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When more is less: Do information and communication technologies (ICTs) improve health outcomes? An empirical investigation in a non-linear framework

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  • Văidean, Viorela Ligia
  • Achim, Monica Violeta

Abstract

The purpose of our research is to investigate the influence of information and communication technology (ICT) on the physical health outcomes of nations. The covered countries are 185 (54 high-income and 131 low-income countries, also analysed on subsamples) and the period of the analysis is 2005–2018. We use parametric regression analysis of unbalanced panel data and our quadratic models validate the influence of ICT upon life expectancies, mortality rates and measles immunisation rates, controlling for economic prosperity, cultural dimensions and environmental performances. Our results are original within the specialized literature, shedding new light on the ICT infrastructure - health status nexus as they support the inverted U-shaped relationship between internet users and mobile cellular subscriptions as ICTs proxies on the one hand and population health outcomes proxies on the other. We also validate a multiplier effect of ICT proxies upon mortality rates from high-income countries to low-income countries, as follows: the negative effect of Internet access and online information usage is 3.34 times stronger in low-income countries compared to high-income countries. These findings are robust to various estimation techniques, alternative measures of ICT or health and various added controls. The drawbacks are major: in a world in which healthcare programs and policies consider digital inclusion, the limits of using technologies for the benefit of one's health have to be firmly determined. From regular individuals to top policymakers, one should consider when more ICT infrastructure becomes actually less for people's health status.

Suggested Citation

  • Văidean, Viorela Ligia & Achim, Monica Violeta, 2022. "When more is less: Do information and communication technologies (ICTs) improve health outcomes? An empirical investigation in a non-linear framework," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
  • Handle: RePEc:eee:soceps:v:80:y:2022:i:c:s003801212100210x
    DOI: 10.1016/j.seps.2021.101218
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    1. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    2. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    3. Felix Olu Bankole & Kweku-Muata Osei-Bryson & Irwin Brown, 2013. "The Impact of ICT Investments on Human Development: A Regression Splines Analysis," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 16(2), pages 59-85, April.
    4. Varian,Hal R. & Farrell,Joseph & Shapiro,Carl, 2004. "The Economics of Information Technology," Cambridge Books, Cambridge University Press, number 9780521844154, September.
    5. Shareef, Mahmud Akhter & Kumar, Vinod & Dwivedi, Yogesh K. & Kumar, Uma & Akram, Muhammad Shakaib & Raman, Ramakrishnan, 2021. "A new health care system enabled by machine intelligence: Elderly people's trust or losing self control," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    6. Dibyendu Maiti & Akshara Awasthi, 2020. "ICT Exposure and the Level of Wellbeing and Progress: A Cross Country Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 311-343, January.
    7. Dutta, Ujjal Protim & Gupta, Hemant & Sengupta, Partha Pratim, 2019. "ICT and health outcome nexus in 30 selected Asian countries: Fresh evidence from panel data analysis," Technology in Society, Elsevier, vol. 59(C).
    8. Robert Hummer & Richard Rogers & Charles Nam & Christopher Ellison, 1999. "Religious involvement and U.S. adult mortality," Demography, Springer;Population Association of America (PAA), vol. 36(2), pages 273-285, May.
    9. Fulvio Castellacci & Vegard Tveito, 2016. "The Effects of ICTs on Well-being: A Survey and a Theoretical Framework," Working Papers on Innovation Studies 20161004, Centre for Technology, Innovation and Culture, University of Oslo.
    10. Monica Violeta Achim & Viorela Ligia Văidean & Sorin Nicolae Borlea, 2020. "Corruption and health outcomes within an economic and cultural framework," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 195-207, March.
    11. McDool, Emily & Powell, Philip & Roberts, Jennifer & Taylor, Karl, 2020. "The internet and children’s psychological wellbeing," Journal of Health Economics, Elsevier, vol. 69(C).
    12. Ruut Veenhoven, 1999. "Quality-of-Life in Individualistic Society," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 48(2), pages 159-188, October.
    13. Qiang Li & Lian An & Jing Xu & Mina Baliamoune-Lutz, 2018. "Corruption costs lives: evidence from a cross-country study," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(1), pages 153-165, January.
    14. Mansour Javidan & Robert J House & Peter W Dorfman & Paul J Hanges & Mary Sully de Luque, 2006. "Conceptualizing and measuring cultures and their consequences: a comparative review of GLOBE's and Hofstede's approaches," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(6), pages 897-914, November.
    15. Yemane Wolde-Rufael, 2007. "Another look at the Relationship between Telecommunications Investment and Economic Activity in the United States," International Economic Journal, Taylor & Francis Journals, vol. 21(2), pages 199-205.
    16. Matthieu Hanf & Astrid Van-Melle & Florence Fraisse & Amaury Roger & Bernard Carme & Mathieu Nacher, 2011. "Corruption Kills: Estimating the Global Impact of Corruption on Children Deaths," PLOS ONE, Public Library of Science, vol. 6(11), pages 1-7, November.
    17. Kim, Yong Jin & Kang, Hyunjeong & Lawrence Sanders, G. & Tom Lee, Sang-Yong, 2008. "Differential effects of IT investments: Complementarity and effect of GDP level," International Journal of Information Management, Elsevier, vol. 28(6), pages 508-516.
    18. Muhammad Tariq Majeed & Farzana Naheed Khan, 2019. "Do information and communication technologies (ICTs) contribute to health outcomes? An empirical analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 183-206, January.
    19. Richard Beil & George Ford & John Jackson, 2005. "On the relationship between telecommunications investment and economic growth in the United States," International Economic Journal, Taylor & Francis Journals, vol. 19(1), pages 3-9.
    20. Tefft, Nathan, 2011. "Insights on unemployment, unemployment insurance, and mental health," Journal of Health Economics, Elsevier, vol. 30(2), pages 258-264, March.
    21. Biggs, Brian & King, Lawrence & Basu, Sanjay & Stuckler, David, 2010. "Is wealthier always healthier? The impact of national income level, inequality, and poverty on public health in Latin America," Social Science & Medicine, Elsevier, vol. 71(2), pages 266-273, July.
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    2. Olatunji A. Shobande & Lawrence Ogbeifun & Simplice A. Asongu, 2022. "Globalisation, technology and global health," Working Papers 22/070, European Xtramile Centre of African Studies (EXCAS).

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    More about this item

    Keywords

    ICT; Life expectancy; Mortality; Immunisation; Parametric regression;
    All these keywords.

    JEL classification:

    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • Z10 - Other Special Topics - - Cultural Economics - - - General

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