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1.
AIDS Behav ; 27(6): 1981-1988, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-36417093

RESUMEN

Our objective is to evaluate the effect of navigation on linkage to a PrEP provider among PrEP-eligible men who have sex with men (MSM) in THRIVE, a demonstration project in seven U.S. public health jurisdictions during 2015-2020. We describe PrEP linkage and navigation use among MSM in THRIVE. We performed multivariable probit regression modeling, controlling for demographic covariates, to estimate the association between navigation and linkage to a PrEP provider among MSM and to assess for disparities in linkage to PrEP among MSM who used navigation. Among 9538 PrEP-eligible MSM, 51.3% used navigation and 53.8% were linked to PrEP. From the three sites where navigation was optional and the main form of PrEP support, MSM who used navigation were 16.69 times (95% CI 13.07-21.32) more likely to link to PrEP compared with MSM who did not use navigation. Among 4895 MSM who used navigation from all seven sites, Black MSM were 21% less likely to link to PrEP compared with White MSM (aRR 0.79; 95% CI 0.74-0.83). Navigation is a promising strategy for improving uptake of PrEP among U.S. MSM, but disparities persist. Addressing the underlying causes of inequities will be important to end the HIV epidemic.


Asunto(s)
Infecciones por VIH , Profilaxis Pre-Exposición , Minorías Sexuales y de Género , Humanos , Masculino , Negro o Afroamericano , Infecciones por VIH/epidemiología , Infecciones por VIH/prevención & control , Homosexualidad Masculina , Blanco
2.
BMC Public Health ; 22(1): 966, 2022 05 13.
Artículo en Inglés | MEDLINE | ID: mdl-35562726

RESUMEN

BACKGROUND: In the appraisal of clinical interventions, complex evidence synthesis methods, such as network meta-analysis (NMA), are commonly used to investigate the effectiveness of multiple interventions in a single analysis. The results from a NMA can inform clinical guidelines directly or be used as inputs into a decision-analytic model assessing the cost-effectiveness of the interventions. However, there is hesitancy in using complex evidence synthesis methods when evaluating public health interventions. This is due to significant heterogeneity across studies investigating such interventions and concerns about their quality. Threshold analysis has been developed to help assess and quantify the robustness of recommendations made based on results obtained from NMAs to potential limitations of the data. Developed in the context of clinical guidelines, the method may prove useful also in the context of public health interventions. In this paper, we illustrate the use of the method in public health, investigating the effectiveness of interventions aiming to increase the uptake of accident prevention behaviours in homes with children aged 0-5. METHODS: Two published random effects NMAs were replicated and carried out to assess the effectiveness of several interventions for increasing the uptake of accident prevention behaviours, focusing on the safe storage of other household products and stair gates outcomes. Threshold analysis was then applied to the NMAs to assess the robustness of the intervention recommendations made based on the results from the NMAs. RESULTS: The results of the NMAs indicated that complex intervention, including Education, Free/low-cost equipment, Fitting equipment and Home safety inspection, was the most effective intervention at promoting accident prevention behaviours for both outcomes. However, the threshold analyses highlighted that the intervention recommendation was robust for the stair gate outcome, but not robust for the safe storage of other household items outcome. CONCLUSIONS: In our case study, threshold analysis allowed us to demonstrate that there was some discrepancy in the intervention recommendation for promoting accident prevention behaviours as the recommendation was robust for one outcome but not the other. Therefore, caution should be taken when considering such interventions in practice for the prevention of poisonings in homes with children aged 0-5. However, there can be some confidence in the use of this intervention in practice to promote the possession of stair gates to prevent falls in homes with children under 5. We have illustrated the potential benefit of threshold analysis in the context of public health and, therefore, encourage the use of the method in practice as a sensitivity analysis for NMA of public health interventions.


