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BACKGROUND: Men who have sex with men (MSM) are at increased risk for human papillomavirus-associated oropharyngeal cancer (HPV-OPC). The objective of this analysis was to create a psychometrically validated scale to measure perception of risk for HPV-OPC. METHODS: We conducted an exploratory and a confirmatory factor analysis to determine and confirm the latent factor structure. We used a path diagram to evaluate the relationship between the validated scale and perceived risk for HPV-OPC. The model was determined to be a good fit if it met all criteria: root mean square error of approximation ≤0.06, standardized root mean residual ≤0.08, Comparative Fit Index ≥0.90, and Tucker-Lewis Index ≥0.90. We report standardized estimates and 95% confidence intervals. RESULTS: This cross-sectional study recruited 1315 MSM. A majority (73.33%) of MSM had performed fellatio on ≥20 partners, 36.98% had rimmed ≥20 partners, and 5.31% had performed cunnilingus on ≥10 partners in their lifetime.Six sexual history survey items loaded onto 2 latent factors: sexual risk behaviors: class 1 and sexual risk behaviors: class 2. The final model statistics indicated good fit: root mean square error of approximation = 0.064, standardized root mean residual = 0.059, Comparative Fit Index = 0.996, and Tucker-Lewis Index = 0.993. Sexual risk behaviors: class 1 was associated with greater perceived risk for HPV-OPC (0.217; 95% confidence interval, 0.138-0.295). Age, HIV status, HPV vaccination status, and sexual risk behaviors: class 2 were not associated with perceived risk for HPV-OPC. CONCLUSION: Men who have sex with men assessed risk for HPV-OPC based on their lifetime number of cisgender male sexual partners, rimming partners, and fellatio partners but not other sexual behaviors. Men who have sex with men may be responsive to future HPV-OPC educational interventions and opportunities for screening.
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Infecções por HIV , Neoplasias Orofaríngeas , Infecções por Papillomavirus , Minorias Sexuais e de Gênero , Masculino , Humanos , Homossexualidade Masculina , Estudos Transversais , Psicometria , Comportamento Sexual , Fatores de RiscoRESUMO
Co-occurring mental health concerns are prevalent among substance use recovery housing residents. We sought to explore how residents with co-occurring mental health and substance use needs experience recovery housing. We conducted semi-structured interviews with residents (N = 92) in recovery homes across Texas and developed themes through thematic analysis. Residents note that living in a group home can exacerbate anxiety and paranoia, especially during periods of high turnover. Overwhelmingly, however, residents believe recovery housing improves their mental health. Residents use their shared lived experiences to support one another. Residents also express appreciation for the transition period offered by recovery housing, allowing them to solidify their recoveries before fully re-entering society. Participants describe recovery homes as a critical support for their co-occurring mental health and substance use concerns. These results provide key insights on how to better support mental health in recovery housing.
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While rare in the larger population, anal cancer incidence is significantly higher in groups such as sexual minority men and people living with HIV. This qualitative analysis examined participants' experiences and perceptions of barriers to anal self-examination and anal companion examination through interviews completed as a part of a larger clinical trial. Interviews were conducted online with participants (n = 131) within a week of their baseline appointment between January 2020 and October 2021. Content analysis denoted participants' thoughts and perceptions about anal self-examination and anal companion examinations. Of the 131 cisgender men interviewed (mean age 49.9 years, SD 12.7), 92.4% identified as gay, 54.9% identified as white, 22.1% identified as Black, 19.9% identified as Latino, and 44.3% of participants were living with HIV. Participants did not report feelings of excessive anxiety when an abnormality was detected. However, three salient themes emerged as to why participants may not perform an anal self-examination or anal companion examination: (1) physical limitation(s), (2) potential sexualisation of the examination, and (3) level of comfort discussing anal health. Future work must continue to explore methods that not only decrease stigma surrounding anal health but also bolster feelings of accessibility to perform self and couple examinations.
