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1.
Brain Inj ; 33(5): 574-583, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30669868

RESUMEN

TITLE: Care coordination experiences of people with traumatic brain injury and their family members 4-years after injury: A qualitative analysis. AIM: To explore experiences of care coordination in the first 4-years after severe traumatic brain injury (TBI). METHODS: A qualitative study nested within a population-based longitudinal cohort study. Eighteen semi-structured telephone interviews were conducted 48-months post-injury with six adults living with severe TBI and the family members of 12 other adults living with severe TBI. Participants were identified through purposive sampling from the Victorian State Trauma Registry. A thematic analysis was undertaken. RESULTS: No person with TBI or their family member reported a case manager or care coordinator were involved in assisting with all aspects of their care. Many people with severe TBI experienced ineffective care coordination resulting in difficulty accessing services, variable quality in the timing, efficiency and appropriateness of services, an absence of regular progress evaluations and collaboratively formulated long-term plans. Some family members attempted to fill gaps in care, often without success. In contrast, effective care coordination was reported by one family member who advocated for services, closely monitored their relative, and effectively facilitated communication between services providers. CONCLUSION: Given the high cost, complexity and long-term nature of TBI recovery, more effective care coordination is required to consistently meet the needs of people with severe TBI.


Asunto(s)
Lesiones Traumáticas del Encéfalo/terapia , Cuidadores , Grupo de Atención al Paciente/organización & administración , Apoyo Social , Adulto , Familia , Femenino , Alfabetización en Salud , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Investigación Cualitativa , Sistema de Registros , Adulto Joven
2.
BMC Health Serv Res ; 18(1): 163, 2018 03 07.
Artículo en Inglés | MEDLINE | ID: mdl-29514689

RESUMEN

BACKGROUND: Navigating complex health care systems during the multiple phases of recovery following major trauma entails many challenges for injured patients. Patients' experiences communicating with health professionals are of particular importance in this context. The aim of this study was to explore seriously injured patients' perceptions of communication with and information provided by health professionals in their first 3-years following injury. METHODS: A qualitative study designed was used, nested within a population-based longitudinal cohort study. Semi-structured telephone interviews were undertaken with 65 major trauma patients, aged 17 years and older at the time of injury, identified through purposive sampling from the Victorian State Trauma Registry. A detailed thematic analysis was undertaken using a framework approach. RESULTS: Many seriously injured patients faced barriers to communication with health professionals in the hospital, rehabilitation and in the community settings. Key themes related to limited contact with health professionals, insufficient information provision, and challenges with information coordination. Communication difficulties were particularly apparent when many health professionals were involved in patient care, or when patients transitioned from hospital to rehabilitation or to the community. Difficulties in patient-health professional engagement compromised communication and exchange of information particularly at transitions of care, e.g., discharge from hospital. Conversely, positive attributes displayed by health professionals such as active discussion, clear language, listening and an empathetic manner, all facilitated effective communication. Most patients preferred communication consistent with patient-centred approaches, and the use of multiple modes to communicate information. CONCLUSIONS: The communication and information needs of seriously injured patients were inconsistently met over the course of their recovery continuum. To assist patients along their recovery trajectories, patient-centred communication approaches and considerations for environmental and patients' health literacy are recommended. Additionally, assistance with information coordination and comprehensive multimodal information provision should be available for injured patients.


Asunto(s)
Comunicación , Evaluación de Necesidades , Relaciones Médico-Paciente , Heridas y Lesiones/rehabilitación , Adolescente , Adulto , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Investigación Cualitativa , Índices de Gravedad del Trauma , Adulto Joven
3.
BMC Public Health ; 17(1): 551, 2017 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-28592258

