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Asymmetric relationships between information and communication technology (ICT), globalization, and human development in India: evidence from non-linear ARDL analysis

Author

Listed:
  • Jayanti Behera

    (IIT Bhubaneswar)

  • Dukhabandhu Sahoo

    (IIT Bhubaneswar)

Abstract

The objective of the paper is to examine the asymmetric relationships between ICT, globalization, and human development in India by analysing the annual data from 1991 to 2019 through the non-linear autoregressive distributed lag (NARDL) model. The result shows that positive (negative) change in globalization leads to a decline (increase) in human development in the long run. Further, a positive change in mobile density increases human development in the long run. A decline in internet density has a negative impact on human development in the long run. In the short run, a positive shock in globalization with one lag has a positive impact on human development. Moreover, a previous year positive shock in internet density has a positive effect on human development while the previous 2 years positive shock in internet density has a negative effect on human development in the short run. A negative shock in internet density with lag one has a negative effect on human development while with lag two it has a positive effect on human development. It is also found that the global financial crisis of 2008 has a negative impact on human development. Thus, it is suggested that India has to promote both globalization and ICT judiciously and consciously in order to improve human development.

Suggested Citation

  • Jayanti Behera & Dukhabandhu Sahoo, 2022. "Asymmetric relationships between information and communication technology (ICT), globalization, and human development in India: evidence from non-linear ARDL analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 11(1), pages 1-25, December.
    • Handle: RePEc:spr:jecstr:v:11:y:2022:i:1:d:10.1186_s40008-022-00269-5
    DOI: 10.1186/s40008-022-00269-5
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    as
    1. Narayana, M. R., 2010. "ICT Sector, Globalization and Urban Economic Growth: Evidence from Bangalore (India)," WIDER Working Paper Series 080, World Institute for Development Economic Research (UNU-WIDER).
    2. Erumban, Abdul A. & Das, Deb Kusum, 2016. "Information and communication technology and economic growth in India," Telecommunications Policy, Elsevier, vol. 40(5), pages 412-431.
    3. Elena Toader & Bogdan Narcis Firtescu & Angela Roman & Sorin Gabriel Anton, 2018. "Impact of Information and Communication Technology Infrastructure on Economic Growth: An Empirical Assessment for the EU Countries," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
    4. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    5. Asongu Simplice & Nwachukwu Jacinta, 2017. "Globalization and Inclusive Human Development in Africa," Man and the Economy, De Gruyter, vol. 4(1), pages 1-24, June.
    6. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    7. Sapkota, Jeet Bahadur, 2011. "Impacts of globalization on quality of life: evidence from developing countries," MPRA Paper 37506, University Library of Munich, Germany.
    8. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    9. Andrzej Cieslik, 2014. "Globalization And Human Development In Post-Transition Countries: Empirical Evidence From Panel Data," Oeconomia Copernicana, Institute of Economic Research, vol. 5(3), pages 7-27, September.
    10. Esteban Alfaro Cortés & José-Luis Alfaro Navarro, 2011. "Do ICT Influence Economic Growth and Human Development in European Union Countries?," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 17(1), pages 28-44, February.
    11. Salah Eddine Sari Hassoun & Khayereddine Salim Adda & Asma Hadjira Sebbane, 2021. "Examining the connection among national tourism expenditure and economic growth in Algeria," Future Business Journal, Springer, vol. 7(1), pages 1-9, December.
    12. Manas Tripathi & Sarveshwar Kumar Inani, 2020. "Does information and communications technology affect economic growth? Empirical evidence from SAARC countries," Information Technology for Development, Taylor & Francis Journals, vol. 26(4), pages 773-787, October.
    13. Sundeep Sahay & Geoff Walsham, 2017. "Information Technology, Innovation and Human Development: Hospital Information Systems in an Indian State," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 18(2), pages 275-292, April.
    14. Naved Ahmad, 2005. "Governance, Globalisation, and Human Development in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(4), pages 585-594.
    15. Hofman, André & Aravena, Claudio & Aliaga, Vianka, 2016. "Information and communication technologies and their impact in the economic growth of Latin America, 1990–2013," Telecommunications Policy, Elsevier, vol. 40(5), pages 485-501.
    16. Peter Romilly & Haiyan Song & Xiaming Liu, 2001. "Car ownership and use in Britain: a comparison of the empirical results of alternative cointegration estimation methods and forecasts," Applied Economics, Taylor & Francis Journals, vol. 33(14), pages 1803-1818.
    17. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    18. Simplice A. Asongu & Jacinta C. Nwachukwu, 2017. "The Comparative Inclusive Human Development of Globalisation in Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(3), pages 1027-1050, December.
    19. Albiman, Masoud Mohammed & Sulong, Zunaidah, 2017. "The linear and non-linear impacts of ICT on economic growth, of disaggregate income groups within SSA region," Telecommunications Policy, Elsevier, vol. 41(7), pages 555-572.
