IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v86y2025icp380-398.html

Do industrial robots bring happiness? The moderating role of public trust

Author

Listed:
  • Wang, Wen
  • Han, Wang-Zhe

Abstract

Recent research has extensively discussed both the positive and negative effects of industrial robots on economic and social development, but it remains an open question as to what effects these robots have on individuals’ happiness. This study matches individual panel data reported by a Chinese family group survey with regional-level data on the intensity of industrial robot applications and finds that industrial robots impair individuals’ happiness. This negative impact is more pronounced among individuals not involved in political or labor organizations, low-income groups, those facing low job security, and regions with high unemployment rates and inadequate unemployment protection. We then discuss the factors that may affect the negative effect of industrial robots on happiness from the perspective of public trust. We find that high self-trust, political trust, and social trust effectively alleviate the negative impact of industrial robots on happiness. In contrast, high occupational trust exacerbates this effect. This paper expands the study of the social impact of technological progress from the economic level to the levels of psychological and social well-being, providing new perspectives on the interaction between technological advancements and people's livelihoods.

Suggested Citation

  • Wang, Wen & Han, Wang-Zhe, 2025. "Do industrial robots bring happiness? The moderating role of public trust," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 380-398.
  • Handle: RePEc:eee:ecanpo:v:86:y:2025:i:c:p:380-398
    DOI: 10.1016/j.eap.2025.03.033
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592625001092
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2025.03.033?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Simon Davies & Tim Hinks, 2010. "Crime and Happiness Amongst Heads of Households in Malawi," Journal of Happiness Studies, Springer, vol. 11(4), pages 457-476, August.
    2. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2022. "Industrial robots, Workers’ safety, and health," Labour Economics, Elsevier, vol. 78(C).
    3. Samutpradit, Saisawat, 2024. "Employment effects of minimum wages in a dual economy: Evidence from Thailand," Journal of Development Economics, Elsevier, vol. 168(C).
    4. Felix Requena, 2016. "Rural–Urban Living and Level of Economic Development as Factors in Subjective Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(2), pages 693-708, September.
    5. Wan-chi Chen, 2012. "How Education Enhances Happiness: Comparison of Mediating Factors in Four East Asian Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 106(1), pages 117-131, March.
    6. Robert J. MacCulloch & Rafael Di Tella & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March.
    7. Bonasia, Mariangela & Napolitano, Oreste & Spagnolo, Fabio & Spagnolo, Nicola, 2022. "The economic and welfare state determinants of well-being in Europe," International Economics, Elsevier, vol. 171(C), pages 49-57.
    8. Liu, Qiren & Luo, Sen & Seamans, Robert, 2024. "Pain or anxiety? The health consequences of rising robot adoption in China," Economics Letters, Elsevier, vol. 236(C).
    9. Erik Angner & Jennifer Ghandhi & Kristen Williams Purvis & Daniel Amante & Jeroan Allison, 2013. "Daily Functioning, Health Status, and Happiness in Older Adults," Journal of Happiness Studies, Springer, vol. 14(5), pages 1563-1574, October.
    10. Mingzhi Hu & Yuming Yang & Yinxin Su & Xiaofen Yu, 2024. "Broadband Infrastructure and Happiness of Rural Households in China," Journal of Happiness Studies, Springer, vol. 25(6), pages 1-25, August.
    11. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
    12. Singh, Pallavi & Bala, Hillol & Dey, Bidit Lal & Filieri, Raffaele, 2022. "Enforced remote working: The impact of digital platform-induced stress and remote working experience on technology exhaustion and subjective wellbeing," Journal of Business Research, Elsevier, vol. 151(C), pages 269-286.
    13. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
    14. López Ulloa, Beatriz Fabiola & Møller, Valerie & Sousa-Poza, Alfonso, 2013. "How does subjective well-being evolve with age? A literature review," FZID Discussion Papers 72-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    15. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2024. "Robots, meaning, and self-determination," Research Policy, Elsevier, vol. 53(5).