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Tobacco use is a persistent public health issue. It kills up to half its users and is the cause of nearly 90% of all lung cancers. The main psychoactive component of tobacco is nicotine, primarily responsible for its abuse-related effects. Accordingly, most pharmacotherapies for smoking cessation target nicotinic acetylcholine receptors (nAChRs), nicotine's major site of action in the brain. The goal of the current review is twofold: first, to provide a brief overview of the most commonly used behavioral procedures for evaluating smoking cessation pharmacotherapies and an introduction to pharmacokinetic and pharmacodynamic properties of nicotine important for consideration in the development of new pharmacotherapies; and second, to discuss current and potential future pharmacological interventions aimed at decreasing tobacco use. Attention will focus on the potential for allosteric modulators of nAChRs to offer an improvement over currently approved pharmacotherapies. Additionally, given increasing public concern for the potential health consequences of using electronic nicotine delivery systems, which allow users to inhale aerosolized solutions as an alternative to smoking tobacco, an effort will be made throughout this review to address the implications of this relatively new form of nicotine delivery, specifically as it relates to smoking cessation. SIGNIFICANCE STATEMENT: Despite decades of research that have vastly improved our understanding of nicotine and its effects on the body, only a handful of pharmacotherapies have been successfully developed for use in smoking cessation. Thus, investigation of alternative pharmacological strategies for treating tobacco use disorder remains active; allosteric modulators of nicotinic acetylcholine receptors represent one class of compounds currently under development for this purpose.
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Antagonistas Nicotínicos/farmacologia , Antagonistas Nicotínicos/uso terapêutico , Tabagismo/tratamento farmacológico , Animais , Ensaios Clínicos Fase III como Assunto , Humanos , Nicotina/farmacocinética , Receptores Nicotínicos/metabolismo , Abandono do Hábito de Fumar/métodos , Tabagismo/metabolismoRESUMO
Background. By 2023, 1,080,000 cases of COVID-19 have been reported in Harris County. Systemic inequity and vaccine hesitancy have contributed to COVID-19 disparities. Community Health Workers provide health education and instrumental support to alleviate health disparities among vulnerable communities. We conducted an analysis of Strengths, Weaknesses, Opportunities, and Threats (SWOT) analysis in June 2022 among a broad coalition of Community Health Work stakeholders to better understand the local landscape in the context of the COVID-19 pandemic. Methods. We recruited 33 community health workers and industry stakeholders in Harris County, Texas, to participate in the SWOT analysis. Participants were asked to describe their opinions on the SWOT facing the Community Health Work landscape and then rank the outcomes of the analysis to prioritize action. Results. A total of 19 themes were identified. Weaknesses included lack of respect and resources for Community Health Workers and poor coordination and capacity among the workforce infrastructure. Limited funding and lack of appreciation for Community Health Workers were deemed important threats. Diversity and community connection were critical strengths, and strong education, training, and raising awareness for community health work were considered opportunities to overcome identified weaknesses and threats. Discussion. Increased funding, greater coordination, greater respect, and amplified training can improve capacity for Community Health Workers and, therefore, improve public health outcomes for respiratory illness and viral infections such as COVID-19. This analysis helps fill an important research gap on the topic Community Health Workers responding to public health crises with racially disparate outcomes.
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The Baksan Experiment on Sterile Transitions (BEST) was designed to investigate the deficit of electron neutrinos ν_{e} observed in previous gallium-based radiochemical measurements with high-intensity neutrino sources, commonly referred to as the "gallium anomaly," which could be interpreted as evidence for oscillations between ν_{e} and sterile neutrino (ν_{s}) states. A 3.414-MCi ^{51}Cr ν_{e} source was placed at the center of two nested Ga volumes and measurements were made of the production of ^{71}Ge through the charged current reaction, ^{71}Ga(ν_{e},e^{-})^{71}Ge, at two average distances. The measured production rates for the inner and the outer targets, respectively, are [54.9_{-2.4}^{+2.5}(stat)±1.4(syst)] and [55.6_{-2.6}^{+2.7}(stat)±1.4(syst)] atoms of ^{71}Ge/d. The ratio (R) of the measured rate of ^{71}Ge production at each distance to the expected rate from the known cross section and experimental efficiencies are R_{in}=0.79±0.05 and R_{out}=0.77±0.05. The ratio of the outer to the inner result is 0.97±0.07, which is consistent with unity within uncertainty. The rates at each distance were found to be similar, but 20%-24% lower than expected, thus reaffirming the anomaly. These results are consistent with ν_{e}âν_{s} oscillations with a relatively large Δm^{2} (>0.5 eV^{2}) and mixing sin^{2}2θ (≈0.4).
