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Xie J, Patil NS, Popovic MM, Kertes PJ, Muni RH, Schlenker MB, Ahmed IIK, Kohly RP. Association Between Sociodemographic Factors and Self-reported Glaucoma in the National Health Interview Survey: A Population-Based Analysis. Am J Ophthalmol 2024; 263:81-92. [PMID: 38387827 DOI: 10.1016/j.ajo.2024.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 02/02/2024] [Accepted: 02/13/2024] [Indexed: 02/24/2024]
Abstract
PURPOSE To investigate the association between social determinants of health (SDH) in the domains of social and community context, education access, environmental context, economic stability, and healthcare access, with glaucoma prevalence. DESIGN Cross-sectional study. METHODS The study population consisted of adult participants who answered glaucoma-related questions on the 2017 National Health Interview Survey (NHIS), the most recent iteration that includes glaucoma-related questions. The main outcome measures included the relationships between SDH-related factors and self-reported glaucoma diagnosis as well as self-reported glaucomatous vision loss were examined using univariable and multivariable regression models. RESULTS In total, 26,696 of 26,742 (99.83%) NHIS respondents were included, of whom 880 (3.30%) reported a glaucoma diagnosis and 275 (1.03%) reported glaucomatous vision loss. Participants were predominantly middle-aged (50.95 ± 18.60 years), female (54.75%), and non-Hispanic White (70.49%). In age-adjusted multivariable regression (n = 25,456), non-Hispanic Black race (odds ratio [OR] = 1.87, 99% CI = [1.37, 2.55], P < .001, compared to non-Hispanic White race) and poor health status (OR = 1.54, 99% CI = [1.00, 2.37], P = .01, compared to good health status) were significant predictors of glaucoma diagnosis. For glaucomatous vision loss, having an income below the poverty threshold (OR = 2.41, 99% CI = [1.12, 5.20], P = .003, compared to income ≥5 times the poverty threshold) was the only significant predictor in univariable analyses. No SDH-related factors were significantly associated with glaucomatous vision loss in multivariable analysis (n = 848). Multicollinearity was minimal (variation inflation factor<1.6 for all independent variables). CONCLUSIONS Non-Hispanic Black race and poor health status were associated with self-reported glaucoma diagnosis. Physicians and policymakers may consider SDH when assessing clinical risk and designing public health interventions.
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Affiliation(s)
- Jim Xie
- From the Michael G. DeGroote School of Medicine (J.M., N.P.), McMaster University, Hamilton, Ontario, Canada
| | - Nikhil S Patil
- From the Michael G. DeGroote School of Medicine (J.M., N.P.), McMaster University, Hamilton, Ontario, Canada
| | - Marko M Popovic
- Department of Ophthalmology and Vision Sciences (M.P., P.K., R.M., M.S., I.A., R.K.), University of Toronto, Toronto, Ontario, Canada
| | - Peter J Kertes
- Department of Ophthalmology and Vision Sciences (M.P., P.K., R.M., M.S., I.A., R.K.), University of Toronto, Toronto, Ontario, Canada; John and Liz Tory Eye Centre (P.K, R.K.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Kensington Eye Institute (P.K., M.S.), Toronto, Ontario, Canada
| | - Rajeev H Muni
- Department of Ophthalmology and Vision Sciences (M.P., P.K., R.M., M.S., I.A., R.K.), University of Toronto, Toronto, Ontario, Canada; Department of Ophthalmology (R.M.), St. Michael's Hospital/Unity Health Toronto, Toronto, Ontario, Canada
| | - Matthew B Schlenker
- Department of Ophthalmology and Vision Sciences (M.P., P.K., R.M., M.S., I.A., R.K.), University of Toronto, Toronto, Ontario, Canada; Kensington Eye Institute (P.K., M.S.), Toronto, Ontario, Canada; Institute for Better Health, Trillium Health Partners (M.S., I.A.), Mississauga, Ontario, Canada
| | - Iqbal Ike K Ahmed
- Department of Ophthalmology and Vision Sciences (M.P., P.K., R.M., M.S., I.A., R.K.), University of Toronto, Toronto, Ontario, Canada; Institute for Better Health, Trillium Health Partners (M.S., I.A.), Mississauga, Ontario, Canada
| | - Radha P Kohly
- Department of Ophthalmology and Vision Sciences (M.P., P.K., R.M., M.S., I.A., R.K.), University of Toronto, Toronto, Ontario, Canada; John and Liz Tory Eye Centre (P.K, R.K.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.
