Skip to main content
Top
Published in: BMC Public Health 1/2018

Open Access 01-12-2018 | Research article

Public rental housing and its association with mortality – a retrospective, cohort study

Authors: Jun Jie Benjamin Seng, Yu Heng Kwan, Hendra Goh, Julian Thumboo, Lian Leng Low

Published in: BMC Public Health | Issue 1/2018

Login to get access

Abstract

Background

Socioeconomic status (SES) is a well-established determinant of health status and home ownership is a commonly used composite indicator of SES. Patients in low-income households often stay in public rental housing. The association between public rental housing and mortality has not been examined in Singapore.

Methods

A retrospective, cohort study was conducted involving all patients who utilized the healthcare facilities under SingHealth Regional Health (SHRS) Services in Year 2012. Each patient was followed up for 5 years. Patients who were non-citizens or residing in a non-SHRS area were excluded from the study.

Results

A total of 147,004 patients were included in the study, of which 7252 (4.9%) patients died during the study period. The mean age of patients was 50.2 ± 17.2 years old and 7.1% (n = 10,400) of patients stayed in public rental housing. Patients who passed away had higher utilization of healthcare resources in the past 1 year and a higher proportion stayed in public rental housing (p < 0.001). They also had higher rates of co-morbidities such as hypertension, hyperlipidaemia and diabetes. (p < 0.001) After adjustment for demographic and clinical covariates, residence in public rental housing was associated with increased risk of all-cause mortality (Adjusted hazard ratio: 1.568, 95% CI: 1.469–1.673).

