IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v13y2022i3d10.1007_s13132-021-00795-w.html
   My bibliography  Save this article

ICT Diffusion, Industrialisation and Economic Growth Nexus: an International Cross-country Analysis

Author

Listed:
  • Charles Shaaba Saba

    (University of Johannesburg)

  • Nicholas Ngepah

    (University of Johannesburg)

Abstract

This study examines the ICT diffusion-industrialisation-economic growth nexus for 171 countries over the period 2000–2018. The panel data was divided into four income groups. For the analysis, the newly developed panel VAR in generalized method of moment (GMM) estimation approach was applied. Our findings suggest a long-run equilibrium relationship between the three variables. While a strong evidence of two-way causality among the three variables in the entire sample and four income groups were reported. The panel VAR results suggest that at global level, ICT diffusion has negative and positive impact on industrialisation and growth, respectively, while industrialisation has negative impact on growth. Thus, there is need to promote realistic policies that will enhance ICT diffusion and industrialisation concurrently in order to promote growth globally. An increase and improvement in ICT diffusion will encourage, facilitate and accelerate the process of industrialisation and aggregate output to move in similar direction globally.

Suggested Citation

  • Charles Shaaba Saba & Nicholas Ngepah, 2022. "ICT Diffusion, Industrialisation and Economic Growth Nexus: an International Cross-country Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2030-2069, September.
  • Handle: RePEc:spr:jknowl:v:13:y:2022:i:3:d:10.1007_s13132-021-00795-w
    DOI: 10.1007/s13132-021-00795-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-021-00795-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-021-00795-w?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. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Ayoub Yousefi, 2011. "The impact of information and communication technology on economic growth: evidence from developed and developing countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(6), pages 581-596, November.
    3. Wong, Kar-yiu & Yip, Chong K, 1999. "Industrialization, Economic Growth, and International Trade," Review of International Economics, Wiley Blackwell, vol. 7(3), pages 522-540, August.
    4. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    5. Thompson, Herbert Jr. & Garbacz, Christopher, 2007. "Mobile, fixed line and Internet service effects on global productive efficiency," Information Economics and Policy, Elsevier, vol. 19(2), pages 189-214, June.
    6. Canova, Fabio & Ciccarelli, Matteo, 2004. "Forecasting and turning point predictions in a Bayesian panel VAR model," Journal of Econometrics, Elsevier, vol. 120(2), pages 327-359, June.
    7. Xinshen Diao & Margaret McMillan & Dani Rodrik, 2019. "The Recent Growth Boom in Developing Economies: A Structural-Change Perspective," Springer Books, in: Machiko Nissanke & José Antonio Ocampo (ed.), The Palgrave Handbook of Development Economics, chapter 9, pages 281-334, Springer.
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    9. Helmut Lütkepohl, 2005. "New Introduction to Multiple Time Series Analysis," Springer Books, Springer, number 978-3-540-27752-1, October.
    10. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    11. Shahbaz, Muhammad, 2012. "Does trade openness affect long run growth? Cointegration, causality and forecast error variance decomposition tests for Pakistan," Economic Modelling, Elsevier, vol. 29(6), pages 2325-2339.
    12. Oumar Nabe, 1983. "Military Expenditures and Industrialization in Africa," Journal of Economic Issues, Taylor & Francis Journals, vol. 17(2), pages 575-587, June.
    13. Margaret S. McMillan & Dani Rodrik & Claudia Sepúlveda, 2017. "Structural Change, Fundamentals, and Growth," World Bank Publications - Books, The World Bank Group, number 26528.
    14. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    15. Charles Shaaba Saba & Nicholas Ngepah, 2019. "A cross-regional analysis of military expenditure, state fragility and economic growth in Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(6), pages 2885-2915, November.
    16. Gui-Diby, Steve Loris, 2014. "Impact of foreign direct investments on economic growth in Africa: Evidence from three decades of panel data analyses," Research in Economics, Elsevier, vol. 68(3), pages 248-256.
    17. Eric Evans Osei Opoku & Isabel Kit-Ming Yan, 2019. "Industrialization as driver of sustainable economic growth in Africa," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(1), pages 30-56, January.
    18. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    19. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    20. Peter Perkins & Johann Fedderke & John Luiz, 2005. "An Analysis Of Economic Infrastructure Investment In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 73(2), pages 211-228, June.
    21. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    22. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross‐sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433, November.