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Chemsex is the use of methamphetamine or other substances to enhance sexual experiences, and is most often associated with sexual minority men. Within the chemsex literature, questions of sexual violence emerge due, in part, to ambiguity about what constitutes consent within sexualized environments with co-occurring substance use.To understand the context in which sexual violence occurs, data from an online survey of sexual and gender minority Texans were analyzed using bivariate and logistic regression (N = 1273), and qualitative interviews with substance-using sexual minority men from a separate sample were thematically analyzed (N = 22).Among survey participants, 12.8% experienced a form of sexual violence (10.1% experienced intimate partner violence and 7.6% experienced sexual assault). When participants were categorized based on past year substance use and sex party attendance, 48.0% of participants who used drugs and attended sex parties (a proxy for chemsex) experienced sexual violence (41.6% experienced intimate partner violence and 41.0% experienced sexual assault). When variables statistically significant at the bivariate-level were entered into logistic regression models, participants in the chemsex category were 12.5 [95% CI: 6.9, 22.8] times more likely to experience sexual violence. Substance-using sexual minority men experiencing sexual violence describe situations in which consent is difficult to revoke and sexual exploitation is likely to occur.Studies which more deeply explore the relationship between sexual and relationship violence and chemsex among sexual and gender minorities are needed. Particularly, the notion of consent needs further conceptualization in the context of drug use and sex parties. HIGHLIGHTS: Measures of recent substance use and sex party attendance were combined to create a proxy measure for chemsex, which is the use of substances to enhance sexual experiences.Substance-using sexual and gender minorities engaging in chemsex were at increased risk of sexual violence.In addition to engaging in chemsex, variables associated with an increased odds of sexual violence among sexual and gender minorities were younger age, having a non-monosexual sexual identity, and receiving a mental health diagnoses.Studies on sexual and gender minorities engaging in chemsex should be developed to further explore sexual exploitation.
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Delitos Sexuais , Minorias Sexuais e de Gênero , Transtornos Relacionados ao Uso de Substâncias , Estudos Transversais , Homossexualidade Masculina , Humanos , Masculino , Comportamento Sexual/psicologia , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Transtornos Relacionados ao Uso de Substâncias/psicologia , Texas/epidemiologiaRESUMO
Chronic disease management coupled with education may improve outcomes for those with chronic disease. As Human Immunodeficiency Virus (HIV) is now a chronic disease, addressing the needs of as people living with HIV (PLWH) is essential as they experience an accelerated aging process due to the mechanisms of the disease and medications taken. Although studies exist on the management of chronic HIV, few discuss the implications of medication adherence and activities of daily living related to falls among PLWH. To inform occupational therapy services for PLWH, this case-control study used extracted data from the electronic medical records of PLWH who had received occupational therapy (OT) at a large academic hospital. Two-hundred-and-four subjects were included in the final dataset; sixty-eight were cases that reported a fall within the last 12 months, while 136 were controls which were PLWH who had not sustained a fall. The association between falls and antiretroviral therapy adherence indicated males who were ART non-adherent and had balance deficits were more likely to fall. The association between ADL dysfunction and falls among PLWH showed those more likely to fall had moderate ADL dysfunction and balance deficits. The findings suggest further examination of the person factors of PLWH who are categorized clinically as non-adherent with antiretroviral therapy and have ADL dysfunction may improve health outcomes and reduce falls when paired with occupation-based interventions.
