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1.
J Med Internet Res ; 26: e51671, 2024 Feb 12.
Article in English | MEDLINE | ID: mdl-38345849

ABSTRACT

As the field of public health rises to the demands of real-time surveillance and rapid data-sharing needs in a postpandemic world, it is time to examine our approaches to the dissemination and accessibility of such data. Distinct challenges exist when working to develop a shared public health language and narratives based on data. It requires that we assess our understanding of public health data literacy, revisit our approach to communication and engagement, and continuously evaluate our impact and relevance. Key stakeholders and cocreators are critical to this process and include people with lived experience, community organizations, governmental partners, and research institutions. In this viewpoint paper, we offer an instructive approach to the tools we used, assessed, and adapted across 3 unique overdose data dashboard projects in Rhode Island, United States. We are calling this model the "Rhode Island Approach to Public Health Data Literacy, Partnerships, and Action." This approach reflects the iterative lessons learned about the improvement of data dashboards through collaboration and strong partnerships across community members, state agencies, and an academic research team. We will highlight key tools and approaches that are accessible and engaging and allow developers and stakeholders to self-assess their goals for their data dashboards and evaluate engagement with these tools by their desired audiences and users.


Subject(s)
Drug Overdose , Literacy , Humans , United States , Rhode Island/epidemiology , Public Health , Dashboard Systems , Drug Overdose/prevention & control
2.
Epidemics ; 43: 100679, 2023 06.
Article in English | MEDLINE | ID: mdl-36924757

ABSTRACT

Differences in infectious disease risk, acquisition, and severity arise from intersectional systems of oppression and resulting historical injustices that shape individual behavior and circumstance. We define historical injustices as distinct events and policies that arise out of intersectional systems of oppression. We view historical injustices as a medium through which structural forces affect health both directly and indirectly, and are thus important to study in the context of infectious disease disparities. In this critical analysis we aim to highlight the importance of incorporating historical injustices into mathematical models of infectious disease transmission and provide context on the methodologies to do so. We offer two illustrations of elements of model building (i.e., parameterization, validation and calibration) that can allow for a better understanding of health disparities in infectious disease outcomes. Mathematical models that do not recognize the historical forces that underlie infectious disease dynamics inevitably lead to the individualization of our focus and the recommendation of untenable individual-behavioral prescriptions to address the burden of infectious disease.


Subject(s)
Communicable Diseases , Humans , Communicable Diseases/epidemiology , Models, Theoretical
3.
Lancet Public Health ; 6(5): e324-e334, 2021 05.
Article in English | MEDLINE | ID: mdl-33857455

ABSTRACT

BACKGROUND: The synchronised monthly disbursement of income assistance, whereby all recipients are paid on the same day, has been associated with increases in illicit drug use and serious associated harms. This phenomenon is often referred to as the cheque effect. Because payment variability can affect consumption patterns, this study aimed to assess whether these harms could be mitigated through a structural intervention that varied income assistance payment timing and frequency. METHODS: This randomised, parallel group trial was done in Vancouver, Canada, and enrolled recipients of income assistance whose drug use increased around payment days. The recipients were randomly assigned 1:2:2 to a control group that received monthly synchronised income assistance payments on government payment days, a staggered group in which participants received single desynchronised monthly income assistance payments, or a split and staggered group in which participants received desynchronised income assistance payments split into two instalments per month, 2 weeks apart, for six monthly payment cycles. Desynchronised payments in the intervention groups were made on individual payment days outside the week of the standard government schedules. Randomisation was through a pre-established stratified block procedure. Investigators and statisticians were masked to group allocation, but participants and front-line staff were not. Complete final results are reported after scheduled interim analyses and the resulting early stoppage of recruitment. Under intention-to-treat specifications, generalised linear mixed models were used to analyse the primary outcome, which was escalations in drug use, predefined as a 40% increase in at least one of: use frequency; use quantity; or number of substances used during the 3 days after government payments. Secondary analyses examined analogous drug use outcomes coinciding with individual payments as well as exposure to violence. This trial is registered with ClinicalTrials.gov, NCT02457949. FINDINGS: Between Oct 27, 2015, and Jan 2, 2019, 45 participants were enrolled to the control group, 72 to the staggered group, and 77 to the split and staggered group. Intention-to-treat analyses showed a significantly reduced likelihood of increased drug use coinciding with government payment days, relative to the control group, in the staggered (adjusted odds ratio 0·38, 95% CI 0·20-0·74; p=0·0044) and split and staggered (0·44, 0·23-0·83; p=0·012) groups. Findings were consistent in the secondary analyses of drug use coinciding with individual payment days (staggered group 0·50, 0·27-0·96, p=0·036; split and staggered group 0·49, 0·26-0·94, p=0·030). However, secondary outcome analyses of exposure to violence showed increased harm in the staggered group compared with the control group (2·71, 1·06-6·91, p=0·037). Additionally, 51 individuals had a severe or life-threatening adverse event and there were six deaths, none of which was directly attributed to study participation. INTERPRETATION: Complex results indicate the potential for modified income assistance payment schedules to mitigate escalations in drug use, provided measures to address unintended harms are also undertaken. Additional research is needed to clarify whether desynchronised schedules produce other unanticipated consequences and if additional measures could mitigate these harms. FUNDING: Canadian Institutes of Health Research, Providence Health Care Research Institute, Peter Wall Institute for Advanced Research, Michael Smith Foundation for Health Research.


