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Record W4387150526 · doi:10.1016/s2468-2667(23)00210-4

Behind elevated hospitalisation rates: addressing racism in the medical system

2023· article· en· W4387150526 on OpenAlexaffabout
Robert S. Hogg, Megan E. Marziali

Bibliographic record

VenueThe Lancet Public Health · 2023
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsAIDS VancouverSimon Fraser University
FundersNational Institutes of Health
KeywordsEthnic groupIndigenousMedicinePublic healthDemographyCohortHuman immunodeficiency virus (HIV)GerontologyFamily medicinePolitical scienceSociologyNursing

Abstract

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The Article by Sophia Rein and colleagues,1Rein SM Lampe FC Ingle SM et al.All-cause hospitalisation among people living with HIV according to gender, mode of HIV acquisition, ethnicity, and geographical origin in Europe and North America: findings from the ART-CC cohort collaboration.Lancet Public Health. 2023; 8: e776-e787Google Scholar published in The Lancet Public Health, provides ample evidence that substantial disparities exist in all-cause hospitalisation among people with HIV in high-income countries in Europe and North America. The authors examined hospitalisation rates among 23 594 people with HIV in Europe and 9612 in North America. In North America, hospitalisation rates were highest among Black and African American and Indigenous people with HIV, similar to rates reported in 2021 by the NA-ACCORD in Canada and the USA.2Davy-Mendez T Napravnik S Eron JJ et al.Racial, ethnic, and gender disparities in hospitalizations among persons with HIV in the United States and Canada, 2005–2015.Aids. 2021; 35: 1229-1239Crossref Scopus (1) Google Scholar Although the study by Rein and colleagues1Rein SM Lampe FC Ingle SM et al.All-cause hospitalisation among people living with HIV according to gender, mode of HIV acquisition, ethnicity, and geographical origin in Europe and North America: findings from the ART-CC cohort collaboration.Lancet Public Health. 2023; 8: e776-e787Google Scholar reports on higher rates of hospitalisation across various sociodemographics, such as people who use injection drugs, women, and Black people, we focus here on the elevated hospitalisation rates among Indigenous people. The Truth and Reconciliation Commission of Canada recognised that poor health outcomes among Indigenous People in Canada are rooted in the ongoing and lasting effects of colonisation.3Truth and Reconciliation Commission of CanadaHonouring the truth, reconciling for the future: Summary of the final report of the Truth and Reconciliation Commission of Canada. Truth and Reconciliation Commission of Canada, Ottawa, ON2015Google Scholar Residential schools, a purported educational system operated by the Government of Canada, forcibly separated Indigenous children from their homes with the explicit goal of assimilation into White Canadian culture.4Truth and Reconciliation Commission of CanadaCanada's residential schools: the history, part 2 1939 to 2000. Truth and Reconciliation Commission of Canada, Ottawa, ON2015Google Scholar More than 150 000 children were forced to attend school, in which one in 25 children died before graduating.3Truth and Reconciliation Commission of CanadaHonouring the truth, reconciling for the future: Summary of the final report of the Truth and Reconciliation Commission of Canada. Truth and Reconciliation Commission of Canada, Ottawa, ON2015Google Scholar Residential schools are very recent history, as the last school did not close until the late 1990s.4Truth and Reconciliation Commission of CanadaCanada's residential schools: the history, part 2 1939 to 2000. Truth and Reconciliation Commission of Canada, Ottawa, ON2015Google Scholar The legacies of residential schools and racism in Canada can be seen in the disproportionate burden of hospitalisations among Indigenous People, especially those due to endocrine, nutritional, and metabolic diseases and mental health conditions.5Bougie E Acute-care hospitalizations among First Nations people, Inuit and Métis: results from the 2006 and 2011 Canadian Census Health and Environment Cohorts.Health Rep. 2021; 32: 11-26Google Scholar Racism against Indigenous people persists in the health-care setting, functioning to limit access to medical treatment, thus negatively affecting health and wellbeing.6Turpel-Lafond M In plain sight: addressing Indigenous-specific racism and discrimination in BC Health Care.https://engage.gov.bc.ca/app/uploads/sites/613/2020/11/In-Plain-Sight-Summary-Report.pdfDate: 2020Date accessed: September 7, 2023Google Scholar A report from British Columbia, Canada, revealed pervasive stereotyping in the health-care setting.6Turpel-Lafond M In plain sight: addressing Indigenous-specific racism and discrimination in BC Health Care.https://engage.gov.bc.ca/app/uploads/sites/613/2020/11/In-Plain-Sight-Summary-Report.pdfDate: 2020Date accessed: September 7, 2023Google Scholar The report suggests that Indigenous patients are viewed as less worthy of care and that they exhibit drug-seeking behaviours, are frequent flyers, or are seen as irresponsible and non-compliant with treatment.6Turpel-Lafond M In plain sight: addressing Indigenous-specific racism and discrimination in BC Health Care.https://engage.gov.bc.ca/app/uploads/sites/613/2020/11/In-Plain-Sight-Summary-Report.pdfDate: 2020Date accessed: September 7, 2023Google Scholar As a result of this derogatory and discriminatory stereotyping, Indigenous people experience harm, poor quality of care, and even death through the denial of services, long wait times, minimisation of concerns, inappropriate pain management, or an absence of respect for cultural protocols.6Turpel-Lafond M In plain sight: addressing Indigenous-specific racism and discrimination in BC Health Care.https://engage.gov.bc.ca/app/uploads/sites/613/2020/11/In-Plain-Sight-Summary-Report.pdfDate: 2020Date accessed: September 7, 2023Google Scholar There are approximately 6200 Indigenous People living with HIV in Canada, which is 10% of the total number