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Laffey KG, Nelson AD, Laffey MJ, Nguyen Q, Sheets LR, Schrum AG. Regional Differences in American Indian/Alaska Native Chronic Respiratory Disease Disparity: Evidence from National Survey Results. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1070. [PMID: 39200679 PMCID: PMC11354713 DOI: 10.3390/ijerph21081070] [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: 07/08/2024] [Revised: 07/31/2024] [Accepted: 08/12/2024] [Indexed: 09/02/2024]
Abstract
American Indian/Alaska Native (AI/AN) persons in the US experience a disparity in chronic respiratory diseases compared to white persons. Using Behavioral Risk Factor Surveillance System (BRFSS) data, we previously showed that the AI/AN race/ethnicity variable was not associated with asthma and/or chronic obstructive pulmonary disease (COPD) in a BRFSS-defined subset of 11 states historically recognized as having a relatively high proportion of AI/AN residents. Here, we investigate the contributions of the AI/AN variable and other sociodemographic determinants to disease disparity in the remaining 39 US states and territories. Using BRFSS surveys from 2011 to 2019, we demonstrate that irrespective of race, the yearly adjusted prevalence for asthma and/or COPD was higher in the 39-state region than in the 11-state region. Logistic regression analysis revealed that the AI/AN race/ethnicity variable was positively associated with disease in the 39-state region after adjusting for sociodemographic covariates, unlike in the 11-state region. This shows that the distribution of disease prevalence and disparity for asthma and/or COPD is non-uniform in the US. Although AI/AN populations experience this disease disparity throughout the US, the AI/AN variable was only observed to contribute to this disparity in the 39-state region. It may be important to consider the geographical distribution of respiratory health determinants and factors uniquely impactful for AI/AN disease disparity when formulating disparity elimination policies.
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Affiliation(s)
- Kimberly G. Laffey
- Department of Molecular Microbiology and Immunology, School of Medicine, University of Missouri, Columbia, MO 65212, USA
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65212, USA
| | - Alfreda D. Nelson
- Department of Surgery, School of Medicine, University of Missouri, Columbia, MO 65212, USA
| | - Matthew J. Laffey
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65212, USA
| | - Quynh Nguyen
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65212, USA
| | - Lincoln R. Sheets
- Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MO 65212, USA
| | - Adam G. Schrum
- Department of Molecular Microbiology and Immunology, School of Medicine, University of Missouri, Columbia, MO 65212, USA
- Department of Surgery, School of Medicine, University of Missouri, Columbia, MO 65212, USA
- Department of Biomedical, Biological, and Chemical Engineering, College of Engineering, University of Missouri, Columbia, MO 65212, USA
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Close RM, Weigle A, Thompson T, McAuley J. Integrated Response to Address a Resurgent Syphilis Epidemic in a Rural American Indian Community, Whiteriver, Arizona, January 2022 to June 2023. Sex Transm Dis 2024; 51:156-161. [PMID: 38100793 DOI: 10.1097/olq.0000000000001909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Abstract
BACKGROUND The United States has seen a significant rise in syphilis over the past 20 years with a disparate impact on American Indian communities. We conducted a thorough review of the local epidemiology that guided an innovative response to curb the epidemic. METHODS We analyzed syphilis data from a hospital in rural Arizona that serves an American Indian population of more than 18,000. Testing data were extracted from 2017 to 2023 with detailed chart reviews of all reactive results since January 2022. Descriptive and comparative statistics were computed using parametric and nonparametric methods where appropriate. RESULTS Among 5888 tested persons, 555 (9.4%) had reactive results and 277 (4.7%) represented new infections. Among new cases, 151 (54.5%) were female and 55 (19.9%) were reinfections. The annualized incidence rate was 10.0 cases per 1000 persons with peak annualized incidence among women aged 30 to 34 years of 22.6 infections per 1000 persons. During the observation period and after the implementation of programmatic changes in June 2022, there were statistically significant reductions in median time to treatment (-80%), test positivity (-70%), infections (-60%), and no congenital syphilis cases during the observation period. CONCLUSIONS We observed significantly elevated syphilis rates in American Indian/Alaska Native persons compared with the general population. Strategic implementation of new policies and practices led to a measurable and meaningful improvement in several epidemic variables, and our experience may serve as a model to other communities.
