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Califf RM, Wong C, Doraiswamy PM, Hong DS, Miller DP, Mega JL. Importance of Social Determinants in Screening for Depression. J Gen Intern Med 2022; 37:2736-2743. [PMID: 34405346 PMCID: PMC9411454 DOI: 10.1007/s11606-021-06957-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 05/27/2021] [Indexed: 01/07/2023]
Abstract
IMPORTANCE The most common screening tool for depression is the Patient Health Questionnaire-9 (PHQ-9). Despite extensive research on the clinical and behavioral implications of the PHQ-9, data are limited on the relationship between PHQ-9 scores and social determinants of health and disease. OBJECTIVE To assess the relationship between the PHQ-9 at intake and other measurements intended to assess social determinants of health. DESIGN, SETTING, AND PARTICIPANTS Cross-sectional analyses of 2502 participants from the Baseline Health Study (BHS), a prospective cohort of adults selected to represent major demographic groups in the US; participants underwent deep phenotyping on demographic, socioeconomic, clinical, laboratory, functional, and imaging findings. INTERVENTIONS None. MAIN OUTCOMES AND MEASURES Cross-sectional measures of clinical and socioeconomic status (SES). RESULTS In addition to a host of clinical and biological factors, higher PHQ-9 scores were associated with female sex, younger participants, people of color, and Hispanic ethnicity. Multiple measures of low SES, including less education, being unmarried, not currently working, and lack of insurance, were also associated with higher PHQ-9 scores across the entire spectrum of PHQ-9 scores. A summative score of SES, which was the 6th most predictive factor, was associated with higher PHQ-9 score after adjusting for 150 clinical, lab testing, and symptomatic characteristics. CONCLUSIONS AND RELEVANCE Our findings underscore that depression should be considered a comorbidity when social determinants of health are addressed, and both elements should be considered when designing appropriate interventions.
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Affiliation(s)
| | | | - P Murali Doraiswamy
- Department of Psychiatry and Behavioral Sciences and the Duke Institute for Brain Sciences, Duke University School of Medicine, Durham, NC, USA
| | - David S Hong
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
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Coyer L, Boyd A, Schinkel J, Agyemang C, Galenkamp H, Koopman ADM, Leenstra T, Moll van Charante EP, van den Born BJH, Lok A, Verhoeff A, Zwinderman AH, Jurriaans S, van Vught LA, Stronks K, Prins M. SARS-CoV-2 antibody prevalence and correlates of six ethnic groups living in Amsterdam, the Netherlands: a population-based cross-sectional study, June-October 2020. BMJ Open 2022; 12:e052752. [PMID: 34992110 PMCID: PMC8739540 DOI: 10.1136/bmjopen-2021-052752] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVES It has been suggested that ethnic minorities have been disproportionally affected by the COVID-19. We aimed to determine whether prevalence and correlates of past SARS-CoV-2 exposure varied between six ethnic groups in Amsterdam, the Netherlands. DESIGN, SETTING, PARTICIPANTS Participants aged 25-79 years enrolled in the Healthy Life in an Urban Setting population-based prospective cohort (n=16 889) were randomly selected within ethnic groups and invited to participate in a cross-sectional COVID-19 seroprevalence substudy. OUTCOME MEASURES We tested participants for SARS-CoV-2-specific antibodies and collected information on SARS-CoV-2 exposures. We estimated prevalence and correlates of SARS-CoV-2 exposure within ethnic groups using survey-weighted logistic regression adjusting for age, sex and calendar time. RESULTS Between 24 June and 9 October 2020, we included 2497 participants. Adjusted SARS-CoV-2 seroprevalence was comparable between ethnic Dutch (24/498; 5.1%, 95% CI 2.8% to 7.4%), South-Asian Surinamese (22/451; 4.9%, 95% CI 2.2% to 7.7%), African Surinamese (22/400; 8.3%, 95% CI 3.1% to 13.6%), Turkish (30/408; 7.9%, 95% CI 4.4% to 11.4%) and Moroccan (32/391; 7.2%, 95% CI 4.2% to 10.1%) participants, but higher among Ghanaians (95/327; 26.3%, 95% CI 18.5% to 34.0%). 57.1% of SARS-CoV-2-positive participants did not suspect or were unsure of being infected, which was lowest in African Surinamese (18.2%) and highest in Ghanaians (90.5%). Correlates of SARS-CoV-2 exposure varied across ethnic groups, while the most common correlate was having a household member suspected of infection. In Ghanaians, seropositivity was associated with older age, larger household sizes, living with small children, leaving home to work and attending religious services. CONCLUSIONS No remarkable differences in SARS-CoV-2 seroprevalence were observed between the largest ethnic groups in Amsterdam after the first wave of infections. The higher infection seroprevalence observed among Ghanaians, which passed mostly unnoticed, warrants wider prevention efforts and opportunities for non-symptom-based testing.
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Affiliation(s)
- Liza Coyer
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
- Department of Infectious Diseases, Amsterdam UMC, location AMC, Amsterdam Infection and Immunity (AII), University of Amsterdam, Amsterdam, The Netherlands
| | - Anders Boyd
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
- Stichting HIV Monitoring, Amsterdam, The Netherlands
| | - Janke Schinkel
- Department of Medical Microbiology, Amsterdam UMC, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Charles Agyemang
- Department of Public and Occupational Health, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
| | - Henrike Galenkamp
- Department of Public and Occupational Health, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
| | - Anitra D M Koopman
- Department of Public and Occupational Health, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
| | - Tjalling Leenstra
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
| | - Eric P Moll van Charante
- Department of Public and Occupational Health, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
- Department of General Practice, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
| | - Bert-Jan H van den Born
- Department of Public and Occupational Health, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
- Department of Vascular Medicine, Amsterdam UMC, location AMC, Amsterdam Cardiovascular Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Anja Lok
- Department of Psychiatry, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, Center for Urban Mental Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Arnoud Verhoeff
- Department of Sociology and Anthropology, University of Amsterdam, Amsterdam, The Netherlands
- Department of Epidemiology, Health Promotion and Healthcare Innovation, Public Health Service of Amsterdam, Amsterdam, The Netherlands
| | - Aeilko H Zwinderman
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Suzanne Jurriaans
- Department of Medical Microbiology, Amsterdam UMC, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Lonneke A van Vught
- Department of General Practice, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
- Center for Experimental Molecular Medicine, Amsterdam UMC, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Karien Stronks
- Department of Public and Occupational Health, Amsterdam UMC, location AMC, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
| | - Maria Prins
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
- Department of Infectious Diseases, Amsterdam UMC, location AMC, Amsterdam Infection and Immunity (AII), University of Amsterdam, Amsterdam, The Netherlands
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