RESUMEN

BACKGROUND: Novice drivers are at relatively high risk of road traffic injury. There is good evidence that Graduated Driving Licensing (GDL) schemes reduce collisions rates, by reducing exposure to risk and by extending learning periods. Legislation for a proposed scheme in Northern Ireland was passed in 2016, providing an opportunity for future evaluation of the full public health impacts of a scheme in a European context within a natural experiment. This qualitative study was designed to inform the logic model for such an evaluation, and provide baseline qualitative data on the role of private cars in health and wellbeing. METHODS: Nine group interviews with young people aged 16-23 (N = 43) and two group interviews with parents of young people (N = 8) were conducted in a range of settings in Northern Ireland in 2015. Data were analysed using thematic content analysis. RESULTS: Informal car-pooling within and beyond households led to routine expectations of lift provision and uptake. Experiences of risky driving situations were widespread. In rural areas, extensive use of farm vehicles for transport needs meant many learner drivers had both early driving experience and expectations that legislation may have to be locally adapted to meet social needs. Cars were used as a site for socialising, as well as essential means of transport. Alternative modes (public transport, walking and cycling) were held in low esteem, even where available. Recall of other transport-related public health messages and parents' existing use of GDL-type restrictions suggested GDL schemes were acceptable in principle. There was growing awareness and use of in-car technologies (telematics) used by insurance companies to reward good driving. CONCLUSIONS: Key issues to consider in evaluating the broader public health impact of GDL will include: changes in injury rates for licensed car occupants and other populations and modes; changes in exposure to risk in the licensed and general population; and impact on transport exclusion. We suggest an important pathway will be change in social norms around offering and accepting lifts and to risk-taking. The growing adoption of in-car telematics will have implications for future GDL programmes and for evaluation.


Asunto(s)
Accidentes de Tránsito/prevención & control , Accidentes de Tránsito/estadística & datos numéricos , Conducción de Automóvil/legislación & jurisprudencia , Conducción de Automóvil/normas , Concesión de Licencias/legislación & jurisprudencia , Concesión de Licencias/normas , Adolescente , Adulto , Femenino , Humanos , Masculino , Irlanda del Norte , Salud Pública , Investigación Cualitativa , Asunción de Riesgos , Adulto Joven
4.
Inj Prev ; 21(5): 348-54, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25118259

RESUMEN

BACKGROUND: Traumatic injury is a leading contributor to the overall global burden of disease. However, there is a worldwide shortage of population data to inform understanding of non-fatal injury burden. An improved understanding of the pattern of recovery following trauma is needed to better estimate the burden of injury, guide provision of rehabilitation services and care to injured people, and inform guidelines for the monitoring and evaluation of disability outcomes. OBJECTIVE: To provide a comprehensive overview of patient outcomes and experiences in the first 5 years after serious injury. DESIGN: This is a population-based, nested prospective cohort study using quantitative data methods, supplemented by a qualitative study of a seriously injured participant sample. PARTICIPANTS: All 2547 paediatric and adult major trauma patients captured by the Victorian State Trauma Registry with a date of injury from 1 July 2011 to 30 June 2012 who survived to hospital discharge and did not opt-off from the registry. ANALYSIS: To analyse the quantitative data and identify factors that predict poor or good outcome, whether there is change over time, differences in rates of recovery and change between key participant subgroups, multilevel mixed effects regression models will be fitted. To analyse the qualitative data, thematic analysis will be used to identify important themes and the relationships between themes. CONTRIBUTION TO THE FIELD: The results of this project have the potential to inform clinical decisions and public health policy, which can reduce the burden of non-fatal injury and improve the lives of people living with the consequences of severe injury.


Asunto(s)
Personas con Discapacidad/rehabilitación , Heridas y Lesiones/rehabilitación , Adolescente , Adulto , Anciano , Niño , Personas con Discapacidad/psicología , Personas con Discapacidad/estadística & datos numéricos , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , Traumatismo Múltiple/rehabilitación , Alta del Paciente , Estudios Prospectivos , Investigación Cualitativa , Sistema de Registros , Índice de Severidad de la Enfermedad , Victoria/epidemiología , Heridas y Lesiones/epidemiología , Heridas y Lesiones/psicología
5.
Med J Aust ; 198(3): 149-52, 2013 Feb 18.
Artículo en Inglés | MEDLINE | ID: mdl-23418695

