Investigating the Effect of ICT on Human Development – Study of BRICS

Authors

  •   Deepika Goel Associate Professor, Aryabhatta College, University of Delhi, Benito Juarez Road, New Delhi - 110 021

DOI:

https://doi.org/10.17010/aijer/2024/v13i3/173834

Keywords:

human development index

, information and communication technology, panel cointegration, Granger causality, BRICS.

JEL Classification Codes

, C330, O2, O150

Paper Submission Date

, March 20, 2024, Paper sent back for Revision, June 10, Paper Acceptance Date, June 25, 2024

Abstract

Purpose : The long-run objective of this study was to analyze the impact of Information and Communication Technology (ICT) on the Human Development Index (HDI) for BRICS countries using annual data for the period from 2000–2022.

Methodology : The long-term link between ICT and HDI for the BRICS countries from 2000 to 2022 was examined in the paper using panel cointegration and FMOLS approaches, taking into account control variables, including the gender inequality index, carbon emissions, GDP per capita, and population growth.

Findings : Empirical findings demonstrated a strong long-term correlation between the GDP per capita, gender disparity, ICT, HDI, carbon emissions, and population growth rate. The grouped mean–FMOLS estimates’ signals agreed with theoretical theories regarding the relationships between the variables. While gender inequality and carbon emissions had a negative influence on HDI, ICT and GDP per capita exhibited a favorable benefit. A substantial causative relationship between HDI and ICT, GDP per capita, population growth, and carbon emissions was found by looking at Granger causality results. However, it was shown that gender inequality did not contribute to HDI.

Practical Implications : The digitalization of services and digital payments has transformed the functioning of the economies to ensure inclusive and accelerated growth. Against this backdrop, the study analyzed the effect of ICT in promoting the development of human capital in the economy. BRICS was the choice of the sample as these countries have the potential to ride the digital progress in the global economy.

Originality : This paper contributed to the literature by exploring the relationship between BRICS countries by incorporating different variables that can affect HDI. Moreover, in light of significant economic progress, the factors that affect human development keep on evolving in countries. New studies would help the countries gain useful insights in policy making.

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Published

2024-09-01

How to Cite

Goel, D. (2024). Investigating the Effect of ICT on Human Development – Study of BRICS. Arthshastra Indian Journal of Economics & Research, 13(3), 48–64. https://doi.org/10.17010/aijer/2024/v13i3/173834

References

A4AI. (2022, February 28). Advancing meaningful connectivity: Towards active & participatory digital societies. Alliance for Affordable Internet. https://a4ai.org/research/advancing-meaningful-connectivity-towards-active-and-participatory-digital-societies/

Ahmed, E. M., & Krishnasamy, G. (2012). Telecommunications investment and economic growth in ASEAN5: An assessment from UECM. New Zealand Economic Papers, 46(3), 315–332. https://doi.org/10.1080/00779954.2012.695180

Ahmed, E. M., & Ridzuan, R. (2013). The impact of ICT on East Asian economic growth: Panel estimation approach. Journal of the Knowledge Economy, 4, 540–555. https://doi.org/10.1007/s13132-012-0096-5

Albiman, M. M., & Sulong, Z. (2017). The linear and non-linear impacts of ICT on economic growth, of disaggregate income groups within SSA region. Telecommunications Policy, 41(7–8), 555–572. https://doi.org/10.1016/j.telpol.2017.07.007

Ansari, M. N., & Jamaluddeen. (2023). Impact of wage digitization on the savings and financial inclusion of tea garden workers of West Bengal (India). Arthshastra Indian Journal of Economics & Research, 12(4), 39–51. https://doi.org/10.17010/aijer/2023/v12i4/173305

Azam, A., Rafiq, M., Shafique, M., Yuan, J., & Salem, S. (2021). Human development index, ICT, and renewable energy-growth nexus for sustainable development: A novel PVAR analysis. Frontiers in Energy Research, 9, 760758. https://doi.org/10.3389/fenrg.2021.760758

Badri, A. K., Badri, P. K., & Cham, M. (2019). ICT and human development in selected devolving countries. International Journal of Social Sciences Perspectives, 5(2), 30–35. https://doi.org/10.33094/7.2017.2019.52.30.35

Behera, J., & Sahoo, D. (2022). Asymmetric relationships between information and communication technology (ICT), globalization, and human development in India: Evidence from non-linear ARDL analysis. Economic Structures, 11(1), 10. https://doi.org/10.1186/s40008-022-00269-5

Bhattacharya, A. (2021). Impact of information and communication technology on human development: A cross-country analysis. In Comparative advantage in the knowledge economy: A national and organizational resource (pp. 97–111). Emerald Publishing Limited. https://doi.org/10.1108/978-1-80071-040-520210009

Campbell, J. A., McIntyre, J., & Kucirkova, N. (2021). Gender equality, human development, and PISA results over time. Social Sciences, 10(12), 480. https://doi.org/10.3390/socsci10120480

Chakraborty, C., & Nandi, B. (2011). 'Mainline' telecommunications infrastructure, levels of development and economic growth: Evidence from a panel of developing countries. Telecommunications Policy, 35(5), 441–449. https://doi.org/10.1016/j.telpol.2011.03.004