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Affiliation(s)
- Ryan M Close
- From the Whiteriver Service Unit, Indian Health Service
| | | | | | - James McAuley
- From the Whiteriver Service Unit, Indian Health Service
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3
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Griffee MJ, Thomson DA, Fanning J, Rosenberger D, Barnett A, White NM, Suen J, Fraser JF, Li Bassi G, Cho SM. Race and ethnicity in the COVID-19 Critical Care Consortium: demographics, treatments, and outcomes, an international observational registry study. Int J Equity Health 2023; 22:260. [PMID: 38087346 PMCID: PMC10717789 DOI: 10.1186/s12939-023-02051-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 11/05/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Improving access to healthcare for ethnic minorities is a public health priority in many countries, yet little is known about how to incorporate information on race, ethnicity, and related social determinants of health into large international studies. Most studies of differences in treatments and outcomes of COVID-19 associated with race and ethnicity are from single cities or countries. METHODS We present the breadth of race and ethnicity reported for patients in the COVID-19 Critical Care Consortium, an international observational cohort study from 380 sites across 32 countries. Patients from the United States, Australia, and South Africa were the focus of an analysis of treatments and in-hospital mortality stratified by race and ethnicity. Inclusion criteria were admission to intensive care for acute COVID-19 between January 14th, 2020, and February 15, 2022. Measurements included demographics, comorbidities, disease severity scores, treatments for organ failure, and in-hospital mortality. RESULTS Seven thousand three hundred ninety-four adults met the inclusion criteria. There was a wide variety of race and ethnicity designations. In the US, American Indian or Alaska Natives frequently received dialysis and mechanical ventilation and had the highest mortality. In Australia, organ failure scores were highest for Aboriginal/First Nations persons. The South Africa cohort ethnicities were predominantly Black African (50%) and Coloured* (28%). All patients in the South Africa cohort required mechanical ventilation. Mortality was highest for South Africa (68%), lowest for Australia (15%), and 30% in the US. CONCLUSIONS Disease severity was higher for Indigenous ethnicity groups in the US and Australia than for other ethnicities. Race and ethnicity groups with longstanding healthcare disparities were found to have high acuity from COVID-19 and high mortality. Because there is no global system of race and ethnicity classification, researchers designing case report forms for international studies should consider including related information, such as socioeconomic status or migration background. *Note: "Coloured" is an official, contemporary government census category of South Africa and is a term of self-identification of race and ethnicity of many citizens of South Africa.
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Affiliation(s)
- Matthew J Griffee
- Department of Anesthesiology, University of Utah School of Medicine, 30 N Mario Capecchi Drive, HELIX Tower 5N100, Salt Lake City, UT, 84112, USA.
| | - David A Thomson
- Department of Anaesthesia and Perioperative Medicine, Division of Critical Care, University of Cape Town, Cape Town, South Africa
| | - Jonathon Fanning
- Critical Care Research Group, The Prince Charles Hospital, Chermside, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | | | - Adrian Barnett
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, QLD, Australia
| | - Nicole M White
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, QLD, Australia
| | - Jacky Suen
- Critical Care Research Group, The Prince Charles Hospital, Chermside, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - John F Fraser
- Critical Care Research Group, The Prince Charles Hospital, Chermside, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, QLD, Australia
- St Andrew's War Memorial Hospital, UnitingCare, Spring Hill, QLD, Australia
| | - Gianluigi Li Bassi
- Critical Care Research Group, The Prince Charles Hospital, Chermside, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- St Andrew's War Memorial Hospital, UnitingCare, Spring Hill, QLD, Australia
- Wesley Medical Research Foundation, Auchenflower, QLD, Australia
- Wesley Hospital, Spring Hill, Auchenflower, QLD, Australia
- Queensland University of Technology, Brisbane, Australia
| | - Sung-Min Cho
- Departments of Neurology, Surgery, Anesthesia and Critical Care Medicine, Johns Hopkins Hospital, Baltimore, MD, USA
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Cole AB, Lopez SV, Armstrong CM, Gillson SL, Weiss N, Blair AL, Walls M. An Updated Narrative Review on the Role of Alcohol Among Indigenous Communities. CURRENT ADDICTION REPORTS 2023; 10:702-717. [PMID: 38645278 PMCID: PMC11027470 DOI: 10.1007/s40429-023-00520-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2023] [Indexed: 04/23/2024]
Abstract
Purpose of Review The role of alcohol varies considerably among Indigenous Peoples and is the backdrop of persistent stereotypes despite decades of research. This paper provides an updated narrative review on the alcohol literature among Indigenous communities, highlighting recent studies published since 2017. Recent Findings We examined published literature involving alcohol use rates, including abstinence; risk and protective factors; treatment; and recovery, as well as future directions for alcohol prevention and intervention efforts with Indigenous communities. Summary Evidence-based alcohol use prevention, intervention, and recovery strategies with Indigenous communities are outlined. Recommendations are provided for researchers, health providers, and public policy advocates to address and better understand alcohol use, treatment, prevention, and recovery among Indigenous Peoples. Specific recommendations include using community-based participatory research strategies and harm reduction approaches to prevent and treat alcohol use problems with Indigenous communities. Future research is needed to elucidate mechanisms of resilience and recovery from Alcohol Use Disorder and possible shifts in perceptions of alcohol use for Indigenous Peoples.
