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1.
Article in English | MEDLINE | ID: mdl-37566181

ABSTRACT

This study examines the factors associated with COVID-19 testing, vaccination intent (both individually and jointly), and willingness to use contact tracing digital apps among a cohort of Black and Latinx men who have sex with men (BLMSM) living in Los Angeles during the initial peak (July 2020) of the COVID-19 pandemic. A questionnaire detailing participants COVID-19 experiences was sent to 300 primarily BLMSM after the first state-wide COVID-19 lockdown. Logistic regression models with random cluster effects were used for analyses. Forty-two percent (42%) tested for COVID-19, 27% were willing to get vaccinated, and about 45% reported willingness to use contact tracing digital apps. Controlling for intervention participation, age, education, marital status, employment, health, tobacco, binge drinking, and self-reported anxiety, those who were depressed had 33% (95% CI: 0.13 to 0.82) odds of using a prevention strategy (either test for COVID-19 or vaccination intent) as the group who were not depressed. Those who had high school diploma or less had 23% (95% CI: 0.11 to 0.48) odds to use digital contact tracing apps as the group with education level of at least Associate's or Bachelor's degree. Without considering the format of the test kits, vaccine side effects, and ease of use for digital contact tracing apps, participants appeared to still be hesitant in using COVID-19 prevention strategies at the initial height of the pandemic. Our findings suggest the need for further investigation into this hesitancy to better inform and prepare for future epidemics.

2.
Prev Med Rep ; 33: 102195, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37223563

ABSTRACT

Retention in healthcare and health behavior remains a critical issue, contributing to inequitable distribution of intervention benefits. In diseases such as HIV, where half of the new infections occur among racial and sexual minorities, it is important that interventions do not enlarge pre-existing health disparities. To effectively combat this public health issue, it is crucial that we quantify the magnitude of racial/ethnic disparity in retention. Further, there is a need to identify mediating factors to this relationship to inform equitable intervention design. In the present study, we assess the racial/ethnic disparity in retention in a peer-led online behavioral intervention to increase HIV self-testing behavior and identify explanatory factors. The research used data collected from the Harnessing Online Peer Education (HOPE) HIV Study that included 899 primarily African American and Latinx men who have sex with men (MSM) in the United States. Results show that African American participants had higher lost-to-follow-up rates at 12-week follow-up compared to Latinx participants (11.1% and 5.8% respectively, Odds Ratio = 2.18, 95% confidence interval: 1.12 - 4.11, p = 0.02), which is substantially mediated by participants' self-rated health score (14.1% of the variation in the African American v.s. Latinx difference in lost-follow-up, p = 0.006). Thus, how MSM perceive their health may play an important role in their retention in HIV-related behavioral intervention programs and its racial/ethnic disparity.

3.
Cureus ; 15(2): e35073, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36942188

ABSTRACT

Background Pain among young adult patients with sickle cell disease (PWSCD) is a highly significant public health problem associated with reduced quality of life. Due to issues uniquely affecting PWSCD, including distrust of research, challenging life situations, debilitating pain, stigma, and logistical challenges (e.g., child or elder care and transportation), SCD researchers often find it challenging to meet sample size and enrollment targets. To our knowledge, all known SCD studies have solely recruited participants in person (e.g., clinics and local organizations) and utilized lengthy interventions with suboptimal recruitment and retention results. Newer recruitment methods, such as online recruitment, need to be explored for research among PWSCD. In this pilot project, we sought to address these challenges by investigating: 1) a novel method of using online outreach to recruit/enroll young PWSCD and 2) a novel, brief online mindfulness intervention adapted from Mindfulness-Oriented Recovery Enhancement (MORE): Mini-MORE designed to treat pain among PWSCD.  Methods Participants (N = 32) were recruited online (e.g., paid advertisements on Facebook and NextDoor; free advertisements on Facebook groups and Reddit) and screened by phone from October 25 to November 8, 2022. Participants watched an online Mini-MORE video. Immediately before and after watching the video, participants rated their pain intensity and unpleasantness on an 11-point numeric rating scale (NRS). Afterward, participants were emailed an individualized link to additional audio recordings for ongoing practice. Immediately before and after accessing the additional recordings, participants rated their pain intensity, anxiety, and depression on an 11-point NRS. T-tests were used to examine the impact of Mini MORE on outcomes at two-time points. Results A total of 84 participants completed the self-screening. The majority of self-screeners resulted from free posts in Facebook groups (77%), Reddit (1%), and Craigslist (6%). Thirty-two (32) eligible participants agreed to join a Zoom meeting to watch the video. The entire Mini-MORE video was viewed by 31 of 32 participants (97%). Pain intensity decreased by 1.7 points (p<0.001, Cohen's d=2.19), and pain unpleasantness decreased by 2.1 points (p<0.001, Cohen's d=2.20). Listening to the supplemental recordings was associated with significant, immediate decreases in pain intensity by 1.3 points (p=0.015, Cohen's d=2.05), anxiety by 1.8 points (p=0.022, Cohen's d=3.10), and depression by 1.74 points (p=0.019, Cohen's d=2.94). Conclusions Results suggest that online methods are feasible in recruiting and enrolling young PWSCD, and the online Mini-MORE intervention is acceptable among PWSCD. Future research is needed to assess whether Mini-MORE is associated with decreased pain symptomology in young PWSCD.

