How does area-level deprivation depress an individual's self-rated health and life satisfaction? Evidence from a nationwide population-based survey in Japan.
Area-level deprivation
Multilevel mediation analysis
Self-rated health
Subjective well-being
Journal
BMC public health
ISSN: 1471-2458
Titre abrégé: BMC Public Health
Pays: England
ID NLM: 100968562
Informations de publication
Date de publication:
17 03 2021
17 03 2021
Historique:
received:
20
07
2020
accepted:
07
03
2021
entrez:
18
3
2021
pubmed:
19
3
2021
medline:
22
5
2021
Statut:
epublish
Résumé
Area-level deprivation is well known to have an adverse impact on mortality, morbidity, or other specific health outcomes. This study examined how area-level deprivation may affect self-rated health (SRH) and life satisfaction (LS), an issue that is largely understudied. We used individual-level data obtained from a nationwide population-based internet survey conducted between 2019 and 2020, as well as municipality-level data obtained from a Japanese government database (N = 12,461 living in 366 municipalities). We developed multilevel regression models to explain an individual's SRH and LS scores using four alternative measures of municipality-level deprivation, controlling for individual-level deprivation and covariates. We also examined how health behavior and interactions with others mediated the impact of area-level deprivation on SRH and LS. Participants in highly deprived municipalities tended to report poorer SRH and lower LS. For example, when living in municipalities falling in the highest tertile of municipality-level deprivation as measured by the z-scoring method, SRH and LS scores worsened by a standard deviation of 0.05 (p < 0.05) when compared with those living in municipalities falling in the lowest tertile of deprivation. In addition, health behavior mediated between 17.6 and 33.1% of the impact of municipality-level deprivation on SRH and LS, depending on model specifications. Results showed that area-level deprivation modestly decreased an individual's general health conditions and subjective well-being, underscoring the need for public health policies to improve area-level socioeconomic conditions.
Sections du résumé
BACKGROUND
Area-level deprivation is well known to have an adverse impact on mortality, morbidity, or other specific health outcomes. This study examined how area-level deprivation may affect self-rated health (SRH) and life satisfaction (LS), an issue that is largely understudied.
METHODS
We used individual-level data obtained from a nationwide population-based internet survey conducted between 2019 and 2020, as well as municipality-level data obtained from a Japanese government database (N = 12,461 living in 366 municipalities). We developed multilevel regression models to explain an individual's SRH and LS scores using four alternative measures of municipality-level deprivation, controlling for individual-level deprivation and covariates. We also examined how health behavior and interactions with others mediated the impact of area-level deprivation on SRH and LS.
RESULTS
Participants in highly deprived municipalities tended to report poorer SRH and lower LS. For example, when living in municipalities falling in the highest tertile of municipality-level deprivation as measured by the z-scoring method, SRH and LS scores worsened by a standard deviation of 0.05 (p < 0.05) when compared with those living in municipalities falling in the lowest tertile of deprivation. In addition, health behavior mediated between 17.6 and 33.1% of the impact of municipality-level deprivation on SRH and LS, depending on model specifications.
CONCLUSION
Results showed that area-level deprivation modestly decreased an individual's general health conditions and subjective well-being, underscoring the need for public health policies to improve area-level socioeconomic conditions.
Identifiants
pubmed: 33731075
doi: 10.1186/s12889-021-10578-2
pii: 10.1186/s12889-021-10578-2
pmc: PMC7968212
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
523Subventions
Organisme : Japan Society for the Promotion of Science
ID : 20K01722
Références
Public Health. 2007 Mar;121(3):163-73
pubmed: 17222876
Soc Sci Med. 2012 Apr;74(8):1204-12
pubmed: 22365939
Int J Epidemiol. 2005 Apr;34(2):316-26
pubmed: 15737978
Prev Med. 2014 Jan;58:75-80
pubmed: 24201091
Ann Epidemiol. 2010 Jun;20(6):445-51
pubmed: 20470971
Int J Equity Health. 2016 Jun 10;15:89
pubmed: 27282199
Ann N Y Acad Sci. 2010 Feb;1186:125-45
pubmed: 20201871
Demography. 2009 Nov;46(4):805-25
pubmed: 20084830
J Epidemiol Community Health. 2020 Jan;74(1):20-25
pubmed: 31630122
Epidemiol Rev. 2004;26:78-91
pubmed: 15234949
Acta Oncol. 2014 Oct;53(10):1423-33
pubmed: 24865119
PLoS One. 2014 Jun 06;9(6):e97802
pubmed: 24905731
J Community Health. 2008 Feb;33(1):40-50
pubmed: 18080207
PLoS One. 2014 Sep 03;9(9):e106729
pubmed: 25184297
BMC Public Health. 2019 Feb 27;19(1):236
pubmed: 30813938
BMC Public Health. 2018 Jun 27;18(1):801
pubmed: 29945580
Health Place. 2013 Jan;19:53-8
pubmed: 23178329
Br Med J (Clin Res Ed). 1983 May 28;286(6379):1705-9
pubmed: 6405943
J Health Soc Behav. 1997 Mar;38(1):21-37
pubmed: 9097506
Soc Sci Med. 2016 Nov;168:16-29
pubmed: 27637089
Soc Sci Med. 2009 Aug;69(3):307-16
pubmed: 19520474
BMJ Open. 2019 Nov 25;9(11):e027530
pubmed: 31767575
Ann Epidemiol. 2015 Feb;25(2):120-5
pubmed: 25523896
PLoS One. 2015 Apr 07;10(4):e0123456
pubmed: 25849569
Int J Epidemiol. 2005 Aug;34(4):772-80
pubmed: 15737966
Qual Life Res. 2018 Mar;27(3):577-596
pubmed: 29067589
Biosci Trends. 2007 Aug;1(1):38-42
pubmed: 20103865
Int J Equity Health. 2013 Mar 28;12:21
pubmed: 23537275
Soc Indic Res. 2012 Jul;107(3):509-529
pubmed: 22707845
Health Place. 2008 Sep;14(3):562-75
pubmed: 17997343
PLoS One. 2015 Oct 27;10(10):e0139297
pubmed: 26506251
J Epidemiol Community Health. 2007 Jan;61(1):13-9
pubmed: 17183009
Lancet. 2017 Sep 23;390(10101):1521-1538
pubmed: 28734670
Soc Sci Med. 2010 Mar;70(5):700-10
pubmed: 20022681
J Epidemiol. 2015;25(3):254-60
pubmed: 25757802
BMJ Open. 2017 May 4;7(5):e013590
pubmed: 28473351
Science. 2010 Jan 29;327(5965):576-9
pubmed: 20019249
J Epidemiol Community Health. 2001 Feb;55(2):111-22
pubmed: 11154250
J Urban Health. 2006 Nov;83(6):1041-62
pubmed: 17031568