Conclusion

Public rental housing was an independent risk factor for all-cause mortality. More studies should be conducted to understand health-seeking behavior and needs of public rental housing patients, to aid policymakers in formulating better plans for improving their health outcomes.
Literature
1.
go back to reference Wilkinson RG, Marmot M, World Health Organization. Regional Office for Europe, WHO healthy cities project, WHO International Centre for Health Society. Social determinants of health: the solid facts: World Health Organization, Regional Office for Europe; 2003. Wilkinson RG, Marmot M, World Health Organization. Regional Office for Europe, WHO healthy cities project, WHO International Centre for Health Society. Social determinants of health: the solid facts: World Health Organization, Regional Office for Europe; 2003.
2.
go back to reference Stafford M, Marmot M. Neighbourhood deprivation and health: does it affect us all equally? Int J Epidemiol. 2003;32(3):357–66.CrossRefPubMed Stafford M, Marmot M. Neighbourhood deprivation and health: does it affect us all equally? Int J Epidemiol. 2003;32(3):357–66.CrossRefPubMed
3.
go back to reference Riva M, Bambra C, Curtis S, Gauvin L. Collective resources or local social inequalities? Examining the social determinants of mental health in rural areas. Eur J Pub Health. 2011;21(2):197–203.CrossRef Riva M, Bambra C, Curtis S, Gauvin L. Collective resources or local social inequalities? Examining the social determinants of mental health in rural areas. Eur J Pub Health. 2011;21(2):197–203.CrossRef
5.
go back to reference Feller A, Schmidlin K, Clough-Gorr KM. Trends and socioeconomic inequalities in amenable mortality in Switzerland with international comparisons. Swiss Med Wkly. 2017;147:w14478.PubMed Feller A, Schmidlin K, Clough-Gorr KM. Trends and socioeconomic inequalities in amenable mortality in Switzerland with international comparisons. Swiss Med Wkly. 2017;147:w14478.PubMed
7.
go back to reference Dunn JR, Hayes MV, Hulchanski JD, Hwang SW, Potvin L. Housing as a socio-economic determinant of health: findings of a national needs, gaps and opportunities assessment. Can J Public Health. 2006;97(Suppl 3):S11–5. s2–7PubMed Dunn JR, Hayes MV, Hulchanski JD, Hwang SW, Potvin L. Housing as a socio-economic determinant of health: findings of a national needs, gaps and opportunities assessment. Can J Public Health. 2006;97(Suppl 3):S11–5. s2–7PubMed
8.
go back to reference Regidor E. Social determinants of health: a veil that hides socioeconomic position and its relation with health. J Epidemiol Community Health. 2006;60(10):896–901.CrossRefPubMedPubMedCentral Regidor E. Social determinants of health: a veil that hides socioeconomic position and its relation with health. J Epidemiol Community Health. 2006;60(10):896–901.CrossRefPubMedPubMedCentral
9.
go back to reference Fertig AR, Reingold DA. Public housing, health and health behaviors: is there a connection? J Policy Anal Manage. 2007;26(4):831–59.CrossRefPubMed Fertig AR, Reingold DA. Public housing, health and health behaviors: is there a connection? J Policy Anal Manage. 2007;26(4):831–59.CrossRefPubMed
10.
go back to reference Ferri CP, Acosta D, Guerra M, Huang Y, Llibre-Rodriguez JJ, Salas A, et al. Socioeconomic factors and all cause and cause-specific mortality among older people in Latin America, India, and China: a population-based cohort study. PLoS Med. 2012;9(2):e1001179.CrossRefPubMedPubMedCentral Ferri CP, Acosta D, Guerra M, Huang Y, Llibre-Rodriguez JJ, Salas A, et al. Socioeconomic factors and all cause and cause-specific mortality among older people in Latin America, India, and China: a population-based cohort study. PLoS Med. 2012;9(2):e1001179.CrossRefPubMedPubMedCentral
11.
go back to reference Huisman M, Kunst AE, Andersen O, Bopp M, Borgan JK, Borrell C, et al. Socioeconomic inequalities in mortality among elderly people in 11 European populations. J Epidemiol Community Health. 2004;58(6):468–75.CrossRefPubMedPubMedCentral Huisman M, Kunst AE, Andersen O, Bopp M, Borgan JK, Borrell C, et al. Socioeconomic inequalities in mortality among elderly people in 11 European populations. J Epidemiol Community Health. 2004;58(6):468–75.CrossRefPubMedPubMedCentral
12.
go back to reference Jacob BA, Ludwig J, Miller DL. The effects of housing and neighborhood conditions on child mortality. J Health Econ. 2013;32(1):195–206.CrossRefPubMed Jacob BA, Ludwig J, Miller DL. The effects of housing and neighborhood conditions on child mortality. J Health Econ. 2013;32(1):195–206.CrossRefPubMed
14.
go back to reference Sareen J, Afifi TO, McMillan KA, Asmundson GJ. Relationship between household income and mental disorders: findings from a population-based longitudinal study. Arch Gen Psychiatry. 2011;68(4):419–27.CrossRefPubMed Sareen J, Afifi TO, McMillan KA, Asmundson GJ. Relationship between household income and mental disorders: findings from a population-based longitudinal study. Arch Gen Psychiatry. 2011;68(4):419–27.CrossRefPubMed
15.
go back to reference Gordon SB, Bruce NG, Grigg J, Hibberd PL, Kurmi OP, Lam KB, et al. Respiratory risks from household air pollution in low and middle income countries. Lancet Respir Med. 2014;2(10):823–60.CrossRefPubMedPubMedCentral Gordon SB, Bruce NG, Grigg J, Hibberd PL, Kurmi OP, Lam KB, et al. Respiratory risks from household air pollution in low and middle income countries. Lancet Respir Med. 2014;2(10):823–60.CrossRefPubMedPubMedCentral
