IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v142y2015icp1-8.html
   My bibliography  Save this article

A multilevel cross-lagged structural equation analysis for reciprocal relationship between social capital and health

Author

Listed:
  • Yu, Ge
  • Sessions, John G.
  • Fu, Yu
  • Wall, Martin

Abstract

We investigated the reciprocal relationship between individual social capital and perceived mental and physical health in the UK. Using data from the British Household Panel Survey from 1991 to 2008, we fitted cross-lagged structural equation models that include three indicators of social capital vis. social participation, social network, and loneliness. Given that multiple measurement points (level 1) are nested within individuals (level 2), we also applied a multilevel model to allow for residual variation in the outcomes at the occasion and individual levels. Controlling for gender, age, employment status, educational attainment, marital status, household wealth, and region, our analyses suggest that social participation predicts subsequent change in perceived mental health, and vice versa. However, whilst loneliness is found to be significantly related to perceived mental and physical health, reciprocal causality is not found for perceived mental health. Furthermore, we find evidence for reverse effects with both perceived mental and physical health appearing to be the dominant causal factor with respect to the prospective level of social network. Our findings thus shed further light on the importance of social participation and social inclusion in health promotion and aid the development of more effective public health policies in the UK.

Suggested Citation

  • Yu, Ge & Sessions, John G. & Fu, Yu & Wall, Martin, 2015. "A multilevel cross-lagged structural equation analysis for reciprocal relationship between social capital and health," Social Science & Medicine, Elsevier, vol. 142(C), pages 1-8.
    • Handle: RePEc:eee:socmed:v:142:y:2015:i:c:p:1-8
    DOI: 10.1016/j.socscimed.2015.08.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953615300563
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socscimed.2015.08.004?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    2. Giordano, Giuseppe N. & Lindstrom, Martin, 2010. "The impact of changes in different aspects of social capital and material conditions on self-rated health over time: A longitudinal cohort study," Social Science & Medicine, Elsevier, vol. 70(5), pages 700-710, March.
    3. Julianne Holt-Lunstad & Timothy B Smith & J Bradley Layton, 2010. "Social Relationships and Mortality Risk: A Meta-analytic Review," PLOS Medicine, Public Library of Science, vol. 7(7), pages 1-1, July.
    4. Phongsavan, Philayrath & Chey, Tien & Bauman, Adrian & Brooks, Robert & Silove, Derrick, 2006. "Social capital, socio-economic status and psychological distress among Australian adults," Social Science & Medicine, Elsevier, vol. 63(10), pages 2546-2561, November.
    5. Drukker, Marjan & Kaplan, Charles & Feron, Frans & van Os, Jim, 2003. "Children's health-related quality of life, neighbourhood socio-economic deprivation and social capital. A contextual analysis," Social Science & Medicine, Elsevier, vol. 57(5), pages 825-841, September.
    6. Chandola, Tarani, 2000. "Social class differences in mortality using the new UK National Statistics Socio-Economic Classification," Social Science & Medicine, Elsevier, vol. 50(5), pages 641-649, March.
    7. Leyden, K.M., 2003. "Social Capital and the Built Environment: The Importance of Walkable Neighborhoods," American Journal of Public Health, American Public Health Association, vol. 93(9), pages 1546-1551.
    8. Chandola, T., 2000. "Social class differences in mortality using the National Statistics Socio-economic Classification: a reply to Rose and Pevalin," Social Science & Medicine, Elsevier, vol. 51(7), pages 1129-1133, October.