RESUMEN

OBJECTIVES: To explore injured patients' experiences of trauma care to identify areas for improvement in service delivery. DESIGN, SETTING AND PARTICIPANTS: Qualitative study using in-depth, semi-structured interviews, conducted from 1 April 2011 to 31 January 2012, with 120 trauma patients registered by the Victorian State Trauma Registry and the Victorian Orthopaedic Trauma Outcomes Registry and managed at the major adult trauma services (MTS) in Victoria. MAIN OUTCOME MEASURES: Emergent themes from patients' experiences of acute, rehabilitation and post-discharge care in the Victorian State Trauma System (VSTS). RESULTS: Patients perceived their acute hospital care as high quality, although 3s with communication and surgical management delays were common. Discharge from hospital was perceived as stressful, and many felt ill prepared for discharge. A consistent emerging theme was the sense of a lack of coordination of post-discharge care, and the absence of a consistent point of contact for ongoing management. Most patients' primary point of contact after discharge was outpatient clinics at the MTS, which were widely criticised because of substantial delays in receiving an appointment, prolonged waiting times, limited time with clinicians, lack of continuity of care and inability to see senior clinicians. CONCLUSIONS: This study highlights perceived 3s in the patient care pathway in the VSTS, especially those relating to communication, information provision and post-discharge care. Trauma patients perceived the need for a single point of contact for coordination of post-discharge care.


Asunto(s)
Servicios Médicos de Urgencia/normas , Satisfacción del Paciente , Adolescente , Adulto , Anciano , Comunicación , Servicios Médicos de Urgencia/organización & administración , Servicios Médicos de Urgencia/estadística & datos numéricos , Femenino , Humanos , Entrevistas como Asunto , Masculino , Persona de Mediana Edad , Alta del Paciente/normas , Calidad de la Atención de Salud/normas , Calidad de la Atención de Salud/estadística & datos numéricos , Victoria , Heridas y Lesiones/rehabilitación , Heridas y Lesiones/terapia , Adulto Joven
6.
Inj Prev ; 19(6): 370-81, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23599210

RESUMEN

OBJECTIVES: To estimate the likelihood of recovery at 1, 4 and 12 months post injury and investigate predictors of recovery in injured people attending an emergency department (ED) or admitted to hospital in the UK. METHODS: Participants completed questionnaires at recruitment and 1, 4 and 12 months post injury or until recovered. Data were collected on injury details, sociodemographic characteristics, general health prior to injury and recovery. We compared three age groups: 5-17, 18-64 and 65 years and above. Modified Poisson regression estimated the relative risk of recovery. Multivariable models were built using backward stepwise regression. Sensitivity analyses assessed the effect of missing data. RESULTS: We recruited 1517 participants, 55% (n=836) ED attenders and 44% (n=661) hospital admissions. By 1 month after injury, 28% (285/968) had fully recovered, 54% (440/820) at 4 months and 71% (523/738) at 12 months. Recovery was independently associated with gender, admission status, injury severity, body region injured and place of injury for 5-17 year olds and 18-64 year olds and with gender, admission status, injury severity and long-term illness for those aged 65+. Injury severity and hospital admission were associated with recovery across all age groups, but not at every time point in each age group. Other factors varied between age groups or time points. Results were generally robust to imputing missing data. CONCLUSIONS: A range of factors was found to predict recovery among injured people. These could be used to identify those at risk of delayed recovery and to inform the design of interventions to maximise recovery.


Asunto(s)
Costo de Enfermedad , Servicio de Urgencia en Hospital/estadística & datos numéricos , Recuperación de la Función , Heridas y Lesiones/epidemiología , Adolescente , Adulto , Factores de Edad , Anciano , Niño , Femenino , Hospitalización/estadística & datos numéricos , Humanos , Puntaje de Gravedad del Traumatismo , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Análisis de Regresión , Factores Sexuales , Encuestas y Cuestionarios , Reino Unido/epidemiología , Adulto Joven
7.
BMC Public Health ; 12: 584, 2012 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-22853715