4.
Psychiatr Serv ; 74(6): 648-651, 2023 06 01.
Article in English | MEDLINE | ID: mdl-36377369

ABSTRACT

OBJECTIVE: A 6-week study was conducted to test the effectiveness of the Harnessing Online Peer Education (HOPE) intervention on anxiety, help seeking (requests for electronic resources [e-resources] on anxiety reduction), and online engagement. METHODS: Three hundred participants with moderate to severe anxiety (i.e., seven-item Generalized Anxiety Disorder scale [GAD-7] scores ≥10) were randomly assigned to social media (i.e., Facebook) groups with or without peer leaders. The study was conducted from April 5 to May 17, 2020. GAD-7 scores, e-resource requests, and online engagement were measured at baseline and at weeks 2, 4, and 6. RESULTS: GAD-7 scores improved in both intervention and control groups, with no difference between conditions. Participants in the intervention group were more likely than those in the control group to request e-resources (OR=10.27, 95% CI=4.52-23.35) and engage online (OR=2.84, 95% CI=1.70-4.76). CONCLUSIONS: The HOPE intervention effectively promoted mental health help-seeking behavior and online engagement.


Subject(s)
Anxiety Disorders , Anxiety , Humans , Anxiety Disorders/therapy , Mental Health , Peer Group
5.
J Subst Use ; 28(6): 880-886, 2023.
Article in English | MEDLINE | ID: mdl-38274090

ABSTRACT

Objectives: This study sought to explore the potential role of peer-led online communities to increase use of medications for opioid use disorder. Methods: From January through March 2020, participants with opioid use disorder and their family members/friends were recruited from paid Facebook ads; public health key stakeholders were recruited from referrals from the study team and opioid experts. Thirty participants from California were interviewed; 23 persons reporting opioid misuse, 3 family members/friends of persons misusing opioids, and 4 public health key stakeholders. We conducted semi-structured interviews asking about preferences, barriers and facilitators of treatment options for opioid use disorder, and perspectives around the use of digital/online communities. The categories of participants interviewed were each asked slightly different questions depending upon their role. Results: Results suggest that participants who misuse opioids (1) may prefer to engage in online communities rather than in-person meetings to discuss their opioid use, (2) generally prefer to receive opioid-related information from other patients with opioid use disorder and/or those in recovery rather than from health providers or other individuals, and (3) thought that an online community could be beneficial for helping address their opioid use. Conclusion: Results suggest an openness and interest in a peer-led online community to discuss opioid use and treatment among people who misuse opioids.