Subject(s)
Public Assistance/statistics & numerical data , Substance-Related Disorders/epidemiology , Adult , Canada/epidemiology , Female , Humans , Male , Middle Aged , Time Factors
4.
Int J Drug Policy ; 98: 103435, 2021 12.
Article in English | MEDLINE | ID: mdl-34482264

ABSTRACT

BACKGROUND: Rates of fatal opioid overdose in Massachusetts (MA) and Rhode Island (RI) far exceed the national average. Community-based opioid education and naloxone distribution (OEND) programs are effective public health interventions to prevent overdose deaths. We compared naloxone distribution and opioid overdose death rates in MA and RI to identify priority communities for expanded OEND. METHODS: We compared spatial patterns of opioid overdose fatalities and naloxone distribution through OEND programs in MA and RI during 2016 to 2019 using public health department data. The county-level ratio of naloxone kits distributed through OEND programs per opioid overdose death was estimated and mapped to identify potential gaps in naloxone availability across geographic regions and over time. RESULTS: From 2016 to 2019, the statewide community-based naloxone distribution to opioid overdose death ratio improved in both states, although more rapidly in RI (from 11.8 in 2016 to 35.6 in 2019) than in MA (from 12.3 to 17.2), driven primarily by elevated and increasing rates of naloxone distribution in RI. We identified some urban/non-urban differences, with higher naloxone distribution relative to opioid overdose deaths in more urban counties, and we observed some counties with high rates of overdose deaths but low rates of naloxone kits distributed through OEND programs. CONCLUSIONS: We identified variations in spatial patterns of opioid overdose fatalities and naloxone availability, and these disparities appeared to be widening in some areas over time. Data on the spatial distribution of naloxone distribution and opioid overdose deaths can inform targeted, community-based naloxone distribution strategies that optimize resources to prevent opioid overdose fatalities.


Subject(s)
Drug Overdose , Opiate Overdose , Opioid-Related Disorders , Analgesics, Opioid/therapeutic use , Drug Overdose/drug therapy , Humans , Massachusetts/epidemiology , Naloxone/therapeutic use , Narcotic Antagonists/therapeutic use , Opioid-Related Disorders/drug therapy , Rhode Island/epidemiology
5.
Drug Alcohol Depend ; 214: 108167, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32679521

