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Chien J, Henwood BF, St Clair P, Kwack S, Kuhn R. Predicting hotspots of unsheltered homelessness using geospatial administrative data and volunteered geographic information. Health Place 2024; 88:103267. [PMID: 38763049 DOI: 10.1016/j.healthplace.2024.103267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 04/23/2024] [Accepted: 05/06/2024] [Indexed: 05/21/2024]
Abstract
Unsheltered homelessness is an increasingly prevalent phenomenon in major cities that is associated with adverse health and mortality outcomes. This creates a need for spatial estimates of population denominators for resource allocation and epidemiological studies. Gaps in the timeliness, coverage, and spatial specificity of official Point-in-Time Counts of unsheltered homelessness suggest a role for geospatial data from alternative sources to provide interim, neighborhood-level estimates of counts and trends. We use citizen-generated data from homeless-related 311 requests, provider-based administrative data from homeless street outreach cases, and expert reports of unsheltered count to predict count and emerging hotspots of unsheltered homelessness in census tracts across the City of Los Angeles for 2019 and 2020. Our study shows that alternative data sources can contribute timely insights into the state of unsheltered homelessness throughout the year and inform the delivery of interventions to this vulnerable population.
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Affiliation(s)
- Jessie Chien
- Department of Community Health Sciences, UCLA Fielding School of Public Health, 650 Charles E Young Dr S, Los Angeles, CA, 90095, USA.
| | - Benjamin F Henwood
- Suzanne Dworak-Peck School of Social Work, University of Southern California (USC), 669 W 34th St., Los Angeles, CA, 90089, USA
| | - Patricia St Clair
- Suzanne Dworak-Peck School of Social Work, University of Southern California (USC), 669 W 34th St., Los Angeles, CA, 90089, USA
| | - Stephanie Kwack
- Suzanne Dworak-Peck School of Social Work, University of Southern California (USC), 669 W 34th St., Los Angeles, CA, 90089, USA
| | - Randall Kuhn
- Department of Community Health Sciences, UCLA Fielding School of Public Health, 650 Charles E Young Dr S, Los Angeles, CA, 90095, USA
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Fleming T, Boyd J, Chayama KL, Knight KR, McNeil R. Using alone at home: What's missing in housing-based responses to the overdose crisis? Harm Reduct J 2024; 21:24. [PMID: 38281992 PMCID: PMC10823649 DOI: 10.1186/s12954-024-00933-y] [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: 04/19/2023] [Accepted: 01/09/2024] [Indexed: 01/30/2024] Open
Abstract
BACKGROUND Against the backdrop of North America's overdose crisis, most overdose deaths are occurring in housing environments, largely due to individuals using drugs alone. Overdose deaths in cities remain concentrated in marginal housing environments (e.g., single-room occupancy housing, shelters), which are often the only forms of housing available to urban poor and drug-using communities. This commentary aims to highlight current housing-based overdose prevention interventions and to situate them within the broader environmental contexts of marginal housing. In doing so, we call attention to the need to better understand marginal housing as sites of overdose vulnerability and public health intervention to optimize responses to the overdose crisis. HARM REDUCTION AND OVERDOSE PREVENTION IN HOUSING In response to high overdose rates in marginal housing environments several interventions (e.g., housing-based supervised consumption rooms, peer-witnessed injection) have recently been implemented in select jurisdictions. However, even with the growing recognition of marginal housing as a key intervention site, housing-based interventions have yet to be scaled up in a meaningful way. Further, there have been persistent challenges to tailoring these approaches to address dynamics within housing environments. Thus, while it is critical to expand coverage of housing-based interventions across marginal housing environments, these interventions must also attend to the contextual drivers of risks in these settings to best foster enabling environments for harm reduction and maximize impacts. CONCLUSION Emerging housing-focused interventions are designed to address key drivers of overdose risk (e.g., using alone, toxic drug supply). Yet, broader contextual factors (e.g., drug criminalization, housing quality, gender) are equally critical factors that shape how structurally vulnerable people who use drugs navigate and engage with harm reduction interventions. A more comprehensive understanding of these contextual factors within housing environments is needed to inform policy and programmatic interventions that are responsive to the needs of people who use drugs in these settings.
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Affiliation(s)
- Taylor Fleming
- British Columbia Centre On Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
- Interdisciplinary Studies Graduate Program, University of British Columbia, 270-2357 Main Mall, Vancouver, BC, V6T 1Z4, Canada
| | - Jade Boyd
- British Columbia Centre On Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
- Department of Medicine, University of British Columbia, St. Paul's Hospital, 608-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Koharu Loulou Chayama
- British Columbia Centre On Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
- Interdisciplinary Studies Graduate Program, University of British Columbia, 270-2357 Main Mall, Vancouver, BC, V6T 1Z4, Canada
| | - Kelly R Knight
- Department of Humanities and Social Sciences, School of Medicine, University of California San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, USA
| | - Ryan McNeil
- British Columbia Centre On Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada.
- Department of Medicine, Yale School of Medicine, Yale University, 367 Cedar Street, New Haven, CT, 10001, USA.
