Using Clusters Based on Social Determinants to Identify the Top 5% Utilizers of Health Care

2021 ◽  
pp. 1-14
Author(s):  
Marjorie Rosenberg ◽  
Fanghao Zhong
Keyword(s):  
Health Care ◽  
Social Determinants

scholarly journals Social determinants of depression: association with age, gender and primary health care model

2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
J China
Keyword(s):  
Mental Health ◽  
Health Care ◽  
Primary Health Care ◽  
Social Determinants ◽  
Care Physician ◽  
Health Policies ◽  
Age And Gender ◽  
Primary Health ◽  
And Gender ◽  
Primary Health Care Physician

Abstract Background Depression is one of the most common mental disorders worldwide and is a major contributor to the overall global burden of disease. The social determinants of age, gender and access to a primary health care physician have been identified as significant determinants of variability in the prevalence of depression. This research evaluates the association between depression and these social determinants in the city of Almada, in Portugal. Methods This cross-sectional study reports the one-month prevalence (December, 2015) of depression and its association with age, gender and access to a primary health care doctor in Almada's primary health care population. Data was collected from the 'Information System of the Regional Health Administration' (SIARS) database. The diagnostic tools used for the identification of cases were the ICPC-2 codes 'P76: Depressive Disorder' and 'P03: Feeling Depressed'. An odds ratio was applied as an association measure. Results Regarding gender and age: women are more likely to develop depression than men (OR 3.21) and the age group of 40-64 years is more likely to develop depression compared with other age groups (OR 2.21). The odds of being affected by depression for patients with a permanent primary health care physician, compared with users without a permanent primary health care physician, are higher (OR 2.24). Conclusions The patterns of association of age and gender, uncovered in this dataset, are consistent with previously reported findings for other Western countries. The association between depression and the assignment of a permanent primary health care doctor is highly significant. This finding suggests the existence of a higher detection rate of depression in patients with a permanent doctor and adds weight to the need to implement health policies that guarantee a primary health care physician for each patient. Key messages The age and gender gap in depression calls for stronger public health and intersectoral strategies to promote and protect mental health, in community-based settings. Reducing barriers and enhancing access to high-quality primary medical care must be a cornerstone of mental health policies.

Racial Disparities in Incidence of Legionnaires’ Disease and Social Determinants of Health: A Narrative Review

2021 ◽  
pp. 003335492110267
Author(s):  
Candis M. Hunter ◽  
Simone W. Salandy ◽  
Jessica C. Smith ◽  
Chris Edens ◽  
Brian Hubbard
Keyword(s):  
Health Care ◽  
Built Environment ◽  
Social Determinants Of Health ◽  
Social Determinants ◽  
Health Care Access ◽  
Narrative Review ◽  
Economic Stability ◽  
Care Access ◽  
Legionnaires Disease ◽  
Access And Quality

Objectives Racial and socioeconomic disparities in the incidence of Legionnaires’ disease have been documented for the past 2 decades; however, the social determinants of health (SDH) that contribute to these disparities are not well studied. The objective of this narrative review was to characterize SDH to inform efforts to reduce disparities in the incidence of Legionnaires’ disease. Methods We conducted a narrative review of articles published from January 1979 through October 2019 that focused on disparities in the incidence of Legionnaires’ disease and pneumonia (inclusive of bacterial pneumonia and/or community-acquired pneumonia) among adults and children (excluding articles that were limited to people aged <18 years). We identified 220 articles, of which 19 met our criteria: original research, published in English, and examined Legionnaires’ disease or pneumonia, health disparities, and SDH. We organized findings using the Healthy People 2030 SDH domains: economic stability, education access and quality, social and community context, health care access and quality, and neighborhood and built environment. Results Of the 19 articles reviewed, multiple articles examined disparities in incidence of Legionnaires’ disease and pneumonia related to economic stability/income (n = 13) and comorbidities (n = 10), and fewer articles incorporated SDH variables related to education (n = 3), social support (none), health care access (n = 1), and neighborhood and built environment (n = 6) in their analyses. Conclusions Neighborhood and built-environment factors such as housing, drinking water infrastructure, and pollutant exposures represent critical partnership and research opportunities. More research that incorporates SDH and multilevel, cross-sector interventions is needed to address disparities in Legionnaires’ disease incidence.