16.
go back to reference Wee LE, Lim LY, Shen T, Lee EY, Chia YH, Tan AY, et al. Choice of primary health care source in an urbanized low-income community in Singapore: a mixed-methods study. Fam Pract. 2014;31(1):81–91.CrossRefPubMed Wee LE, Lim LY, Shen T, Lee EY, Chia YH, Tan AY, et al. Choice of primary health care source in an urbanized low-income community in Singapore: a mixed-methods study. Fam Pract. 2014;31(1):81–91.CrossRefPubMed
17.
go back to reference Laaksonen M, Martikainen P, Nihtila E, Rahkonen O, Lahelma E. Home ownership and mortality: a register-based follow-up study of 300,000 Finns. J Epidemiol Community Health. 2008;62(4):293–7.CrossRefPubMed Laaksonen M, Martikainen P, Nihtila E, Rahkonen O, Lahelma E. Home ownership and mortality: a register-based follow-up study of 300,000 Finns. J Epidemiol Community Health. 2008;62(4):293–7.CrossRefPubMed
18.
go back to reference Braveman P, Gottlieb L. The social determinants of health: It's time to consider the causes of the causes. Public Health Rep. 2014;129(Suppl 2):19–31.CrossRefPubMedPubMedCentral Braveman P, Gottlieb L. The social determinants of health: It's time to consider the causes of the causes. Public Health Rep. 2014;129(Suppl 2):19–31.CrossRefPubMedPubMedCentral
19.
go back to reference Lee CT, Guzman D, Ponath C, Tieu L, Riley E, Kushel M. Residential patterns in older homeless adults: results of a cluster analysis. Soc Sci Med. 2016;153:131–40.CrossRefPubMedPubMedCentral Lee CT, Guzman D, Ponath C, Tieu L, Riley E, Kushel M. Residential patterns in older homeless adults: results of a cluster analysis. Soc Sci Med. 2016;153:131–40.CrossRefPubMedPubMedCentral
20.
go back to reference Housing and Developement Board. Annual report 2007/2008. Singapore: Housing and Development Board; 2008. Housing and Developement Board. Annual report 2007/2008. Singapore: Housing and Development Board; 2008.
21.
go back to reference Low LL, Wah W, Ng MJ, Tan SY, Liu N, Lee KH. Housing as a social determinant of health in Singapore and its association with readmission risk and increased utilization of hospital services. Front Public Health. 2016;4:109.CrossRefPubMedPubMedCentral Low LL, Wah W, Ng MJ, Tan SY, Liu N, Lee KH. Housing as a social determinant of health in Singapore and its association with readmission risk and increased utilization of hospital services. Front Public Health. 2016;4:109.CrossRefPubMedPubMedCentral
22.
go back to reference World Health Organisation. International statistical classification of diseases and related health problems - 10th revision, 5th edition. 2016. World Health Organisation. International statistical classification of diseases and related health problems - 10th revision, 5th edition. 2016.
23.
go back to reference Quan H, Li B, Saunders D, Parsons G, Nilsson C, Alibhai A, et al. Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database. Health Serv Res. 2008;43:1424.CrossRefPubMedPubMedCentral Quan H, Li B, Saunders D, Parsons G, Nilsson C, Alibhai A, et al. Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database. Health Serv Res. 2008;43:1424.CrossRefPubMedPubMedCentral
24.
go back to reference Low LL, Liu N, Wang S, Thumboo J, Ong ME, Lee KH. Predicting frequent hospital admission risk in Singapore: a retrospective cohort study to investigate the impact of comorbidities, acute illness burden and social determinants of health. BMJ Open. 2016;6(10):e012705.CrossRefPubMedPubMedCentral Low LL, Liu N, Wang S, Thumboo J, Ong ME, Lee KH. Predicting frequent hospital admission risk in Singapore: a retrospective cohort study to investigate the impact of comorbidities, acute illness burden and social determinants of health. BMJ Open. 2016;6(10):e012705.CrossRefPubMedPubMedCentral
25.
go back to reference Low LL, Tay WY, Ng MJ, Tan SY, Liu N, Lee KH. Frequent hospital admissions in Singapore: clinical risk factors and impact of socioeconomic status. Singap Med J. 2016;59(1):39–43.CrossRef Low LL, Tay WY, Ng MJ, Tan SY, Liu N, Lee KH. Frequent hospital admissions in Singapore: clinical risk factors and impact of socioeconomic status. Singap Med J. 2016;59(1):39–43.CrossRef
26.
go back to reference Arbaje AI, Wolff JL, Yu Q, Powe NR, Anderson GF, Boult C. Postdischarge environmental and socioeconomic factors and the likelihood of early hospital readmission among community-dwelling Medicare beneficiaries. Gerontologist. 2008;48(4):495–504.CrossRefPubMed Arbaje AI, Wolff JL, Yu Q, Powe NR, Anderson GF, Boult C. Postdischarge environmental and socioeconomic factors and the likelihood of early hospital readmission among community-dwelling Medicare beneficiaries. Gerontologist. 2008;48(4):495–504.CrossRefPubMed
27.
go back to reference Hu J, Gonsahn MD, Nerenz DR. Socioeconomic status and readmissions: evidence from an urban teaching hospital. Health Aff (Millwood). 2014;33(5):778–85.CrossRef Hu J, Gonsahn MD, Nerenz DR. Socioeconomic status and readmissions: evidence from an urban teaching hospital. Health Aff (Millwood). 2014;33(5):778–85.CrossRef
28.
go back to reference Chan CQH, Lee KH, Low LL. A systematic review of health status, health seeking behaviour and healthcare utilisation of low socioeconomic status populations in urban Singapore. Int J Equity Health. 2018;17(1):39.CrossRefPubMedPubMedCentral Chan CQH, Lee KH, Low LL. A systematic review of health status, health seeking behaviour and healthcare utilisation of low socioeconomic status populations in urban Singapore. Int J Equity Health. 2018;17(1):39.CrossRefPubMedPubMedCentral