6.
Community Ment Health J ; 58(8): 1554-1562, 2022 11.
Article in English | MEDLINE | ID: mdl-35441965

ABSTRACT

This study aimed to examine the depression and anxiety among men of color (primarily African American and Latinx) who have sex with men after the lockdown due to the COVID-19 pandemic. Outcomes included 21-item Beck Depression Inventory (BDI), 7-item Generalized Anxiety Disorder (GAD), and a 10-item COVID-related anxiety measure using a modified H1N1-related anxiety question. Independent variables were food insecurity and belief in government efficiency. Data were analyzed by Regression models with random cluster effects. Food insecurity experiences were significantly associated with higher depression (p < 0.001), higher anxiety (p < 0.001), and higher pandemic-related anxiety (p < 0.001). Higher levels of belief in government efficiency were significantly associated with lower depression (p < 0.05), less anxiety (p < 0.05), and less pandemic-related anxiety (p-value < 0.001). These findings emphasize the importance of establishing trust between government and at-risk communities when issuing public health policies, especially during unforeseen circumstances, as well as to ensure basic human rights, such as food security.


Subject(s)
COVID-19 , Influenza A Virus, H1N1 Subtype , Sexual and Gender Minorities , Male , Humans , COVID-19/epidemiology , Mental Health , Pandemics , Black or African American , Homosexuality, Male , Los Angeles/epidemiology , Depression/epidemiology , Depression/psychology , Communicable Disease Control , Anxiety/epidemiology , Anxiety/psychology
7.
J Acquir Immune Defic Syndr ; 90(1): 20-26, 2022 05 01.
Article in English | MEDLINE | ID: mdl-35044989

ABSTRACT

OBJECTIVE: We sought to assess the effectiveness of using a peer-led online community to increase HIV self-testing among Latinx and African American men who have sex with men (MSM). DESIGN: Randomized controlled trial. METHODS: Throughout 6 waves, between February 18, 2017, and January 8, 2021, 900 HIV negative and/or serostatus unknown Los Angeles-based MSM (68.9% Latinx, 16.0% African American, and 7.4% White) participated in an online 12-week HIV prevention randomized controlled trial. A total of 79 trained role models (peer leaders) were randomly assigned to participants within clusters to build trust and deliver HIV testing information on Facebook groups. Participants in control groups were assigned to groups without peer leaders. Participants were not required to respond to peer leaders or to remain group members. Participants completed self-report assessments at baseline and 12-week follow-up and could receive a free HIV self-testing kit during the study period. RESULTS: Compared with control group participants, intervention group participants were significantly more likely to accept the offer for the HIV self-testing kit (intervention 130 of 450, 29%; control 102 of 450, 22.7%; odds ratio = 1.43, 95% confidence interval: 1.04 to 1.95, P = 0.03), report having taken an HIV self-test within the past 3 months (odds ratio = 1.47, 95% confidence interval: 1.01 to 2.13, P = 0.04), and report drinking fewer glasses of alcohol in an average week (P = 0.01). Effects seemed concentrated within later study waves. Study retention was greater than 93%. CONCLUSIONS: A peer-led online community seems to be an effective method of increasing HIV self-testing among MSM of color. We discuss the implications of the wave effects on public health research and policy.


Subject(s)
HIV Infections , Sexual and Gender Minorities , Black or African American , HIV Infections/diagnosis , HIV Infections/prevention & control , HIV Testing , Homosexuality, Male , Humans , Male , Self-Testing
8.
J Med Internet Res ; 24(3): e24787, 2022 03 03.
Article in English | MEDLINE | ID: mdl-34995205

ABSTRACT

BACKGROUND: Innovative surveillance methods are needed to assess adherence to COVID-19 recommendations, especially methods that can provide near real-time or highly geographically targeted data. Use of location-based social media image data (eg, Instagram images) is one possible approach that could be explored to address this problem. OBJECTIVE: We seek to evaluate whether publicly available near real-time social media images might be used to monitor COVID-19 health policy adherence. METHODS: We collected a sample of 43,487 Instagram images in New York from February 7 to April 11, 2020, from the following location hashtags: #Centralpark (n=20,937), #Brooklyn Bridge (n=14,875), and #Timesquare (n=7675). After manually reviewing images for accuracy, we counted and recorded the frequency of valid daily posts at each of these hashtag locations over time, as well as rated and counted whether the individuals in the pictures at these location hashtags were social distancing (ie, whether the individuals in the images appeared to be distanced from others vs next to or touching each other). We analyzed the number of images posted over time and the correlation between trends among hashtag locations. RESULTS: We found a statistically significant decline in the number of posts over time across all regions, with an approximate decline of 17% across each site (P<.001). We found a positive correlation between hashtags (#Centralpark and #Brooklynbridge: r=0.40; #BrooklynBridge and #Timesquare: r=0.41; and #Timesquare and #Centralpark: r=0.33; P<.001 for all correlations). The logistic regression analysis showed a mild statistically significant increase in the proportion of posts over time with people appearing to be social distancing at Central Park (P=.004) and Brooklyn Bridge (P=.02) but not for Times Square (P=.16). CONCLUSIONS: Results suggest the potential of using location-based social media image data as a method for surveillance of COVID-19 health policy adherence. Future studies should further explore the implementation and ethical issues associated with this approach.


