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Internet Use and the U-shaped relationship between Age and Well-being

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  • Fulvio Castellacci

    (TIK Centre for Technology, Innovation and Culture, University of Oslo)

  • Henrik Schwabe

    (TIK Centre for Technology, Innovation and Culture, University of Oslo)

Abstract

Extant research shows that the relationship between age and well-being is U-shaped. This paper investigates the effects of Internet use on subjective well-being over the life cycle. We argue that Internet use moderates the U-shaped relationship, affecting its turning point and slopes. We use the Eurobarometer annual surveys for the years 2010 to 2013, which provide rich information for close to 100,000 individuals in all European countries. The econometric analysis exploits exogenous variation in broadband Internet take-up across European countries, and presents 2SLS estimations for a recursive bivariate ordered probit model. The results provide support for our main hypothesis. Active Internet users have a different well-being pattern over the life cycle compared to other individuals. Specifically, we find that Internet users experience: (1) a more stable level and less pronounced decrease in life satisfaction in their younger adult life; and (2) an earlier and stronger recovery after the turning point of the U-shape.

Suggested Citation

  • Fulvio Castellacci & Henrik Schwabe, 2018. "Internet Use and the U-shaped relationship between Age and Well-being," Working Papers on Innovation Studies 20180215, Centre for Technology, Innovation and Culture, University of Oslo.
  • Handle: RePEc:tik:inowpp:20180215
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    1. Blanchflower, David G. & Oswald, Andrew J., 2009. "The U-Shape without Controls," The Warwick Economics Research Paper Series (TWERPS) 896, University of Warwick, Department of Economics.
    2. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, Oxford University Press, vol. 130(4), pages 1781-1824.
    3. Blanchflower, David G. & Oswald, Andrew J., 2009. "The U-shape without controls: A response to Glenn," Social Science & Medicine, Elsevier, vol. 69(4), pages 486-488, August.
    4. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    5. Schwandt, Hannes, 2016. "Unmet aspirations as an explanation for the age U-shape in wellbeing," Journal of Economic Behavior & Organization, Elsevier, vol. 122(C), pages 75-87.
    6. Claudia Senik, 2005. "Income distribution and well‐being: what can we learn from subjective data?," Journal of Economic Surveys, Wiley Blackwell, vol. 19(1), pages 43-63, February.
    7. Luigino Bruni & Luca Stanca, 2006. "Income Aspirations, Television and Happiness: Evidence from the World Values Survey," Kyklos, Wiley Blackwell, vol. 59(2), pages 209-225, May.
    8. Cambini, Carlo & Jiang, Yanyan, 0. "Broadband investment and regulation: A literature review," Telecommunications Policy, Elsevier, vol. 33(10-11), pages 559-574, November.
    9. Chiara Monfardini & Rosalba Radice, 2008. "Testing Exogeneity in the Bivariate Probit Model: A Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(2), pages 271-282, April.
    10. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    11. Troulos, Costas & Maglaris, Vasilis, 2011. "Factors determining municipal broadband strategies across Europe," Telecommunications Policy, Elsevier, vol. 35(9), pages 842-856.
    12. Emily McDool & Phillip Powell & Jennifer Roberts & Karl Taylor, 2016. "Social Media Use and Children’s Wellbeing," Working Papers 2016011, The University of Sheffield, Department of Economics.
    13. Oliver Falck & Robert Gold & Stephan Heblich, 2014. "E-lections: Voting Behavior and the Internet," American Economic Review, American Economic Association, vol. 104(7), pages 2238-2265, July.
    14. Fulvio Castellacci, 2010. "Structural Change And The Growth Of Industrial Sectors: Empirical Test Of A Gpt Model," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(3), pages 449-482, September.
    15. Bruno S. Frey & Alois Stutzer, 2002. "What Can Economists Learn from Happiness Research?," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 402-435, June.
    16. Frijters, Paul & Beatton, Tony, 2012. "The mystery of the U-shaped relationship between happiness and age," Journal of Economic Behavior & Organization, Elsevier, vol. 82(2), pages 525-542.
    17. Fabio Sabatini & Francesco Sarracino, 2015. "Keeping up with the e-Joneses: Do online social networks raise social comparisons?," Papers 1507.08863, arXiv.org.
    18. Andrew E. Clark & Paul Frijters & Michael A. Shields, 2008. "Relative Income, Happiness, and Utility: An Explanation for the Easterlin Paradox and Other Puzzles," Journal of Economic Literature, American Economic Association, vol. 46(1), pages 95-144, March.