    23. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    24. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    25. Adams, Samuel, 2009. "Foreign Direct investment, domestic investment, and economic growth in Sub-Saharan Africa," Journal of Policy Modeling, Elsevier, vol. 31(6), pages 939-949, November.
    26. Josh Lerner, 2010. "The future of public efforts to boost entrepreneurship and venture capital," Small Business Economics, Springer, vol. 35(3), pages 255-264, October.
    27. Kais Saidi & Hassen Toumi & Saida Zaidi, 2017. "Impact of Information Communication Technology and Economic Growth on the Electricity Consumption: Empirical Evidence from 67 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 789-803, September.
    28. A. P. Thirlwall, 2015. "Testing Kaldor’s Growth Laws across the Countries of Africa," Palgrave Studies in the History of Economic Thought, in: Essays on Keynesian and Kaldorian Economics, chapter 15, pages 339-351, Palgrave Macmillan.
    29. Gui-Diby, Steve Loris & Renard, Mary-Françoise, 2015. "Foreign Direct Investment Inflows and the Industrialization of African Countries," World Development, Elsevier, vol. 74(C), pages 43-57.
    30. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    31. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    32. Vu, Khuong & Hanafizadeh, Payam & Bohlin, Erik, 2020. "ICT as a driver of economic growth: A survey of the literature and directions for future research," Telecommunications Policy, Elsevier, vol. 44(2).
    33. Bera, Subhasis, 2019. "Club convergence and drivers of digitalization across Indian states," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    34. W. McCausland & Ioannis Theodossiou, 2012. "Is manufacturing still the engine of growth?," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 35(1), pages 79-92.
    35. Adams, Samuel & Opoku, Eric Evans Osei, 2015. "Foreign direct investment, regulations and growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 47(C), pages 48-56.
    36. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    37. Kais Saidi & Mounir Ben Mbarek & Mounira Amamri, 2018. "Causal Dynamics between Energy Consumption, ICT, FDI, and Economic Growth: Case Study of 13 MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 228-238, March.
    38. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R. & Bele, Samadhan K., 2014. "Economic growth and the development of telecommunications infrastructure in the G-20 countries: A panel-VAR approach," Telecommunications Policy, Elsevier, vol. 38(7), pages 634-649.
    39. Margaret McMillan & Dani Rodrik & Claudia Sepulveda, 2017. "Structural Change, Fundamentals and Growth: A Framework and Case Studies," NBER Working Papers 23378, National Bureau of Economic Research, Inc.
    40. David, Oladipo Olalekan, 2019. "Nexus between telecommunication infrastructures, economic growth and development in Africa: Panel vector autoregression (P-VAR) analysis," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    41. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    42. Marconi, Nelson & Reis, Cristina Fróes de Borja & Araújo, Eliane Cristina de, 2016. "Manufacturing and economic development: The actuality of Kaldor's first and second laws," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 75-89.
    43. S. Necmi, 1999. "Kaldor's growth analysis revisited," Applied Economics, Taylor & Francis Journals, vol. 31(5), pages 653-660.
    44. Daniel Sakyi & Richmond Commodore & Eric Evans Osei Opoku, 2015. "Foreign Direct Investment, Trade Openness and Economic Growth in Ghana: An Empirical Investigation," Journal of African Business, Taylor & Francis Journals, vol. 16(1-2), pages 1-15, January.
    45. Akinlo, A. Enisan, 2004. "Foreign direct investment and growth in Nigeria: An empirical investigation," Journal of Policy Modeling, Elsevier, vol. 26(5), pages 627-639, July.
    46. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    47. Saba, Charles Shaaba & David, Oladipo Olalekan, 2020. "Convergence patterns in global ICT: Fresh insights from a club clustering algorithm," Telecommunications Policy, Elsevier, vol. 44(10).
    48. Dani Rodrik, 2014. "The Past, Present, and Future of Economic Growth," Challenge, Taylor & Francis Journals, vol. 57(3), pages 5-39.
    49. Lam, Pun-Lee & Shiu, Alice, 2010. "Economic growth, telecommunications development and productivity growth of the telecommunications sector: Evidence around the world," Telecommunications Policy, Elsevier, vol. 34(4), pages 185-199, May.
    50. John Page, 2011. "Should Africa Industrialize?," WIDER Working Paper Series wp-2011-047, World Institute for Development Economic Research (UNU-WIDER).
    51. Zhao, Jingfeng & Tang, Jianmin, 2018. "Industrial structure change and economic growth: A China-Russia comparison," China Economic Review, Elsevier, vol. 47(C), pages 219-233.
    52. Page, John, 2011. "Should Africa Industrialize?," WIDER Working Paper Series 047, World Institute for Development Economic Research (UNU-WIDER).
