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Non-response bias in the analysis of the association between mental health and the urban environment: a cross-sectional study in Brussels, Belgium

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Public Access

Published

Peer reviewed scientific article

English

DOI : https://doi.org/10.1186/s13690-023-01118-y [2]

Authors

Madeleine Guyot [3]; Ingrid Pelgrims [4]; Raf Aerts [5]; Keune, Hans [6]; Roy Remmen [7]; Eva M De Clercq [8]; Isabelle Thomas [9]; Sophie O. Vanwambeke, [10]

Keywords

  1. Brussels [11]
  2. Mental health [12]
  3. Non-response [13]
  4. Urban Environment [14]
Article written during project(s) : 
NAMED Nature impact on mental health distribution [15]

Abstract:

Background This paper aims at analysing the impact of partial non-response in the association between urban environment and mental health in Brussels. The potential threats of the partial non-response are biases in survey estimates and statistics. The effect of non-response on statistical associations is often overlooked and evidence in the research literature is lacking. Methods Data from the Belgian Health Interview Survey 2008 and 2013 were used. The association between non-response and potential determinants was explored through logistic regressions. Results Particip…
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Abstract

Background

This paper aims at analysing the impact of partial non-response in the association between urban environment and mental health in Brussels. The potential threats of the partial non-response are biases in survey estimates and statistics. The effect of non-response on statistical associations is often overlooked and evidence in the research literature is lacking.

Methods

Data from the Belgian Health Interview Survey 2008 and 2013 were used. The association between non-response and potential determinants was explored through logistic regressions.

Results

Participants with low income, low educational levels, lower or higher age or in households with children were less likely to respond. When adjusting for socio-economic variables, non-response was higher in areas which are less vegetated, more polluted or more urbanised. Because the determinants of non-response and depressive disorders were similar, it is reasonable to assume that there will be more people with mental health problems among the non-respondents. And because more non-responses were found in low vegetation areas, the protective association between green spaces and mental health may be underestimated.

Conclusion

Our capacity to measure the association between the urban environment and health is affected by non-response in surveys. The non-random spatial and socio-economic distribution of this bias affects the research findings.

Associated health topics:


Source URL:https://www.sciensano.be/en/biblio/non-response-bias-analysis-association-between-mental-health-and-urban-environment-a-cross-sectional

Links
[1] https://www.sciensano.be/sites/default/files/guyot_et_al_2023_archpubh.pdf [2] https://doi.org/10.1186/s13690-023-01118-y [3] https://www.sciensano.be/en/biblio?f%5Bauthor%5D=184706&f%5Bsearch%5D=Madeleine%20Guyot [4] https://www.sciensano.be/en/people/ingrid-pelgrims/biblio [5] https://www.sciensano.be/en/people/raf-aerts/biblio [6] https://www.sciensano.be/en/biblio?f%5Bauthor%5D=84279&f%5Bsearch%5D=Keune%2C%20Hans [7] https://www.sciensano.be/en/biblio?f%5Bauthor%5D=184709&f%5Bsearch%5D=Roy%20Remmen [8] https://www.sciensano.be/en/people/eva-de-clercq/biblio [9] https://www.sciensano.be/en/biblio?f%5Bauthor%5D=37512&f%5Bsearch%5D=Isabelle%20Thomas [10] https://www.sciensano.be/en/biblio?f%5Bauthor%5D=184710&f%5Bsearch%5D=Sophie%20O.%20Vanwambeke%2C [11] https://www.sciensano.be/en/biblio?f%5Bkeyword%5D=1467&f%5Bsearch%5D=Brussels [12] https://www.sciensano.be/en/biblio?f%5Bkeyword%5D=4998&f%5Bsearch%5D=Mental%20health [13] https://www.sciensano.be/en/biblio?f%5Bkeyword%5D=19815&f%5Bsearch%5D=Non-response [14] https://www.sciensano.be/en/biblio?f%5Bkeyword%5D=37965&f%5Bsearch%5D=Urban%20Environment [15] https://www.sciensano.be/en/projects/nature-impact-mental-health-distribution