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Affiliation(s)
- Ashley B. Cole
- Department of Psychology, Oklahoma State University, 116 Psychology Building, Stillwater, OK 74078, USA
| | - Susanna V. Lopez
- Center for Indigenous Health Research and Policy, Oklahoma State University Center for Health Sciences, 5310 E 31st St., Tulsa, OK 74135, USA
| | - Cassidy M. Armstrong
- Department of Psychology, Oklahoma State University, 116 Psychology Building, Stillwater, OK 74078, USA
| | | | - Nicole Weiss
- Johns Hopkins Bloomberg School of Public Health, Center for Indigenous Health, 1915 South Street, Duluth, MN 55812, USA
| | - Alexandra L. Blair
- Department of Psychology, Oklahoma State University, 116 Psychology Building, Stillwater, OK 74078, USA
| | - Melissa Walls
- Johns Hopkins Bloomberg School of Public Health, Center for Indigenous Health, 1915 South Street, Duluth, MN 55812, USA
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Richard MK. Race matters in addressing homelessness: A scoping review and call for critical research. AMERICAN JOURNAL OF COMMUNITY PSYCHOLOGY 2023; 72:464-485. [PMID: 37649444 DOI: 10.1002/ajcp.12700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 07/18/2023] [Accepted: 08/01/2023] [Indexed: 09/01/2023]
Abstract
Structural racism contributes to homelessness in the United States, as evidenced by the stark racial disparities in who experiences it. This paper reviews research at the intersections of race and homelessness to advance efforts to understand and address racial inequities. Part 1 offers a synthesis of homelessness research from the 1980s to 2015, where several scholars examined the role of race and racism despite mainstream efforts to present the issue as race-neutral. Part 2 presents the results of a systematic scoping review of research at the intersections of race and homelessness from 2016 to 2021. The 90 articles included demonstrate a growing, multidisciplinary body of literature that documents how needs and trajectories of people experiencing homelessness differ by race, examines how the racialized structuring of society contributes to homelessness risk, and explores how programs, policies, and grassroots action can address inequities. In addition to charting findings and implications, included studies are appraised against research principles developed by Critical Race Theory scholars, mapping the potential of existing research on race and homelessness to challenge racism.
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Affiliation(s)
- Molly K Richard
- Department of Human and Organizational Development, Peabody College, Vanderbilt University, Nashville, Tennessee, USA
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Sehar U, Kopel J, Reddy PH. Alzheimer's disease and its related dementias in US Native Americans: A major public health concern. Ageing Res Rev 2023; 90:102027. [PMID: 37544432 PMCID: PMC10515314 DOI: 10.1016/j.arr.2023.102027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 07/25/2023] [Accepted: 08/03/2023] [Indexed: 08/08/2023]
Abstract
Alzheimer's disease (AD) and Alzheimer's related dementias (ADRD) are growing public health concerns in aged populations of all ethnic and racial groups. AD and ADRD are caused by multiple factors, such as genetic mutations, modifiable and non-modifiable risk factors, and lifestyle. Studies of postmortem brains have revealed multiple cellular changes implicated in AD and ADRD, including the accumulation of amyloid beta and phosphorylated tau, synaptic damage, inflammatory responses, hormonal imbalance, mitochondrial abnormalities, and neuronal loss. These changes occur in both early-onset familial and late-onset sporadic forms. Two-thirds of women and one-third of men are at life time risk for AD. A small proportion of total AD cases are caused by genetic mutations in amyloid precursor protein, presenilin 1, and presenilin 1 genes, and the APOE4 allele is a risk factor. Tremendous research on AD/ADRD, and other comorbidities such as diabetes, obesity, hypertension, and cancer has been done on almost all ethnic groups, however, very little biomedical research done on US Native Americans. AD/ADRD prevalence is high among all ethnic groups. In addition, US Native Americans have poorer access to healthcare and medical services and are less likely to receive a diagnosis once they begin to exhibit symptoms, which presents difficulties in treating Alzheimer's and other dementias. One in five US Native American people who are 45 years of age or older report having memory issues. Further, the impact of caregivers and other healthcare aspects on US Native Americans is not yet. In the current article, we discuss the history of Native Americans of United States (US) and health disparities, occurrence, and prevalence of AD/ADRD, and shedding light on the culturally sensitive caregiving practices in US Native Americans. This article is the first to discuss biomedical research and healthcare disparities in US Native Americans with a focus on AD and ADRD, we also discuss why US Native Americans are reluctant to participate in biomedical research.
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Affiliation(s)
- Ujala Sehar
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - Jonathan Kopel
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - P Hemachandra Reddy
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Nutritional Sciences Department, College of Human Sciences, Texas Tech University, 1301 Akron Ave, Lubbock, TX 79409, USA; Neurology, Departments of School of Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Public Health Department of Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Speech, Language and Hearing Sciences, School Health Professions, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA.