29.
go back to reference Wee LE, Sin D, Cher WQ, Li ZC, Tsang T, Shibli S, et al. “I'm healthy, I don't have pain”- health screening participation and its association with chronic pain in a low socioeconomic status Singaporean population. Korean J Pain. 2017;30(1):34–43.CrossRefPubMed Wee LE, Sin D, Cher WQ, Li ZC, Tsang T, Shibli S, et al. “I'm healthy, I don't have pain”- health screening participation and its association with chronic pain in a low socioeconomic status Singaporean population. Korean J Pain. 2017;30(1):34–43.CrossRefPubMed
30.
go back to reference Wee LE, Koh GC. Individual and neighborhood social factors of hypertension management in a low-socioeconomic status population: a community-based case-control study in Singapore. Hypertens Res. 2012;35(3):295–303.CrossRefPubMed Wee LE, Koh GC. Individual and neighborhood social factors of hypertension management in a low-socioeconomic status population: a community-based case-control study in Singapore. Hypertens Res. 2012;35(3):295–303.CrossRefPubMed
31.
go back to reference Wee LE, Cher WQ, Sin D, Li ZC, Koh GC. Primary care characteristics and their association with health screening in a low-socioeconomic status public rental-flat population in Singapore- a mixed methods study. BMC Fam Pract. 2016;17:16.CrossRefPubMedPubMedCentral Wee LE, Cher WQ, Sin D, Li ZC, Koh GC. Primary care characteristics and their association with health screening in a low-socioeconomic status public rental-flat population in Singapore- a mixed methods study. BMC Fam Pract. 2016;17:16.CrossRefPubMedPubMedCentral
32.
go back to reference Oude Groeniger J, van Lenthe FJ. Contribution of time-varying measures of health behaviours to socioeconomic inequalities in mortality: how to understand the underlying mechanisms? J Epidemiol Community Health. 2016;70(10):1045–8.CrossRefPubMed Oude Groeniger J, van Lenthe FJ. Contribution of time-varying measures of health behaviours to socioeconomic inequalities in mortality: how to understand the underlying mechanisms? J Epidemiol Community Health. 2016;70(10):1045–8.CrossRefPubMed
33.
go back to reference Oude Groeniger J, Kamphuis CB, Mackenbach JP, van Lenthe FJ. Repeatedly measured material and behavioral factors changed the explanation of socioeconomic inequalities in all-cause mortality. J Clin Epidemiol. 2017;91:137–45.CrossRefPubMed Oude Groeniger J, Kamphuis CB, Mackenbach JP, van Lenthe FJ. Repeatedly measured material and behavioral factors changed the explanation of socioeconomic inequalities in all-cause mortality. J Clin Epidemiol. 2017;91:137–45.CrossRefPubMed
34.
go back to reference Gullion CM, Keith DS, Nichols GA, Smith DH. Impact of comorbidities on mortality in managed care patients with CKD. Am J Kidney Dis. 2006;48(2):212–20.CrossRefPubMed Gullion CM, Keith DS, Nichols GA, Smith DH. Impact of comorbidities on mortality in managed care patients with CKD. Am J Kidney Dis. 2006;48(2):212–20.CrossRefPubMed
36.
go back to reference Brugge D, Rice PW, Terry P, Howard L, Best J. Housing conditions and respiratory health in a Boston public housing community. New Solut. 2001;11(2):149–64.CrossRefPubMed Brugge D, Rice PW, Terry P, Howard L, Best J. Housing conditions and respiratory health in a Boston public housing community. New Solut. 2001;11(2):149–64.CrossRefPubMed
37.
go back to reference Carter BD, Freedman ND, Jacobs EJ. Smoking and mortality--beyond established causes. N Engl J Med. 2015;372(22):2170.CrossRefPubMed Carter BD, Freedman ND, Jacobs EJ. Smoking and mortality--beyond established causes. N Engl J Med. 2015;372(22):2170.CrossRefPubMed
38.
go back to reference Reynolds SL, Haley WE, Kozlenko N. The impact of depressive symptoms and chronic diseases on active life expectancy in older Americans. Am J Geriatr Psychiatry. 2008;16(5):425–32.CrossRefPubMed Reynolds SL, Haley WE, Kozlenko N. The impact of depressive symptoms and chronic diseases on active life expectancy in older Americans. Am J Geriatr Psychiatry. 2008;16(5):425–32.CrossRefPubMed
42.
go back to reference Cohen SS, Matthews CE, Signorello LB, Schlundt DG, Blot WJ, Buchowski MS. Sedentary and physically active behavior patterns among low-income African-American and white adults living in the southeastern United States. PLoS One. 2013;8(4):e59975.CrossRefPubMedPubMedCentral Cohen SS, Matthews CE, Signorello LB, Schlundt DG, Blot WJ, Buchowski MS. Sedentary and physically active behavior patterns among low-income African-American and white adults living in the southeastern United States. PLoS One. 2013;8(4):e59975.CrossRefPubMedPubMedCentral
43.
go back to reference Beenackers MA, Oude Groeniger J, van Lenthe FJ, Kamphuis CBM. The role of financial strain and self-control in explaining health behaviours: the GLOBE study. Eur J Pub Health. 2017;26 (Supplement 1):96-97. Beenackers MA, Oude Groeniger J, van Lenthe FJ, Kamphuis CBM. The role of financial strain and self-control in explaining health behaviours: the GLOBE study. Eur J Pub Health. 2017;26 (Supplement 1):96-97.
Metadata
Title
Public rental housing and its association with mortality – a retrospective, cohort study
Authors
Jun Jie Benjamin Seng
Yu Heng Kwan
Hendra Goh
Julian Thumboo
Lian Leng Low
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2018
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-018-5583-6

Other articles of this Issue 1/2018

BMC Public Health 1/2018 Go to the issue