    20. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    21. repec:kap:iaecre:v:17:y:2011:i:1:p:28-44 is not listed on IDEAS
    22. Zhu, Susan Chun & Trefler, Daniel, 2005. "Trade and inequality in developing countries: a general equilibrium analysis," Journal of International Economics, Elsevier, vol. 65(1), pages 21-48, January.
    23. K L Krishna & Abdul Azeez Erumban & Bishwanath Goldar, 2018. "ICT investment and economic growth in India: An industry perspective," Working Papers id:12684, eSocialSciences.
    24. Sharma Basu & Gani Azmat, 2004. "The Effects of Foreign Direct Investment on Human Development," Global Economy Journal, De Gruyter, vol. 4(2), pages 1-20, December.
    25. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    26. Maryam Farhadi & Rahmah Ismail & Masood Fooladi, 2012. "Information and Communication Technology Use and Economic Growth," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-7, November.
    27. M. R. Narayana, 2010. "ICT Sector, Globalization and Urban Economic Growth: Evidence from Bangalore (India)," WIDER Working Paper Series wp-2010-080, World Institute for Development Economic Research (UNU-WIDER).
    28. Atif, Syed Muhammad & Srivastav, Mudit & Sauytbekova, Moldir & Arachchige, Udeni Kathri, 2012. "Globalization and Income Inequality: A Panel Data Analysis of 68 Countries," EconStor Preprints 65664, ZBW - Leibniz Information Centre for Economics.
    29. Narcyz Roztocki & Piotr Soja & Heinz Roland Weistroffer, 2019. "The role of information and communication technologies in socioeconomic development: towards a multi-dimensional framework," Information Technology for Development, Taylor & Francis Journals, vol. 25(2), pages 171-183, April.
    30. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    31. Ming-Chang Tsai, 2007. "Does globali zation affect human well-being?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 103-126, March.
    32. Jonathan E. Ogbuabor & Monica N. Agu & Ugbor I. Kalu, 2017. "The Social Impacts of Information and Communication Technology in Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 7(2), pages 524-529.
    33. Axel Dreher & Noel Gaston, 2008. "Has Globalization Increased Inequality?," Review of International Economics, Wiley Blackwell, vol. 16(3), pages 516-536, August.
    34. Sadullah Çelik & Ulkem Basdas, 2010. "How Does Globalization Affect Income Inequality? A Panel Data Analysis," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 16(4), pages 358-370, November.
    35. Manijeh Sabi, 2007. "Globalization and Human Development," Papers of the Annual IUE-SUNY Cortland Conference in Economics, in: Oguz Esen & Ayla Ogus (ed.), Proceedings of the Conference on Globalization and Its Discontents, pages 102-119, Izmir University of Economics.
    36. M. Sirgy & Dong-Jin Lee & Chad Miller & James Littlefield, 2004. "The Impact of Globalization on a Country's Quality of Life: Toward an Integrated Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 68(3), pages 251-298, September.
    37. Azmat Gani, 2019. "Globalisation and human development: Does export type matter?," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2235-2251, July.
    38. Hwang, Won-Sik & Shin, Jungwoo, 2017. "ICT-specific technological change and economic growth in Korea," Telecommunications Policy, Elsevier, vol. 41(4), pages 282-294.
    39. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    40. Chhorn, Theara & Chhorn, Dina, 2017. "Modelling Linkage of Globalization and Financial Development to Human Development in CLMV Region," MPRA Paper 84878, University Library of Munich, Germany, revised 01 Nov 2017.
    41. repec:kap:iaecre:v:16:y:2010:i:4:p:358-370 is not listed on IDEAS
    42. Manas Tripathi & Sarveshwar Kumar Inani, 2016. "Does internet affect economic growth in sub-Saharan Africa?," Economics Bulletin, AccessEcon, vol. 36(4), pages 1993-2002.
    43. Bjornstad, Roger & Skjerpen, Terje, 2006. "Trade and inequality in wages and unemployment," Economic Modelling, Elsevier, vol. 23(1), pages 20-44, January.
    44. Jeremiah O. Ejemeyovwi & Evans S. Osabuohien & Olawale D. Johnson & Ebenezer I. K. Bowale, 2019. "Internet usage, innovation and human development nexus in Africa: the case of ECOWAS," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-16, December.
    45. Arash Ketabforoush Badri & Parsa Ketabforoush Badri & Mostafa Cham, 2019. "ICT and Human Development in Selected Devolving Countries," International Journal of Social Sciences Perspectives, Online Academic Press, vol. 5(2), pages 30-35.
    46. Guanghua Wan, 2007. "Understanding Regional Poverty And Inequality Trends In China: Methodological Issues And Empirical Findings," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(1), pages 25-34, March.
    47. Nada Karaman Aksentijević & Zoran Ježić & Petra Adelajda Zaninović, 2021. "The Effects of Information and Communication Technology (ICT) Use on Human Development—A Macroeconomic Approach," Economies, MDPI, vol. 9(3), pages 1-12, September.
    48. Haftu, Girmay Giday, 2019. "Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach," Telecommunications Policy, Elsevier, vol. 43(1), pages 88-99.
    49. Maxwell Chukwudi Udeagha & Nicholas Ngepah, 2021. "The asymmetric effect of trade openness on economic growth in South Africa: a nonlinear ARDL approach," Economic Change and Restructuring, Springer, vol. 54(2), pages 491-540, May.
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    More about this item

    Keywords

    ICT; Globalization; Human development; NARDL;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • F00 - International Economics - - General - - - General
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

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