ABSTRACT

BACKGROUND: Ecological momentary assessments (EMA) can improve data accuracy and be useful for understanding the real-time co-occurrence of drug use and harm reduction service utilization among people who inject drugs (PWID); however, feasibility and acceptability of EMA in this population is unknown. METHODS: We conducted qualitative interviews (n = 45) and EMA surveys (n = 38) with PWID in cities and towns outside of Massachusetts' and Rhode Island's capital cities to 1) assess EMA feasibility and acceptability and 2) examine day-level correlations between drug use and harm reduction service utilization. RESULTS: Qualitative and quantitative data demonstrated that a 14-day EMA study was both feasible and acceptable. Interviews identified housing instability and related disruptions in cellphone access as challenges to consistent EMA participation. In the 14-day EMA study, EMA completion was high (mean = 10.1 days,SD = 5.3). High completion was associated with higher education (p = 0.005), receiving EMA via SMS text (vs. email, p = 0.017), and not having injected crack in the past month (p = 0.026). Of those who responded (n = 29), 100 % reported willingness to participate in a similar future study. Past 24 -h use of harm reduction services was positively associated with past 24 -h injection drug use (p = 0.013), but not past 24 -h syringe sharing (p = 0.197). CONCLUSION: Findings support the acceptability, feasibility, and potential utility of EMA for understanding daily experiences of PWID. Future studies should explore strategies to overcome structural barriers to maximize EMA participation, and assess how injection practices, syringe sharing, and use of harm reduction services interact to impact health risks in larger and diverse samples of PWID.


Subject(s)
Harm Reduction , Illicit Drugs/economics , Substance Abuse, Intravenous/epidemiology , Substance-Related Disorders/economics , Adult , Cell Phone , Cohort Studies , Ecological Momentary Assessment , Feasibility Studies , Female , Humans , Male , Massachusetts/epidemiology , Needle Sharing , Pharmaceutical Preparations , Substance Abuse, Intravenous/economics , Surveys and Questionnaires , Text Messaging
6.
J Psychopharmacol ; 34(2): 181-188, 2020 02.
Article in English | MEDLINE | ID: mdl-31684805

ABSTRACT

BACKGROUND: Post-traumatic stress disorder sharply increases the risk of depression and suicide. Individuals living with post-traumatic stress disorder frequently use cannabis to treat associated symptoms. We sought to investigate whether cannabis use modifies the association between post-traumatic stress disorder and experiencing a major depressive episode or suicidal ideation. METHODS: We used data from the 2012 Canadian Community Health Survey-Mental Health, a nationally representative cross-sectional survey of non-institutionalized Canadians aged ⩾15 years. The relationship between post-traumatic stress disorder and each outcome was modelled using logistic regression with an interaction term for cannabis and post-traumatic stress disorder, controlling for demographic characteristics, mental health, and substance use comorbidities. The ratio of odds ratios and relative excess risk due to interaction was calculated to measure interaction on the multiplicative and additive scales, respectively. RESULTS: Among 24,089 eligible respondents, 420 (1.7%) reported a current clinical diagnosis of post-traumatic stress disorder. In total, 106 (28.2%) people with post-traumatic stress disorder reported past-year cannabis use, compared to 11.2% of those without post-traumatic stress disorder (p < 0.001). In multivariable analyses, post-traumatic stress disorder was significantly associated with recent major depressive episode (adjusted odds ratio = 7.18, 95% confidence interval: 4.32-11.91) and suicidal ideation (adjusted odds ratio = 4.76, 95% confidence interval: 2.39-9.47) among cannabis non-users. post-traumatic stress disorder was not associated with either outcome among cannabis-using respondents (both p > 0.05). CONCLUSIONS: This study provides preliminary epidemiological evidence that cannabis use may contribute to reducing the association between post-traumatic stress disorder and severe depressive and suicidal states. There is an emerging need for high-quality experimental investigation of the efficacy of cannabis/cannabinoids for the treatment of post-traumatic stress disorder.


Subject(s)
Depressive Disorder, Major/epidemiology , Marijuana Smoking/epidemiology , Stress Disorders, Post-Traumatic/epidemiology , Suicidal Ideation , Adolescent , Adult , Aged , Canada/epidemiology , Comorbidity , Cross-Sectional Studies , Depressive Disorder, Major/psychology , Female , Health Surveys , Humans , Male , Middle Aged , Models, Psychological , Risk Factors , Stress Disorders, Post-Traumatic/psychology , Young Adult
7.
J Int AIDS Soc ; 22(8): e25385, 2019 08.
Article in English | MEDLINE | ID: mdl-31423756