scholarly journals Impact of COVID-19 on social determinants of health for adults with cystic fibrosis

2021 ◽  
Vol 15 ◽  
pp. 175346662110374
Author(s):  
Dana Albon ◽  
Heather Bruschwein ◽  
Morgan Soper ◽  
Rhonda List ◽  
Deirdre Jennings ◽  
...  
Keyword(s):  
Health Care ◽  
Cystic Fibrosis ◽  
Social Determinants Of Health ◽  
Social Determinants ◽  
Social Issues ◽  
Determinants Of Health ◽  
Care Utilization ◽  
Health Questionnaire ◽  
Improvement Project ◽  
The Impact

Introduction: Outcomes in cystic fibrosis are influenced by multiple factors, including social determinants of health. Low socioeconomic status has been shown to be associated with lung function decline, increased exacerbation rates, increased health care utilization, and decreased survival in cystic fibrosis. The COVID-19 pandemic disrupted the US economy, placing people with cystic fibrosis at risk for negative impacts due to changes in social determinants of health. Methods: To characterize the impact of COVID-19-related changes in social determinants of health in the adult cystic fibrosis population, a social determinants of health questionnaire was designed and distributed to patients as part of a quality improvement project. Results: Of 132 patients contacted, 76 (57.6%) responses were received. Of these responses, 22 (28.9%) answered yes to at least one question that indicated an undesired change in social determinants of health. Patients with stable employment prior to COVID-19 were more likely to endorse undesired change in all domains of the questionnaire, and the undesired changes were most likely to be related to employment, insurance security, and access to medications. Patients receiving disability were more likely to report hardship related to utilities and food security compared with patients previously employed or unemployed. Of patients endorsing risk of socioeconomic hardship, 21 (95.5%) were contacted by a social worker and provided resources. Conclusion: Utilizing a social determinants of health questionnaire to screen for social instability in the context of COVID-19 is feasible and beneficial for patients with cystic fibrosis. Identifying social issues early during the pandemic and implementing processes to provide resources may help patients with cystic fibrosis mitigate social hardship and maintain access to health care and medications.

scholarly journals Social determinants of health in mental health care and research: a case for greater inclusion

2019 ◽  
Vol 26 (8-9) ◽  
pp. 895-899 ◽  
Author(s):  
Joseph J Deferio ◽  
Scott Breitinger ◽  
Dhruv Khullar ◽  
Amit Sheth ◽  
Jyotishman Pathak
Keyword(s):  
Mental Health ◽  
Health Care ◽  
Mental Health Care ◽  
Social Determinants Of Health ◽  
Language Processing ◽  
Social Determinants ◽  
Ad Hoc ◽  
Extraction Methods ◽  
Determinants Of Health ◽  
Independent Risk Factors

Abstract Social determinants of health (SDOH) are known to influence mental health outcomes, which are independent risk factors for poor health status and physical illness. Currently, however, existing SDOH data collection methods are ad hoc and inadequate, and SDOH data are not systematically included in clinical research or used to inform patient care. Social contextual data are rarely captured prospectively in a structured and comprehensive manner, leaving large knowledge gaps. Extraction methods are now being developed to facilitate the collection, standardization, and integration of SDOH data into electronic health records. If successful, these efforts may have implications for health equity, such as reducing disparities in access and outcomes. Broader use of surveys, natural language processing, and machine learning methods to harness SDOH may help researchers and clinical teams reduce barriers to mental health care.

scholarly journals Addressing Social Needs in Health Care Settings: Evidence, Challenges, and Opportunities for Public Health

2020 ◽  
Vol 42 (1) ◽  
Author(s):  
Matthew W. Kreuter ◽  
Tess Thompson ◽  
Amy McQueen ◽  
Rachel Garg
Keyword(s):  
Public Health ◽  
Health Care ◽  
Social Determinants Of Health ◽  
Social Services ◽  
Social Determinants ◽  
Safety Net ◽  
Social Needs ◽  
Determinants Of Health ◽  
Health Improvement ◽  
Health Care Settings