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Infecções por HIV , Terapia Ocupacional , Acidentes por Quedas , Atividades Cotidianas , Estudos de Casos e Controles , Estado Funcional , Infecções por HIV/complicações , Infecções por HIV/tratamento farmacológico , Humanos , MasculinoRESUMO
PURPOSE: Persistent infection with oncogenic human papillomavirus (HPV) is the primary cause of anal cancer, a disease that disproportionately affects men who have sex with men (MSM); however, there is no uniform screening protocol to detect anal cancer. This qualitative study explores whether a self-anal exam (SAE) or partner anal exam (PAE), that includes self-palpation or palpation of a partner's anal canal, is an acceptable and self-efficacious screening test, which will cue appropriate follow-up care in MSM. METHODS: Twenty-four MSM living in Houston took part in four focus group sessions eliciting their responses to a study teaching them to perform an SAE or PAE (SAE/PAE). Participants were asked about the acceptability and feasibility of executing an SAE/PAE routinely. Thematic analysis of session transcripts was used to identify common patterns in participant responses. RESULTS: Overall, participants expressed self-efficacy for performing an SAE/PAE and voiced a preference for being taught the procedure by a clinician. Participants agreed that they would consult with a clinician if they ever discovered an abnormality while performing an SAE/PAE. A lack of knowledge about anal cancer among MSM may present a barrier to adopting SAE/PAE. In discussing their experience of the exams, some participants suggested that it could become a routine practice for them. CONCLUSIONS: Our findings suggest that SAE and PAE, as a screen for anal cancer, are acceptable and feasible to MSM. Future research should explore attitudes and beliefs of MSM, with the aim of improving anal cancer education and understanding of pathologic findings.
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Neoplasias do Ânus/diagnóstico , Detecção Precoce de Câncer/psicologia , Homossexualidade Masculina/psicologia , Adulto , Idoso , Humanos , Masculino , Pessoa de Meia-Idade , Pesquisa Qualitativa , AutoeficáciaRESUMO
Indian men who have sex with men are disproportionately impacted by HIV. While prevention efforts to date have focused on men who visit drop-in centers or physical cruising sites, little is known about men who are meeting sexual partners on virtual platforms. This paper explores issues related to sexual identity and sexual behaviors in an online sample of men who identified as gay (n = 279) or bisexual (n = 123). There were significant differences in outedness between the two groups, with 48% of bisexually identified men reporting that they were out to "no one" and 82% stating that they present themselves as heterosexual to family and friends. Corresponding rates for gay-identified men were 15% and 41%, respectively (both p < .001). Twenty-nine percent of bisexually identified men reported being married, compared to only 3% of the gay-identified men (p < .001). Bisexually identified men were also more likely to report having exclusively insertive anal sex (49% vs 30% p < .001), while gay-identified men were more likely to report exclusively receptive anal sex (41% vs 13% p < .0001). Rates of unprotected anal sex (UAS) in the two groups were similar; however, married men were significantly more likely to report unprotected vaginal sex (76% vs 35%, p < .012). Positive attitudes toward UAS and lower self-efficacy were associated with sexual risk in both groups; however, substance use was associated with sexual risk only among bisexually identified men. These findings show that a large proportion of Indian bisexually identified men lead closeted lives, especially in their interactions with friends and family, with the vast majority presenting as heterosexual. The lower condom use with wives may be due to societal pressures to have children. The results suggest that bisexually identified men may benefit from targeted programs and non-directive, non-judgmental individual or couples counseling which emphasizes condom use with both male and female partners.