RESUMEN

BACKGROUND: Injuries to working age adults are common and place a considerable burden on health services accounting for more than 10% of GP sick notes and 14% of those claiming benefits because they are unable to work in the UK. General practitioners (GPs) currently assess fitness to work and provide care and referral to other services to facilitate return to work (RTW). Recent UK recommendations suggest replacing GP sickness certification with independent assessments of fitness to work after four weeks sick leave. The impact of a wide range of injuries on RTW and subsequent need for independent fitness to work assessments has not been well studied in the UK. The aim of this study was to quantify RTW and factors predicting RTW following a wide range of injuries. METHODS: We used a multicentre longitudinal study, set in four acute NHS Trusts in the UK which recruited emergency department (ED) attenders and hospital admissions for injury and included those aged 16-65years that were employed or self-employed before the injury. Participants were followed up by postal questionnaire at 1, 4 and 12 months post injury to measure health status (EQ-5D), recovery, use of health and social services, time off work in the preceding month and work problems amongst those who had RTW. Multivariable Poisson regression with a robust variance estimator was used to estimate relative risks for factors associated with RTW. RESULTS: One month after injury 35% of ED attenders had fully RTW. The self employed were more likely (RR 1.70, 95% CI 1.17 to 2.47 compared with employed) and the moderate/severely injured less likely to RTW (RR 0.48, 95% CI 0.32 to 0.72 compared with minor injuries). At four months, 83% of ED attenders had RTW and self employment and injury severity remained significant predictors of RTW (self employment RR 1.15, 95% CI 1.03 to 1.30; moderate/severe injury RR 0.79, 95% CI 0.68 to 0.92). At four months 57% of hospital admissions had RTW. Men were more likely than women to RTW (RR 1.94, 95% CI 1.34 to 2.82), whilst those injured at work (RR 0.49, 95% CI 0.27 to 0.87 compared with at home) and those living in deprived areas (most deprived tertile RR 0.59, 95% CI 0.40 to 0.85 and middle tertile RR 0.61, 95% CI 0.40 to 0.93) were less likely to RTW. Health status was significantly poorer at one and four months after injury than before the injury and was significantly poorer amongst those that had not RTW compared to those that had. Problems with pain control, undertaking usual activities, mobility and anxiety and depression were common and persisted in a considerable proportion of participants up to four months post injury. CONCLUSIONS: Injuries have a large impact on time off work, including amongst those whose injuries did not warrant hospital admission. The majority of injured people would require an in-depth fitness for work assessment if recent UK recommendations are implemented. Many people will have on-going pain, mobility problems, anxiety and depression at the point of assessment and it is important that patients are encouraged to use primary care services to address these problems. A range of factors may be useful for identifying those at risk of a slower recovery and a delayed RTW so that appropriate interventions can be provided to this group.


Asunto(s)
Costo de Enfermedad , Reinserción al Trabajo , Heridas y Lesiones/rehabilitación , Adolescente , Adulto , Anciano , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Ausencia por Enfermedad/estadística & datos numéricos , Medicina Estatal/estadística & datos numéricos , Encuestas y Cuestionarios , Reino Unido , Adulto Joven
8.
J Community Health ; 37(4): 814-21, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22109387

RESUMEN

In the UK the most disadvantaged in society are more likely than those more affluent to be injured or killed in a road traffic collision and therefore it is a major cause of health inequality. There is a strong link between ethnicity, deprivation and injury. Whilst national road traffic injury data does not collect ethnic origin the London accident and analysis group does in terms of broad categories such as 'white', 'black' and 'Asian'. Analysis of this data revealed the over-representation of child pedestrian casualties from a 'black' ethnic origin. This information led road safety practitioners in one London borough to map child pedestrian casualties against census data which identified the Somali community as being particularly at risk of being involved in a road traffic collision. Working with the community they sought to discuss and address road safety issues and introduced practical evidence based approaches such as child pedestrian training. The process evaluation of the project used a qualitative approach and showed that engaging with community partners and working across organisational boundaries was a useful strategy to gain an understanding of the Somali community. A bottom approach provided the community with a sense of control and involvement which appears to add value in terms of reducing the sense of powerlessness that marginalised communities often feel. In terms of evaluation, small projects like these, lend themselves to a qualitative process evaluation though it has to be accepted that the strength of this evidence may be regarded as weak. Where possible routine injury data needs to take into account ethnicity which is a known risk factor for road casualty involvement which needs to be continually monitored.


Asunto(s)
Accidentes de Tránsito/prevención & control , Relaciones Comunidad-Institución , Seguridad , Mercadeo Social , Niño , Femenino , Grupos Focales , Humanos , Londres , Investigación Cualitativa , Somalia/etnología
9.
Artículo en Inglés | MEDLINE | ID: mdl-35564621