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Oliveira-Dias C, Morais S, Costa AR. Sex differences in the association between social capital and healthcare use-Results from the Survey of Health, Ageing and Retirement in Europe (SHARE). HEALTH & SOCIAL CARE IN THE COMMUNITY 2022; 30:e4821-e4830. [PMID: 35730729 DOI: 10.1111/hsc.13889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 04/30/2022] [Accepted: 05/28/2022] [Indexed: 06/15/2023]
Abstract
Females and males frequently report substantial differences in social capital indicators and may use healthcare distinctly. Nevertheless, the potential effect of sex on the relation between social capital and healthcare use remains unclear. This study aims to quantify the association between different indicators of individuals' social capital and healthcare use, according to sex. Data were retrieved from the Sixth Wave of the Survey of Health, Ageing and Retirement in Europe (SHARE), which was conducted in 2015, and included 68,188 participants from 18 countries. Adjusted odds ratios (AOR) and 95% confidence intervals (95%CI) were computed using logistic regression. Overall, males and females with smaller social networks, those who live alone or with any other relatives besides their partners, and those whose first close confidant was a family member or a neighbour reported fewer contacts with medical doctors or nurses, as well as with dentists or dental hygienists. Amongst females, participation in educational or training courses (AOR = 1.67, 95%CI:1.40-2.00; p for interaction = 0.035) and sport, social or any other club (AOR = 1.79, 95%CI:1.58-2.02; p for interaction = 0.043) was associated with a more frequent contact with dentists or dental hygienists. Females who participated in volunteer or charity work (AOR = 0.76, 95%CI:0.64-0.91; p for interaction = 0.042) and political or community-related organisations (AOR = 0.72, 95%CI:0.52-1.00; p for interaction = 0.030) were less likely to report the use of polypharmacy. This outcome was more frequently observed amongst females who referred feelings of severe loneliness (AOR = 1.44, 95%CI:1.22-1.68; p for interaction < 0.001). Social capital is associated with healthcare use distinctively amongst males and females. Increasing opportunities for social participation may improve healthcare use, particularly amongst females.
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Affiliation(s)
- Clara Oliveira-Dias
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal
| | - Samantha Morais
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal
- Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Porto, Portugal
- Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
| | - Ana Rute Costa
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal
- Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Porto, Portugal
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Salinas-Rodríguez A, Manrique-Espinoza B, Torres Mussot I, Montañez-Hernández JC. Out-of-Pocket Healthcare Expenditures in Dependent Older Adults: Results From an Economic Evaluation Study in Mexico. Front Public Health 2020; 8:329. [PMID: 32793542 PMCID: PMC7393223 DOI: 10.3389/fpubh.2020.00329] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 06/15/2020] [Indexed: 11/19/2022] Open
Abstract
Background: Dependence is a significant health-related condition for older adults (OA) and implies that self-care is transferred to other people, the community or institutions. Recent studies have analyzed the relationship between out-of-pocket (OOP) healthcare expenditures and dependence. Nonetheless, these studies were not specifically designed to estimate the economic impact of dependence. Our aim was to estimate the total adjusted annual OOP healthcare expenditures in dependent older adults compared to independent ones. Additionally, we explore the potential combined effect of basic activities of daily living (ADL) and instrumental activities of daily living (IADL) dependence on OOP healthcare expenditures. Methods: Data comes from the cross-sectional study “Economic impact of physical dependence in older adults and the burden of informal care” conducted in 2018 with a sample of 735 community-dwelling older Mexican adults ages 60 and older. We used direct (medical and non-medical) and indirect costs to estimate the OOP healthcare expenditures associated with dependence. We applied the Katz scale to assess dependence in ADL and the Lawton scale to assess dependence in IADL. Two-Part regression models were used to analyze the relationship between dependence and OOP health expenditures. Results: Presence of ADL dependence represented a higher level of expenditure, 107% compared to non-dependent OA (β = 1.07, CI95%: 0.43–1.71), and 97% for IADL dependence (β = 0.97, CI95%: 0.49–1.45). The combined effect of ADL and IADL dependence (132%) was greater (β = 1.32, CI95%: 0.74–1.90) than the effect of ADL or IADL dependence alone. In monetary terms, OA with ADL dependence had a total annualized mean OOP healthcare expenditure of $31,865 (Mexican pesos), OA with IADL $26,912, and combined ADL and IADL $39,520. Conclusions: ADL and IADL dependence are associated with the total annualized OOP healthcare expenditures. This association is even higher when both conditions are present together. These findings highlight the economic implications of the dependence for individuals, their families, and the health system. Given that current evidence on effective interventions to prevent dependence in OA is insufficient, future studies should be conducted to estimate their costs and determine what interventions work, as well as their effectiveness and cost-effectiveness in different sub-groups of the population, and how these might be appropriately implemented.