Chiappero-Martinetti, E., von Jacobi, N., & Signorelli, M. (2015). Human development and economic growth. In J. Hölscher & H. Tomann (eds.), Palgrave dictionary of emerging markets and transition economics (pp. 223–244). Palgrave Macmillan. https://doi.org/10.1007/978-1-137-37138-6_13

D'silva, S. (2022). Services Trade: India's contribution to regional trading arrangements amidst COVID-19. Arthshastra Indian Journal of Economics & Research, 11(1), 24–36. https://doi.org/10.17010/aijer/2022/v11i1/169677

Demirguc-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The global Findex database 2021 : Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank Group. http://documents.worldbank.org/curated/en/099818107072234182/IDU06a834fe908933040670a6560f44e3f4d35b7

Donou-Adonsou, F. (2019). Technology, education, and economic growth in Sub-Saharan Africa. Telecommunications Policy, 43(4), 353–360. https://doi.org/10.1016/j.telpol.2018.08.005

Dumitrescu, E.-I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014

Ebrahimi, F., Torabi, T., Ghaffari, F., Emami Jaze, K., & Peykarjou, K. (2022). The impact of ICT on economic growth using ICT development index a case study of selected countries. International Journal of Finance, Accounting and Economics Studies, 3(2), 79–90. https://ijfaes.srbiau.ac.ir/article_21155.html

Fadillah, N., & Setiartiti, L. (2021). Analysis of factors affecting human development index in special regional of Yogyakarta. Journal of Economics Research and Social Sciences, 5(1), 88–104. https://doi.org/10.18196/jerss.v5i1.11036

Ghosh, S. (2017). Broadband penetration and economic growth: Do policies matter? Telematics and Informatics, 34(5), 676–693. https://doi.org/10.1016/j.tele.2016.12.007

Gupta, S., Jain, M., & Nagpal, A. (2019). An empirical investigation on associated linkage between human development and ICT: A South Asian perspective (MPRA Working Paper No. 96167). Munich Personal RePEc Archive. https://mpra.ub.uni-muenchen.de/96167/

Hammed, Y. S., & Ademosu, S. T. (2023). ICT innovation, FDI and economic growth: Evidence from BRICS. Journal of Economics and Behavioral Studies, 15(2 (J)), 20–32. https://doi.org/10.22610/jebs.v15i2(J).3508

International Telecommunications Union. (2023). Digital development dashboard. https://docs.edtechhub.org/lib/FS45JUH5

International Telecommunications Union. (2024). Measuring digital development: ICT Development Index 2024. https://www.itu.int/itu-d/reports/statistics/idi2024/

International Trade Centre. (2022). BRICS digital economy report 2022. ITC. https://intracen.org/sites/default/files/media/file/media_file/2022/12/19/itc_brics_digital_economy_report_2022.pdf

Kakkad, S. A., & Jadhav, H. V. (2021). A detailed analysis of selected digital payment systems in India. Arthshastra Indian Journal of Economics & Research, 10(1), 41–58. https://doi.org/10.17010/aijer/2021/v10i1/155366

Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1–44. https://doi.org/10.1016/S0304-4076(98)00023-2

Kazar, G., & Kazar, A. (2014). The renewable energy production-economic development nexus. International Journal of Energy Economics and Policy, 4(2), 312–319. https://dergipark.org.tr/en/pub/ijeeep/issue/31909/350809

Kemp, S. (2024, January 31). Digital 2024: Global overview report. https://datareportal.com/reports/digital-2024-global-overview-report

Kuswanto. (2021). The impact of economic growth on the human development index in Jambi province in 2004–2019. Asian Journal of Economics, Business and Accounting, 21(12), 22–28. https://doi.org/10.9734/ajeba/2021/v21i1230449

Latif, N., Rafeeq, R., Safdar, N., Liaquat, M., Younas, K., & Ahmad, S. (2023). Investigating the role of economic integration and financial development: Rebound effect and green ICT in BRICS. Sustainable Futures, 6, 100126. https://doi.org/10.1016/j.sftr.2023.100126

Latif, Z., Mengke, Y., Danish, Latif, S., Ximei, L., Pathan, Z. H., Salam, S., & Jianqiu, Z. (2018). The dynamics of ICT, foreign direct investment, globalization and economic growth: Panel estimation robust to heterogeneity and cross-sectional dependence. Telematics and Informatics, 35(2), 318–328. https://doi.org/10.1016/j.tele.2017.12.006

Levin, A., Lin, C.-F., & Chu, C.-S. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108(1), 1–24. https://doi.org/10.1016/S0304-4076(01)00098-7

Maddala, G. S., & Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61(S1), 631–652. https://doi.org/10.1111/1468-0084.0610s1631

Mansha, M., Manzoor, A., Sarwar, K., & Hussain, S. U. (2022). Impacts of gender inequality on human development index in Asia: A panel data fixed effect regression. iRASD Journal of Economics, 4(4), 594–606. https://doi.org/10.52131/joe.2022.0404.0101