    9. Folland, Sherman, 2008. "An economic model of social capital and health," Health Economics, Policy and Law, Cambridge University Press, vol. 3(4), pages 333-348, October.
    10. Mossey, J.M. & Shapiro, E., 1982. "Self-rated health: a predictor of mortality among the elderly," American Journal of Public Health, American Public Health Association, vol. 72(8), pages 800-808.
    11. Pearce, N. & Davey Smith, G., 2003. "Is social capital the key to inequalities in health?," American Journal of Public Health, American Public Health Association, vol. 93(1), pages 122-129.
    12. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    13. Nakhaie, Reza & Arnold, Robert, 2010. "A four year (1996-2000) analysis of social capital and health status of Canadians: The difference that love makes," Social Science & Medicine, Elsevier, vol. 71(5), pages 1037-1044, September.
    14. Greiner, K. Allen & Li, Chaoyang & Kawachi, Ichiro & Hunt, D. Charles & Ahluwalia, Jasjit S., 2004. "The relationships of social participation and community ratings to health and health behaviors in areas with high and low population density," Social Science & Medicine, Elsevier, vol. 59(11), pages 2303-2312, December.
    15. Giles-Corti, Billie & Donovan, Robert J., 2002. "The relative influence of individual, social and physical environment determinants of physical activity," Social Science & Medicine, Elsevier, vol. 54(12), pages 1793-1812, June.
    16. Ge Yu & Adrian Renton & Martin Wall & Emee Estacio & Justine Cawley & Pratibha Datta, 2011. "Prevalence of Low Physical Activity and its Relation to Social Environment in Deprived Areas in the London Borough of Redbridge," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(2), pages 311-322, November.
    17. Rose, D. & Pevalin, D. J., 2000. "Social class differences in mortality using the National Statistics Socio-economic Classification -- too little, too soon: a reply to Chandola," Social Science & Medicine, Elsevier, vol. 51(7), pages 1121-1127, October.
    18. Fylkesnes, Knut & Førde, Olav Helge, 1991. "The Tromsø study: Predictors of self-evaluated health--Has society adopted the expanded health concept?," Social Science & Medicine, Elsevier, vol. 32(2), pages 141-146, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Atuoye, Kilian Nasung & Luginaah, Isaac, 2017. "Food as a social determinant of mental health among household heads in the Upper West Region of Ghana," Social Science & Medicine, Elsevier, vol. 180(C), pages 170-180.
    2. Leineweber, Constanze & Peristera, Paraskevi & Bernhard-Oettel, Claudia & Eib, Constanze, 2020. "Is interpersonal justice related to group and organizational turnover? Results from a Swedish panel study," Social Science & Medicine, Elsevier, vol. 265(C).
    3. Hogan, Michael J. & Leyden, Kevin M. & Conway, Ronan & Goldberg, Abraham & Walsh, Deirdre & McKenna-Plumley, Phoebe E., 2016. "Happiness and health across the lifespan in five major cities: The impact of place and government performance," Social Science & Medicine, Elsevier, vol. 162(C), pages 168-176.
    4. Admassu N. Lamu & Jan Abel Olsen, 2018. "Yes, health is important, but as much for its importance via social life: The direct and indirect effects of health on subjective well‐being in chronically ill individuals," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 209-222, January.
    5. Benjamin D. S. Cartwright & Mathew P. White & Theodore J. Clitherow, 2018. "Nearby Nature ‘Buffers’ the Effect of Low Social Connectedness on Adult Subjective Wellbeing over the Last 7 Days," IJERPH, MDPI, vol. 15(6), pages 1-20, June.
    6. Lebenbaum, Michael & Laporte, Audrey & de Oliveira, Claire, 2021. "The effect of mental health on social capital: An instrumental variable analysis," Social Science & Medicine, Elsevier, vol. 272(C).