Asunto(s)
Prevención de Accidentes , Salud Pública , Prevención de Accidentes/métodos , Accidentes Domésticos/prevención & control , Niño , Análisis Costo-Beneficio , Humanos
3.
BMC Public Health ; 21(1): 278, 2021 02 03.
Artículo en Inglés | MEDLINE | ID: mdl-33535975

RESUMEN

BACKGROUND: The complexity of public health interventions create challenges in evaluating their effectiveness. There have been huge advancements in quantitative evidence synthesis methods development (including meta-analysis) for dealing with heterogeneity of intervention effects, inappropriate 'lumping' of interventions, adjusting for different populations and outcomes and the inclusion of various study types. Growing awareness of the importance of using all available evidence has led to the publication of guidance documents for implementing methods to improve decision making by answering policy relevant questions. METHODS: The first part of this paper reviews the methods used to synthesise quantitative effectiveness evidence in public health guidelines by the National Institute for Health and Care Excellence (NICE) that had been published or updated since the previous review in 2012 until the 19th August 2019.The second part of this paper provides an update of the statistical methods and explains how they address issues related to evaluating effectiveness evidence of public health interventions. RESULTS: The proportion of NICE public health guidelines that used a meta-analysis as part of the synthesis of effectiveness evidence has increased since the previous review in 2012 from 23% (9 out of 39) to 31% (14 out of 45). The proportion of NICE guidelines that synthesised the evidence using only a narrative review decreased from 74% (29 out of 39) to 60% (27 out of 45).An application in the prevention of accidents in children at home illustrated how the choice of synthesis methods can enable more informed decision making by defining and estimating the effectiveness of more distinct interventions, including combinations of intervention components, and identifying subgroups in which interventions are most effective. CONCLUSIONS: Despite methodology development and the publication of guidance documents to address issues in public health intervention evaluation since the original review, NICE public health guidelines are not making full use of meta-analysis and other tools that would provide decision makers with fuller information with which to develop policy. There is an evident need to facilitate the translation of the synthesis methods into a public health context and encourage the use of methods to improve decision making.


Asunto(s)
Salud Pública , Niño , Humanos
4.
Sex Transm Dis ; 47(5S Suppl 1): S48-S52, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32149962

RESUMEN

BACKGROUND: Access to human immnodeficiency virus (HIV) testing in New York City (NYC) has increased, but disparities in testing rates still exist among most communities impacted by HIV. HIV self-tests (HIVSTs) present an opportunity to address testing barriers, but HIV-affected communities experience difficulties accessing HIVSTs, including lack of awareness and cost. To support increased access to HIVSTs, the NYC Health Department launched a partnership with select organizations to pilot distribution of free HIVSTs in 2 phases among priority populations across NYC. METHODS: Organizations that were diverse in their missions, experiences, capacities and populations served were recruited through a formal application process. The program initially launched with 10 organization partners (phase 1); as the pilot continued, partners identified necessary revisions to the program and launched a second phase in year 2. Both phases included outreach to NYC priority populations, HIVST distribution/redemption, and a follow-up survey. RESULTS: From March 2017 to August 2019, organizations distributed 75 HIVSTs during phase 1 and 252 during phase 2. All intended priority populations were reached, notably, those who had never tested before: 35% in phase 1 and 12% in phase 2. Over half of the follow-up survey respondents reported testing sooner. Respondents reported liking the HIVST because it did not require a visit to a clinic (84%) and preferred an HIVST to testing in a clinic (92%). CONCLUSIONS: Through 2 phases of implementation, this innovative partnership was able to reach and offer HIVSTs to priority populations across NYC. This program supports the feasibility of distributing HIVSTs through close partnerships with diverse organizations.


Asunto(s)
Infecciones por VIH/diagnóstico , Tamizaje Masivo/métodos , Autocuidado/métodos , Autoevaluación , Adolescente , Adulto , Investigación Participativa Basada en la Comunidad , Femenino , Infecciones por VIH/epidemiología , Infecciones por VIH/prevención & control , Humanos , Masculino , Persona de Mediana Edad , Ciudad de Nueva York/epidemiología , Encuestas y Cuestionarios , Adulto Joven
5.
BMC Public Health ; 15: 705, 2016 08 03.
Artículo en Inglés | MEDLINE | ID: mdl-27488449