ABSTRACT

INTRODUCTION: Retention in HIV pre-exposure prophylaxis (PrEP) care in real-world settings, outside of controlled trials or demonstration projects, remains poorly understood. METHODS: We evaluated retention in PrEP care outcomes among men who have sex with men (MSM) and transgender women prescribed PrEP through March 2017 at three clinical sites in the United States (US): Jackson, Mississippi; Providence, Rhode Island; and St. Louis, Missouri. We determined retention rates by attendance of clinical visits every three months, per US Centers for Disease Control and Prevention (CDC) guidelines, as well as by the timing of patients' actual clinical visits. Multivariable analyses examined demographic and behavioural factors associated with retention. RESULTS: From 2013 to 2015, 282 MSM and transgender women were prescribed PrEP; 82% attended a follow-up visit. Based on CDC recommendations, 56% of patients were retained in PrEP care at the first follow-up visit, having attended a visit three months after initiation. However, 76% had a follow-up visit within eight months. Thirty-percent were retained at 12 months by CDC criteria, but 62% were retained when using a 16-month endpoint. Self-reported adherence was strongly correlated with retention. In multivariable analyses, younger age was associated with decreased odds of retention at initial follow-up, and completing college was associated with increased odds of retention at 16 months. Eight participants were newly diagnosed with HIV; six were African American, and seven were under 30 years of age. CONCLUSIONS: Measuring retention in PrEP care using three-month follow-up intervals may underestimate true retention. Nevertheless, retention in PrEP care is suboptimal in real-world settings and should be the focus of future interventions.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/prevention & control , Medication Adherence , Pre-Exposure Prophylaxis , Sexual and Gender Minorities , Transgender Persons , Adolescent , Adult , Black or African American , Anti-HIV Agents/administration & dosage , Female , HIV Infections/drug therapy , Homosexuality, Male , Humans , Male , Pre-Exposure Prophylaxis/statistics & numerical data , Self Report , Time Factors , United States , Young Adult
8.
J Addict Dis ; 37(3-4): 233-244, 2018.
Article in English | MEDLINE | ID: mdl-31619140

ABSTRACT

The present meta-analysis aimed to investigate the effect of injection duration on injection and sexual high-risk behaviors among people who inject drugs (PWID), in order to inform development of intensive HIV prevention services for selected PWID sub-populations. We searched PubMed, Science Direct, Web of Science, and Cochrane electronic databases independently in December 2018. After reviewing for duplication, full-texts of selected articles were assessed for eligibility using certain Population, Intervention, Comparator, Outcomes (PICO) criteria. We used fixed and random-effects meta-analysis models to estimate the pooled prevalence, pooled odds ratio (OR) and 95% confidence intervals (CI). Our result indicated significant association between age of injection initiation > 17 years, frequency of drug injection > 5 times/day, injection by others, having sex partner, history of imprisonment with new injectors (OR = 0.93, 95%CI = 0.87-0.98), (OR = 0.51, 95%CI = 0.29-0.73), (OR = 1.11, 95%CI = 1.05-1.17), (OR = 2.08, 95%CI = 1.02-3.14) and (OR = 1.20, 95%CI = 1.03-1.37). Our research found that new injectors were more likely to report frequency of injections injected by others, has sex partner and prison detention. Our findings are significant for policy makers and public health practitioners to implement and design HIV prevention programs among PWID with shorter periods of injection. The findings of the present study extend our knowledge about new injection drug users, the significance of assured behaviors at IDUs' initial injection, and the educational importance of syringe exchange programs.