Subject(s)
COVID-19 , Social Media , COVID-19/prevention & control , Humans , Physical Distancing , Public Health , SARS-CoV-2
10.
J Med Internet Res ; 22(9): e21490, 2020 09 10.
Article in English | MEDLINE | ID: mdl-32841152

ABSTRACT

BACKGROUND: Evidence from past pandemics suggests that fear, uncertainty, and loss of control during large-scale public health crises may lead to increased pandemic-related information seeking, particularly among persons predisposed to high anxiety. In such groups, a greater consumption of information pertaining to the COVID-19 pandemic may increase anxiety. OBJECTIVE: In this study, we examine the association between online activity and Generalized Anxiety Disorder 7 (GAD-7) scores in the United States. METHODS: We recruited participants for an online survey through advertisements on various platforms such as Google, Facebook, and Reddit. A total of 406 adult US participants with moderate to severe (≥10) GAD-7 scores met the inclusion criteria and completed the survey. Anxiety levels measured using the GAD-7 scale formed our primary outcome. Our key independent variables were average daily time spent online and average daily time spent online searching about COVID-19 within the past 14 days. We used as controls potential confounders of the relation between our key independent variables and GAD-7 scores, namely, sleep quality, the COVID-19 Fear Inventory scale, binge drinking, substance use, prescription drug abuse, and sociodemographic attributes. RESULTS: Linear multivariate regression analyses showed that GAD-7 scores were higher among those who spent >4 hours online (per day) searching for information about COVID-19 (coefficient 1.29, P=.002), controlling for all other covariates. The total time spent online was not statistically associated with GAD-7 scores. CONCLUSIONS: Results from this study indicate that limiting pandemic-related online information seeking may aid anxiety management in our study population.


Subject(s)
Anxiety Disorders/epidemiology , Betacoronavirus , Coronavirus Infections/psychology , Internet/statistics & numerical data , Pandemics , Pneumonia, Viral/psychology , Adult , Anxiety Disorders/etiology , Binge Drinking/epidemiology , COVID-19 , Cross-Sectional Studies , Female , Health Surveys , Humans , Linear Models , Male , SARS-CoV-2 , Severity of Illness Index , Substance-Related Disorders/epidemiology , United States/epidemiology
11.
Am Ann Deaf ; 163(2): 90-115, 2018.
Article in English | MEDLINE | ID: mdl-30033435

ABSTRACT

Barriers to obtaining breast cancer prevention knowledge and breast cancer screening have been noted among D/deaf women. A randomized controlled trial (RCT) is described that tested a culturally and linguistically tailored breast cancer education program conducted among a racially/ethnically diverse sample of 209 D/deaf women age 40 years or older. The study focused on D/deaf women with no more than a secondary education, a population at relatively high risk for incomplete breast health knowledge and services. This population's inadequate breast cancer knowledge and screening practices and the value of the education program were confirmed. Knowledge increased from -baseline to 12-month follow-up in the intervention group, and in some instances the control group; increased intention to get a mammogram was observed in the intervention group. Possible reasons for the few significant intervention/control group differences at 12 months were examined. Materials from the RCT are available online.