RESUMEN

BACKGROUND: Systematic reviews and a network meta-analysis show home safety education with or without the provision of safety equipment is effective in promoting poison prevention behaviours in households with children. This paper compares the cost-effectiveness of home safety interventions to promote poison prevention practices. METHODS: A probabilistic decision-analytic model simulates healthcare costs and benefits for a hypothetical cohort of under 5 year olds. The model compares the cost-effectiveness of home safety education, home safety inspections, provision of free or low cost safety equipment and fitting of equipment. Analyses are conducted from a UK National Health Service and Personal Social Services perspective and expressed in 2012 prices. RESULTS: Education without safety inspection, provision or fitting of equipment was the most cost-effective strategy for promoting safe storage of medicines with an incremental cost-effectiveness ratio of £2888 (95 % credible interval (CrI) £1990-£5774) per poison case avoided or £41,330 (95%CrI £20,007-£91,534) per QALY gained compared with usual care. Compared to usual care, home safety interventions were not cost-effective in promoting safe storage of other household products. CONCLUSION: Education offers better value for money than more intensive but expensive strategies for preventing medicinal poisonings, but is only likely to be cost-effective at £30,000 per QALY gained for families in disadvantaged areas and for those with more than one child. There was considerable uncertainty in cost-effectiveness estimates due to paucity of evidence on model parameters. Policy makers should consider both costs and effectiveness of competing interventions to ensure efficient use of resources.


Asunto(s)
Análisis Costo-Beneficio , Composición Familiar , Costos de la Atención en Salud , Intoxicación , Venenos , Equipos de Seguridad , Seguridad , Preescolar , Femenino , Educación en Salud/economía , Humanos , Lactante , Recién Nacido , Masculino , Modelos Teóricos , Equipos de Seguridad/economía , Años de Vida Ajustados por Calidad de Vida , Servicio Social , Factores Socioeconómicos , Reino Unido
6.
BMC Med Res Methodol ; 14: 92, 2014 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-25047164

RESUMEN

BACKGROUND: Network meta-analysis (NMA) enables simultaneous comparison of multiple treatments while preserving randomisation. When summarising evidence to inform an economic evaluation, it is important that the analysis accurately reflects the dependency structure within the data, as correlations between outcomes may have implication for estimating the net benefit associated with treatment. A multivariate NMA offers a framework for evaluating multiple treatments across multiple outcome measures while accounting for the correlation structure between outcomes. METHODS: The standard NMA model is extended to multiple outcome settings in two stages. In the first stage, information is borrowed across outcomes as well across studies through modelling the within-study and between-study correlation structure. In the second stage, we make use of the additional assumption that intervention effects are exchangeable between outcomes to predict effect estimates for all outcomes, including effect estimates on outcomes where evidence is either sparse or the treatment had not been considered by any one of the studies included in the analysis. We apply the methods to binary outcome data from a systematic review evaluating the effectiveness of nine home safety interventions on uptake of three poisoning prevention practices (safe storage of medicines, safe storage of other household products, and possession of poison centre control telephone number) in households with children. Analyses are conducted in WinBUGS using Markov Chain Monte Carlo (MCMC) simulations. RESULTS: Univariate and the first stage multivariate models produced broadly similar point estimates of intervention effects but the uncertainty around the multivariate estimates varied depending on the prior distribution specified for the between-study covariance structure. The second stage multivariate analyses produced more precise effect estimates while enabling intervention effects to be predicted for all outcomes, including intervention effects on outcomes not directly considered by the studies included in the analysis. CONCLUSIONS: Accounting for the dependency between outcomes in a multivariate meta-analysis may or may not improve the precision of effect estimates from a network meta-analysis compared to analysing each outcome separately.


Asunto(s)
Interpretación Estadística de Datos , Evaluación de Resultado en la Atención de Salud , Intoxicación/prevención & control , Simulación por Computador , Humanos , Cadenas de Markov , Modelos Estadísticos , Método de Montecarlo , Análisis Multivariante , Centros de Control de Intoxicaciones , Distribución Aleatoria
7.
Cochrane Database Syst Rev ; (9): CD005014, 2012 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-22972081