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7
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Fine DR, Joyce A, Chang Y, Lewis E, Weinstock K, Wright J, Gaeta J, Song Z, Baggett TP. Health Care Utilization among Homeless-Experienced Adults Who Were Seen by a Mobile Addiction Health Clinic in Boston, Massachusetts: A Quasi-Experimental Study. Subst Use Misuse 2023; 58:1115-1120. [PMID: 37184078 PMCID: PMC10443101 DOI: 10.1080/10826084.2023.2212279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Background: Mobile health clinics improve access to care for marginalized individuals who are disengaged from the healthcare system. This study evaluated the association between a mobile addiction health clinic and health care utilization among people experiencing homelessness. Methods: Using Medicaid claims data, we evaluated adults who were seen by a mobile addiction health clinic in Boston, Massachusetts from 1/16/18-1/15/19 relative to a propensity score matched control cohort. We evaluated both cohorts from four years before to one year after the index visit date with the mobile clinic. The primary outcome was the number of outpatient visits; secondary outcomes were the number of hospitalizations and emergency department (ED) visits. We used Poisson regression to compare changes in outcomes from before to after the index date in a quasi-experimental design. Results: 138 adults were seen by the mobile clinic during the observation period; 29.7% were female, 16.7% were Black, 8.0% Hispanic, 68.1% White, and the mean age was 40.4 years. The mean number of mobile clinic encounters was 3.1. The yearly mean number of outpatient visits increased from 11.5 to 12.1 (p = 0.43; pdiff-in-diff = 0.15), the number of hospitalizations increased from 2.2 to 3.0 (p = 0.04; pdiff-in-diff = 0.87), and the number of ED visits increased from 5.4 to 6.5 (p = 0.04; pdiff-in-diff = 0.40). Conclusions: The mobile addiction health clinic was not associated with statistically significant changes in health care utilization in the first year. Further research in larger samples using a broader set of outcomes is needed to quantify the benefits of this innovative care delivery model.
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Affiliation(s)
- Danielle R. Fine
- Division of General Internal Medicine, Massachusetts General Hospital, 100 Cambridge Street, 16 Floor, Boston, MA, 02114, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Andrea Joyce
- Division of General Internal Medicine, Massachusetts General Hospital, 100 Cambridge Street, 16 Floor, Boston, MA, 02114, USA
| | - Yuchiao Chang
- Division of General Internal Medicine, Massachusetts General Hospital, 100 Cambridge Street, 16 Floor, Boston, MA, 02114, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Elizabeth Lewis
- Boston Health Care for the Homeless Program, 780 Albany Street, Boson, MA, 02118, USA
- Boston University School of Public Health, 715 Albany Street, Boson, MA, 02118, USA
| | - Karen Weinstock
- Division of General Internal Medicine, Massachusetts General Hospital, 100 Cambridge Street, 16 Floor, Boston, MA, 02114, USA
| | - Joseph Wright
- Boston Health Care for the Homeless Program, 780 Albany Street, Boson, MA, 02118, USA
| | - Jessie Gaeta
- Boston Health Care for the Homeless Program, 780 Albany Street, Boson, MA, 02118, USA
- Boston University School of Medicine, 72 East Concord Street, Boston, MA, 02118, USA
| | - Zirui Song
- Division of General Internal Medicine, Massachusetts General Hospital, 100 Cambridge Street, 16 Floor, Boston, MA, 02114, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Travis P. Baggett
- Division of General Internal Medicine, Massachusetts General Hospital, 100 Cambridge Street, 16 Floor, Boston, MA, 02114, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
- Boston Health Care for the Homeless Program, 780 Albany Street, Boson, MA, 02118, USA
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8
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Rogers JH, Casto AM, Nwanne G, Link AC, Martinez MA, Nackviseth C, Wolf CR, Hughes JP, Englund JA, Sugg N, Uyeki TM, Han PD, Pfau B, Shendure J, Chu HY. Results from a test-and-treat study for influenza among residents of homeless shelters in King County, WA: A stepped-wedge cluster-randomized trial. Influenza Other Respir Viruses 2023; 17:e13092. [PMID: 36610058 PMCID: PMC9835442 DOI: 10.1111/irv.13092] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/10/2022] [Accepted: 12/12/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Persons experiencing homelessness face increased risk of influenza as overcrowding in congregate shelters can facilitate influenza virus spread. Data regarding on-site influenza testing and antiviral treatment within homeless shelters remain limited. METHODS We conducted a cluster-randomized stepped-wedge trial of point-of-care molecular influenza testing coupled with antiviral treatment with baloxavir or oseltamivir in residents of 14 homeless shelters in Seattle, WA, USA. Residents ≥3 months with cough or ≥2 acute respiratory illness (ARI) symptoms and onset <7 days were eligible. In control periods, mid-nasal swabs were tested for influenza by reverse transcription polymerase chain reaction (RT-PCR). The intervention period included on-site rapid molecular influenza testing and antiviral treatment for influenza-positives if symptom onset was <48 h. The primary endpoint was monthly influenza virus infections in the control versus intervention periods. Influenza whole genome sequencing was performed to assess transmission and antiviral resistance. RESULTS During 11/15/2019-4/30/2020 and 11/2/2020-4/30/2021, 1283 ARI encounters from 668 participants were observed. Influenza virus was detected in 51 (4%) specimens using RT-PCR (A = 14; B = 37); 21 influenza virus infections were detected from 269 (8%) intervention-eligible encounters by rapid molecular testing and received antiviral treatment. Thirty-seven percent of ARI-participant encounters reported symptom onset < 48 h. The intervention had no effect on influenza virus transmission (adjusted relative risk 1.73, 95% confidence interval [CI] 0.50-6.00). Of 23 influenza genomes, 86% of A(H1N1)pdm09 and 81% of B/Victoria sequences were closely related. CONCLUSION Our findings suggest feasibility of influenza test-and-treat strategies in shelters. Additional studies would help discern an intervention effect during periods of increased influenza activity.