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Bissexualidade , Preservativos/estatística & dados numéricos , Infecções por HIV/prevenção & controle , Homossexualidade Masculina/etnologia , Parceiros Sexuais , Sexo sem Proteção/estatística & dados numéricos , Adulto , Feminino , Infecções por HIV/diagnóstico , Infecções por HIV/epidemiologia , Heterossexualidade/etnologia , Heterossexualidade/psicologia , Homossexualidade Masculina/psicologia , Humanos , Internet , Masculino , Pessoa de Meia-Idade , Assunção de Riscos , Transtornos Relacionados ao Uso de Substâncias/epidemiologiaRESUMO
We developed a reproductive tract size and position score (SPS) system as a reproductive management tool to identify lactating dairy cows with decreased fertility. This system, relying solely on transrectal palpation, considers the size (cervical and uterine) and position of the reproductive tract relative to the pelvis. Cows undergoing pre-breeding exams were identified as having reproductive tracts that were small (SPS1), medium (SPS2), or large (SPS3). Cows designated SPS1 had small and compact uterine horns that rested within the pelvic cavity; SPS2 cows had reproductive tracts that were intermediate in cervical and uterine horn diameter, with longer uterine horns resting partially outside the pelvic cavity; and SPS3 cows had reproductive tracts that were larger and rested mostly outside the pelvic cavity. Cows that were SPS1 had a higher rate of pregnancy per artificial insemination (43.3 ± 3.7%) than cows that were SPS2 (36.9 ± 3.6%) or SPS3 (27.7 ± 4.3%). The percentage of cows with an SPS2 score differed in pregnancies per artificial insemination compared with SPS3 cows. The average days in milk was similar for SPS1, SPS2, and SPS3 cows (104.3 ± 3.5, 98.4 ± 3.4, and 94.7 ± 7.7, respectively). Ultrasound measurements of the uterine horn and cervical diameter, and length measurements of the uterine horns, cervix, and vagina confirmed differences among the SPS groups derived by transrectal palpation. The ease with which transrectal palpation can be used to determine the size and position of the reproductive tract attests to the relevance and usefulness of this scoring system to identify less fertile lactating dairy cows. The ability to do so with ease provides an opportunity to make economically relevant management decisions and maximize reproductive efficiency in a given herd.
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Bovinos/fisiologia , Fertilidade/fisiologia , Exame Físico/veterinária , Reprodução/fisiologia , Fenômenos Reprodutivos Fisiológicos , Animais , Feminino , Inseminação Artificial , Lactação/fisiologia , Leite , GravidezRESUMO
OBJECTIVE: Social support and life chaos have been inversely associated with increased risk of HIV infection. The purpose of this study was to explore among a sample of HIV-negative methamphetamine-using men who have sex with men (MSM) the association between engaging in transactional sex, life chaos, and low social support. METHODS: HIV-negative methamphetamine-using MSM completed an online questionnaire between July and October 2012 about recent substance use and sexual behavior. Bivariate and multivariate tests were used to obtain statistically significant associations between demographic characteristics, engaging in transactional sex, life chaos, and the participants' perception of their social support. RESULTS: Of the 325 participants, 23.7% reported engaging in transactional sex, 45.2% reported high life chaos, and 53.5% reported low perceived social support. Participants who engaged in transactional sex were more likely to have high life chaos than participants who did not (aOR = 1.70, 95% CI = [1.01, 2.84]); transactional sex was not associated with social support. Participants with high life chaos were more out about their sexual orientation (aOR = 2.29, 95% CI = [1.18, 4.42]) and more likely to perceive they had low social support (aOR = 3.78, 95% CI = [2.31, 6.22]) than participants with low life chaos. Non-Latinos perceived they had less social support than Latinos (aOR = 0.48, 95% CI = [0.25, 0.92]). CONCLUSIONS: Methamphetamine-using MSM engaging in transactional sex experience more life chaos than those who do not engage in transactional sex. Outness, perceived social support, and ethnicity are associated with life chaos.