    16. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    17. Hung-Lin Tao, 2019. "Marriage and Happiness: Evidence from Taiwan," Journal of Happiness Studies, Springer, vol. 20(6), pages 1843-1861, August.
    18. Almourad, Mohamed Basel & Alrobai, Amen & Skinner, Tiffany & Hussain, Mohammed & Ali, Raian, 2021. "Digital wellbeing tools through users lens," Technology in Society, Elsevier, vol. 67(C).
    19. İbrahim Demirci, 2022. "Family Harmony and Flourishing in Turkey: The Roles of Interdependent Happiness and Harmony in Life," Journal of Happiness Studies, Springer, vol. 23(3), pages 985-1005, March.
    20. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    21. Seamus McGuinness & Konstantinos Pouliakas & Paul Redmond, 2023. "Skills-displacing technological change and its impact on jobs: challenging technological alarmism?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(3), pages 370-392, April.
    22. David G. Blanchflower, 2021. "Is happiness U-shaped everywhere? Age and subjective well-being in 145 countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 575-624, April.
    23. Lingling Su & Suhong Zhou & Mei-Po Kwan & Yanwei Chai & Xue Zhang, 2022. "The impact of immediate urban environments on people’s momentary happiness," Urban Studies, Urban Studies Journal Limited, vol. 59(1), pages 140-160, January.
    24. Masanori Kuroki, 2018. "Subjective well‐being and minimum wages: Evidence from U.S. states," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 171-180, February.
    25. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    26. Holly Schiffrin & S. Nelson, 2010. "Stressed and Happy? Investigating the Relationship Between Happiness and Perceived Stress," Journal of Happiness Studies, Springer, vol. 11(1), pages 33-39, March.
    27. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    28. Shengming Hu & Kai Lin & Bei Liu & Hui Wang, 2024. "Does robotization improve the skill structure? The role of job displacement and structural transformation," Applied Economics, Taylor & Francis Journals, vol. 56(28), pages 3415-3430, June.
    29. 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.
    30. 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.
    31. Zang, Xuheng & Feng, Jiankang & Song, Mingyue, 2024. "The impact of air pollution on household vulnerability to poverty: An empirical study from household data in China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1369-1383.
    32. Lindstrom, Martin & Mohseni, Mohabbat, 2009. "Social capital, political trust and self-reported psychological health: A population-based study," Social Science & Medicine, Elsevier, vol. 68(3), pages 436-443, February.
    33. Daron Acemoglu & Pascual Restrepo, 2022. "Tasks, Automation, and the Rise in U.S. Wage Inequality," Econometrica, Econometric Society, vol. 90(5), pages 1973-2016, September.
    34. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue nov.
    35. Brereton, Finbarr & Clinch, J. Peter & Ferreira, Susana, 2008. "Happiness, geography and the environment," Ecological Economics, Elsevier, vol. 65(2), pages 386-396, April.
    36. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    37. Ricardo Crespo & Belén Mesurado, 2015. "Happiness Economics, Eudaimonia and Positive Psychology: From Happiness Economics to Flourishing Economics," Journal of Happiness Studies, Springer, vol. 16(4), pages 931-946, August.
    38. Liping Liao & Minzhe Du & Jie Huang, 2022. "The Effect of Urban Resilience on Residents’ Subjective Happiness: Evidence from China," Land, MDPI, vol. 11(11), pages 1-19, October.
    39. Wang, Phyllis Xue & Kim, Sara & Kim, Minki, 2023. "Robot anthropomorphism and job insecurity: The role of social comparison," Journal of Business Research, Elsevier, vol. 164(C).
    40. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    41. Dimiter Toshkov, 2022. "The Relationship Between Age and Happiness Varies by Income," Journal of Happiness Studies, Springer, vol. 23(3), pages 1169-1188, March.
    42. Barrafrem, Kinga & Tinghög, Gustav & Västfjäll, Daniel, 2021. "Trust in the government increases financial well-being and general well-being during COVID-19," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
    43. Leibrecht, Markus & Scharler, Johann & Zhoufu, Yan, 2023. "Automation and unemployment: Does collective bargaining moderate their association?," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 264-276.
