23 research outputs found

    A Multilevel Analysis of the Impact of Socio-Structural and Environmental Influences on Condom Use Among Female Sex Workers

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    This study uses multilevel analysis to examine individual, organizational and community levels of influence on condom use among female commercial sex workers (FSW) in the Philippines. A randomized controlled study involving 1,382 female commercial sex workers assigned to three intervention groups consisting of peer education, managerial training, combined peer and managerial intervention and a usual care control group was conducted. The results of the multilevel analysis show that FSWs who work in establishments with condom use rules tend to have a higher level of condom use (β = .70, P < 0.01). Among the different intervention groups, the combined peer and managerial intervention had the largest effect on condom use (β = 1.30, P < 0.01) compared with the usual care group. Using a three-level hierarchical model, we found that 62% of the variation lies within individuals, whereas 24% and 14% of the variation lies between establishments, and communities, respectively. Standard errors were underestimated when clustering of the FSWs in the different establishments and communities were not taken into consideration. The results demonstrate the importance of using multilevel analysis for community-based HIV/AIDS intervention programs to examine individual, establishment and community effects

    Age-Related Differences in Socio-demographic and Behavioral Determinants of HIV Testing and Counseling in HPTN 043/NIMH Project Accept

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    Youth represent a large proportion of new HIV infections worldwide, yet their utilization of HIV testing and counseling (HTC) remains low. Using the post-intervention, cross-sectional, population-based household survey done in 2011 as part of HPTN 043/NIMH Project Accept, a cluster-randomized trial of community mobilization and mobile HTC in South Africa (Soweto and KwaZulu Natal), Zimbabwe, Tanzania and Thailand, we evaluated age-related differences among socio-demographic and behavioral determinants of HTC in study participants by study arm, site, and gender. A multivariate logistic regression model was developed using complete individual data from 13,755 participants with recent HIV testing (prior 12 months) as the outcome. Youth (18–24 years) was not predictive of recent HTC, except for high-risk youth with multiple concurrent partners, who were less likely (aOR 0.75; 95% CI 0.61–0.92) to have recently been tested than youth reporting a single partner. Importantly, the intervention was successful in reaching men with site specific success ranging from aOR 1.27 (95% CI 1.05–1.53) in South Africa to aOR 2.30 in Thailand (95% CI 1.85–2.84). Finally, across a diverse range of settings, higher education (aOR 1.67; 95% CI 1.42, 1.96), higher socio-economic status (aOR 1.21; 95% CI 1.08–1.36), and marriage (aOR 1.55; 95% CI 1.37–1.75) were all predictive of recent HTC, which did not significantly vary across study arm, site, gender or age category (18–24 vs. 25–32 years)

    Clinical prediction rules for failed nonoperative reduction of intussusception

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    Jiraporn Khorana,1 Jayanton Patumanond,2 Nuthapong Ukarapol,3 Mongkol Laohapensang,4 Pannee Visrutaratna,5 Jesda Singhavejsakul1 1Department of Surgery, Division of Pediatric Surgery, Chiang Mai University Hospital, Chiang Mai, 2Center of Excellence in Applied Epidemiology, Thammasat University Hospital, Bangkok, 3Department of Pediatrics, Division of Gastroenterology, Chiang Mai University Hospital, Chiang Mai, 4Department of Surgery, Division of Pediatric Surgery, Siriraj Hospital, Mahidol University, Bangkok, 5Department of Radiology, Chiang Mai University Hospital, Chiang Mai, Thailand Purpose: The nonoperative reduction of intussusception in children can be performed safely if there are no contraindications. Many risk factors associated with failed reduction were defined. The aim of this study was to develop a scoring system for predicting the failure of nonoperative reduction using various determinants.Patients and methods: The data were collected from Chiang Mai University Hospital and Siriraj Hospital from January 2006 to December 2012. Inclusion criteria consisted of patients with intussusception aged 0&ndash;15&nbsp;years with no contraindications for nonoperative reduction. The clinical prediction rules were developed using significant risk factors from the multivariable analysis.Results: A total of 170 patients with intussusception were included in the study. In the final analysis model, 154 patients were used for identifying the significant risk factors of failure of reduction. Ten factors clustering by the age of 3&nbsp;years were identified and used for developing the clinical prediction rules, and the factors were as follows: body weight &lt;12&nbsp;kg (relative risk [RR] =1.48, P=0.004), duration of symptoms &gt;48&nbsp;hours (RR =1.26, P&lt;0.001), vomiting (RR =1.63, P&lt;0.001), rectal bleeding (RR =1.50, P&lt;0.001), abdominal distension (RR =1.60, P=0.003), temperature &gt;37.8&deg;C (RR =1.51, P&lt;0.001), palpable mass (RR =1.26, P&lt;0.001), location of mass (left over right side RR =1.48, P&lt;0.001), ultrasound showed poor prognostic signs (RR =1.35, P&lt;0.001), and the method of reduction (hydrostatic over pneumatic, RR =1.34, P=0.023). Prediction scores ranged from 0 to 16. A high-risk group (scores 12&ndash;16) predicted a greater chance of reduction failure (likelihood ratio of positive [LR+] =18.22, P&lt;0.001). A low-risk group (score 0&ndash;11) predicted a lower chance of reduction failure (LR+ =0.79, P&lt;0.001). The performance of the scoring model was 80.68% (area under the receiver operating characteristic curve).Conclusion: This scoring guideline was used to predict the results of nonoperative reduction and forecast the prognosis of the failed reduction. The usefulness of these prediction scores is for informing the parents before the reduction. This scoring system can be used as a guide to promote the possible referral of the cases to tertiary centers with facilities for nonoperative reduction if possible. Keywords: intussusception, nonoperative reduction, failure rate, clinical prediction rule

