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Well-Being and Relational Goods: A Model-Based Approach to Detect Significant Relationships

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  • Stefania Capecchi

    (University of Naples Federico II)

  • Maria Iannario

    (University of Naples Federico II)

  • Rosaria Simone

    (University of Naples Federico II)

Abstract

A statistical framework for modelling subjective perceptions expressed through ratings is presented. The paper deals with the relationships between personal covariates and self-declared happiness, taking into account several social activities, such as spending time with family and friends, participating in groups and associations, and so on. Our setting concerns a class of statistical models able to measure the effects on life satisfaction of the relational goods which have been proved significant in a large sample of respondents. By means of these models, the proposal enhances the different contributions of subjects’ covariates on their response patterns. The selected approach is based on a mixture model to interpret the assessed perception of two unobserved components, denoted as feeling and uncertainty, respectively, as a blend of real beliefs and indecision. Empirical evidence to support the usefulness of this methodological perspective is provided by a recent observational survey concerning happiness and relational goods.

Suggested Citation

  • Stefania Capecchi & Maria Iannario & Rosaria Simone, 2018. "Well-Being and Relational Goods: A Model-Based Approach to Detect Significant Relationships," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(2), pages 729-750, January.
    • Handle: RePEc:spr:soinre:v:135:y:2018:i:2:d:10.1007_s11205-016-1519-7
    DOI: 10.1007/s11205-016-1519-7
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    1. Leonardo Becchetti & Alessandra Pelloni & Fiammetta Rossetti, 2008. "Relational Goods, Sociability, and Happiness," Kyklos, Wiley Blackwell, vol. 61(3), pages 343-363, August.
    2. Bruno S. Frey & Simon Luechinger & Alois Stutzer, "undated". "Valuing Public Goods: The Life Satisfaction Approach," IEW - Working Papers 184, Institute for Empirical Research in Economics - University of Zurich.
    3. 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.
    4. Alex Michalos, 1997. "Combining Social, Economic And Environmental Indicators To Measure Sustainable Human Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 40(1), pages 221-258, January.
    5. Manisera, Marica & Zuccolotto, Paola, 2014. "Modeling rating data with Nonlinear CUB models," Computational Statistics & Data Analysis, Elsevier, vol. 78(C), pages 100-118.
    6. Michele Mosca & Marco Musella & Francesco Pastore, 2007. "Relational Goods, Monitoring And Non‐Pecuniary Compensations In The Nonprofit Sector: The Case Of The Italian Social Services," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 78(1), pages 57-86, March.
    7. Clark, Andrew E., 2001. "What really matters in a job? Hedonic measurement using quit data," Labour Economics, Elsevier, vol. 8(2), pages 223-242, May.
    8. Lionel Prouteau & François‐Charles Wolff, 2004. "Relational Goods and Associational Participation," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 75(3), pages 431-463, September.
    9. Francesco Sarracino, 2012. "Money, Sociability and Happiness: Are Developed Countries Doomed to Social Erosion and Unhappiness?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 109(2), pages 135-188, November.
    10. Marco Corazza & Florence Legros & Cira Perna & Marilena Sibillo, 2017. "Mathematical and Statistical Methods for Actuarial Sciences and Finance," Post-Print hal-01776135, HAL.
    11. Carole Uhlaner, 1989. "“Relational goods” and participation: Incorporating sociability into a theory of rational action," Public Choice, Springer, vol. 62(3), pages 253-285, September.
    12. Betsey Stevenson & Justin Wolfers, 2009. "The Paradox of Declining Female Happiness," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 190-225, August.
    13. Benedetto Gui & Luca Stanca, 2010. "Happiness and relational goods: well-being and interpersonal relations in the economic sphere," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 57(2), pages 105-118, June.
    14. John F. Helliwell & Christopher P. Barrington-Leigh & Anthony Harris & Haifang Huang, 2009. "International Evidence on the Social Context of Well-Being," NBER Working Papers 14720, National Bureau of Economic Research, Inc.
    15. Rajeev Goel & Michael Nelson, 2004. "International patterns of cigarette smoking and global antismoking policies," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 28(3), pages 382-394, September.
    16. Wilson, Chris M. & Oswald, Andrew J., 2005. "How Does Marriage Affect Physical and Psychological Health? A Survey of the Longitudinal Evidence," Economic Research Papers 269622, University of Warwick - Department of Economics.
