ArticlePloS one2015
Socioeconomic Determinants of Multimorbidity: A Population-Based Household Survey of Hong Kong Chinese.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 2 of them syntheses that pooled it.
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Who cites it
33 citing papers in PubMed, 2 syntheses or guidelines pooled it, 65 citations in OpenAlex.
- Global prevalence of multimorbidity among people living with type 2 diabetes: a systematic review and meta-analysis.BMC public health · 2025Pooled it
- Household and area-level social determinants of multimorbidity: a systematic review.Journal of epidemiology and community health · 2021Pooled it
- Housing type and risk of depression - the mediating effects of perceived indoor annoyances and loneliness: a Danish cohort study, 2000-2018.BMC public health · 2025Article
- The Multimorbidity and Lifestyle Correlates in Chinese Population Residing in Macau: Findings from a Community-Based Needs Assessment Study.Healthcare (Basel, Switzerland) · 2023Article
- Sex differences in non-communicable disease multimorbidity among adults aged 45 years or older in India.BMJ open · 2023Article
- Global and regional prevalence of multimorbidity in the adult population in community settings: a systematic review and meta-analysis.EClinicalMedicine · 2023Article
- Monitoring socioeconomic inequalities in health in Hong Kong: insights and lessons from the UK and Australia.The Lancet regional health. Western Pacific · 2023Review
- Patterns and Predictors of Multimorbidity in the Azar Cohort.Archives of Iranian medicine · 2023Article
- A Descriptive Study on Multiple Health-Risk Behaviors among Chinese Adults in Hong Kong.International journal of environmental research and public health · 2022Article
- Household Tenure and Its Associations with Multiple Long-Term Conditions amongst Working-Age Adults in East London: A Cross-Sectional Analysis Using Linked Primary Care and Local Government Records.International journal of environmental research and public health · 2022Article
- Theoretical explanations for socioeconomic inequalities in multimorbidity: a scoping review.BMJ open · 2022Article
- Education and income-related inequalities in multimorbidity among older Brazilian adults.PloS one · 2022Article
- Article
- Differential Impacts of Multimorbidity on COVID-19 Severity across the Socioeconomic Ladder in Hong Kong: A Syndemic Perspective.International journal of environmental research and public health · 2021Article
- Can voucher scheme enhance primary care provision for older adults: cross-sectional study in Hong Kong.BMC geriatrics · 2020Article
- Association of time to diagnosis with socioeconomic position and geographical accessibility to healthcare among symptomatic COVID-19 patients: A retrospective study in Hong Kong.Health & place · 2020Article
- Article
- Multimorbidity and cardiovascular disease: a perspective on low- and middle-income countries.Cardiovascular diagnosis and therapy · 2020Review
- Chronic diseases: An added burden to income and expenses of chronically-ill people in Sri Lanka.PloS one · 2020Article
- Do chronic illnesses and poverty go hand in hand?PloS one · 2020Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionMultimorbidity has been well researched in terms of consequences and healthcare implications. Nevertheless, its risk factors and determinants, especially in the Asian context, remain understudied. We tested the hypothesis of a negative relationship between socioeconomic status and multimorbidity, with contextually different patterns from those observed in the West.
methodsWe conducted our study in the general Hong Kong (HK) population. Data on current health conditions, health behaviours, socio-demographic and socioeconomic characteristics was obtained from HK Government's Thematic Household Survey. 25,780 individuals aged 15 or above were sampled. Binary logistic and negative binomial regression analyses were conducted to identify risk factors for presence of multimorbidity and number of chronic conditions, respectively. Sub-analysis of possible mediation effect through financial burden borne by private housing residents on multimorbidity was also conducted.
resultsUnadjusted and adjusted models showed that being female, being 25 years or above, having an education level of primary schooling or below, having less than HK$15,000 monthly household income, being jobless or retired, and being past daily smoker were significant risk factors for the presence of multimorbidity and increased number of chronic diseases. Living in private housing was significantly associated with higher chance of multimorbidity and increased number of chronic diseases only after adjustments.
conclusionsLess advantaged people tend to have higher risks of multimorbidity and utilize healthcare from the public sector with poorer primary healthcare experience. Moreover, middle-class people who are not eligible for government subsidized public housing may be of higher risk of multimorbidity due to psychosocial stress from paying for the severely unaffordable private housing.
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