Ministry of Electronics and Information Technology (MEITY). (2018). National Digital Communications Policy, Government of India. (2018). https://www.meity.gov.in/writereaddata/files/National_Digital_Communications_Policy%E2%80%932018.pdf

Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and Statistics, 61(S1), 653–670. https://doi.org/10.1111/1468-0084.0610s1653

Pedroni, P. (2004). Panel cointegration: Asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometric Theory, 20(3), 597–625. https://doi.org/10.1017/S0266466604203073

Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951

Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50–93. https://doi.org/10.1016/j.jeconom.2007.05.010

Pradhan, R. P., Arvin, M. B., & Hall, J. H. (2016a). Economic growth, development of telecommunications infrastructure, and financial development in Asia, 1991–2012. The Quarterly Review of Economics and Finance, 59, 25–38. https://doi.org/10.1016/j.qref.2015.06.008

Pradhan, R. P., Arvin, M. B., Bahmani, S., & Bennett, S. E. (2017a). The innovation-growth link in OECD countries: Could other macroeconomic variables matter? Technology in Society, 51, 113–123. https://doi.org/10.1016/j.techsoc.2017.08.003

Pradhan, R. P., Arvin, M. B., Mittal, J., & Bahmani, S. (2016b). Relationships between telecommunications infrastructure, capital formation, and economic growth. International Journal of Technology Management, 70(2–3), 157–176. https://doi.org/10.1504/IJTM.2016.075158

Pradhan, R. P., Arvin, M. B., Nair, M., Mittal, J., & Norman, N. R. (2017b). Telecommunications infrastructure and usage and the FDI-growth nexus: Evidence from Asian-21 countries. Information Technology for Development, 23(2), 235–260. https://doi.org/10.1080/02681102.2016.1217822

Pradhan, R. P., Mallik, G., & Bagchi, T. P. (2018). Information communication technology (ICT) infrastructure and economic growth: A causality evinced by cross-country panel data. IIMB Management Review, 30(1), 91–103. https://doi.org/10.1016/j.iimb.2018.01.001

Ranis, G. (2004). The evolution of development thinking: Theory and policy (Working Paper No. 28971). World Bank Group. http://documents.worldbank.org/curated/en/739731468780580389/The-evolution-of-development-thinking-theory-and-policy

Saba, C. S., Ngepah, N., & Odhiambo, N. M. (2023). Information and communication technology (ICT), growth and development in developing regions: Evidence from a comparative analysis and a new approach. Journal of Knowledge Economy. https://doi.org/10.1007/s13132-023-01571-8

Saidi, K., Mbarek, M. B., & Amamri, M. (2018). Causal dynamics between energy consumption, ICT, FDI, and economic growth: Case study of 13 MENA countries. Journal of Knowledge Economy, 9, 228–238. https://doi.org/10.1007/s13132-015-0337-5

Sepehrdoust, H. (2018). Impact of information and communication technology and financial development on economic growth of OPEC developing economies. Kasetsart Journal of Social Sciences, 40(3), 546–551. https://so04.tci-thaijo.org/index.php/kjss/article/view/242221

Singh, A. K., Goel, S. K., Shrivastav, R. K., & Chahar, K. (2022). Linkages between credit cards and consumers' impulsive buying behavior: An empirical analysis. Arthshastra Indian Journal of Economics & Research, 10(4), 8–23. https://doi.org/10.17010/aijer/2021/v10i4/168221

Thakur, S. (2022). Pradhan Mantri Jan Dhan Yojana (PMJDY): Analyzing performance using financial inclusion indicators. Arthshastra Indian Journal of Economics & Research, 11(2), 33–46. https://doi.org/10.17010/aijer/2022/v11i2/172211

Tripathi, S. (2021). How does urbanization affect the human development index? A cross-country analysis. Asia-Pacific Journal of Regional Science, 5(3), 1053–1080. https://doi.org/10.1007/s41685-021-00211-w

Vu, K. M. (2013). Information and communication technology (ICT) and Singapore's economic growth. Information Economics and Policy, 25(4), 284–300. https://doi.org/10.1016/j.infoecopol.2013.08.002

Wang, Z., & Huang, Y. (2023). Natural resources and trade-adjusted carbon emissions in the BRICS: The role of clean energy. Resources Policy, 86(Part A), 104093. https://doi.org/10.1016/j.resourpol.2023.104093

World Bank. (2024). Digital progress and trends report 2023. World Bank. https://doi.org/10.1596/978-1-4648-2049-6

Zaremohzzabieh, Z., Samah, B. A., Omar, S. Z., Bolong, J., & Shaffril, H. A. (2014). Youths' sustainable livelihood with information and communication technologies: Toward an ICT for development quality model. American Journal of Applied Sciences, 11(6), 947–958. https://doi.org/10.3844/ajassp.2014.947.958

Zheng, J., & Wang, X. (2022). Impacts on human development index due to combinations of renewables and ICTs--new evidence from 26 countries. Renewable Energy, 191, 330–344. https://doi.org/10.1016/j.renene.2022.04.033