Subject(s)
Breast Neoplasms , Deafness/psychology , Education of Hearing Disabled/methods , Health Communication/methods , Patient Education as Topic/methods , Persons With Hearing Impairments/psychology , Women's Health , Adult , Aged , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/epidemiology , Breast Neoplasms/therapy , Communication Barriers , Compact Disks , Culturally Competent Care , Early Detection of Cancer/methods , Female , Health Knowledge, Attitudes, Practice , Humans , Los Angeles , Mammography , Middle Aged , Pamphlets , Predictive Value of Tests
12.
AIDS ; 32(7): 945-954, 2018 04 24.
Article in English | MEDLINE | ID: mdl-29424776

ABSTRACT

BACKGROUND: Chronic immune activation is a harbinger of AIDS-associated non-Hodgkin lymphoma (AIDS-NHL), yet the underlying basis is unclear. Microbial translocation, the passage of microbial components from the gastrointestinal tract into the systemic circulation, is a source of systemic immune activation in HIV infection and may be an important contributor to chronic B-cell activation and subsequent AIDS-NHL development. METHOD: We measured biomarkers of microbial translocation including bacterial receptors/antibodies, intestinal barrier proteins, and macrophage activation-associated cytokines/chemokines, in serum from 200 HIV-infected men from the Multicenter AIDS Cohort Study prior to their AIDS-NHL diagnosis (mean = 3.9 years; SD = 1.6 years) and 200 controls. Controls were HIV-infected men who did not develop AIDS-NHL, individually matched to cases on CD4 T-cell count, prior antiretroviral drug use, and recruitment year into the cohort. RESULTS: Biomarkers of bacterial translocation and intestinal permeability were significantly increased prior to AIDS-NHL. Lipopolysaccharide-binding protein (LPB), fatty acid-binding protein 2 (FABP2), and soluble CD14 were associated with 1.6-fold, 2.9-fold, and 3.7-fold increases in AIDS-NHL risk for each unit increase on the natural log scale, respectively. Haptoglobin had a 2.1-fold increase and endotoxin-core antibody a 2.0-fold decrease risk for AIDS-NHL (fourth versus first quartile). Biomarkers of macrophage activation were significantly increased prior to AIDS-NHL: B-cell activation factor (BAFF), IL18, monocyote chemoattractant protein-1 (MCP1), tumor necrosis factor-α (TNFα), and CCL17 had 2.2-fold, 2.0-fold, 1.6-fold, 2.8-fold, and 1.7-fold increases in risk for each unit increase on the natural log scale, respectively. CONCLUSION: These data provide evidence for microbial translocation as a cause of the systemic immune activation in chronic HIV infection preceding AIDS-NHL development.


Subject(s)
Bacterial Translocation , Biomarkers/blood , HIV Infections/complications , Immunologic Factors/blood , Lymphocyte Activation , Lymphoma, Non-Hodgkin/epidemiology , Serum/chemistry , Adult , Humans , Macrophage Activation , Male , Middle Aged , Prospective Studies , Risk Assessment , Young Adult
13.
PLoS Pathog ; 13(8): e1006541, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28787455

ABSTRACT

Certain Major Histocompatibility-I (MHC-I) types are associated with superior immune containment of HIV-1 infection by CD8+ cytotoxic T lymphocytes (CTLs), but the mechanisms mediating this containment are difficult to elucidate in vivo. Here we provide controlled assessments of fitness landscapes and CTL-imposed constraints for immunodominant epitopes presented by two protective (B*57 and B*27) and one non-protective (A*02) MHC-I types. Libraries of HIV-1 with saturation mutagenesis of CTL epitopes are propagated with and without CTL selective pressure to define the fitness landscapes for epitope mutation and escape from CTLs via deep sequencing. Immunodominant B*57- and B*27- present epitopes are highly limited in options for fit mutations, with most viable variants recognizable by CTLs, whereas an immunodominant A*02 epitope-presented is highly permissive for mutation, with many options for CTL evasion without loss of viability. Generally, options for evasion overlap considerably between CTL clones despite highly distinct T cell receptors. Finally, patterns of variant recognition suggest population-wide CTL selection for the A*02-presented epitope. Overall, these findings indicate that these protective MHC-I types yield CTL targeting of highly constrained epitopes, and underscore the importance of blocking public escape pathways for CTL-based interventions against HIV-1.


