RESUMEN
Secondary complications following traumatic spinal cord injury (tSCI) have a tremendous impact on quality of life and health care costs. Although some complications result from the injury itself, many originate from the care provided; complications arising early in the tSCI journey can predispose an individual to recurrence later. To measure the total impact of secondary complications on patient outcomes and health care costs, all the stages of care, from first response to life in the community, must be spanned. Interventions to ameliorate secondary complications need to consider the effects on the whole system and not just individual phases of care; however, such an approach is not common in the literature. To measure the impact of complications as well as the effect of proposed interventions, a partnership between clinical researchers and operations research professionals was formed to develop a discrete-event simulation model of the entire continuum of tSCI care. In this article, we focus on the part of the model concerning common secondary complications (eg, pressure ulcers, pneumonia). We first describe early results from the model, discuss how the effects from the complications impact care throughout the tSCI continuum, and review assumptions of the model. The article concludes with a discussion as to the possible uses of the model, their strengths/limitations, and future directions.
RESUMEN
Evidence-based planning of rehabilitation interventions is important to improving cost efficiency while maintaining patient and system outcomes. This article aims to explore the relationship between rehabilitation therapy, functional outcome, bed utilization, and care costs after traumatic spinal cord injury (tSCI). A retrospective review of 262 persons with tSCI admitted to an inpatient rehabilitation facility from 2005-2012 was conducted. Treatment variables and outcome measures included rehabilitation length of stay (LOS), days to rehabilitation (onset), hours and intensity of therapy, and Functional Independence Measure (FIM). Polynomial regression models and generalized additive models were applied to explore the relationship between therapy hours and motor FIM change. Simulation modeling was used to assess the impact of hypothetically increasing therapy intensity. Patients were grouped by injury as: C1-4 American Spinal Injury Association (ASIA) Impairment Scale (AIS) A,B,C; C5-8 AIS A,B,C; T1-S5 AIS A,B,C; and AIS D. The sample was 85% male, mean age 45.9, median LOS 102 days, and mean therapy intensity 5.7 h/week. Motor FIM change was positively associated with total hours of therapy (ß = 0.40, p < 0.0001) up to a certain time point, adjusted for age, gender, injury, complications, and rehabilitation onset. Hypothetically increasing therapy intensity by 50% and 100% resulted in average motor FIM efficiency gain ranging between 0.04-0.07 and 0.1-0.17, respectively, across injury groups. The hypothetical changes resulted in reductions in the average LOS and bed utilization rate, translating to cost savings of $20,000 and $50,000 (2011 CAD) for the +50% and +100% scenarios, respectively. The results highlight the importance of monitoring functional change throughout rehabilitation after tSCI and the need for customized therapeutic strategies.
Asunto(s)
Terapia por Ejercicio/economía , Terapia por Ejercicio/métodos , Recuperación de la Función , Traumatismos de la Médula Espinal/economía , Traumatismos de la Médula Espinal/rehabilitación , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Adulto JovenRESUMEN
Survivors of traumatic spinal cord injury (tSCI) have intense healthcare needs during acute and rehabilitation care and often through the rest of life. To prepare for a growing and aging population, simulation modeling was used to forecast the change in healthcare financial resources and long-term patient outcomes between 2012 and 2032. The model was developed with data from acute and rehabilitation care facilities across Canada participating in the Access to Care and Timing project. Future population and tSCI incidence for 2012 and 2032 were predicted with data from Statistics Canada and the Canadian Institute for Health Information. The projected tSCI incidence for 2012 was validated with actual data from the Rick Hansen SCI Registry of the participating facilities. Using a medium growth scenario, in 2032, the projected median age of persons with tSCI is 57 and persons 61 and older will account for 46% of injuries. Admissions to acute and rehabilitation facilities in 2032 were projected to increase by 31% and 25%, respectively. Because of the demographic shift to an older population, an increase in total population life expectancy with tSCI of 13% was observed despite a 22% increase in total life years lost to tSCI between 2012 and 2032. Care cost increased 54%, and rest of life cost increased 37% in 2032, translating to an additional CAD $16.4 million. With the demographics and management of tSCI changing with an aging population, accurate projections for the increased demand on resources will be critical for decision makers when planning the delivery of healthcare after tSCI.