    53. Cronin, Francis J. & Parker, Edwin B. & Colleran, Elisabeth K. & Gold, Mark A., 1991. "Telecommunications infrastructure and economic growth : An analysis of causality," Telecommunications Policy, Elsevier, vol. 15(6), pages 529-535, December.
    54. Charles Shaaba Saba & Nicholas Ngepah, 2020. "Empirical Analysis of Military Expenditure and Industrialisation Nexus: A Regional Approach for Africa," International Economic Journal, Taylor & Francis Journals, vol. 34(1), pages 58-84, January.
    55. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    56. Ward, Michael R. & Zheng, Shilin, 2016. "Mobile telecommunications service and economic growth: Evidence from China," Telecommunications Policy, Elsevier, vol. 40(2), pages 89-101.
    57. Madden, Gary & Savage, Scott J., 1998. "CEE telecommunications investment and economic growth," Information Economics and Policy, Elsevier, vol. 10(2), pages 173-195, June.
    58. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    59. Anita Prakash, 2019. "The Role of Industrialisation and ICT in Africa’s Growth and Integration into Global Value Chains," Working Papers PB-2019-01, Economic Research Institute for ASEAN and East Asia (ERIA).
    60. Chakraborty, Chandana & Nandi, Banani, 2011. "'Mainline' telecommunications infrastructure, levels of development and economic growth: Evidence from a panel of developing countries," Telecommunications Policy, Elsevier, vol. 35(5), pages 441-449, June.
    61. Nadiri, M. Ishaq & Nandi, Banani & Akoz, Kemal Kivanc, 2018. "Impact of modern communication infrastructure on productivity, production structure and factor demands of US industries: Impact revisited," Telecommunications Policy, Elsevier, vol. 42(6), pages 433-451.
    62. Haraguchi, Nobuya & Cheng, Charles Fang Chin & Smeets, Eveline, 2017. "The Importance of Manufacturing in Economic Development: Has This Changed?," World Development, Elsevier, vol. 93(C), pages 293-315.
    63. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    64. Alice Shiu & Pun-Lee Lam, 2008. "Causal Relationship between Telecommunications and Economic Growth in China and its Regions," Regional Studies, Taylor & Francis Journals, vol. 42(5), pages 705-718.
    65. Kais Saidi & Lobna Hassen & M. Hammami, 2015. "Econometric Analysis of the Relationship Between ICT and Economic Growth in Tunisia," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(4), pages 1191-1206, December.
    66. Maneejuk, Paravee & Yamaka, Woraphon, 2020. "An analysis of the impacts of telecommunications technology and innovation on economic growth," Telecommunications Policy, Elsevier, vol. 44(10).
    67. Marcel Fafchamps & Said El Hamine & Albert Zeufack, 2008. "Learning to Export: Evidence from Moroccan Manufacturing †," Journal of African Economies, Centre for the Study of African Economies, vol. 17(2), pages 305-355, March.
    68. Sotiris Papaioannou & Sophia Dimelis, 2007. "Information Technology as a Factor of Economic Development: Evidence from Developed and Developing Countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(3), pages 179-194.
    69. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    70. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    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. Xiang, Xiandeng & Cheng, Manli & Wu, Tong, 2023. "Resources extraction, industrial sector, and economic growth: Middle East and North African economies overview," Resources Policy, Elsevier, vol. 86(PA).
    2. Charles S. Saba & Simplice A. Asongu & Nicholas Ngepah & Yolande E. Ngoungou, 2023. "Governance in the exploration of global and regional determinants of ICT development," Working Papers of the African Governance and Development Institute. 23/040, African Governance and Development Institute..
    3. Achuo, Elvis D., 2023. "Resource wealth and the development dilemma in Africa: The role of policy syndromes," Resources Policy, Elsevier, vol. 83(C).
    4. Xue, Pengcheng & Du, Jianhua & Liu, Jiaxin & Li, Zhipeng & Albahooth, Bayan & Yang, Yiting, 2023. "Natural resources and economic perspective: Manufacturing value added for Europe and Central Asian economies," Resources Policy, Elsevier, vol. 86(PA).
    5. Thomas Habanabakize & Zandri Dickason-Koekemoer, 2023. "The Role of Industrialization on Employment and Economic Growth in South Africa," International Journal of Economics and Financial Issues, Econjournals, vol. 13(6), pages 116-123, November.
    6. Xu, Yanling & Xu, Tian & Huang, Xiying & Chu, Chien-Chi, 2024. "Natural resources a curse or blessing: The story of Latin American and Caribbean economies employing bootstrap quantile method," Resources Policy, Elsevier, vol. 90(C).
    7. Ekene ThankGod Emeka & Jonathan E. Ogbuabor & Emmanuel O. Nwosu, 2024. "Effects of public infrastructural development and industrialization on economic complexity in Africa: Emerging insight from panel data analysis," African Development Review, African Development Bank, vol. 36(1), pages 97-110, March.
    8. Jin, Canyang & Xu, Aiting & Zhu, Yuhan & Li, Jinchang, 2023. "Technology growth in the digital age: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 187(C).