    19. Axel Franzen, 2003. "Social Capital and the Internet: Evidence from Swiss Panel Data," Kyklos, Wiley Blackwell, vol. 56(3), pages 341-360, August.
    20. Manudeep Bhuller & Tarjei Havnes & Edwin Leuven & Magne Mogstad, 2013. "Broadband Internet: An Information Superhighway to Sex Crime?," Review of Economic Studies, Oxford University Press, vol. 80(4), pages 1237-1266.
    21. Bauernschuster, Stefan & Falck, Oliver & Woessmann, Ludger, 2014. "Surfing alone? The internet and social capital: Evidence from an unforeseeable technological mistake," Journal of Public Economics, Elsevier, vol. 117(C), pages 73-89.
    22. George MacKerron, 2012. "Happiness Economics From 35 000 Feet," Journal of Economic Surveys, Wiley Blackwell, vol. 26(4), pages 705-735, September.
    23. Rotondi, Valentina & Stanca, Luca & Tomasuolo, Miriam, 2017. "Connecting alone: Smartphone use, quality of social interactions and well-being," Journal of Economic Psychology, Elsevier, vol. 63(C), pages 17-26.
    24. Kiiski, Sampsa & Pohjola, Matti, 2002. "Cross-country diffusion of the Internet," Information Economics and Policy, Elsevier, vol. 14(2), pages 297-310, June.
    25. Pénard, Thierry & Poussing, Nicolas & Suire, Raphaël, 2013. "Does the Internet make people happier?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 46(C), pages 105-116.
    26. Goolsbee, Austan & Klenow, Peter J, 2002. "Evidence on Learning and Network Externalities in the Diffusion of Home Computers," Journal of Law and Economics, University of Chicago Press, vol. 45(2), pages 317-343, October.
    27. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    28. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
    29. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    30. Easterlin, Richard A., 1995. "Will raising the incomes of all increase the happiness of all?," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 35-47, June.
    31. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    32. Fabio Sabatini & Francesco Sarracino, 2017. "Online Networks and Subjective Well-Being," Kyklos, Wiley Blackwell, vol. 70(3), pages 456-480, August.
    33. Steffen Lohmann, 2015. "Information technologies and subjective well-being: does the Internet raise material aspirations?," Oxford Economic Papers, Oxford University Press, vol. 67(3), pages 740-759.
    34. Kavetsos, Georgios & Koutroumpis, Pantelis, 2011. "Technological affluence and subjective well-being," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 742-753.
    35. Serdarević, Goran & Hunt, Matt & Ovington, Tom & Kenny, Clive, 2016. "Evidence for a Ladder of Investment in Central and Eastern European countries," Telecommunications Policy, Elsevier, vol. 40(6), pages 515-531.
    36. Goran Serdarevic & Matt Hunt & Tom Ovington & Clive Kenny, 2014. "Evidence for a ladder of investment in Central and Eastern European countries," Working Papers IES 2014/13, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Apr 2014.
    37. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    38. Bruni, Luigino & Stanca, Luca, 2008. "Watching alone: Relational goods, television and happiness," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 506-528, March.
    39. Castellacci, Fulvio & Tveito, Vegard, 2018. "Internet use and well-being: A survey and a theoretical framework," Research Policy, Elsevier, vol. 47(1), pages 308-325.
    40. Fabio Sabatini & Francesco Sarracino, 2015. "Keeping up with the e-Joneses: Do online social networks raise social comparisons?," Papers 1507.08863, arXiv.org.
    41. Ritu Agarwal & Animesh Animesh & Kislaya Prasad, 2009. "Research Note---Social Interactions and the “Digital Divide”: Explaining Variations in Internet Use," Information Systems Research, INFORMS, vol. 20(2), pages 277-294, June.
    42. Ottar Hellevik, 2017. "The U-shaped age–happiness relationship: real or methodological artifact?," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(1), pages 177-197, January.
    43. Graham, Carol & Nikolova, Milena, 2013. "Does access to information technology make people happier? Insights from well-being surveys from around the world," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 44(C), pages 126-139.
    44. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    45. Claudia Senik, 2005. "Income distribution and well-being: what can we learn from subjective data?," Post-Print halshs-00754101, HAL.
    46. Clarke, Richard N., 2014. "Expanding mobile wireless capacity: The challenges presented by technology and economics," Telecommunications Policy, Elsevier, vol. 38(8), pages 693-708.
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