid Waheed, 2023. "Overcoming the Digital Divide With ICT Diffusion: Multivariate and Spatial Analysis at China’s Provincial Level," SAGE Open, , vol. 13(1), pages 21582440231, March.
    8. 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.
    9. 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.
    10. Mona Badran, 2014. "Young people and the digital divide in Egypt: an empirical study," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 4(2), pages 223-250, December.
    11. Menzie D. Chinn & Robert W. Fairlie, 2010. "ICT Use in the Developing World: An Analysis of Differences in Computer and Internet Penetration," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 153-167, February.
    12. Martínez-Domínguez, Marlen & Mora-Rivera, Jorge, 2020. "Internet adoption and usage patterns in rural Mexico," Technology in Society, Elsevier, vol. 60(C).
    13. 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.
    14. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 0. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 0, pages 1-20.
    15. 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.
    16. Margarita Billon & Fernando Lera-Lopez & Rocío Marco, 2010. "Differences in digitalization levels: a multivariate analysis studying the global digital divide," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(1), pages 39-73, April.
    17. Neokosmidis, Ioannis & Avaritsiotis, Nikolaos & Ventoura, Zoe & Varoutas, Dimitris, 2015. "Assessment of the gap and (non-)Internet users evolution based on population biology dynamics," Telecommunications Policy, Elsevier, vol. 39(1), pages 14-37.
    18. Margarita Billon & Roberto Ezcurra & Fernando Lera‐López, 2009. "Spatial Effects in Website Adoption by Firms in European Regions," Growth and Change, Wiley Blackwell, vol. 40(1), pages 54-84, March.
    19. Teklemariam, Mekuria Haile & Kwon, Youngsun, 2020. "Differentiating mobile broadband policies across diffusion stages: A panel data analysis," Telecommunications Policy, Elsevier, vol. 44(8).
    20. Li, Raymond & Shiu, Alice, 2012. "Internet diffusion in China: A dynamic panel data analysis," Telecommunications Policy, Elsevier, vol. 36(10), pages 872-887.

    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:soceps:v:49:y:2015:i:c:p:16-32. 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/locate/seps .

    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.