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Affiliation(s)
- Julia H. Rogers
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA,Department of EpidemiologyUniversity of WashingtonSeattleWashingtonUSA
| | - Amanda M. Casto
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA,Vaccine and Infectious Disease DivisionFred Hutchinson Cancer Research CenterSeattleWashingtonUSA
| | - Gift Nwanne
- Vaccine and Infectious Disease DivisionFred Hutchinson Cancer Research CenterSeattleWashingtonUSA
| | - Amy C. Link
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Miguel A. Martinez
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Callista Nackviseth
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Caitlin R. Wolf
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - James P. Hughes
- Vaccine and Infectious Disease DivisionFred Hutchinson Cancer Research CenterSeattleWashingtonUSA,Department of BiostatisticsUniversity of WashingtonSeattleWashingtonUSA
| | - Janet A. Englund
- Division of Pediatric Infectious Diseases, Department of PediatricsUniversity of Washington, Seattle Children's Research InstituteSeattleWashingtonUSA
| | - Nancy Sugg
- Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Timothy M. Uyeki
- Influenza Division, National Center for Immunization and Respiratory DiseasesCenters for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Peter D. Han
- Brotman Baty Institute for Precision MedicineSeattleWashingtonUSA
| | - Brian Pfau
- Brotman Baty Institute for Precision MedicineSeattleWashingtonUSA
| | - Jay Shendure
- Department of Genome SciencesUniversity of WashingtonSeattleWashingtonUSA
| | - Helen Y. Chu
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
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Sahu M, Gupta R, Ambasta RK, Kumar P. Artificial intelligence and machine learning in precision medicine: A paradigm shift in big data analysis. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2022; 190:57-100. [PMID: 36008002 DOI: 10.1016/bs.pmbts.2022.03.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The integration of artificial intelligence in precision medicine has revolutionized healthcare delivery. Precision medicine identifies the phenotype of particular patients with less-common responses to treatment. Recent studies have demonstrated that translational research exploring the convergence between artificial intelligence and precision medicine will help solve the most difficult challenges facing precision medicine. Here, we discuss different aspects of artificial intelligence in precision medicine that improve healthcare delivery. First, we discuss how artificial intelligence changes the landscape of precision medicine and the evolution of artificial intelligence in precision medicine. Second, we highlight the synergies between artificial intelligence and precision medicine and promises of artificial intelligence and precision medicine in healthcare delivery. Third, we briefly explain the promise of big data analytics and the integration of nanomaterials in precision medicine. Last, we highlight the challenges and opportunities of artificial intelligence in precision medicine.
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Affiliation(s)
- Mehar Sahu
- Molecular Neuroscience and Functional Genomics Laboratory, Delhi Technological University (Formerly Delhi College of Engineering), Shahbad Daulatpur, Delhi, India
| | - Rohan Gupta
- Molecular Neuroscience and Functional Genomics Laboratory, Delhi Technological University (Formerly Delhi College of Engineering), Shahbad Daulatpur, Delhi, India
| | - Rashmi K Ambasta
- Molecular Neuroscience and Functional Genomics Laboratory, Delhi Technological University (Formerly Delhi College of Engineering), Shahbad Daulatpur, Delhi, India
| | - Pravir Kumar
- Molecular Neuroscience and Functional Genomics Laboratory, Delhi Technological University (Formerly Delhi College of Engineering), Shahbad Daulatpur, Delhi, India.