- Program in Addiction Medicine, Yale School of Medicine, 367 Cedar Street, New Haven, CT, 10001, USA.
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Brown L, Rishel Brakey H, Page K. Voices of the unhoused from Santa Fe, New Mexico: A mixed methods study of health status, substance use, and community harm reduction program perspectives. J Prev Interv Community 2024; 52:73-97. [PMID: 38757899 DOI: 10.1080/10852352.2024.2352266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
No published studies have examined the community service priorities and harm reduction perspectives of unhoused people in Santa Fe, New Mexico. We conducted a mixed methods pilot study of 56 unhoused people at community locations in Santa Fe to: (1) assess the current prevalence of chronic medical conditions and substance use; (2) highlight community service priorities; and (3) explore views of innovative community harm reduction programs. Our first hypothesis was there would be high prevalence of chronic medical conditions, for which we found high prevalence of post-traumatic stress disorder, major depression, substance use disorders, chronic pain, and hypertension. Our second hypothesis was that we would find top community service priorities of housing, food, and health care. We found long- and short-term housing and food, but not healthcare, top priorities. Our third hypothesis was that we would find mixed support for community harm reduction initiatives like managed alcohol programs and overdose prevention centers. We found positive, not mixed, support for these community harm reduction programs among Santa Fe's unhoused. Unhoused study participants ranged in age 27-77 years, with lifetime years unhoused from less than one year to 63 years. Study limitations included small sample size, convenience sampling, and descriptive results. Policies and program initiatives supporting additional Housing First options, managed alcohol programs, and overdose prevention centers in the Santa Fe community are clearly indicated to increase engagement with this vulnerable population. Future research should focus on inclusion of the perspectives of the unhoused in the design, conduct, evaluation, and dissemination of community programs to meet the needs of the unhoused, with re-defined outcomes to include changes in quality of life, program engagement, demarginalization, and future goals and plans, beyond currently utilized health and social service program outcome measures.
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Affiliation(s)
- Laura Brown
- Center for Alcohol, Substance Use, and Addictions, University of New Mexico, Albuquerque, New Mexico, USA
| | - Heidi Rishel Brakey
- Clinical and Translational Science Center, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Kimberly Page
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
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Nesoff ED, Aronowitz SV, Milam AJ, Furr-Holden CDM. Development of a systematic social observation tool for monitoring use of harm reduction supplies. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 122:104235. [PMID: 37890392 PMCID: PMC10842406 DOI: 10.1016/j.drugpo.2023.104235] [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: 04/04/2023] [Revised: 10/05/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND Harm reduction services such as safer injection supply distribution are essential to reducing morbidity and mortality among people who use drugs (PWUD); however, local use of harm reduction supplies (e.g., tourniquets, saline solution) is difficult to routinely and systematically monitor. The purpose of this study was to develop and validate a systematic social observation tool designed to assess use of harm reduction supplies at the street block level. METHODS Data collection took place on a random sample of 150 blocks located throughout the Kensington neighborhood of North Philadelphia from November 2021 to January 2022. We measured inter-rater reliability by two-way mixed-effects intra-class correlation coefficients (ICC) with the consistency agreement definition and internal consistency reliability using Cronbach's alpha and McDonald's omega. Exploratory factor analysis with principal component extraction and promax rotation assessed internal consistency. We validated scales against locations of public syringe disposal boxes, a proxy measure for areas of concentrated drug use, using logistic regression. RESULTS Naloxone canisters, syringe caps, saline and sterile water solution bottles showed the highest reliability (ICC≥0.7). Items also showed high internal consistency (alpha, omega>0.7). Exploratory factor analysis identified one, three-item scale with high internal consistency: syringe caps, vials, and baggies (alpha = 0.85; omega = 0.85)-all supplies used concurrently with drug injection but not discarded in syringe disposal boxes. Drug use (OR = 1.78, 95 % CI = (1.48, 2.23)), harm reduction (OR = 3.53, 95 % CI = (2.20, 6.12)), and EFA scales (OR = 1.85, 95 %CI = (1.51, 2.34)) were significantly and positively associated with being within walking distance (≤0.25 miles or 0.4 km) of a syringe disposal box. CONCLUSION This study provides an efficient tool with high reliability and validity metrics to assess community uptake of harm reduction supplies designed for use by community organizations, policy makers, or other groups providing resources to PWUD.
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Affiliation(s)
- Elizabeth D Nesoff
- University of Pennsylvania Perelman School of Medicine; Department of Biostatistics, Epidemiology, and Informatics; 423 Guardian Dr, Philadelphia, PA 19104, USA.
| | - Shoshana V Aronowitz
- University of Pennsylvania School of Nursing; Department of Family and Community Health; 418 Curie Boulevard, Philadelphia, PA 19104, USA
| | - Adam J Milam
- Mayo Clinic; Department of Anesthesiology and Perioperative Medicine; 5777 E. Mayo Blvd, Phoenix, AZ 85054, USA
| | - C Debra M Furr-Holden
- NYU School of Global Public Health; Department of Epidemiology; 708 Broadway, New York, NY 10003, USA
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