RESUMEN

BACKGROUND: In industrialised countries injuries (including burns, poisoning or drowning) are the leading cause of childhood death and steep social gradients exist in child injury mortality and morbidity. The majority of injuries in pre-school children occur at home but there is little meta-analytic evidence that child home safety interventions reduce injury rates or improve a range of safety practices, and little evidence on their effect by social group. OBJECTIVES: We evaluated the effectiveness of home safety education, with or without the provision of low cost, discounted or free equipment (hereafter referred to as home safety interventions), in reducing child injury rates or increasing home safety practices and whether the effect varied by social group. SEARCH METHODS: We searched the Cochrane Central Register of Controlled Trials (CENTRAL) (2009, Issue 2) in The Cochrane Library, MEDLINE (Ovid), EMBASE (Ovid), PsycINFO (Ovid), ISI Web of Science: Science Citation Index Expanded (SCI-EXPANDED), ISI Web of Science: Social Sciences Citation Index (SSCI), ISI Web of Science: Conference Proceedings Citation Index- Science (CPCI-S), CINAHL (EBSCO) and DARE (2009, Issue 2) in The Cochrane Library. We also searched websites and conference proceedings and searched the bibliographies of relevant studies and previously published reviews. We contacted authors of included studies as well as relevant organisations. The most recent search for trials was May 2009. SELECTION CRITERIA: Randomised controlled trials (RCTs), non-randomised controlled trials and controlled before and after (CBA) studies where home safety education with or without the provision of safety equipment was provided to those aged 19 years and under, and which reported injury, safety practices or possession of safety equipment. DATA COLLECTION AND ANALYSIS: Two authors independently assessed study quality and extracted data. We attempted to obtain individual participant level data (IPD) for all included studies and summary data and IPD were simultaneously combined in meta-regressions by social and demographic variables. Pooled incidence rate ratios (IRR) were calculated for injuries which occurred during the studies, and pooled odds ratios were calculated for the uptake of safety equipment or safety practices, with 95% confidence intervals. MAIN RESULTS: Ninety-eight studies, involving 2,605,044 people, are included in this review. Fifty-four studies involving 812,705 people were comparable enough to be included in at least one meta-analysis. Thirty-five (65%) studies were RCTs. Nineteen (35%) of the studies included in the meta-analysis provided IPD.There was a lack of evidence that home safety interventions reduced rates of thermal injuries or poisoning. There was some evidence that interventions may reduce injury rates after adjusting CBA studies for baseline injury rates (IRR 0.89, 95% CI 0.78 to 1.01). Greater reductions in injury rates were found for interventions delivered in the home (IRR 0.75, 95% CI 0.62 to 0.91), and for those interventions not providing safety equipment (IRR 0.78, 95% CI 0.66 to 0.92).Home safety interventions were effective in increasing the proportion of families with safe hot tap water temperatures (OR 1.41, 95% CI 1.07 to 1.86), functional smoke alarms (OR 1.81, 95% CI 1.30 to 2.52), a fire escape plan (OR 2.01, 95% CI 1.45 to 2.77), storing medicines (OR 1.53, 95% CI 1.27 to 1.84) and cleaning products (OR 1.55, 95% CI 1.22 to 1.96) out of reach, having syrup of ipecac (OR 3.34, 95% CI 1.50 to 7.44) or poison control centre numbers accessible (OR 3.30, 95% CI 1.70 to 6.39), having fitted stair gates (OR 1.61, 95% CI 1.19 to 2.17), and having socket covers on unused sockets (OR 2.69, 95% CI 1.46 to 4.96).Interventions providing free, low cost or discounted safety equipment appeared to be more effective in improving some safety practices than those interventions not doing so. There was no consistent evidence that interventions were less effective in families whose children were at greater risk of injury. AUTHORS' CONCLUSIONS: Home safety interventions most commonly provided as one-to-one, face-to-face education, especially with the provision of safety equipment, are effective in increasing a range of safety practices. There is some evidence that such interventions may reduce injury rates, particularly where interventions are provided at home. Conflicting findings regarding interventions providing safety equipment on safety practices and injury outcomes are likely to be explained by two large studies; one clinic-based study provided equipment but did not reduce injury rates and one school-based study did not provide equipment but did demonstrate a significant reduction in injury rates. There was no consistent evidence that home safety education, with or without the provision of safety equipment, was less effective in those participants at greater risk of injury. Further studies are still required to confirm these findings with respect to injury rates.