RESUMEN

Street-level built environment factors, for example, walking infrastructure, building density, availability of public transport, and proliferation of fast-food outlets can impact on health by influencing our ability to engage in healthy behaviour. Unhealthy environments are often clustered in deprived areas, thus interventions to improve the built environments may improve health and reduce inequalities. The aim of this review was to identify whether street-level built environment interventions can improve children's health in high income countries. A secondary aim was to describe key built environment elements targeted in interventions and research gaps. A systematic review of published literature was conducted by a multi-disciplinary team. Ten intervention papers were included. Physical activity or play was the only health outcome assessed. Most interventions described temporary changes including closure of streets to traffic (N = 6), which were mainly located in deprived neighbourhoods, or the addition of technology to 'gamify' active travel to school (N = 2). Two studies reported permanent changes to street design. There was limited evidence that closing streets to traffic was associated with increases in activity or play and inconclusive evidence with changes to street design and using technology to gamify active travel. Our ability to draw conclusions was hampered by inadequate study designs. Description of interventions was poor. Rigorous evaluation of built environment interventions remains challenging. We recommend a multi-disciplinary approach to evaluation, explicit reporting of built environment indicators targeted in interventions and offer solutions to others working in this area.


Asunto(s)
Salud Infantil , Planificación Ambiental , Entorno Construido , Niño , Ejercicio Físico , Humanos , Características de la Residencia , Caminata
10.
Artículo en Inglés | MEDLINE | ID: mdl-36231860

RESUMEN

Children's health can be affected by the interrelated characteristics of the physical and social environment where they live, including housing quality, neighbourhood characteristics and the local community. Following a systems-based approach, this exploratory project sought to understand how the needs and aspirations associated with the home environment can work in synergy with, or be exacerbated by, other aspects of the local area. The study recruited parents of children aged 2-12 years old from two local authorities in England with high levels of child poverty: Tower Hamlets in East London, and Bradford District in West Yorkshire. Thematic analysis of participant interviews highlighted ten themes and opportunities for improvements. The evidence presented in this research emphasises how environmental quality issues within and outside the home, compounded further by delays in repairs and reduction in service standards, as well as affordability issues, are likely to deeply affect the wellbeing of an entire generation of disadvantaged children whose parents can feel disempowered, neglected and often isolated when attempting to tackle various dimensions of inequalities. Interventions which can improve the quality of housing, and access to space and services, are urgently needed, including initiatives to support and empower families and local communities, especially those prioritising opportunities for action.


Asunto(s)
Salud Infantil , Vivienda , Niño , Pobreza Infantil , Preescolar , Inglaterra , Humanos , Características de la Residencia
11.
PLoS Med ; 8(12): e1001140, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22162954

RESUMEN

BACKGROUND: Current methods of measuring the population burden of injuries rely on many assumptions and limited data available to the global burden of diseases (GBD) studies. The aim of this study was to compare the population burden of injuries using different approaches from the UK Burden of Injury (UKBOI) and GBD studies. METHODS AND FINDINGS: The UKBOI was a prospective cohort of 1,517 injured individuals that collected patient-reported outcomes. Extrapolated outcome data were combined with multiple sources of morbidity and mortality data to derive population metrics of the burden of injury in the UK. Participants were injured patients recruited from hospitals in four UK cities and towns: Swansea, Nottingham, Bristol, and Guildford, between September 2005 and April 2007. Patient-reported changes in quality of life using the EQ-5D at baseline, 1, 4, and 12 months after injury provided disability weights used to calculate the years lived with disability (YLDs) component of disability adjusted life years (DALYs). DALYs were calculated for the UK and extrapolated to global estimates using both UKBOI and GBD disability weights. Estimated numbers (and rates per 100,000) for UK population extrapolations were 750,999 (1,240) for hospital admissions, 7,982,947 (13,339) for emergency department (ED) attendances, and 22,185 (36.8) for injury-related deaths in 2005. Nonadmitted ED-treated injuries accounted for 67% of YLDs. Estimates for UK DALYs amounted to 1,771,486 (82% due to YLDs), compared with 669,822 (52% due to YLDs) using the GBD approach. Extrapolating patient-derived disability weights to GBD estimates would increase injury-related DALYs 2.6-fold. CONCLUSIONS: The use of disability weights derived from patient experiences combined with additional morbidity data on ED-treated patients and inpatients suggests that the absolute burden of injury is higher than previously estimated. These findings have substantial implications for improving measurement of the national and global burden of injury.