of people living with HIV in this country; Indigenous People accounted for 14% of new infections in 2018.7Public Health Agency of CanadaEstimates of HIV incidence, prevalence and Canada's progress on meeting the 90-90-90 HIV targets, 2020. Public Health Agency of Canada, Ottawa, ON2022Google Scholar The proportion of the population self-identifying as Indigenous in Canada is approximately 5·0%, as of the 2021 census, solidifying that Indigenous People are overrepresented among the population of people with HIV. On the basis of limited data, the uptake of antiretroviral therapy is quite poor in Canada as well.7Public Health Agency of CanadaEstimates of HIV incidence, prevalence and Canada's progress on meeting the 90-90-90 HIV targets, 2020. Public Health Agency of Canada, Ottawa, ON2022Google Scholar Little is known about Indigenous hospital trends among people with HIV in Canada, except what has been reported by the Antiretroviral Therapy Cohort Collaboration and NA-ACCORD.1Rein SM Lampe FC Ingle SM et al.All-cause hospitalisation among people living with HIV according to gender, mode of HIV acquisition, ethnicity, and geographical origin in Europe and North America: findings from the ART-CC cohort collaboration.Lancet Public Health. 2023; 8: e776-e787Google Scholar, 2Davy-Mendez T Napravnik S Eron JJ et al.Racial, ethnic, and gender disparities in hospitalizations among persons with HIV in the United States and Canada, 2005–2015.Aids. 2021; 35: 1229-1239Crossref Scopus (1) Google Scholar The identification of higher rates of hospitalisations within sociodemographic groups, as done by Rein and colleagues,1Rein SM Lampe FC Ingle SM et al.All-cause hospitalisation among people living with HIV according to gender, mode of HIV acquisition, ethnicity, and geographical origin in Europe and North America: findings from the ART-CC cohort collaboration.Lancet Public Health. 2023; 8: e776-e787Google Scholar is a key step in understanding and addressing health disparities. As insightfully noted by the authors, sociostructural factors and barriers could impede routine health-care uptake and affect long-term health outcomes; here, we highlight the role that racism plays as a barrier to care. Addressing higher rates of all-cause hospitalisations among Indigenous people means addressing the underlying sociostructural factors resulting from colonialism and intergenerational trauma. Research in British Columbia suggests that childhood maltreatment resulting from colonial harms, leading to intergenerational trauma, is associated with drug-related HIV and hepatitis C virus incidence,8Pearce ME Jongbloed K Pooyak S et al.The Cedar Project: exploring the role of colonial harms and childhood maltreatment on HIV and hepatitis C infection in a cohort study involving young Indigenous People who use drugs in two Canadian cities.BMJ Open. 2021; 11e042545Crossref Scopus (1) Google Scholar substance use, and poor mental health outcomes.9First Nations Health AuthorityOverdose data and First Nations in BC: preliminary findings. First Nations Health Authority, West Vancouver, BC2017Google Scholar This lasting trauma, coupled with ongoing experiences of racism within the health-care system, could work synergistically to reinforce distrust in the medical system, which impedes and prohibits appropriate and regular medical care. Public health emergencies, such as the drug toxicity crisis, function to accentuate the flaws in a system by showing who is overburdened by negative health outcomes. Indigenous people are more likely to die from a drug overdose and experience a non-fatal overdose than people who are not Indigenous.9First Nations Health AuthorityOverdose data and First Nations in BC: preliminary findings. First Nations Health Authority, West Vancouver, BC2017Google Scholar Preliminary data suggests that women with HIV have the highest burden of non-fatal overdoses, as measured by contact with the health-care system, which could also reflect higher rates of hospitalisations in this group;10Marziali ME, Kooij KW, Trigg J, et al. Sex differences in non-fatal overdoses: a population-based cohort study. Conference on Retroviruses and Opportunistic Infections; Feb 19–22, 2023 (abstr 858).Google Scholar Indigenous women are 8 times more likely to experience an overdose event than non-Indigenous women.9First Nations Health AuthorityOverdose data and First Nations in BC: preliminary findings. First Nations Health Authority, West Vancouver, BC2017Google Scholar Further, Indigenous women and girls are particularly affected by Indigenous-specific racism in the health-care setting.6Turpel-Lafond M In plain sight: addressing Indigenous-specific racism and discrimination in BC Health Care.https://engage.gov.bc.ca/app/uploads/sites/613/2020/11/In-Plain-Sight-Summary-Report.pdfDate: 2020Date accessed: September 7, 2023Google Scholar Despite a large body of evidence showing racism affects health, little has been done to change this shameful pattern. Here we have discussed the effect of racism on Indigenous People in Canada. Addressing racism in medical settings and taking tangible steps to improve health outcomes among minoritised groups is crucial for decreasing hospitalisation rates. MM is supported by the National Institute on Drug Abuse (T32DA031099). RH declares no competing interest. All-cause hospitalisation among people living with HIV according to gender, mode of HIV acquisition, ethnicity, and geographical origin in Europe and North America: findings from the ART-CC cohort collaborationSubstantial disparities exist in all-cause hospitalisation between demographic groups of people living with HIV in the current cART era in high-income settings, highlighting the need for targeted support. Full-Text PDF Open Access

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.522
Threshold uncertainty score0.354

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.203
GPT teacher head0.451
Teacher spread0.249 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2023
Admission routes2
Has abstractyes

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