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Transtornos Relacionados ao Uso de Anfetaminas/psicologia , Homossexualidade Masculina/psicologia , Metanfetamina , Comportamento Sexual/psicologia , Apoio Social , Estresse Psicológico/psicologia , Adulto , Humanos , Masculino , Percepção , Assunção de Riscos , Adulto JovemRESUMO
Evidence-based interventions that increase social support have the potential to improve the health of lesbian, gay, bisexual, transgender, and queer (LGBTQ) youth. Hatch Youth is a group-level intervention that provides services four nights a week to LGBTQ youth between 13 and 20 years of age. Each Hatch Youth meeting is organized into three 1-hour sections: unstructured social time, consciousness-raising (education), and a youth-led peer support group. Youth attending a Hatch Youth meeting between March and June 2014 (N = 108) completed a cross-sectional survey. Covariate adjusted regression models were used to examine the association between attendance, perceived social support, depressive symptomology, self-esteem, and coping ability. Compared to those who attended Hatch Youth for less than 1 month, participants who attended 1 to 6 months or more than 6 months reported higher social support (ß1-6mo. = 0.57 [0.07, 1.07]; ß6+mo. = 0.44, 95% confidence interval [CI; 0.14, 0.75], respectively). Increased social support was associated with decreased depressive symptomology (ß = -4.84, 95% CI [-6.56, -3.12]), increased self-esteem (ß = 0.72, 95% CI [0.38, 1.06]), and improved coping ability (ß = 1.00, 95% CI [0.66, 1.35]). Hatch Youth is a promising intervention that has the potential to improve the mental health and reduce risk behavior of LGBTQ youth.
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Adaptação Psicológica , Depressão/epidemiologia , Promoção da Saúde/organização & administração , Autoimagem , Minorias Sexuais e de Gênero/psicologia , Apoio Social , Adolescente , Estudos Transversais , Feminino , Humanos , Masculino , Saúde Mental , Adulto JovemRESUMO
Sexual and gender minority (SGM) youth too often live in nonsupportive environments. This study reports the influence of social support from primary and secondary social ties on confidence and self-esteem among participants in Hatch Youth, a drop-in group-level intervention for SGM youth. Each 3-hour Hatch Youth meeting consists of a social, educational, and youth-led support hour. Over 14 weeks, these meetings were randomly observed and individual interviews with participating youth ( n = 12) and staff and volunteers ( n = 12) were conducted; data underwent a content analysis. Participants perceived an increase in confidence and self-esteem through enhanced bonding with family and friends, a sense of belonging, and community empowerment because of their involvement with Hatch Youth, suggesting drop-in centers can strengthen secondary social ties and improve confidence and self-esteem.
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Promoção da Saúde/organização & administração , Autoimagem , Minorias Sexuais e de Gênero/psicologia , Apoio Social , Adolescente , Feminino , Humanos , Masculino , Adulto JovemRESUMO
Experimental studies have identified an anomalous grain size dependence associated with the critical tensile pressure that a metal may sustain before catastrophic failure by cavitation processes. Here we derive the first quantitative theory (and its associated closed-form solution) capable of explaining this phenomena. The theory agrees well with experimental measurements and atomistic calculations over a very wide range of conditions. Utilizing this theory, we are able to map out three distinct regimes in which the critical tensile pressure for cavitation failure (i) increases with decreasing grain size in accordance with conventional wisdom, (ii) nonintuitively decreases with decreasing grain size, and (iii) is independent of grain size. The theory also predicts microscopic signatures of the cavitation process which agree with available data.
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BACKGROUND: Most patients with malaria seek treatment first in retail drug shops. Myriad studies have examined retailer behaviours and characteristics to understand the determinants to these behaviours. Geospatial methods are helpful in discovering if geographic location plays a role in the relationship between determinants and outcomes. This study aimed to discover if spatial autocorrelation exists in the relationship between determinants and retailer behaviours, and to provide specific geographic locations and target behaviours for tailoring future interventions. METHODS: Retailer behaviours and characteristics captured from a survey deployed to medicine retailers in the Webuye Demographic and Health Surveillance Site were analysed using geographic weighted regression to create prediction models for three separate outcomes: recommending the first-line anti-malarial therapy to adults, recommending the first-line anti-malarial therapy to children, and selling that therapy more than other anti-malarials. The estimated regression coefficients for each determinant, as well as the pseudo R2 values for each final model, were then mapped to assess spatial variability and local areas of best model fit. RESULTS: The relationships explored were found to be non-stationary, indicating that spatial heterogeneity exist in the data. The association between having a pharmacy-related health training and recommending the first-line anti-malarial treatment to adults was strongest around the peri-urban centre: comparing those with training in pharmacy to those without training (OR = 5.75, p = 0.021). The association between knowing the first-line anti-malarial and recommending it to children was strongest in the north of the study area compared to those who did not know the MOH-recommended anti-malarial (OR = 2.34, p = 0.070). This is also the area with the strongest association between attending a malaria workshop and selling the MOH-recommended anti-malarial more than other anti-malarials, compared to retailers who did not attend a workshop (OR = 2.38, p = 0.055). CONCLUSION: Evidence suggests that spatial heterogeneity exists in these data, indicating that the relationship between determinants and behaviours varies across space. This is valuable information for intervention design, allowing efforts to focus on those factors that have the strongest relationship with their targeted behaviour within that geographic space, increasing programme efficiency and cost-effectiveness.