    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. Saba, Charles S., 2023. "Investigation of Telecommunication Infrastructures-Industrialisation-Growth Nexus: Evidence from Disaggregated Panel Data Analysis," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 76(2), pages 209-264.
    2. Charles Shaaba Saba & Nicholas Ngepah, 2022. "Nexus between telecommunication infrastructures, defence and economic growth: a global evidence," Netnomics, Springer, vol. 22(2), pages 139-177, October.
    3. Charles Shaaba Saba & Nicholas Ngepah, 2020. "Empirical Analysis of Military Expenditure and Industrialisation Nexus: A Regional Approach for Africa," International Economic Journal, Taylor & Francis Journals, vol. 34(1), pages 58-84, January.
    4. Abdulqadir, Idris A. & Asongu, Simplice A., 2022. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61.
    5. Abdulqadir, Idris & Asongu, Simplice, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression," MPRA Paper 109904, University Library of Munich, Germany.
    6. Dehghan Shabani, Zahra & Shahnazi, Rouhollah, 2019. "Energy consumption, carbon dioxide emissions, information and communications technology, and gross domestic product in Iranian economic sectors: A panel causality analysis," Energy, Elsevier, vol. 169(C), pages 1064-1078.
    7. Rudra P. Pradhan, Mak B. Arvin, & Mahendhiran Nair, Jay Mittal, & Neville R. Norman, 2017. "Telecommunications infrastructure and usage and the FDI–growth nexus: evidence from Asian-21 countries "Abstract: This paper examines causal relationships between telecommunications infrastructur," Department of Economics - Working Papers Series 2032, The University of Melbourne.
    8. David, Oladipo Olalekan, 2019. "Nexus between telecommunication infrastructures, economic growth and development in Africa: Panel vector autoregression (P-VAR) analysis," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    9. MAÏ ASSAN CHEDI, Maman, 2022. "Does Defence Expenditure Affect Education and Health expenditures in Saharan Africa?," African Journal of Economic Review, African Journal of Economic Review, vol. 10(4), September.
    10. Raéf Bahrini & Alaa A. Qaffas, 2019. "Impact of Information and Communication Technology on Economic Growth: Evidence from Developing Countries," Economies, MDPI, vol. 7(1), pages 1-13, March.
    11. Ryan H. Murphy & Colin O’Reilly, 2019. "Applying panel vector autoregression to institutions, human capital, and output," Empirical Economics, Springer, vol. 57(5), pages 1633-1652, November.
    12. Bessan Ayédoun, Eudoxie & Ayédoun, Christian, 2020. "Développement des Infrastructures de Télécommunication et Croissance Economique dans les Pays de l’UEMOA: une Analyse de la Causalité sur Données de Panel à partir d’un VECM [Telecommunication Infr," MPRA Paper 104459, University Library of Munich, Germany, revised 01 Feb 2021.
    13. Bakry, Walid & Nghiem, Xuan-Hoa & Farouk, Sherine & Vo, Xuan Vinh, 2023. "Does it hurt or help? Revisiting the effects of ICT on economic growth and energy consumption: A nonlinear panel ARDL approach," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 597-617.
    14. Ejike Udeogu & Shampa Roy-Mukherjee & Uzochukwu Amakom, 2021. "Does Increasing Product Complexity and Diversity Cause Economic Growth in the Long-Run? A GMM Panel VAR Evidence," SAGE Open, , vol. 11(3), pages 21582440211, August.
    15. Getachew Jenber Feleke & Prof. Jiong Gong, 2022. "Impact of Information Communication Technology Infrastructure and Energy on Industrial Value-added Growth of Africa," International Journal of Science and Business, IJSAB International, vol. 13(1), pages 45-61.
    16. Kallal, Rahim & Haddaji, Abir & Ftiti, Zied, 2021. "ICT diffusion and economic growth: Evidence from the sectorial analysis of a periphery country," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    17. Bokosi, Fanwell Kenala, 2022. "The Effects of Industrialisation on Economic Growth: Panel data evidence for SADC countries," African Journal of Economic Review, African Journal of Economic Review, vol. 10(3), June.
    18. Opoku, Eric Evans Osei & Boachie, Micheal Kofi, 2020. "The environmental impact of industrialization and foreign direct investment," Energy Policy, Elsevier, vol. 137(C).
    19. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R. & Bele, Samadhan K., 2014. "Economic growth and the development of telecommunications infrastructure in the G-20 countries: A panel-VAR approach," Telecommunications Policy, Elsevier, vol. 38(7), pages 634-649.
    20. Bertschek, Irene & Briglauer, Wolfgang & Hüschelrath, Kai & Kauf, Benedikt & Niebel, Thomas, 2016. "The economic impacts of telecommunications networks and broadband internet: A survey," ZEW Discussion Papers 16-056, ZEW - Leibniz Centre for European Economic Research.

    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:spr:jknowl:v:13:y:2022:i:3:d:10.1007_s13132-021-00795-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.