IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v62y2006i5p1215-1218.html
   My bibliography  Save this article

Multi-level modelling in health research: A caution and rejoinder on temporally mismatched data

Author

Listed:
  • Buzzelli, Michael
  • Su, Jason

Abstract

In a review of the multilevel modelling literature (MLM) we find that data on individuals and their social environment contexts (neighbourhoods, municipalities) are often drawn from different years/time periods. This temporal mismatch has scarcely attracted any attention though it can significantly influence modelling results and interpretation. We demonstrate the influence of temporal mismatch first by outlining the degree of neighbourhood mobility in large metropolitan areas in Britain, Canada and the United States and second with a brief MLM example. We conclude that researchers ought to provide more study context when such mismatch is unavoidable.

Suggested Citation

  • Buzzelli, Michael & Su, Jason, 2006. "Multi-level modelling in health research: A caution and rejoinder on temporally mismatched data," Social Science & Medicine, Elsevier, vol. 62(5), pages 1215-1218, March.
    • Handle: RePEc:eee:socmed:v:62:y:2006:i:5:p:1215-1218
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277-9536(05)00377-1
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    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. Oakes, J. Michael, 2004. "The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology," Social Science & Medicine, Elsevier, vol. 58(10), pages 1929-1952, May.
    2. O'Reilly, Dermot & Stevenson, Michael, 2003. "Selective migration from deprived areas in Northern Ireland and the spatial distribution of inequalities: implications for monitoring health and inequalities in health," Social Science & Medicine, Elsevier, vol. 57(8), pages 1455-1462, October.
    3. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    4. Brimblecombe, Nic & Dorling, Danny & Shaw, Mary, 2000. "Migration and geographical inequalities in health in Britain," Social Science & Medicine, Elsevier, vol. 50(6), pages 861-878, March.
    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. Fone, David & Dunstan, Frank & Williams, Gareth & Lloyd, Keith & Palmer, Stephen, 2007. "Places, people and mental health: A multilevel analysis of economic inactivity," Social Science & Medicine, Elsevier, vol. 64(3), pages 633-645, February.
    2. Frank Dunstan & David L Fone & Myer Glickman & Stephen Palmer, 2013. "Objectively Measured Residential Environment and Self-Reported Health: A Multilevel Analysis of UK Census Data," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-7, July.
    3. Jackson, Christopher H. & Richardson, Sylvia & Best, Nicky G., 2008. "Studying place effects on health by synthesising individual and area-level outcomes," Social Science & Medicine, Elsevier, vol. 67(12), pages 1995-2006, December.

    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. Mitchell, Richard & Dujardin, Claire & Popham, Frank & Farfan Portet, Maria-Isabel & Thomas, Isabelle & Lorant, Vincent, 2011. "Using matched areas to explore international differences in population health," Social Science & Medicine, Elsevier, vol. 73(8), pages 1113-1122.
    2. 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.
    3. Connolly, Sheelah & O'Reilly, Dermot, 2007. "The contribution of migration to changes in the distribution of health over time: Five-year follow-up study in Northern Ireland," Social Science & Medicine, Elsevier, vol. 65(5), pages 1004-1011, September.
    4. Connolly, Sheelah & O'Reilly, Dermot & Rosato, Michael, 2007. "Increasing inequalities in health: Is it an artefact caused by the selective movement of people?," Social Science & Medicine, Elsevier, vol. 64(10), pages 2008-2015, May.
    5. Juan Merlo & Philippe Wagner & Nermin Ghith & George Leckie, 2016. "An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-31, April.
    6. Jeong, Tay, 2022. "Contextual fallacy in MLMs with cross-level interaction: A critical review of neighborhood effects on psychiatric resilience," Social Science & Medicine, Elsevier, vol. 310(C).
    7. Brown, Denise & Leyland, Alastair H., 2010. "Scottish mortality rates 2000-2002 by deprivation and small area population mobility," Social Science & Medicine, Elsevier, vol. 71(11), pages 1951-1957, December.
    8. Petrelli, Alessio & Gnavi, Roberto & Marinacci, Chiara & Costa, Giuseppe, 2006. "Socioeconomic inequalities in coronary heart disease in Italy: A multilevel population-based study," Social Science & Medicine, Elsevier, vol. 63(2), pages 446-456, July.
    9. Astell-Burt, Thomas & Feng, Xiaoqi & Kolt, Gregory S. & Jalaludin, Bin, 2015. "Does rising crime lead to increasing distress? Longitudinal analysis of a natural experiment with dynamic objective neighbourhood measures," Social Science & Medicine, Elsevier, vol. 138(C), pages 68-73.
    10. Jonathan L. Blitstein & David M. Murray & Peter J. Hannan & William R. Shadish, 2005. "Increasing the Degrees of Freedom in Future Group Randomized Trials," Evaluation Review, , vol. 29(3), pages 268-286, June.
    11. Humphrey, Jamie L. & Root, Elisabeth D., 2017. "Spatio-temporal neighborhood impacts on internalizing and externalizing behaviors in U.S. elementary school children: Effect modification by child and family socio-demographics," Social Science & Medicine, Elsevier, vol. 180(C), pages 52-61.
    12. Spielman, Seth E. & Yoo, Eun-hye, 2009. "The spatial dimensions of neighborhood effects," Social Science & Medicine, Elsevier, vol. 68(6), pages 1098-1105, March.
    13. Chia-Yueh Hsu & Shu-Sen Chang & Paul Yip, 2017. "Individual-, household- and neighbourhood-level characteristics associated with life satisfaction: A multilevel analysis of a population-based sample from Hong Kong," Urban Studies, Urban Studies Journal Limited, vol. 54(16), pages 3700-3717, December.
    14. Anna Maria Santiago & Kristen A. Berg & Joffré Leroux, 2021. "Assessing the Impact of Neighborhood Conditions on Neurodevelopmental Disorders during Childhood," IJERPH, MDPI, vol. 18(17), pages 1-14, August.
    15. infocede, 2001. "Desnutrición infantil en Colombia: inequidades y determinantes," Documentos CEDE 20100, Universidad de los Andes, Facultad de Economía, CEDE.
    16. Johnson, Rucker C. & Schoeni, Robert F. & Rogowski, Jeannette A., 2012. "Health disparities in mid-to-late life: The role of earlier life family and neighborhood socioeconomic conditions," Social Science & Medicine, Elsevier, vol. 74(4), pages 625-636.
    17. Isabel Neira & Fernando Bruna & Marta Portela & Adela García-Aracil, 2018. "Individual Well-Being, Geographical Heterogeneity and Social Capital," Journal of Happiness Studies, Springer, vol. 19(4), pages 1067-1090, April.
    18. Kendrick, Denise & Mulvaney, Caroline & Burton, Paul & Watson, Michael, 2005. "Relationships between child, family and neighbourhood characteristics and childhood injury: A cohort study," Social Science & Medicine, Elsevier, vol. 61(9), pages 1905-1915, November.
    19. Steffen Andreas Schüle & Gabriele Bolte, 2015. "Interactive and Independent Associations between the Socioeconomic and Objective Built Environment on the Neighbourhood Level and Individual Health: A Systematic Review of Multilevel Studies," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-31, April.
    20. Nan Zhang & Lei Wang & Min Zhang & James Nazroo, 2019. "Air quality and obesity at older ages in China: The role of duration, severity and pollutants," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-16, December.

    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:62:y:2006:i:5:p:1215-1218. 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.