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Antimaláricos/administração & dosagem , Conhecimentos, Atitudes e Prática em Saúde , Malária/tratamento farmacológico , Farmácias , Adulto , Feminino , Humanos , Quênia , Masculino , Regressão Espacial , Inquéritos e QuestionáriosRESUMO
In this study, we investigated if a single-item indicator measured the degree to which people were open about their same-sex attraction ("out") as accurately as a multi-item scale. For the multi-item scale, we used the Outness Inventory, which includes three subscales: family, world, and religion. We examined correlations between the single- and multi-item measures; between the single-item indicator and the subscales of the multi-item scale; and between the measures and internalized homonegativity, social attitudes towards homosexuality, and depressive symptoms. In addition, we calculated Tjur's R (2) as a measure of predictive power of the single-item indicator, multi-item scale, and subscales of the multi-item scale in predicting two health-related outcomes: depressive symptoms and condomless anal sex with multiple partners. There was a strong correlation between the single- and multi-item measures (r = 0.73). Furthermore, there were strong correlations between the single-item indicator and each subscale of the multi-item scale: family (r = 0.70), world (r = 0.77), and religion (r = 0.50). In addition, the correlations between the single-item indicator and internalized homonegativity (r = -0.63), social attitudes towards homosexuality (r = -0.38), and depression (r = -0.14) were higher than those between the multi-item scale and internalized homonegativity (r = -0.55), social attitudes towards homosexuality (r = -0.21), and depression (r = -0.13). Contrary to the premise that multi-item measures are superior to single-item measures, our collective findings indicate that the single-item indicator of outness performs better than the multi-item scale of outness.
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Homossexualidade/estatística & dados numéricos , Parceiros Sexuais , Inquéritos e Questionários/normas , HumanosRESUMO
BACKGROUND: Efforts to improve malaria case management in sub-Saharan Africa have shifted focus to private antimalarial retailers to increase access to appropriate treatment. Demands to decrease intervention cost while increasing efficacy requires interventions tailored to geographic regions with demonstrated need. Cluster analysis presents an opportunity to meet this demand, but has not been applied to the retail sector or antimalarial retailer behaviors. This research conducted cluster analysis on medicine retailer behaviors in Kenya, to improve malaria case management and inform future interventions. METHODS: Ninety-seven surveys were collected from medicine retailers working in the Webuye Health and Demographic Surveillance Site. Survey items included retailer training, education, antimalarial drug knowledge, recommending behavior, sales, and shop characteristics, and were analyzed using Kulldorff's spatial scan statistic. The Bernoulli purely spatial model for binomial data was used, comparing cases to controls. Statistical significance of found clusters was tested with a likelihood ratio test, using the null hypothesis of no clustering, and a p value based on 999 Monte Carlo simulations. The null hypothesis was rejected with p values of 0.05 or less. RESULTS: A statistically significant cluster of fewer than expected pharmacy-trained retailers was found (RR = .09, p = .001) when compared to the expected random distribution. Drug recommending behavior also yielded a statistically significant cluster, with fewer than expected retailers recommending the correct antimalarial medication to adults (RR = .018, p = .01), and fewer than expected shops selling that medication more often than outdated antimalarials when compared to random distribution (RR = 0.23, p = .007). All three of these clusters were co-located, overlapping in the northwest of the study area. CONCLUSION: Spatial clustering was found in the data. A concerning amount of correlation was found in one specific region in the study area where multiple behaviors converged in space, highlighting a prime target for interventions. These results also demonstrate the utility of applying geospatial methods in the study of medicine retailer behaviors, making the case for expanding this approach to other regions.