Asunto(s)
Evaluación de la Discapacidad , Años de Vida Ajustados por Calidad de Vida , Heridas y Lesiones/clasificación , Heridas y Lesiones/epidemiología , Adolescente , Adulto , Anciano , Ciudades/epidemiología , Estudios de Cohortes , Servicios Médicos de Urgencia , Inglaterra/epidemiología , Femenino , Hospitalización/estadística & datos numéricos , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Calidad de Vida , Autoinforme , Heridas y Lesiones/mortalidad , Adulto Joven
12.
BMC Public Health ; 11: 963, 2011 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-22208707

RESUMEN

BACKGROUND: Large numbers of people are killed or severely injured following injuries each year and these injuries place a large burden on health care resources. The majority of the severely injured are not fully recovered 12-18 months later. Psychological disorders are common post injury and are associated with poorer functional and occupational outcomes. Much of this evidence comes from countries other than the UK, with differing health care and compensation systems. Early interventions can be effective in treating psychological morbidity, hence the scale and nature of the problem and its impact of functioning in the UK must be known before services can be designed to identify and manage psychological morbidity post injury. METHODS/DESIGN: A longitudinal multi-centre study of 680 injured patients admitted to hospital in four areas across the UK: Nottingham, Leicester/Loughborough, Bristol and Surrey. A stratified sample of injuries will ensure a range of common and less common injuries will be included. Participants will complete a baseline questionnaire about their injury and pre-injury quality of life, and follow-up questionnaires 1, 2, 4, and 12 months post injury. Measures will include health and social care utilisation, perceptions of recovery, physical, psychological, social and occupational functioning and health-related quality of life. A nested qualitative study will explore the experiences of a sample of participants, their carers and service providers to inform service design. DISCUSSION: This study will quantify physical, psychological, social and occupational functioning and health and social care utilisation following a range of different types of injury and will assess the impact of psychological disorders on function and health service use. The findings will be used to guide the development of interventions to maximise recovery post injury.


Asunto(s)
Estado de Salud , Proyectos de Investigación , Heridas y Lesiones , Protocolos Clínicos , Empleo , Femenino , Estudios de Seguimiento , Humanos , Estudios Longitudinales , Masculino , Psicometría , Recuperación de la Función , Factores Socioeconómicos , Encuestas y Cuestionarios , Heridas y Lesiones/fisiopatología
13.
PLoS One ; 16(1): e0246120, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33507932

RESUMEN

Modelling the spread of coronavirus globally while learning trends at global and country levels remains crucial for tackling the pandemic. We introduce a novel variational-LSTM Autoencoder model to predict the spread of coronavirus for each country across the globe. This deep Spatio-temporal model does not only rely on historical data of the virus spread but also includes factors related to urban characteristics represented in locational and demographic data (such as population density, urban population, and fertility rate), an index that represents the governmental measures and response amid toward mitigating the outbreak (includes 13 measures such as: 1) school closing, 2) workplace closing, 3) cancelling public events, 4) close public transport, 5) public information campaigns, 6) restrictions on internal movements, 7) international travel controls, 8) fiscal measures, 9) monetary measures, 10) emergency investment in health care, 11) investment in vaccines, 12) virus testing framework, and 13) contact tracing). In addition, the introduced method learns to generate a graph to adjust the spatial dependences among different countries while forecasting the spread. We trained two models for short and long-term forecasts. The first one is trained to output one step in future with three previous timestamps of all features across the globe, whereas the second model is trained to output 10 steps in future. Overall, the trained models show high validation for forecasting the spread for each country for short and long-term forecasts, which makes the introduce method a useful tool to assist decision and policymaking for the different corners of the globe.


Asunto(s)
Infecciones por Coronavirus/epidemiología , COVID-19/epidemiología , Coronavirus/aislamiento & purificación , Brotes de Enfermedades , Métodos Epidemiológicos , Monitoreo Epidemiológico , Predicción , Salud Global , Modelos Estadísticos , Pandemias , SARS-CoV-2/aislamiento & purificación
14.
Artículo en Inglés | MEDLINE | ID: mdl-34682484