    17. 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.
    18. Bowling, Ann & Stafford, Mai, 2007. "How do objective and subjective assessments of neighbourhood influence social and physical functioning in older age? Findings from a British survey of ageing," Social Science & Medicine, Elsevier, vol. 64(12), pages 2533-2549, June.
    19. Maria Iannario, 2010. "On the identifiability of a mixture model for ordinal data," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1), pages 87-94.
    20. Domenico Piccolo, 2015. "Inferential Issues on CUBE Models with Covariates," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 44(23), pages 5023-5036, December.
    21. Leonardo Becchetti & Elena Giachin Ricca & Alessandra Pelloni, 2012. "The Relationship Between Social Leisure and Life Satisfaction: Causality and Policy Implications," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 108(3), pages 453-490, September.
    22. Romina Gambacorta & Maria Iannario, 2013. "Measuring Job Satisfaction with CUB Models," LABOUR, CEIS, vol. 27(2), pages 198-224, June.
    23. Sara Depedri, 2015. "Determinants and Consequences of On-the-job Relationships: an Empirical Analysis of Italian Social Cooperatives," Journal of Entrepreneurial and Organizational Diversity, European Research Institute on Cooperative and Social Enterprises, vol. 3(2), pages 49-74, February.
    24. D'Elia, Angela & Piccolo, Domenico, 2005. "A mixture model for preferences data analysis," Computational Statistics & Data Analysis, Elsevier, vol. 49(3), pages 917-934, June.
    25. Maria Iannario, 2015. "Detecting latent components in ordinal data with overdispersion by means of a mixture distribution," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(3), pages 977-987, May.
    26. Martina Menon & Ravi Pendakur & Federico Perali, 2015. "All in the Family: How Do Social Capital and Material Wellbeing Affect Relational Wellbeing?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(3), pages 889-910, December.
    27. Jacqueline Zweig, 2015. "Are Women Happier than Men? Evidence from the Gallup World Poll," Journal of Happiness Studies, Springer, vol. 16(2), pages 515-541, April.
    28. Anna Gottard & Maria Iannario & Domenico Piccolo, 2016. "Varying uncertainty in CUB models," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 10(2), pages 225-244, June.
    29. Maria Iannario, 2012. "Modelling shelter choices in a class of mixture models for ordinal responses," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(1), pages 1-22, March.
    30. Leonardo Becchetti & Giovanni Trovato & David Andres Londono Bedoya, 2011. "Income, relational goods and happiness," Applied Economics, Taylor & Francis Journals, vol. 43(3), pages 273-290.
    31. Benedetto Gui, 2000. "Beyond Transactions: On the Interpersonal Dimension of Economic Reality," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 71(2), pages 139-169, June.
    32. Stefano Bartolini & Ennio Bilancini, 2010. "If not only GDP, what else? Using relational goods to predict the trends of subjective well-being," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 57(2), pages 199-213, June.
    33. Yoav Benjamini, 2010. "Discovering the false discovery rate," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 72(4), pages 405-416, September.
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    Cited by:

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    2. M. Meleddu & M. Pulina & G. Solinas & S. Capecchi, 2019. "Mixture models for consumers' preferences in healthcare," Working Paper CRENoS 201901, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    3. Corsi, Alessandro & Frontuto, Vito & Novelli, Silvia, 2022. "Relational goods and direct purchase from farmers: estimating the value of the relationship between consumers and producers," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(2), March.
    4. Luisa Corrado & Andrea Fazio & Alessandra Pelloni, 2020. "Pro-environmental attitudes, local environmental conditions and recycling behavior," Working Paper series 20-21, Rimini Centre for Economic Analysis, revised Nov 2021.
    5. Ryan H. L. Ip & K. Y. K. Wu, 2024. "A mixture distribution for modelling bivariate ordinal data," Statistical Papers, Springer, vol. 65(7), pages 4453-4488, September.
    6. Maria Iannario & Anna Clara Monti, 2022. "Modelling consumer perceptions of service quality for urban public transport systems using statistical models for ordinal data," METRON, Springer;Sapienza Università di Roma, vol. 80(1), pages 61-76, April.
    7. Stefania Capecchi & Rosaria Simone, 2019. "A Proposal for a Model-Based Composite Indicator: Experience on Perceived Discrimination in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 95-110, January.

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