Subject(s)
Antigen Presentation/immunology , Epitopes, T-Lymphocyte/immunology , HIV Infections/immunology , Histocompatibility Antigens Class I/immunology , T-Lymphocytes, Cytotoxic/immunology , HIV-1/immunology , High-Throughput Nucleotide Sequencing , Humans , Immune Evasion/immunology , Immunodominant Epitopes/immunology , Mutagenesis, Site-Directed , Viremia/immunology
14.
J Health Care Poor Underserved ; 28(3): 1165-1190, 2017.
Article in English | MEDLINE | ID: mdl-28804085

ABSTRACT

D/deaf cancer patients and survivors, including D/deaf women diagnosed with breast cancer, have been largely overlooked in the research literature. To gain preliminary information we included 29 D/deaf breast cancer survivors in a larger program of community-academic research aimed at evaluating and addressing the breast cancer educational needs of D/deaf women. Seven D/deaf breast cancer survivors completed in-depth signed (American Sign Language) interviews and another 22 survivors completed a written/signed survey. Both studies revealed significant gaps in breast cancer knowledge among these women despite their having multiple contacts with medical providers, communication challenges in clinical settings, and inadequate access to support and advocacy services during diagnosis, treatment, and recovery. Research is needed to develop tailored cancer control programs for this population and to identify strategies for disseminating to health care providers and organizations information about the challenges D/deaf people face in obtaining needed services.


Subject(s)
Breast Neoplasms/psychology , Cancer Survivors/psychology , Patient Satisfaction , Persons With Hearing Impairments/psychology , Aged , Aged, 80 and over , Communication , Female , Health Behavior , Health Knowledge, Attitudes, Practice , Humans , Interviews as Topic , Middle Aged , Patient Education as Topic , Socioeconomic Factors
15.
AIDS ; 31(8): 1091-1098, 2017 05 15.
Article in English | MEDLINE | ID: mdl-28301422

ABSTRACT

OBJECTIVES: HIV-1-infected persons spontaneously controlling viremia without treatment (SCV) are rare. Sex and race effects on prevalence and outcome are poorly defined, and it is unclear whether SCV qualitatively or quantitatively differs from typical infection. These issues are examined in this article. DESIGN: Medical records of 46 524 persons receiving outpatient care for HIV-1 infection were reviewed. Of these, 29 811 had adequate viremia testing for SCV screening. METHODS: SCV was defined as at least three consecutive plasma viremia measurements <50 RNA copies/ml spanning at least 1 year without treatment. SCV loss was defined as at least three consecutive viremia measurements ≥50 RNA copies/ml or one ≥1000 RNA copies/ml. Demographics of persons with SCV were compared with the total population. Viremia and blood CD4 T-cell levels during SCV were compared between demographic subgroups and persons who maintained or lost SCV during observation. RESULTS: In total, 53 persons (0.18%) met SCV criteria. Prevalence was higher for women versus men and blacks versus whites; these appeared independent. Loss of SCV was observed at 1.22% per year, and significantly associated with viremia 'blips'. Blip magnitudes fit log-normal distributions with means below 50 RNA copies/ml. CONCLUSION: Our novel observation of higher SCV prevalence in women and blacks is consistent with prior studies of typical chronic infection. Viremia blips correspond to greater risk of loss of SCV, likely reflecting higher set-point viremia under the limit of detection. Our findings suggest that SCV represents an extreme along a continuum of HIV-1 infection, and not qualitative difference.


Subject(s)
HIV Infections/immunology , HIV Infections/virology , HIV Long-Term Survivors , HIV-1/isolation & purification , Viral Load , Viremia/immunology , Adult , CD4 Lymphocyte Count , Demography , Female , Humans , Male , Middle Aged
16.
Lancet HIV ; 2(1): e27-32, 2015 Jan.
Article in English | MEDLINE | ID: mdl-26236767