Asunto(s)
Accidentes Domésticos/prevención & control , Equipos de Seguridad , Seguridad , Prevención de Accidentes/instrumentación , Prevención de Accidentes/métodos , Accidentes por Caídas/prevención & control , Adolescente , Quemaduras/prevención & control , Quemaduras por Electricidad/prevención & control , Niño , Preescolar , Ahogamiento/prevención & control , Humanos , Lactante , Recién Nacido , Intoxicación/prevención & control , Ensayos Clínicos Controlados Aleatorios como Asunto
9.
PLoS One ; 10(3): e0121122, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25894385

RESUMEN

BACKGROUND: There is evidence from 2 previous meta-analyses that interventions to promote poison prevention behaviours are effective in increasing a range of poison prevention practices in households with children. The published meta-analyses compared any intervention against a "usual care or no intervention" which potentially limits the usefulness of the analysis to decision makers. We aim to use network meta-analysis to simultaneously evaluate the effectiveness of different interventions to increase prevalence of safe storage of i) Medicines only, ii) Other household products only, iii) Poisons (both medicines and non-medicines), iv) Poisonous plants; and v) Possession of poison control centre (PCC) telephone number in households with children. METHODS: Data on the effectiveness of poison prevention interventions was extracted from primary studies identified in 2 newly-undertaken systematic reviews. Effect estimates were pooled across studies using a random effects network meta-analysis model. RESULTS: 28 of the 47 primary studies identified were included in the analysis. Compared to usual care intervention, the intervention with education and low cost/free equipment elements was most effective in promoting safe storage of medicines (odds ratio 2.51, 95% credible interval 1.01 to 6.00) while interventions with education, low cost/free equipment, home safety inspection and fitting components were most effective in promoting safe storage of other household products (2.52, 1.12 to 7.13), safe storage of poisons (11.10, 1.60 to 141.50) and possession of PCC number (38.82, 2.19 to 687.10). No one intervention package was more effective than the others in promoting safe storage of poisonous plants. CONCLUSION: The most effective interventions varied by poison prevention practice, but education alone was not the most effective intervention for any poison prevention practice. Commissioners and providers of poison prevention interventions should tailor the interventions they commission or provide to the poison prevention practices they wish to promote. HIGHLIGHTS: Network meta-analysis is useful for comparing multiple injury-prevention interventions. More intensive poison prevention interventions were more effective than education alone. Education and low cost/free equipment was most effective in promoting safe storage of medicines. Education, low cost/free equipment, home safety inspection and fitting was most effective in promoting safe storage of household products and poisons. Education, low cost/free equipment and home inspection were most effective in promoting possession of a poison control centre number. None of the intervention packages was more effective than the others in promoting safe storage of poisonous plants.


Asunto(s)
Prevención de Accidentes/métodos , Accidentes Domésticos/prevención & control , Venenos , Prevención de Accidentes/economía , Niño , Almacenaje de Medicamentos , Productos Domésticos/envenenamiento , Humanos
10.
Acad Emerg Med ; 20(12): 1264-71, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24283791

RESUMEN

Delivery of acute care services at every level of the health system is essential to ensure appropriate evaluation and management of emergent illness and injury in low- and middle-income countries (LMICs). The health services breakout group at the 2013 Academic Emergency Medicine consensus conference developed recommendations for a research agenda along the following themes: infrastructure, implementation, and sustainable provision of acute care services. Based on these recommendations, a set of priorities was created to promote and guide future research on acute care services.


Asunto(s)
Atención a la Salud/organización & administración , Países en Desarrollo , Medicina de Emergencia , Investigación sobre Servicios de Salud , Investigación , Conferencias de Consenso como Asunto , Servicios de Salud , Humanos , Pobreza
11.
Evid Based Child Health ; 8(3): 761-939, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23877910