RESUMEN

Although the built environment (BE) is important for children's health, there is little consensus about which features are most important due to differences in measurement and outcomes across disciplines. This meta-narrative review was undertaken by a multi-disciplinary team of researchers to summarise ways in which the BE is measured, and how this links to children's health. A structured search of four databases across the relevant disciplines retrieved 108 relevant references. The most commonly addressed health-related outcomes were active travel, physical activity and play, and obesity. Many studies used objective (GIS and street audits) or standardised subjective (perceived) measurements of the BE. However, there was a wide variety, and sometimes inconsistency, in their definition and use. There were clear associations between the BE and children's health. Objective physical activity and self-reported active travel, or obesity, were positively associated with higher street connectivity or walkability measures, while self-reported physical activity and play had the strongest association with reduced street connectivity, indicated by quieter, one-way streets. Despite the high heterogeneity found in BE measures and health outcomes, the meta-narrative approach enabled us to identify ten BE categories that are likely to support children's health and be protective against some non-communicable disease risk factors. Future research should implement consistent BE measures to ensure key features are explored. A systems approach will be particularly relevant for addressing place-based health inequalities, given potential unintended health consequences of making changes to the BE.


Asunto(s)
Entorno Construido , Salud Infantil , Niño , Planificación Ambiental , Ejercicio Físico , Humanos , Obesidad , Características de la Residencia
16.
Disabil Rehabil ; 42(19): 2707-2717, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-30739506

RESUMEN

Aim: Persistent disability following traumatic injuries can disrupt future plans and create uncertainty about how to mitigate future impacts. It is unknown how or whether perceptions of the future change in the years after injury. Therefore, the aim of this study was to explore trauma survivors' perceptions of their future over time.Methods: A longitudinal qualitative study, nested within a population-based longitudinal cohort study, was undertaken in Victoria, Australia with survivors of serious injury. Sixty-six seriously injured adults (≥16 years) without severe neurotrauma were interviewed at 3 years post-injury (n = 66), and re-interviewed at 4 (n = 63) and 5 years (n = 57) post-injury. A longitudinal thematic analysis was performed.Results: Many traumatically injured people had persistent physical and mental impacts. Participants reported being anxious about pain, mobility, work, housing and accommodation, social activities, and finances in their future. Others were hopeful and optimistic regarding their future and developed coping strategies and adopted new viewpoints.Conclusion: Over time, most seriously injured people's perceptions of the future remained consistent. Some had enduring anxiety and others sustained hopeful approaches. Personalised and targeted interventions that address specific concerns could reduce anxiety and support positive adjustment following traumatic injury.Implications for rehabilitationMany seriously injured people, particularly people who sustained orthopaedic injuries, held concerns about experiencing persistent pain, physical impairment, and reduced mobility in the future.Personalised and targeted interventions that address specific concerns about future financial, social, housing and employment issues could reduce anxiety and support coping and adjustment strategies.In addition to their direct impacts on post-injury recovery, health, rehabilitation, occupational, social, and insurance systems all have a role in facilitating positive responses of injury survivors that draw on their strengths and sources of resilience.


Asunto(s)
Percepción , Sobrevivientes , Adulto , Humanos , Estudios Longitudinales , Investigación Cualitativa , Victoria
17.
J Occup Environ Med ; 61(12): e461-e467, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31609779

RESUMEN

OBJECTIVE: To explore how people with serious injuries returned to paid employment in the first 3-years after injury. METHODS: Fifty-four adult survivors of serious injuries were interviewed at 3-years post-injury, all of whom had returned to work and were currently employed. A framework analysis approach was undertaken. RESULTS: Participant decisions and actions taken to return to work (RTW) were influenced by their resilience, approach to adjusting goals, priorities and plans, and how social connections and relationships were used and maintained. The environment in which these decisions and actions were taken shaped opportunities for work in meaningful, appropriate, and sustained employment. CONCLUSIONS: Our study of 54 people who RTW indicated the importance of personal adjustments and resources, positive social relations, and advanced planning aligning with responsive employers, insurers and health professionals for successful RTW.


Asunto(s)
Empleo , Reinserción al Trabajo , Heridas y Lesiones/fisiopatología , Adolescente , Adulto , Femenino , Humanos , Entrevistas como Asunto , Masculino , Persona de Mediana Edad , Investigación Cualitativa , Reinserción al Trabajo/estadística & datos numéricos , Índices de Gravedad del Trauma , Adulto Joven
18.
Wellcome Open Res ; 4: 156, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31840089

