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Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income

Author

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  • Jingru Xiang

    (Southwestern University of Finance and Economics)

  • Congying Zhang

    (Southwestern University of Finance and Economics)

Abstract

Information and communication technology (ICT) plays an important role in improving and enhancing the well-being of Chinese farmers. This article constructs a theoretical analysis framework of “ICT→ income→farmers’ subjective well-being (SWB)” from the perspectives of relative income and absolute income. It adopts the ordered probit regression (Oprobit), conditional mixed process (CMP) joint estimation model, and micro survey data of apple farmers to analyze the impact of ICT on farmers’ SWB and the mediating effects of absolute income and relative income. The research findings reveal that both ICT access and ICT application significantly increase farmers’ SWB. After controlling for endogeneity, the positive effect of ICT on well-being remains robust. More specifically, regarding ICT access, each additional year of smartphone and internet usage increases farmers’ self-rated SWB by 10 points, corresponding to a 5.1% and 5.6% increase, respectively, in the probability of feeling “very happy”. Regarding ICT application, utilizing information derived from ICT raises farmers’ self-rated SWB by 10 points, resulting in a 23.0% increase in the probability of feeling “very happy”. The mechanism analysis further suggests that ICT access primarily enhances farmers’ SWB indirectly by increasing their absolute income, while ICT application enhances farmers’ SWB indirectly by increasing both their absolute income and relative income. Based on these findings, the policy implications of this study emphasize the importance of the “information to rural areas and households” project, which should focus on building a multi-subject information supply model involving the government, telecom operators, and farmers. The goal is to enhance farmers’ access to and utilization of information to promote their well-being, with specific attention to harnessing the positive effects of ICT and the indirect effects of both absolute and relative income.

Suggested Citation

  • Jingru Xiang & Congying Zhang, 2025. "Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1025-1052, July.
    • Handle: RePEc:spr:soinre:v:178:y:2025:i:3:d:10.1007_s11205-024-03349-0
    DOI: 10.1007/s11205-024-03349-0
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    1. 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.
    2. AndrewE. Clark & Claudia Senik, 2010. "Who Compares to Whom? The Anatomy of Income Comparisons in Europe," Economic Journal, Royal Economic Society, vol. 120(544), pages 573-594, May.
    3. Hirschman, Albert O., 1973. "The changing tolerance for income inequality in the course of economic development," World Development, Elsevier, vol. 1(12), pages 29-36, December.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    5. Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, vol. 61(3), pages 359-381, September.
    6. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    7. Ravallion, Martin & Chen, Shaohua, 2019. "Global poverty measurement when relative income matters," Journal of Public Economics, Elsevier, vol. 177(C), pages 1-1.
    8. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2004. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 1019-1053, October.
    9. Xiaoli Zhou & Yiwen Cui & Shaopeng Zhang, 2020. "Internet use and rural residents' income growth," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 315-327, May.
    10. Ma, Wanglin & Wang, Xiaobing, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(04), January.
    11. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    12. Rafael Di Tella & Robert J. MacCulloch & Andrew J. Oswald, 2003. "The Macroeconomics of Happiness," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 809-827, November.
    13. 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.
    14. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.
    15. Xiaoli Zhou & Yiwen Cui & Shaopeng Zhang, 2020. "Internet use and rural residents' income growth," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 315-327, May.
    16. Zhu, Zhongkun & Ma, Wanglin & Sousa-Poza, Alfonso & Leng, Chenxin, 2020. "The effect of internet usage on perceptions of social fairness: Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    17. Zhang, Jiaping & Zhang, Huirong & Gong, Xiaomei, 2022. "Mobile payment and rural household consumption: Evidence from China," Telecommunications Policy, Elsevier, vol. 46(3).
    18. 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.
    19. Jenny C. Aker & Ishita Ghosh & Jenna Burrell, 2016. "The promise (and pitfalls) of ICT for agriculture initiatives," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 35-48, November.
    20. KNIGHT, John & SONG, Lina & GUNATILAKA, Ramani, 2009. "Subjective well-being and its determinants in rural China," China Economic Review, Elsevier, vol. 20(4), pages 635-649, December.
    21. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2001. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height, Third Version," PIER Working Paper Archive 04-013, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 15 Mar 2004.
    22. repec:hal:pseose:halshs-00754447 is not listed on IDEAS
    23. Carol Graham & Stefano Pettinato, 2001. "Happiness, Markets, and Democracy: Latin America in Comparative Perspective," Journal of Happiness Studies, Springer, vol. 2(3), pages 237-268, September.
    24. Albert O. Hirschman & Michael Rothschild, 1973. "The Changing Tolerance for Income Inequality in the Course of Economic DevelopmentWith A Mathematical Appendix," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(4), pages 544-566.
    25. Lythreatis, Sophie & Singh, Sanjay Kumar & El-Kassar, Abdul-Nasser, 2022. "The digital divide: A review and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    26. Ali, Mohammad Afshar & Alam, Khorshed & Taylor, Brad & Rafiq, Shuddhasattwa, 2019. "Do income distribution and socio-economic inequality affect ICT affordability? Evidence from Australian household panel data," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 317-328.
    27. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    28. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LLC, vol. 11(2), pages 159-206, June.
    29. Eduardo Nakasone & Maximo Torero & Bart Minten, 2014. "The Power of Information: The ICT Revolution in Agricultural Development," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 533-550, October.
    30. Gao, Yanyan & Zang, Leizhen & Sun, Jun, 2018. "Does computer penetration increase farmers’ income? An empirical study from China," Telecommunications Policy, Elsevier, vol. 42(5), pages 345-360.
    31. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
    32. Ma, Wanglin & Renwick, Alan & Nie, Peng & Tang, Jianjun & Cai, Rong, 2018. "Off-farm work, smartphone use and household income: Evidence from rural China," China Economic Review, Elsevier, vol. 52(C), pages 80-94.
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