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Affiliation(s)
| | | | - Irina Torres Mussot
- Center for Health Systems Research, National Institute of Public Health, Cuernavaca, Mexico
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Seng JJB, Lim VZK, Kwan YH, Thumboo J, Low LL. Outpatient primary and tertiary healthcare utilisation among public rental housing residents in Singapore. BMC Health Serv Res 2019; 19:227. [PMID: 30987617 PMCID: PMC6466644 DOI: 10.1186/s12913-019-4047-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 03/27/2019] [Indexed: 11/28/2022] Open
Abstract
Background Globally, public housing is utilized to provide affordable housing for low-income households. Studies have shown an association between public housing and negative health outcomes. There is paucity of data pertaining to outpatient primary and tertiary healthcare resources utilization among public rental housing residents in Singapore. Methods A retrospective cohort study was performed, involving patients under the care of SingHealth Regional Health System (SHRS) in Year 2012. Healthcare utilization outcomes evaluated included number of outpatient primary and specialist care clinic visits, emergency department visits and hospitalization in Year 2011. Multivariate logistical analyses were used to examine the association between public rental housing and healthcare utilization. Results Of 147,105 patients, 10,400 (7.1%) patients stayed in public rental housing. There were more elderly (54.8 ± 18.0 vs 49.8 ± 17.1, p < 0.001) and male patients [5279 (50.8%) vs 56,892 (41.6%), p < 0.001] residing in public rental housing. Co-morbidities such as hypertension and hyperlipidemia were more prevalent among public rental housing patients. (p < 0.05). After adjustment for covariates, public rental housing was not associated with frequent outpatient primary care clinic or specialist outpatient clinic attendances (p > 0.05). However, it was associated with increased number of emergency department visits (OR: 2.41, 95% CI: 2.12–2.74) and frequent hospitalization (OR: 1.56, 95% CI: 1.33–1.83). Conclusion Residing in public rental housing was not associated with increased utilization of outpatient healthcare resources despite patients’ higher disease burden and frequency of emergency department visits and hospitalizations. Further research is required to elucidate their health seeking behaviours. Electronic supplementary material The online version of this article (10.1186/s12913-019-4047-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Yu Heng Kwan
- Program in Health Services and Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore
| | - Julian Thumboo
- Health Services Research Centre, Singapore Health Services, Outram Road, Singapore, 169608, Singapore.,Department of Rheumatology and Immunology, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.,SingHealth Regional Health System, Singapore Health Services, 169608, Outram Road, Singapore, Singapore
| | - Lian Leng Low
- SingHealth Regional Health System, Singapore Health Services, 169608, Outram Road, Singapore, Singapore. .,Department of Family Medicine and Continuing Care, Singapore General Hospital, Outram Road Singapore, Singapore, 169608, Singapore. .,SingHealth Duke-NUS Family Medicine Academic Clinical Program, Outram Road, Singapore, 169608, Singapore.
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Gyasi RM, Phillips DR, Amoah PA. Multidimensional Social Support and Health Services Utilization Among Noninstitutionalized Older Persons in Ghana. J Aging Health 2018; 32:227-239. [DOI: 10.1177/0898264318816217] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Objectives: This study examines multidimensional social supports as predictors of health services utilization among community-dwelling older Ghanaians. Method: Using data from a 2016/2017 Aging, Health, Psychological Wellbeing and Health-Seeking Behavior Study ( N = 1,200), Poisson regression models estimated the associations of aspects of informal social support and health facility utilization among older people. Results: Findings suggest that regular contacts with family/close friends (odds ratio [OR] = 1.299; 95% confidence interval [CI] = [1.111, 1.519]), social participation (OR = 1.021; 95% CI = [1.140, 1.910]), and remittances from adult children (OR = 1.091; 95%CI = [1.086, 1.207]) were associated with increased health services utilization with some gender variations. Having caregivers increased health care use generally (OR = 1.108; 95% CI = [1.016, 1.209]) and among men (OR = 1.181; 95% CI = [1.015, 1.373]). However, we found decrease in health care use among those who received pecuniary assistance (OR = 0.893; 95% CI = [0.805, 0.990]). Discussion: Perceived structural and functional social support domains appear influential in health care utilization among older adults in Ghana. The findings underscore the need for intervention programs and social policies targeted at both micro-factors and wider social factors, including the novel area of remittances to older adults.
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Affiliation(s)
- Razak M. Gyasi
- African Population and Health Research Center (APHRC), Nairobi, Kenya
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