RESUMO
â¢We relate 68 factors to population health observed in 61 countries over 30 years.â¢Using random forests, multiple imputation and generalized estimating equations.â¢GDP per capita and demographics are key; income inequality is not.â¢Health and social expenditure are more influential than freedom and corruption.â¢On the macro-level, life-style effects appear to be mediated by cultural context.
RESUMO
Vaccination coverage varies between countries and over time. Using official databases, we extracted data on 50 national-level immunization, socio-economic, demographic, healthcare, and cultural factors, and the uptake of the third dose of diphtheria toxoid, tetanus toxoid, and pertussis vaccines (DTP3) and the first dose of measles-containing vaccines (MCV1) for 61 countries between 1990 and 2019. The main branch of the analysis included all covariates, while a secondary branch excluded life-expectancy and child mortality. The statistical analysis was completed in three stages: a variable-selection stage via random forests; multilevel multiple imputation for missing data in the reduced dataset; and generalized estimating equations (GEE) over all imputed datasets with pooled results. Less than 20 covariates were retained after variable-selection. Among a relatively small number of statistically significant (p-value <.05) effects in the pooled GEE results of our main branch, under-5 mortality and long-term orientation culture showed negative associations with both uptake outcomes and GDP per capita a positive association. For MCV1, whether a second dose was integrated into routine immunization appeared as the overall strongest negative correlate. In the secondary analytical branch, results were largely consistent, with a few additional statistically significant effects emerging, mainly related to immunization and healthcare system characteristics. These insights improve our understanding of the main factors influencing vaccine uptake, some of which are broadly contextual (e.g., GDP, socio-cultural factors), requiring bespoke vaccine program approaches, in order to maximize childhood vaccine uptake over time.
Assuntos
Vacina contra Difteria, Tétano e Coqueluche , Cobertura Vacinal , Criança , Humanos , Lactente , Vacina contra Sarampo , Programas de Imunização , VacinaçãoRESUMO
BACKGROUND: Identifying determinants of health and understanding their role in health production constitutes an important research theme. We aimed to document the state of recent multi-country research on this theme in the literature. METHODS: We followed the PRISMA-ScR guidelines to systematically identify, triage and review literature (January 2013-July 2019). We searched for studies that performed cross-national statistical analyses aiming to evaluate the impact of one or more aggregate level determinants on one or more general population health outcomes in high-income countries. To assess in which combinations and to what extent individual (or thematically linked) determinants had been studied together, we performed multidimensional scaling and cluster analysis. RESULTS: Sixty studies were selected, out of an original yield of 3686. Life-expectancy and overall mortality were the most widely used population health indicators, while determinants came from the areas of healthcare, culture, politics, socio-economics, environment, labor, fertility, demographics, life-style, and psychology. The family of regression models was the predominant statistical approach. Results from our multidimensional scaling showed that a relatively tight core of determinants have received much attention, as main covariates of interest or controls, whereas the majority of other determinants were studied in very limited contexts. We consider findings from these studies regarding the importance of any given health determinant inconclusive at present. Across a multitude of model specifications, different country samples, and varying time periods, effects fluctuated between statistically significant and not significant, and between beneficial and detrimental to health. CONCLUSIONS: We conclude that efforts to understand the underlying mechanisms of population health are far from settled, and the present state of research on the topic leaves much to be desired. It is essential that future research considers multiple factors simultaneously and takes advantage of more sophisticated methodology with regards to quantifying health as well as analyzing determinants' influence.
Assuntos
Indicadores Básicos de Saúde , Saúde/estatística & dados numéricos , Saúde/tendências , Coeficiente de Natalidade , Demografia , Países Desenvolvidos , Países em Desenvolvimento , Economia , Emprego , Humanos , Renda , Expectativa de Vida , Política , Dinâmica Populacional , Classe Social , Fatores SocioeconômicosRESUMO
The objective was to assess the feasibility of delivering a group treatment to improve emotional regulation via videoconferencing to individuals with traumatic brain injury (TBI). A pre-post feasibility study was undertaken. Seven individuals with TBI were recruited at a brain injury research centre in an urban medical centre. The main measures were therapist assessment of session-by-session progress and feasibility, Difficulties in Emotion Regulation Scale (DERS), Brain Injury Rehabilitation Trust Regulation of Emotions Questionnaire (BREQ), Satisfaction with Therapy and Therapist Scale (STTS), and exit interview. Attendance across sessions and participants was over 90%. Adequate skill acquisition and ease of use of the technology were demonstrated. Self-reported satisfaction with treatment was high. Participants noted several benefits in terms of the treatment delivery modality. There was no change is self-reported emotional dysregulation. This is the first study to report the use of videoconferencing for the delivery of group treatment to individuals with TBI. The exceptional compliance and self-reported satisfaction suggest that this treatment delivery option could be a viable alternative for increasing access to healthcare in this population. The findings of the study supported the development of a large clinical trial to assess treatment effectiveness.