RESUMEN

Economic, physical, built, cultural, learning, social and service environments have a profound effect on lifelong health. However, policy thinking about health research is dominated by the 'biomedical model' which promotes medicalisation and an emphasis on diagnosis and treatment at the expense of prevention. Prevention research has tended to focus on 'downstream' interventions that rely on individual behaviour change, frequently increasing inequalities. Preventive strategies often focus on isolated leverage points and are scattered across different settings. This paper describes a major new prevention research programme that aims to create City Collaboratory testbeds to support the identification, implementation and evaluation of upstream interventions within a whole system city setting. Prevention of physical and mental ill-health will come from the cumulative effect of multiple system-wide interventions. Rather than scatter these interventions across many settings and evaluate single outcomes, we will test their collective impact across multiple outcomes with the goal of achieving a tipping point for better health. Our focus is on early life (ActEarly) in recognition of childhood and adolescence being such critical periods for influencing lifelong health and wellbeing.

19.
BMC Public Health ; 7: 317, 2007 Nov 08.
Artículo en Inglés | MEDLINE | ID: mdl-17996057

RESUMEN

BACKGROUND: Globally and nationally large numbers of people are injured each year, yet there is little information on the impact of these injuries on people's lives, on society and on health and social care services. Measurement of the burden of injuries is needed at a global, national and regional level to be able to inform injured people of the likely duration of impairment; to guide policy makers in investing in preventative measures; to facilitate the evaluation and cost effectiveness of interventions and to contribute to international efforts to more accurately assess the global burden of injuries. METHODS/DESIGN: A prospective, longitudinal multi-centre study of 1333 injured individuals, atttending Emergency Departments or admitted to hospital in four UK areas: Swansea, Surrey, Bristol and Nottingham. Specified quotas of patients with defined injuries covering the whole spectrum will be recruited. Participants (or a proxy) will complete a baseline questionnaire regarding their injury and pre-injury quality of life. Follow up occurs at 1, 4, and 12 months post injury or until return to normal function within 12 months, with measures of health service utilisation, impairment, disability, and health related quality of life. National estimates of the burden of injuries will be calculated by extrapolation from the sample population to national and regional computerised hospital in-patient, emergency department and mortality data. DISCUSSION: This study will provide more detailed data on the national burden of injuries than has previously been available in any country and will contribute to international collaborative efforts to more accurately assess the global burden of injuries. The results will be used to advise policy makers on prioritisation of preventive measures, support the evaluation of interventions, and provide guidance on the likely impact and degree of impairment and disability following specific injuries.


Asunto(s)
Costo de Enfermedad , Calidad de Vida , Perfil de Impacto de Enfermedad , Heridas y Lesiones/epidemiología , Heridas y Lesiones/psicología , Análisis Costo-Beneficio , Evaluación de la Discapacidad , Servicio de Urgencia en Hospital/estadística & datos numéricos , Encuestas Epidemiológicas , Humanos , Admisión del Paciente/estadística & datos numéricos , Estudios Prospectivos , Psicometría , Índice de Severidad de la Enfermedad , Encuestas y Cuestionarios , Reino Unido/epidemiología , Heridas y Lesiones/economía
20.
Artículo en Inglés | MEDLINE | ID: mdl-28157149

RESUMEN

Fires cause over 300,000 deaths annually worldwide and leave millions more with permanent injuries: some 95% of these deaths are in low- and middle-income countries. Burn injury risk is strongly associated with low-income and informal (or slum) settlements, which are growing rapidly in an urbanising world. Fire policy and mitigation strategies in poorer countries are constrained by inadequate data on incidence, impacts, and causes, which is mainly due to a lack of capacity and resources for data collection, analysis, and modelling. As a first step towards overcoming such challenges, this project reviewed the literature on the subject to assess the potential of a range of methods and tools for identifying, assessing, and addressing fire risk in low-income and informal settlements; the process was supported by an expert workshop at University College London in May 2016. We suggest that community-based risk and vulnerability assessment methods, which are widely used in disaster risk reduction, could be adapted to urban fire risk assessment, and could be enhanced by advances in crowdsourcing and citizen science for geospatial data creation and collection. To assist urban planners, emergency managers, and community organisations who are working in resource-constrained settings to identify and assess relevant fire risk factors, we also suggest an improved analytical framework based on the Haddon Matrix.


Asunto(s)
Incendios/prevención & control , Pobreza , Administración de la Seguridad/métodos , Humanos , Incidencia , Londres , Medición de Riesgo , Factores de Riesgo , Conducta de Reducción del Riesgo
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