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Bennett-Daly G, Maxwell H, Bridgman H. The Health Needs of Regionally Based Individuals Who Experience Homelessness: Perspectives of Service Providers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:8368. [PMID: 35886228 PMCID: PMC9316847 DOI: 10.3390/ijerph19148368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 12/07/2022]
Abstract
The bidirectional relationship between homelessness and poor health and the barriers that individuals who experience homelessness face when trying to access healthcare are well documented. There is, however, little Australian research exploring the situation of individuals who experience homelessness in regional contexts and, moreover, from the perspective of service providers. A qualitative descriptive methodology underpinned this study, with in-depth semi-structured interviews being conducted with 11 service providers to identify barriers to care faced by people who experience homelessness and barriers that service providers themselves experience in supporting this population. The key barriers identified were client-level barriers: living day-by-day, financial, health literacy, mental health conditions, behaviour, safety and stigma; provider-level barriers: few bulk-billing doctors, fragmented services, limited resources, negative past experiences with healthcare; and system level barriers: transportation, over-stretched healthcare services. The combined impact of these barriers has significantly contributed to the desperate situation of people experiencing homelessness in Launceston. This situation is likely replicated in other regional populations in Australia. Given that individuals experiencing homelessness have higher rates of every measure in health inequality, steps need to be taken to reduce barriers, and a standardised approach to health care urgently needs to be implemented by governments at the state and national level to improve the health of regionally based individuals experiencing homelessness.
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Affiliation(s)
- Grace Bennett-Daly
- School of Nursing, University of Tasmania, Newnham, Launceston, TAS 7248, Australia;
| | - Hazel Maxwell
- School of Health Sciences, University of Tasmania, Rozelle, Sydney, NSW 2015, Australia
| | - Heather Bridgman
- Centre for Rural Health, University of Tasmania, Newnham, Launceston, TAS 7248, Australia;
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11
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Samuel-Nakamura C, Brecht ML, Arbing R. Emergency Department Use by Women Experiencing Homelessness in Los Angeles, California, USA. WOMEN'S HEALTH REPORTS 2022; 3:593-600. [PMID: 35814610 PMCID: PMC9258795 DOI: 10.1089/whr.2021.0142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 05/19/2022] [Indexed: 11/13/2022]
Abstract
Background: This article reports on the use of hospital Emergency Departments (EDs) in women experiencing homelessness in Los Angeles, California. Women 18 years of age or older were recruited from homeless day centers in Los Angeles to participate in this study. Materials and Methods: A self-report questionnaire on health status, demographics, and emergency service use was completed by study participants. Results: In this study of women experiencing homelessness, 64% utilized the ED within the past year. The mean number of ED use was 3.63 (range 0–20) visits in the past year. Higher frequency visits were significantly associated with several mental health conditions (p = 0.016), physical disability (p = 0.001), and traumatic brain injury (p = 0.013). Conclusions: The physical and psychological impacts of the homelessness experience can be enormous, affecting the homeless individually and collectively. Study findings may help to understand how to improve services that support and meet the needs of women experiencing homelessness such as patient and family-centered care and trauma-informed care in the ED.
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Affiliation(s)
| | - Mary-Lynn Brecht
- School of Nursing, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Rachel Arbing
- School of Nursing, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
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12
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Jaramillo ET, Sommerfeld DH, Haozous EA, Brunner A, Willging CE. Causes and Consequences of Not Having a Personal Healthcare Provider Among American Indian Elders: A Mixed-Method Study. Front Public Health 2022; 10:832626. [PMID: 35309185 PMCID: PMC8926165 DOI: 10.3389/fpubh.2022.832626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 02/07/2022] [Indexed: 11/22/2022] Open
Abstract
Having a regular relationship with a healthcare provider contributes to better health outcomes and greater satisfaction with care for older adults. Although members of federally recognized American Indian tribes have a legal right to healthcare, American Indian Elders experience inequities in healthcare access that may compromise their ability to establish a relationship with a healthcare provider. This multi-year, community-driven, mixed-method study examines the potential causes and consequences of not having a personal healthcare provider among American Indian Elders. Quantitative surveys and qualitative interviews were conducted with 96 American Indian Elders (age 55 and over) in two states in the Southwestern United States. Quantitative and qualitative data were analyzed separately and then triangulated to identify convergences and divergences in data. Findings confirmed that having a consistent healthcare provider correlated significantly with self-rated measures of health, confidence in getting needed care, access to overall healthcare, and satisfaction with care. Lack of a regular healthcare provider was related to interconnected experiences of self-reliance, bureaucratic and contextual barriers to care, and sentiments of fear and mistrust based in previous interactions with medical care. Increasing health equity for American Indian Elders will thus require tailored outreach and system change efforts to increase continuity of care and provider longevity within health systems and build Elders' trust and confidence in healthcare providers.