There has been an explosion of interest in addressing social needs in health care settings. Some efforts, such as screening patients for social needs and connecting them to needed social services, are already in widespread practice. These and other major investments from the health care sector hint at the potential for new multisector collaborations to address social determinants of health and individual social needs. This article discusses the rapidly growing body of research describing the links between social needs and health and the impact of social needs interventions on health improvement, utilization, and costs. We also identify gaps in the knowledge base and implementation challenges to be overcome. We conclude that complementary partnerships among the health care, public health, and social services sectors can build on current momentum to strengthen social safety net policies, modernize social services, and reshape resource allocation to address social determinants of health. Expected final online publication date for the Annual Review of Public Health, Volume 42 is April 2021. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.

scholarly journals Emancipatory practices of nurses in primary health care: the home visit as an instrument of health needs assessment

2014 ◽  
Vol 48 (spe) ◽  
pp. 119-125 ◽  
Author(s):  
Celia Maria Sivalli Campos ◽  
Bárbara Ribeiro Buffette Silva ◽  
Deisi Cristine Forlin ◽  
Carla Andréa Trapé ◽  
Iara de Oliveira Lopes
Keyword(s):  
Health Care ◽  
Primary Health Care ◽  
Social Determinants Of Health ◽  
Social Determinants ◽  
Home Visit ◽  
Care Service ◽  
Health Care Service ◽  
Health Needs ◽  
Determinants Of Health ◽  
Primary Health

Objective Identify nurses’ emancipatory practices in primary care, to contribute to the improvement of health care. Method A case study type social research of qualitative nature, in which nurses of a primary health care service unit in São Paulo were interviewed. Results The home visit was identified as a nursing practice possible to be expanded in order to identify social determinants of health, triggering emancipatory practices in the service. This expansion occurred because the design of health care labour intended by the service team changed its focus from the traditional object of health services, the disease. Conclusion First, it is advocated that social policies lead projects with the purpose of improving health needs. On the other hand, the daily labour needs to provide opportunities for reflection and discussion of healthcare projects, leading workers to propose labour-processes targeted to both the social determinants of health and people’s illness.

scholarly journals Analysing local public health action plans: development of a tool for the French CLoterreS Study

2019 ◽  
Vol 29 (Supplement_4) ◽  
Author(s):  
Y Le Bodo ◽  
R Fonteneau ◽  
C Harpet ◽  
H Hudebine ◽  
F Jabot ◽  
...  
Keyword(s):  
Public Health ◽  
Health Care ◽  
Health Promotion ◽  
Social Determinants Of Health ◽  
Social Determinants ◽  
Social Care ◽  
Local Health ◽  
The Social ◽  
Prevention And Health Promotion ◽  
Living Circumstances

Abstract Background The potential contribution of local authorities to prevention and health promotion is well recognized. In France, since 2009, Local Health Contracts (LHCs) are mobilising Regional Health Agencies, local elected officials and stakeholders to intervene in 4 areas: health promotion, prevention, health care and social care. LHCs remain poorly documented policy instruments. Methods As part of the CLoterreS study, a multidimensional coding tool was developed and tested by two coders to explore the place of prevention and health promotion in LHCs. Its development was based on the WHO conceptual framework for action on the social determinants of health and the Self-assessment tool for the evaluation of essential public health operations in the WHO European Region. Preliminary results concern a random sample of 17 LHCs from as many French regions selected among the 165 LHCs signed between 2015 and March 2018. Results On average, the LHCs featured 26 action forms (AF) (min: 5; max: 56). In a LHC, the average proportion of AF addressing either the social determinants of health, living circumstances or other determinants targeted by health protection, promotion or primary prevention interventions (SDoH-HPP-P1) was 79% while 44% of the AF address secondary/tertiary prevention, social care or the organization of health care and services. Among the SDoH-HPP-P1 themes (double coding permitted): psychosocial life circumstances were addressed in the 17 LHCs and concerned, on average, 31% of their AF; material living circumstances were addressed to a lesser extent (16 LHCs, 13%); other key themes include environmental health (12, 14%), mental health (16, 12%), alcohol abuse (15, 11%), drug use (14, 11%), smoking (13, 9%), physical activity (13, 12%), healthy eating (12, 12%). Conclusions This work confirms that LHCs are instruments with prevention and health promotion at their core. Explanation of the differing investments in this area across our sample will be further explored. Key messages Local Health Contracts are promising instruments to address locally a broad range of health determinants. The CLoterreS analytical tool has proven effective in capturing multiple themes and shedding light on differences between Local Health Contracts’ action plans.

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