RESUMEN

BACKGROUND: In industrialised countries injuries (including burns, poisoning or drowning) are the leading cause of childhood death and steep social gradients exist in child injury mortality and morbidity. The majority of injuries in pre-school children occur at home but there is little meta-analytic evidence that child home safety interventions reduce injury rates or improve a range of safety practices, and little evidence on their effect by social group. OBJECTIVES: We evaluated the effectiveness of home safety education, with or without the provision of low cost, discounted or free equipment (hereafter referred to as home safety interventions), in reducing child injury rates or increasing home safety practices and whether the effect varied by social group. SEARCH METHODS: We searched the Cochrane Central Register of Controlled Trials (CENTRAL) (2009, Issue 2) in The Cochrane Library, MEDLINE (Ovid), EMBASE (Ovid), PsycINFO (Ovid), ISI Web of Science: Science Citation Index Expanded (SCI-EXPANDED), ISI Web of Science: Social Sciences Citation Index (SSCI), ISI Web of Science: Conference Proceedings Citation Index- Science (CPCI-S), CINAHL (EBSCO) and DARE (2009, Issue 2) in The Cochrane Library. We also searched websites and conference proceedings and searched the bibliographies of relevant studies and previously published reviews. We contacted authors of included studies as well as relevant organisations. The most recent search for trials was May 2009. SELECTION CRITERIA: Randomised controlled trials (RCTs), non-randomised controlled trials and controlled before and after (CBA) studies where home safety education with or without the provision of safety equipment was provided to those aged 19 years and under, and which reported injury, safety practices or possession of safety equipment. DATA COLLECTION AND ANALYSIS: Two authors independently assessed study quality and extracted data. We attempted to obtain individual participant level data (IPD) for all included studies and summary data and IPD were simultaneously combined in meta-regressions by social and demographic variables. Pooled incidence rate ratios (IRR) were calculated for injuries which occurred during the studies, and pooled odds ratios were calculated for the uptake of safety equipment or safety practices, with 95% confidence intervals. MAIN RESULTS: Ninety-eight studies, involving 2,605,044 people, are included in this review. Fifty-four studies involving 812,705 people were comparable enough to be included in at least one meta-analysis. Thirty-five (65%) studies were RCTs. Nineteen (35%) of the studies included in the meta-analysis provided IPD. There was a lack of evidence that home safety interventions reduced rates of thermal injuries or poisoning. There was some evidence that interventions may reduce injury rates after adjusting CBA studies for baseline injury rates (IRR 0.89, 95% CI 0.78 to 1.01). Greater reductions in injury rates were found for interventions delivered in the home (IRR 0.75, 95% CI 0.62 to 0.91), and for those interventions not providing safety equipment (IRR 0.78, 95% CI 0.66 to 0.92). Home safety interventions were effective in increasing the proportion of families with safe hot tap water temperatures (OR 1.41, 95% CI 1.07 to 1.86), functional smoke alarms (OR 1.81, 95% CI 1.30 to 2.52), a fire escape plan (OR 2.01, 95% CI 1.45 to 2.77), storing medicines (OR 1.53, 95% CI 1.27 to 1.84) and cleaning products (OR 1.55, 95% CI 1.22 to 1.96) out of reach, having syrup of ipecac (OR 3.34, 95% CI 1.50 to 7.44) or poison control centre numbers accessible (OR 3.30, 95% CI 1.70 to 6.39), having fitted stair gates (OR 1.61, 95% CI 1.19 to 2.17), and having socket covers on unused sockets (OR 2.69, 95% CI 1.46 to 4.96). Interventions providing free, low cost or discounted safety equipment appeared to be more effective in improving some safety practices than those interventions not doing so. There was no consistent evidence that interventions were less effective in families whose children were at greater risk of injury. AUTHORS' CONCLUSIONS: Home safety interventions most commonly provided as one-to-one, face-to-face education, especially with the provision of safety equipment, are effective in increasing a range of safety practices. There is some evidence that such interventions may reduce injury rates, particularly where interventions are provided at home. Conflicting findings regarding interventions providing safety equipment on safety practices and injury outcomes are likely to be explained by two large studies; one clinic-based study provided equipment but did not reduce injury rates and one school-based study did not provide equipment but did demonstrate a significant reduction in injury rates. There was no consistent evidence that home safety education, with or without the provision of safety equipment, was less effective in those participants at greater risk of injury. Further studies are still required to confirm these findings with respect to injury rates.


Asunto(s)
Prevención de Accidentes/métodos , Accidentes Domésticos/prevención & control , Medicina Basada en la Evidencia , Heridas y Lesiones/prevención & control , Prevención de Accidentes/instrumentación , Niño , Servicios de Salud del Niño/métodos , Educación en Salud/métodos , Humanos , Equipos de Seguridad/estadística & datos numéricos , Factores de Riesgo , Seguridad , Factores Socioeconómicos
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