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Affiliation(s)
- Elise Trott Jaramillo
- Southwest Center, Pacific Institute for Research and Evaluation, Albuquerque, NM, United States
| | - David H Sommerfeld
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Emily A Haozous
- Southwest Center, Pacific Institute for Research and Evaluation, Albuquerque, NM, United States
| | - Amy Brunner
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Cathleen E Willging
- Southwest Center, Pacific Institute for Research and Evaluation, Albuquerque, NM, United States
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13
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Ramos GG, West AE, Begay C, Telles VM, D'Isabella J, Antony V, Soto C. Substance use disorder and homelessness among American Indians and Alaska Natives in California. J Ethn Subst Abuse 2021; 22:350-371. [PMID: 34339341 DOI: 10.1080/15332640.2021.1952125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
American Indian and Alaska Native (AIAN) communities have higher rates of substance use than other racial and ethnic groups. Substance use disorder (SUD) is tied to the increased risk of experiencing homelessness. National policies have also led to the disproportionate rates of homelessness among AIAN communities. However, specific experiences related to the occurrence of SUD and homelessness among AIAN in California, as well as seeking and accessing SUD treatment, are not well understood. This study explored potential SUD risk and resilience factors for AIANs experiencing homelessness and their experiences when seeking services for SUD. Nineteen interviews were conducted in northern, central, and southern California. Thematic analysis was used for these data. The five primary codes were: (1) risk factors for SUD, (2) resilience related to SUD service seeking, (3) services available, (4) barriers accessing services, and (5) services needed. Based on the results, themes for risk were trauma, mental health, and community conditions. Themes for resilience were identified at individual and community levels and included personal motivation and community support and inclusiveness. Themes for services available were limited knowledge about service types and services' location. The themes for barriers accessing services were identified at internal and external levels, and included lack of readiness and transportation challenges, respectively. Themes for services needed included continuum of care, integrated care, and culturally sensitive services. Findings highlight the importance of addressing the potential risk factors and service needs of AIANs experiencing homelessness to provide comprehensive and culturally sensitive services to reduce substance use.
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Affiliation(s)
- G G Ramos
- University of Southern California, Los Angeles, CA, USA
| | - A E West
- University of Southern California, Los Angeles, CA, USA
| | - C Begay
- University of Southern California, Los Angeles, CA, USA
| | - V M Telles
- University of Southern California, Los Angeles, CA, USA
| | - J D'Isabella
- University of Southern California, Los Angeles, CA, USA
| | - V Antony
- University of Southern California, Los Angeles, CA, USA
| | - C Soto
- University of Southern California, Los Angeles, CA, USA
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14
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Wortham JM, Li R, Althomsons SP, Kammerer S, Haddad MB, Powell KM. Tuberculosis Genotype Clusters and Transmission in the U.S., 2009-2018. Am J Prev Med 2021; 61:201-208. [PMID: 33992497 PMCID: PMC9254502 DOI: 10.1016/j.amepre.2021.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/15/2021] [Accepted: 02/09/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION In the U.S., universal genotyping of culture-confirmed tuberculosis cases facilitates cluster detection. Early recognition of the small clusters more likely to become outbreaks can help prioritize public health resources for immediate interventions. METHODS This study used national surveillance data reported during 2009-2018 to describe incident clusters (≥3 tuberculosis cases with matching genotypes not previously reported in the same county); data were analyzed during 2020. Cox proportional hazards regression models were used to examine the patient characteristics associated with clusters doubling in size to ≥6 cases. RESULTS During 2009-2018, a total of 1,516 incident clusters (comprising 6,577 cases) occurred in 47 U.S. states; 231 clusters had ≥6 cases. Clusters of ≥6 cases disproportionately included patients who used substances, who had recently experienced homelessness, who were incarcerated, who were U.S. born, or who self-identified as being of American Indian or Alaska Native race or of Black race. A median of 54 months elapsed between the first and the third cases in clusters that remained at 3-5 cases compared with a median of 9.5 months in clusters that grew to ≥6 cases. The longer time between the first and third cases and the presence of ≥1 patient aged ≥65 years among the first 3 cases predicted a lower hazard for accumulating ≥6 cases. CONCLUSIONS Clusters accumulating ≥3 cases within a year should be prioritized for intervention. Effective response strategies should include plans for targeted outreach to U.S.-born individuals, incarcerated people, those experiencing homelessness, people using substances, and individuals self-identifying as being of American Indian or Alaska Native race or of Black race.
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Affiliation(s)
- Jonathan M Wortham
- Division of Tuberculosis Elimination, Centers for Disease Control and Prevention, Atlanta, Georgia.