ABSTRACT

BACKGROUND: Social media technologies offer new approaches to HIV prevention and promotion of testing. We examined the efficacy of the Harnessing Online Peer Education (HOPE) social media intervention to increase HIV testing among men who have sex with men (MSM) in Peru. METHODS: In this cluster randomised controlled trial, Peruvian MSM from Greater Lima (including Callao) who had sex with a man in the past 12 months, were 18 years of age or older, were HIV negative or serostatus unknown, and had a Facebook account or were willing to create one (N=556) were randomly assigned (1:1) by concealed allocation to join intervention or control groups on Facebook for 12 weeks. For the intervention, Peruvian MSM were trained and assigned to be HIV prevention mentors (peer-leaders) to participants in Facebook groups. The interventions period lasted 12 weeks. Participants in control groups received an enhanced standard of care, including standard offline HIV prevention available in Peru and participation in Facebook groups (without peer leaders) that provided study updates and HIV testing information. After accepting a request to join the groups, continued participation was voluntary. Participants also completed questionnaires on HIV risk behaviours and social media use at baseline and 12 week follow-up. The primary outcome was the number of participants who received a free HIV test at a local community clinic. The facebook groups were analysed as clusters to account for intracluster correlations. This trial is registered with ClinicalTrials.gov, number NCT01701206. FINDINGS: Of 49 peer-leaders recruited, 34 completed training and were assigned at random to the intervention Facebook groups. Between March 19, 2012, and June 11, 2012, and Sept 26, 2012, and Dec 19, 2012, 556 participants were randomly assigned to intervention groups (N=278) or control groups (N=278); we analyse data for 252 and 246. 43 participants (17%) in the intervention group and 16 (7%) in the control groups got tested for HIV (adjusted odds ratio 2·61, 95% CI 1·55­4·38). No adverse events were reported. INTERPRETATION: Development of peer-mentored social media communities seemed to be an efficacious method to increase HIV testing among high-risk populations in Peru. Results suggest that the HOPE social media intervention could improve HIV testing rates among MSM in Peru. FUNDING: National Institute of Mental Health.


Subject(s)
Global Health , HIV Infections/prevention & control , Homosexuality, Male , Social Media , Adult , Ambulatory Care Facilities , Humans , Male , Mentors , Middle Aged , Peru , Social Learning , Technology , Young Adult
17.
J Biopharm Stat ; 25(5): 972-83, 2015.
Article in English | MEDLINE | ID: mdl-24918306

ABSTRACT

Both the four-parameter logistic (4PL) and the five-parameter logistic (5PL) models are widely used in nonlinear calibration. In this paper, we study the choice between 5PL and 4PL both by the accuracy and precision of the estimated concentrations and by the power to detect an association between a binary disease outcome and the estimated concentrations. Our results show that when the true curve is symmetric around its inflection point, the efficiency loss from using 5PL is negligible under the prevalent experimental design. When the true curve is asymmetric, 4PL may sometimes offer better performance due to bias-variance trade-off. We provide a practical guideline for choosing between 5PL and 4PL and illustrate its application with a real dataset from the HIV Vaccine Trials Network laboratory.


Subject(s)
Biomedical Research/statistics & numerical data , Data Interpretation, Statistical , Logistic Models , Nonlinear Dynamics , Research Design/statistics & numerical data , Biomarkers/analysis , Biomedical Research/standards , Calibration , Computer Simulation , Humans , Numerical Analysis, Computer-Assisted , Reference Standards , Reproducibility of Results , Research Design/standards , Tumor Necrosis Factor-alpha/analysis
18.
J Adolesc Health ; 55(4): 528-34, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24856358

ABSTRACT

PURPOSE: To evaluate a health systems intervention to increase adolescents' receipt of high-quality sexual and reproductive health care services. METHODS: Quasi experimental design. Twelve high schools in a large public school district were matched into pairs. Within each pair, schools were assigned to condition so that no control school shared a geographic border with an intervention school. Five yearly surveys (T1, T2, …, T5) were administered from 2005 to 2009 (N = 29,823) to students in randomly selected classes in grades 9-12. Community-based providers of high-quality sexual and reproductive health care services were listed on a referral guide for use by school nurses to connect adolescents to care. RESULTS: Statistically significant effects were found for intervention school females on three outcomes, relative to controls. Relative to T1, receipt of birth control in the past year was greater at T4 (adjusted odds ratio [AOR] = 1.85; 95% confidence interval [CI], 1.09-3.15) and T5 (AOR = 2.22; 95% CI, 1.32-3.74). Increases in sexually transmitted disease testing and/or treatment in the past year were greater in T1-T3 (AOR = 1.78; 95% CI, 1.05-3.02), T1-T4 (AOR = 1.73; 95% CI, 1.01-2.97), T1-T5 (AOR = 1.97; 95% CI, 1.17-3.31), and T2-T5 (AOR = 1.76; 95% CI, 1.06-2.91). Increases in ever receiving an HIV test were greater in T1-T4 (AOR = 2.14; 95% CI, 1.08-4.26). Among males, no intervention effects were found. CONCLUSIONS: A school-based structural intervention can improve female adolescents' receipt of services.