    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. John Sessions & Ge Yu & Martin Wall, 2011. "Social Capital and Health: A Longitudinal Analysis from the British Household Panel Survey," Department of Economics Working Papers 6/11, University of Bath, Department of Economics.
    2. Sabatini, Fabio, 2014. "The relationship between happiness and health: Evidence from Italy," Social Science & Medicine, Elsevier, vol. 114(C), pages 178-187.
    3. Kahouli, Sondès, 2020. "An economic approach to the study of the relationship between housing hazards and health: The case of residential fuel poverty in France," Energy Economics, Elsevier, vol. 85(C).
    4. Versey, H. Shellae, 2018. "A tale of two Harlems: Gentrification, social capital, and implications for aging in place," Social Science & Medicine, Elsevier, vol. 214(C), pages 1-11.
    5. Sirven, Nicolas & Debrand, Thierry, 2012. "Social capital and health of older Europeans: Causal pathways and health inequalities," Social Science & Medicine, Elsevier, vol. 75(7), pages 1288-1295.
    6. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
    7. Shiu, Ji-Liang & Hu, Yingyao, 2013. "Identification and estimation of nonlinear dynamic panel data models with unobserved covariates," Journal of Econometrics, Elsevier, vol. 175(2), pages 116-131.
    8. Nielsen, Line & Koushede, Vibeke & Vinther-Larsen, Mathilde & Bendtsen, Pernille & Ersbøll, Annette Kjær & Due, Pernille & Holstein, Bjørn E., 2015. "Does school social capital modify socioeconomic inequality in mental health? A multi-level analysis in Danish schools," Social Science & Medicine, Elsevier, vol. 140(C), pages 35-43.
    9. Erika Raquel Badillo & Rosina Moreno, 2016. "Are Collaborative Agreements in Innovation Activities Persistent at the Firm Level? Empirical Evidence for the Spanish Case," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 49(1), pages 71-101, August.
    10. Soriano, Franklin A. & Villano, Renato A. & Fleming, Euan M. & Battese, George E., 2018. "What’s driving innovation in small businesses in Australia? The case of the food industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(1), October.
    11. Richard Bluhm & Martin Gassebner & Sarah Langlotz & Paul Schaudt, 2021. "Fueling conflict? (De)escalation and bilateral aid," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(2), pages 244-261, March.
    12. Timothy J. Halliday, 2008. "Heterogeneity, state dependence and health," Econometrics Journal, Royal Economic Society, vol. 11(3), pages 499-516, November.
    13. Ball, Kylie & Cleland, Verity J. & Timperio, Anna F. & Salmon, Jo & Giles-Corti, Billie & Crawford, David A., 2010. "Love thy neighbour? Associations of social capital and crime with physical activity amongst women," Social Science & Medicine, Elsevier, vol. 71(4), pages 807-814, August.
    14. Parra, María Dolores & Martínez-Zarzoso, Inmaculada, 2015. "Imported inputs and Egyptian exports: Exploring the links," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-31.
    15. Stafford, Mai & Cummins, Steven & Ellaway, Anne & Sacker, Amanda & Wiggins, Richard D. & Macintyre, Sally, 2007. "Pathways to obesity: Identifying local, modifiable determinants of physical activity and diet," Social Science & Medicine, Elsevier, vol. 65(9), pages 1882-1897, November.
    16. Jason Abrevaya & Yu-Chin Hsu, 2021. "Partial effects in non-linear panel data models with correlated random effects," The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 519-535.
    17. Hermione C. Price & Philip M. Clarke & Alastair M. Gray & Rury R. Holman, 2010. "Life Expectancy in Individuals With Type 2 Diabetes: Implications for Annuities," Medical Decision Making, , vol. 30(3), pages 409-414, May.
    18. García-Vega, María & Huergo, Elena, 2019. "The role of international and domestic R&D outsourcing for firm innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 775-792.
    19. De Clercq, B. & Vyncke, V. & Hublet, A. & Elgar, F.J. & Ravens-Sieberer, U. & Currie, C. & Hooghe, M. & Ieven, A. & Maes, L., 2012. "Social capital and social inequality in adolescents’ health in 601 Flemish communities: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 74(2), pages 202-210.
    20. Sato, Yukihiro & Aida, Jun & Tsuboya, Toru & Shirai, Kokoro & Koyama, Shihoko & Matsuyama, Yusuke & Kondo, Katsunori & Osaka, Ken, 2018. "Generalized and particularized trust for health between urban and rural residents in Japan: A cohort study from the JAGES project," Social Science & Medicine, Elsevier, vol. 202(C), pages 43-53.

    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:socmed:v:142:y:2015:i:c:p:1-8. 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.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.