    Clinical prediction rules for failed nonoperative reduction of intussusception

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    Jiraporn Khorana,1 Jayanton Patumanond,2 Nuthapong Ukarapol,3 Mongkol Laohapensang,4 Pannee Visrutaratna,5 Jesda Singhavejsakul1 1Department of Surgery, Division of Pediatric Surgery, Chiang Mai University Hospital, Chiang Mai, 2Center of Excellence in Applied Epidemiology, Thammasat University Hospital, Bangkok, 3Department of Pediatrics, Division of Gastroenterology, Chiang Mai University Hospital, Chiang Mai, 4Department of Surgery, Division of Pediatric Surgery, Siriraj Hospital, Mahidol University, Bangkok, 5Department of Radiology, Chiang Mai University Hospital, Chiang Mai, Thailand Purpose: The nonoperative reduction of intussusception in children can be performed safely if there are no contraindications. Many risk factors associated with failed reduction were defined. The aim of this study was to develop a scoring system for predicting the failure of nonoperative reduction using various determinants.Patients and methods: The data were collected from Chiang Mai University Hospital and Siriraj Hospital from January 2006 to December 2012. Inclusion criteria consisted of patients with intussusception aged 0&ndash;15&nbsp;years with no contraindications for nonoperative reduction. The clinical prediction rules were developed using significant risk factors from the multivariable analysis.Results: A total of 170 patients with intussusception were included in the study. In the final analysis model, 154 patients were used for identifying the significant risk factors of failure of reduction. Ten factors clustering by the age of 3&nbsp;years were identified and used for developing the clinical prediction rules, and the factors were as follows: body weight &lt;12&nbsp;kg (relative risk [RR] =1.48, P=0.004), duration of symptoms &gt;48&nbsp;hours (RR =1.26, P&lt;0.001), vomiting (RR =1.63, P&lt;0.001), rectal bleeding (RR =1.50, P&lt;0.001), abdominal distension (RR =1.60, P=0.003), temperature &gt;37.8&deg;C (RR =1.51, P&lt;0.001), palpable mass (RR =1.26, P&lt;0.001), location of mass (left over right side RR =1.48, P&lt;0.001), ultrasound showed poor prognostic signs (RR =1.35, P&lt;0.001), and the method of reduction (hydrostatic over pneumatic, RR =1.34, P=0.023). Prediction scores ranged from 0 to 16. A high-risk group (scores 12&ndash;16) predicted a greater chance of reduction failure (likelihood ratio of positive [LR+] =18.22, P&lt;0.001). A low-risk group (score 0&ndash;11) predicted a lower chance of reduction failure (LR+ =0.79, P&lt;0.001). The performance of the scoring model was 80.68% (area under the receiver operating characteristic curve).Conclusion: This scoring guideline was used to predict the results of nonoperative reduction and forecast the prognosis of the failed reduction. The usefulness of these prediction scores is for informing the parents before the reduction. This scoring system can be used as a guide to promote the possible referral of the cases to tertiary centers with facilities for nonoperative reduction if possible. Keywords: intussusception, nonoperative reduction, failure rate, clinical prediction rule

    Evaluating HIV/STD interventions in developing countries: do current indicators do justice to advances in intervention approaches?

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    HIV continues to spread unabated in many developing countries. Here we consider the interventions that are currently in place and critically discuss the methods that are being used to evaluate them as reported in the published literature. In recent years there has been a move away from highly individual-oriented interventions towards more participatory approaches that emphasise techniques such as community-led peer education and group discussions. However, this move towards more community orientated intervention techniques has not been matched by the development of evaluation methods with which to capture and explain the community and social changes which are often necessary preconditions for health-enhancing behaviour change. Evaluation research continues to rely on quantitative methodologies that fail to elucidate the complex changes that the newer interventions seek to promote within target communities. In addition, these methods of evaluation tend to rely on the use of highly individualistic and quantitative biomedical indicators such as HIV/STD rates, or knowledge, attitude, perception and behaviour (KAPB) survey questionnaires. We argue that such approaches are inadequate for the task of tracking and measuring important determinants of programme success such as psycho-social changes, features of the community-intervention interface and the degree of trust and identification with which members of target communities regard particular interventions. Rigorously conducted qualitative process evaluations taking account of the above factors could make a key contribution to the development of more successful HIV-prevention interventions
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