Subject(s)
Adolescent Health Services , Reproductive Health Services , School Health Services , Adolescent , Adolescent Behavior , Female , Humans , Male , Program Evaluation , Sexual Behavior
19.
PLoS One ; 8(11): e70578, 2013.
Article in English | MEDLINE | ID: mdl-24302983

ABSTRACT

BACKGROUND: In the absence of an effective vaccine against HIV-1, the scientific community is presented with the challenge of developing alternative methods to curb its spread. Due to the complexity of the disease, however, our ability to predict the impact of various prevention and treatment strategies is limited. While ART has been widely accepted as the gold standard of modern care, its timing is debated. OBJECTIVES: To evaluate the impact of medical interventions at the level of individuals on the spread of infection across the whole population. Specifically, we investigate the impact of ART initiation timing on HIV-1 spread in an MSM (Men who have Sex with Men) population. DESIGN AND METHODS: A stochastic multi-scale model of HIV-1 transmission that integrates within a single framework the in-host cellular dynamics and their outcomes, patient health states, and sexual contact networks. The model captures disease state and progression within individuals, and allows for simulation of therapeutic strategies. RESULTS: Early ART initiation may substantially affect disease spread through a population. CONCLUSIONS: Our model provides a multi-scale, systems-based approach to evaluate the broader implications of therapeutic strategies.


Subject(s)
Decision Making , HIV Infections/epidemiology , HIV Infections/transmission , HIV-1 , Models, Theoretical , Disease Progression , HIV Infections/drug therapy , Health Status Indicators , Humans , Male , Risk Factors , Sexual Behavior
20.
Ann Intern Med ; 159(5): 318-24, 2013 Sep 03.
Article in English | MEDLINE | ID: mdl-24026317

ABSTRACT

BACKGROUND: Social networking technologies are an emerging tool for HIV prevention. OBJECTIVE: To determine whether social networking communities can increase HIV testing among African American and Latino men who have sex with men (MSM). DESIGN: Randomized, controlled trial with concealed allocation. (ClinicalTrials.gov: NCT01701206). SETTING: Online. PATIENTS: 112 MSM based in Los Angeles, more than 85% of whom were African American or Latino. INTERVENTION: Sixteen peer leaders were randomly assigned to deliver information about HIV or general health to participants via Facebook groups over 12 weeks. After participants accepted a request to join the group, participation was voluntary. Group participation and engagement were monitored. Participants could request a free, home-based HIV testing kit and completed questionnaires at baseline and 12-week follow-up. MEASUREMENTS: Participant acceptance of and engagement in the intervention and social network participation, rates of home-based HIV testing, and sexual risk behaviors. RESULTS: Almost 95% of intervention participants and 73% of control participants voluntarily communicated using the social platform. Twenty-five of 57 intervention participants (44%) requested home-based HIV testing kits compared with 11 of 55 control participants (20%) (difference, 24 percentage points [95% CI, 8 to 41 percentage points]). Nine of the 25 intervention participants (36%) who requested the test took it and mailed it back compared with 2 of the 11 control participants (18%) who requested the test. Retention at study follow-up was more than 93%. LIMITATION: Only 2 Facebook communities were included for each group. CONCLUSION: Social networking communities are acceptable and effective tools to increase home-based HIV testing among at-risk populations. PRIMARY FUNDING SOURCE: National Institute of Mental Health.


Subject(s)
HIV Infections/diagnosis , HIV Infections/prevention & control , Health Education/methods , Homosexuality, Male/psychology , Social Networking , Unsafe Sex , Adult , Black or African American/psychology , Hispanic or Latino/psychology , Humans , Male , Reagent Kits, Diagnostic
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