| | - Rongxia Li
- Division of Tuberculosis Elimination, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Sandy P Althomsons
- Division of Tuberculosis Elimination, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Steve Kammerer
- Division of Tuberculosis Elimination, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Maryam B Haddad
- Division of Tuberculosis Elimination, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Krista M Powell
- Division of Tuberculosis Elimination, Centers for Disease Control and Prevention, Atlanta, Georgia
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15
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Greenfield BL, Elm JHL, Hallgren KA. Understanding measures of racial discrimination and microaggressions among American Indian and Alaska Native college students in the Southwest United States. BMC Public Health 2021; 21:1099. [PMID: 34107882 PMCID: PMC8190861 DOI: 10.1186/s12889-021-11036-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 05/11/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Racial discrimination, including microaggressions, contributes to health inequities, yet research on discrimination and microaggressions has focused on single measures without adequate psychometric evaluation. To address this gap, we examined the psychometric performance of three discrimination/microaggression measures among American Indian and Alaska Native (AI/AN) college students in a large Southwestern city. METHODS Students (N = 347; 65% female; ages 18-65) completed the revised-Everyday Discrimination Scale, Microaggressions Distress Scale, and Experiences of Discrimination measure. The psychometric performance of these measures was evaluated using item response theory and confirmatory factor analyses. Associations of these measures with age, gender, household income, substance use, and self-rated physical health were examined. RESULTS Discrimination and microaggression items varied from infrequently to almost universally endorsed and each measure was unidimensional and moderately correlated with the other two measures. Most items contributed information about the overall severity of discrimination and collectively provided information across a continuum from everyday microaggressions to physical assault. Greater exposure to discrimination on each measure had small but significant associations with more substance use, lower income, and poorer self-rated physical health. The Experiences of Discrimination measure included more severe forms of discrimination, while the revised-Everyday Discrimination Scale and the Microaggressions Distress Scale represented a wider range of severity. CONCLUSIONS In clinical practice, these measures can index varying levels of discrimination for AI/ANs, particularly for those in higher educational settings. This study also informs the measurement of racial discrimination and microaggressions more broadly.
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Affiliation(s)
- Brenna L Greenfield
- Department of Family Medicine & Biobehavioral Health, University of Minnesota Medical School, Duluth Campus, 1035 University Drive, Duluth, MN, 55812, USA.
| | - Jessica H L Elm
- Great Lakes Hub, Center for American Indian Health, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Kevin A Hallgren
- Department of Psychiatry & Behavioral Sciences, University of Washington, Box 356560, 1959 NE Pacific Street, Seattle, Washington, 98195, USA
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16
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Cole AB, Hébert ET, Reitzel LR, Carroll DM, Businelle MS. Health Risk Factors in American Indian and Non-Hispanic White Homeless Adults. Am J Health Behav 2020; 44:631-641. [PMID: 33121581 DOI: 10.5993/ajhb.44.5.7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Objectives: American Indians (AIs) are over-represented among homeless populations, but are understudied regarding their unique risk and resilience factors relative to non-Hispanic white (NHW) adults experiencing homelessness. In the current study, we aimed to address this gap. Methods: We recruited participants (108 AIs and 307 NHWs) from 6 homeless serving agencies in Oklahoma City, OK. Participants completed standard assessments of health, health behaviors, including alcohol and drug use, readiness to change endorsed health behaviors (eg, unsafe sex, fruit and vegetable intake, happiness with weight, physical activity), sleep location and quality, personal victimization, and discrimination. Results: Compared to NHWs, AIs endorsed greater alcohol use problems and were more likely to report having been arrested/booked for disorderly conduct or public drunkenness; however, AIs were less likely to report smoking cigarettes and reported greater readiness to change unsafe/unprotected sexual behaviors. Furthermore, compared to NHWs, AIs reported experiencing greater discrimination and were more likely to report sleeping outside or on the streets, versus in shelters; however, AIs reported fewer days of inadequate sleep. Conclusions: Findings suggest AI-specific risk and resilience factors for homelessness. This information can aid in treatment, service, and housing planning for this under-studied group who experiences some of the greatest health disparities.
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Affiliation(s)
- Ashley B. Cole
- Department of Psychology, Oklahoma State University, Stillwater, OK;,
| | - Emily T. Hébert
- Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Lorraine R. Reitzel
- Department of Psychological, Health, & Learning Sciences, University of Houston, Houston, TX
| | - Dana M. Carroll
- Division of Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Michael S. Businelle
- Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK
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17
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Elm JHL, Walls ML, Aronson BD. Sources of Stress Among Midwest American Indian Adults with Type 2 Diabetes. AMERICAN INDIAN AND ALASKA NATIVE MENTAL HEALTH RESEARCH 2020; 26:33-62. [PMID: 30690701 DOI: 10.5820/aian.2601.2019.33] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Despite alarming health disparities among American Indians (AIs) and acknowledgement that stressors negatively influence health, conceptualization of the full spectrum of stressors that impact Indigenous communities is underdeveloped. To address this gap, we analyze focus group transcripts of AI adults with type 2 diabetes from five tribal communities and classify stressors using an inductive/deductive analytical approach. A Continuum of American Indian Stressor Model was constructed from categorization of nineteen stressor categories within four domains. We further identified poverty, genocide, and colonization as fundamental causes of contemporary stress and health outcomes for AIs and conclude that stressors are generally experienced as chronic, regardless of the duration of the stressor. This work on AI-specific stressors informs future health research on the stress burden in AI communities and identifies target points for intervention and health promotion.
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