    44. Felix Bittmann, 2021. "Beyond the U-Shape: Mapping the Functional Form Between Age and Life Satisfaction for 81 Countries Utilizing a Cluster Procedure," Journal of Happiness Studies, Springer, vol. 22(5), pages 2343-2359, June.
    45. Qiu Cheng & Kinglun Ngok, 2023. "Does the Dibao Program Improve Citizens’ Life Satisfaction in China? Perceptions of Pathways of Poverty Attribution and Income Inequality," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(2), pages 975-995, April.
    46. He Xiao & Jianqun Xi, 2023. "The Impact of Institutional Cross‐ownership on Corporate Tax Avoidance: Evidence from Chinese Listed Firms," Australian Accounting Review, CPA Australia, vol. 33(1), pages 86-105, March.
    47. Zhu, Haitao & Zhang, Yi & Bai, Ruobing & Sun, Xu, 2023. "Happiness and executive team stability," Finance Research Letters, Elsevier, vol. 57(C).
    48. Lankisch, Clemens & Prettner, Klaus & Prskawetz, Alexia, 2019. "How can robots affect wage inequality?," Economic Modelling, Elsevier, vol. 81(C), pages 161-169.
    49. Milena Nikolova & Sinem H. Ayhan, 2019. "Your spouse is fired! How much do you care?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(3), pages 799-844, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. David G. Blanchflower & Carol L. Graham, 2022. "The Mid-Life Dip in Well-Being: a Critique," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(1), pages 287-344, May.
    2. Yuhong Du & Hazrul Shahiri & Xiahai Wei, 2025. "The penetration of robotic technology, task content routinisation and job satisfaction: Evidence from China," Australian Journal of Management, Australian School of Business, vol. 50(3), pages 876-894, August.
    3. Christian Gunadi & Hanbyul Ryu, 2021. "Does the rise of robotic technology make people healthier?," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2047-2062, September.
    4. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2024. "Robots, meaning, and self-determination," Research Policy, Elsevier, vol. 53(5).
    5. Kudoh, Noritaka & Miyamoto, Hiroaki, 2025. "Robots, AI, and unemployment," Journal of Economic Dynamics and Control, Elsevier, vol. 174(C).
    6. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    7. Battisti & M. Del Gatto & A. Gravina & C. Parmeter, 2021. "Robots versus labor skills: a complementarity/substitutability analysis," Working Paper CRENoS 202104, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    8. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2025. "Robots and wages: A meta-analysis," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 541-567.
    9. Ana Abeliansky & Klaus Prettner & Ernesto Rodríguez Crespo, 2024. "Climate change and automation: the emission effects of robot adoption," Department of Economics Working Papers wuwp370, Vienna University of Economics and Business, Department of Economics.
    10. Samuel Cole & Zachary Cowell & John M. Nunley & R. Alan Seals Jr, 2022. "The Distribution of Occupational Tasks in the United States: Implications for a Diverse and Aging Population," Papers 2205.00497, arXiv.org.
    11. Gallen, Trevor & Kim, Soojin, 2025. "Automation and heterogeneous earnings dynamics," Economics Letters, Elsevier, vol. 255(C).
    12. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    13. Hyejin Kim, 2024. "The impact of robots on labor demand: evidence from job vacancy data in South Korea," Empirical Economics, Springer, vol. 67(3), pages 1185-1209, September.
    14. Xu, Chongchong & Du, Anna Min & Lin, Boqiang, 2025. "Robot adoption and corporate supply chain efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
    15. Qiao, Xiaole & He, Yang & Du, Qiang, 2025. "How does the urban digital economy drive labor allocation in China?—A perspective of factor mobility between digital and non-digital enterprises," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1159-1175.
    16. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    17. Lee, Chien-Chiang & Wang, En-Ze, 2025. "Energy regulation and industrial robot adoption: The role of human capital," Energy Economics, Elsevier, vol. 146(C).
    18. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    19. Kikuchi, Shinnosuke & Fujiwara, Ippei & Shirota, Toyoichiro, 2024. "Automation and disappearing routine occupations in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 74(C).
    20. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).

    More about this item

    Keywords

    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecanpo:v:86:y:2025:i:c:p:380-398. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.