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Antimaláricos/uso terapêutico , Comércio/estatística & dados numéricos , Demografia/estatística & dados numéricos , Malária/epidemiologia , Farmácias/estatística & dados numéricos , Inquéritos e Questionários , Adulto , Antimaláricos/economia , Análise por Conglomerados , Comércio/tendências , Demografia/tendências , Feminino , Previsões , Humanos , Quênia/epidemiologia , Malária/tratamento farmacológico , Malária/economia , Masculino , Pessoa de Meia-Idade , Farmácias/tendênciasRESUMO
Researchers use protocols to screen for suspicious survey submissions in online studies. We evaluated how well a de-duplication and cross-validation process detected invalid entries. Data were from the Sexually Explicit Media Study, an Internet-based HIV prevention survey of men who have sex with men. Using our protocol, 146 (11.6 %) of 1254 entries were identified as invalid. Most indicated changes to the screening questionnaire to gain entry (n = 109, 74.7 %), matched other submissions' payment profiles (n = 56, 41.8 %), or featured an IP address that was recorded previously (n = 43, 29.5 %). We found few demographic or behavioral differences between valid and invalid samples, however. Invalid submissions had lower odds of reporting HIV testing in the past year (OR 0.63), and higher odds of requesting no payment compared to check payments (OR 2.75). Thus, rates of HIV testing would have been underestimated if invalid submissions had not been removed, and payment may not be the only incentive for invalid participation.
Assuntos
Confiabilidade dos Dados , Infecções por HIV/prevenção & controle , Homossexualidade Masculina/estatística & dados numéricos , Internet , Adulto , Viés , Coleta de Dados , Humanos , Masculino , Reprodutibilidade dos Testes , Inquéritos e QuestionáriosRESUMO
Research indicates that men who have sex with men (MSM), use methamphetamine, and inject drugs are at high risk of HIV infection and they employ multiple harm reduction strategies simultaneously to reduce that risk. In this study, we identified substances most commonly injected and harm reduction strategies most often employed by methamphetamine-using MSM, used latent class analysis (LCA) to identify patterns of harm reduction strategies, and differentiated MSM within each class by individual characteristics. We analyzed data from 284 participants who completed an online cross-sectional survey. Commonly injected substances were methamphetamine (93.70%), gamma-hydroxybutyrate/gamma-butyrolactone (41.55%), flunitrazepam (40.49%), and cocaine (35.56%). The substance-use strategies most often used were avoidance of sharing needles (85.92%) and use of bleach to clean drug paraphernalia (64.08%). The sexual strategy most often used was avoidance of condomless anal intercourse (CAS) while using drugs (77.11%). Using an LCA approach, we identified three classes distinguishable by age, race/ethnicity, and outness. One class (19%) employed lay strategies to reduce harm: they avoided sharing drug preparation equipment, serosorted when sharing needles and equipment or having CAS, and practiced withdrawal when having CAS. The largest class (53%) combined sexual and substance-use strategies: they avoided sharing needles, used bleach to clean needles and equipment, avoided CAS when using drugs, and used extra lubricant when having CAS. The remaining class (28%) employed only substance-use rather than sexual strategies. More MSM of color were in the substance-use class, and more young, non-Hispanic White men were in the lay class. The low utilization of sexual strategies by younger, non-Hispanic White men in the lay class is concerning as they are just as likely as older, non-Hispanic White men in the combined class to have CAS with multiple male partners. Interventionists should consider these differences when developing interventions tailored to methamphetamine-using MSM.