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Social Connection Constellations and Individual Well-Being Typologies: Using the Loglinear Modeling Approach with Latent Variables

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  • Mengya Xia

    (The University of Alabama
    Arizona State University)

  • Caitlin M. Hudac

    (The University of South Carolina)

Abstract

Despite a well-established association between social connection and well-being, it is unclear which aspects of social connection link to well-being in what ways. This gap in the literature necessitates a holistic evaluation of each construct and their comprehensive associations. This study used a pattern-based approach to (1) identify different constellations of quality, quantity, and need in social connection, (2) identify different typologies of well-being (using indicators of life satisfaction, a sense of purpose, depression, and perceived stressed), and (3) investigate their associations holistically. In a sample of 700 individuals (age: 17–33; 79.9% females; 77.1% White), five social connection constellations (i.e., low, dissatisfied, satisfied, compensatory, and high [social connection]) and three well-being typologies (i.e., distressed, satisfied, and aimless overload [well-being]) were identified. People with dissatisfied social connections were most likely to be in the distressed typology (92%), while those with high social connections were least likely to be in this typology (0%). People with satisfied (52%) and high (58%) social connections were most likely to be in satisfied well-being typology, while those with dissatisfied social connections were least likely to be in this typology (1%). People with low social connections were most likely to be in the aimless overload typology (73%), while those with dissatisfied social connections were least likely to be in this typology (7%). Findings highlighted multi-faceted nature of both constructs, illustrated the importance of high quality social connection for well-being, and emphasized the necessity of considering the role of quantity in the context of other social connection dimensions.

Suggested Citation

  • Mengya Xia & Caitlin M. Hudac, 2023. "Social Connection Constellations and Individual Well-Being Typologies: Using the Loglinear Modeling Approach with Latent Variables," Journal of Happiness Studies, Springer, vol. 24(6), pages 1991-2012, August.
  • Handle: RePEc:spr:jhappi:v:24:y:2023:i:6:d:10.1007_s10902-023-00667-x
    DOI: 10.1007/s10902-023-00667-x
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    References listed on IDEAS

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    1. Michael Bailey & Rachel Cao & Theresa Kuchler & Johannes Stroebel & Arlene Wong, 2018. "Social Connectedness: Measurement, Determinants, and Effects," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 259-280, Summer.
    2. Fiorillo Damiano & Sabatini Fabio, 2011. "Quality and quantity: The role of social interactions in individual health," wp.comunite 0073, Department of Communication, University of Teramo.
    3. Gilles Celeux & Gilda Soromenho, 1996. "An entropy criterion for assessing the number of clusters in a mixture model," Journal of Classification, Springer;The Classification Society, vol. 13(2), pages 195-212, September.
    4. Stanley Sclove, 1987. "Application of model-selection criteria to some problems in multivariate analysis," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 333-343, September.
    5. Craig Olsson & Rob McGee & Shyamala Nada-Raja & Sheila Williams, 2013. "A 32-Year Longitudinal Study of Child and Adolescent Pathways to Well-Being in Adulthood," Journal of Happiness Studies, Springer, vol. 14(3), pages 1069-1083, June.
    6. Fiorillo, Damiano & Sabatini, Fabio, 2011. "Quality and quantity: The role of social interactions in self-reported individual health," Social Science & Medicine, Elsevier, vol. 73(11), pages 1644-1652.
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