9.
Int J Epidemiol ; 46(2): 440-452, 2017 04 01.
Article in English | MEDLINE | ID: mdl-27283159

ABSTRACT

Background: With an increasing number of individuals surviving natural disasters, it is crucial to understand who is most at risk for developing post-traumatic stress disorder (PTSD). The objective of this study was to prospectively examine the role that pre-existing psychopathology plays in developing PTSD after a disaster. Methods: This study uses data from a prospective 5-wave longitudinal cohort (years 2003-11) of Chilean adults from 10 health centres ( N = 1708). At baseline, participants completed the Composite International Diagnostic Interview (CIDI), a comprehensive psychiatric diagnostic instrument. In 2010, the sixth most powerful earthquake on record struck Chile. One year later, a modified version of the PTSD module of the CIDI was administered. Marginal structural logistic regressions with inverse probability censoring weights were constructed to identify pre-disaster psychiatric predictors of post-disaster PTSD. Results: The majority of participants were female (75.9%) and had a high-school/college education (66.9%). After controlling for pre-disaster PTSD, pre-existing dysthymia [odds ratio (OR) = 2.21; 95% confidence interval (CI) = 1.39-3.52], brief psychotic disorder (OR = 2.67; 95% CI = 1.21-5.90), anxiety disorders (not including PTSD; OR = 1.49; 95% CI = 1.27-1.76), panic disorder (OR = 2.46; 95% CI = 1.37-4.42), agoraphobia (OR = 2.23; 95% CI = 1.22-4.10), social phobia (OR = 1.86; 95% CI = 1.06-3.29), specific phobia (OR = 2.07; 95% CI = 1.50-2.86) and hypochondriasis (OR = 2.10; 95% CI = 1.05-4.18) were predictors of post-disaster PTSD. After controlling for pre-disaster anxiety disorders, dysthymia, and non-affective psychotic disorders, individuals with pre-disaster PTSD (vs those without pre-disaster PTSD) had higher odds of developing post-disaster PTSD (OR = 2.53; 95% CI = 1.37-4.65). Conclusions: This is the first Chilean study to demonstrate prospectively that pre-disaster psychiatric disorders, independent of a prior history of other psychiatric disorders, increase the vulnerability to develop PTSD following a major natural disaster.


Subject(s)
Disasters , Stress Disorders, Post-Traumatic/epidemiology , Stress Disorders, Post-Traumatic/psychology , Survivors/psychology , Age Distribution , Anxiety Disorders/complications , Chile/epidemiology , Dysthymic Disorder/complications , Educational Status , Female , Humans , Logistic Models , Longitudinal Studies , Male , Middle Aged , Multivariate Analysis , Prospective Studies , Risk Factors , Sex Distribution
10.
AIDS Patient Care STDS ; 29(11): 597-605, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26389735

ABSTRACT

Current Centers for Disease Control and Prevention (CDC) guidelines for prescribing pre-exposure prophylaxis (PrEP) to prevent HIV transmission are broad. In order to better characterize groups who may benefit most from PrEP, we reviewed demographics, behaviors, and clinical outcomes for individuals presenting to a publicly-funded sexually transmitted diseases (STD) clinic in Providence, Rhode Island, from 2012 to 2014. Latent class analysis (LCA) was used to identify subgroups of men who have sex with men (MSM) at highest risk for contracting HIV. A total of 1723 individuals presented for testing (75% male; 31% MSM). MSM were more likely to test HIV positive than heterosexual men or women. Among 538 MSM, we identified four latent classes. Class 1 had the highest rates of incarceration (33%), forced sex (24%), but had no HIV infections. Class 2 had <5 anal sex partners in the previous 12 months, the lowest rates of drug/alcohol use during sex and lower HIV prevalence (3%). Class 3 had the highest prevalence of HIV (7%) and other STDs (16%), > 10 anal sex partners in the previous 12 months (69%), anonymous partners (100%), drug/alcohol use during sex (76%), and prior STDs (40%). Class 4 had similar characteristics and HIV prevalence as Class 2. In this population, MSM who may benefit most from PrEP include those who have >10 sexual partners per year, anonymous partners, drug/alcohol use during sex and prior STDs. LCA is a useful tool for identifying clusters of characteristics that may place individuals at higher risk for HIV infection and who may benefit most from PrEP in clinical practice.


Subject(s)
Anti-HIV Agents/administration & dosage , HIV Infections/prevention & control , Homosexuality, Male , Pre-Exposure Prophylaxis , Risk-Taking , Sexually Transmitted Diseases/prevention & control , Adolescent , Adult , HIV Infections/epidemiology , HIV Infections/transmission , Humans , Male , Middle Aged , Prevalence , Program Evaluation , Rhode Island/epidemiology , Risk Factors , Sexual Partners , Urban Population , Young Adult
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