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Hospitalización/tendencias , Modelos Económicos , Traumatismos de la Médula Espinal/economía , Traumatismos de la Médula Espinal/epidemiología , Canadá , Femenino , Humanos , Incidencia , Masculino , Sistema de RegistrosRESUMEN
Timely access and ongoing delivery of care and therapeutic interventions is needed to maximize recovery and function after traumatic spinal cord injury (tSCI). To ensure these decisions are evidence-based, access to consistent, reliable, and valid sources of clinical data is required. The Access to Care and Timing Model used data from the Rick Hansen SCI Registry (RHSCIR) to generate a simulation of healthcare delivery for persons after tSCI and to test scenarios aimed at improving outcomes and reducing the economic burden of SCI. Through model development, we identified knowledge gaps and challenges in the literature and current health outcomes data collection throughout the continuum of SCI care. The objectives of this article were to describe these gaps and to provide recommendations for bridging them. Accurate information on injury severity after tSCI was hindered by difficulties in conducting neurological assessments and classifications of SCI (e.g., timing), variations in reporting, and the lack of a validated SCI-specific measure of associated injuries. There was also limited availability of reliable data on patient factors such as multi-morbidity and patient-reported measures. Knowledge gaps related to structures (e.g., protocols) and processes (e.g., costs) at each phase of care have prevented comprehensive evaluation of system performance. Addressing these knowledge gaps will enhance comparative and cost-effectiveness evaluations to inform decision-making and standards of care. Recommendations to do so were: standardize data element collection and facilitate database linkages, validate and adopt more outcome measures for SCI, and increase opportunities for collaborations with stakeholders from diverse backgrounds.
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Neurología/normas , Sistema de Registros , Traumatismos de la Médula Espinal , Continuidad de la Atención al Paciente/normas , Humanos , Evaluación de Resultado en la Atención de Salud/normasRESUMEN
Costs associated with initial hospitalization following spinal cord injury (SCI) are substantial, and a major driver of costs is the length of stay (LOS); that is, the time that the injured individual remains hospitalized prior to community reintegration. Our aim was to study the factors and variables that contribute to LOS following traumatic SCI. Modeling (process mapping of the SCI healthcare delivery system in Canada and discrete event simulation) and regression analysis using a national registry of individuals with acute traumatic SCI in Canada, existing databases, and peer-reviewed literature were used to examine the driver of LOS following traumatic SCI. In different jurisdictions, there is considerable variation in the definitions and methods used to determine LOS following SCI. System LOS can be subdivided into subcomponents, and progression through these is not unidirectional. Modeling reveals that healthcare organization and processes are important contributors to differences in LOS independent of patient demographics and injury characteristics. Future research is required to identify and improve understanding of contributors to LOS following traumatic SCI. This will help enhance system performance. Work in this area will be facilitated by the adoption of common terminology and definitions, as well as by the use of simulations and modeling.
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Tiempo de Internación/estadística & datos numéricos , Traumatismos de la Médula Espinal , Canadá , Humanos , Tiempo de Internación/economía , Traumatismos de la Médula Espinal/economía , Traumatismos de la Médula Espinal/terapiaRESUMEN
Despite the relatively low incidence of traumatic spinal cord injury (tSCI), the management and care of persons with tSCI can be resource intensive and complex, spanning multiple phases of care and disciplines. Using a simulation model built with a system level view of the healthcare system allows for prediction of the impact of interventions on patient and system outcomes from injury through to community reintegration after tSCI. As has been previously described, the Access to Care and Timing (ACT) project developed a simulation model for tSCI care using techniques from operations research. The objective of this article is to briefly describe the methodology and the application of the ACT Model, as it was used in several of the articles in this focus issue. The approaches employed in this model provide a framework to look into the complexity of interactions both within and among the different SCI programs, sites, and phases of care.
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Specialized centers of care for persons sustaining a traumatic spinal cord injury (tSCI) have been established in many countries, but the ideal system of care has not been defined. The objective of this study was to describe care delivery, with a focus on structures and services, for persons with tSCI in Canada. A survey was sent to 26 facilities (12 acute, 11 rehabilitation, and three integrated) from eight provinces participating in the Access to Care and Timing project. The survey included questions about: 1) care provision; 2) structural attributes and; 3) service availability. Survey completion rate was 100%. Data sources used to complete the survey were the Rick Hansen Spinal Cord Injury Registry, other hospital databases, clinical protocols, and subject matter experts. Acute and rehabilitation care provided by integrated facilities were described separately, resulting in data from 15 acute and 14 rehabilitation facilities. The number of admissions for tSCI over a 12-month period between 2009-2011 ranged from 17 to 104 (median 39), and 11 to 96 (median 32), for acute and rehabilitation facilities, respectively. Grouping of patients was reported by 8/15 acute and 10/14 rehabilitation facilities. Criteria for admission to the inpatient rehabilitation facilities varied among facilities (25 different criteria reported). Results from the survey revealed similarities in the basic structure and the provision of general services, but also some differences in the degree of specialization of care for persons with tSCI. Continued work on the impact of specialized care for both the patient and healthcare system is needed.
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BACKGROUND: A patient's journey through the health care system is influenced by clinical and system processes across the continuum of care. METHODS: To inform optimized access to care and patient flow for individuals with traumatic spinal cord injury (tSCI), we developed a simulation model that can examine the full impact of therapeutic or systems interventions across the care continuum for patients with traumatic spinal cord injuries. The objective of this paper is to describe the detailed development of this simulation model for a major trauma and a rehabilitation centre in British Columbia (BC), Canada, as part of the Access to Care and Timing (ACT) project and is referred to as the BC ACT Model V1.0. FINDINGS: To demonstrate the utility of the simulation model in clinical and administrative decision-making we present three typical scenarios that illustrate how an investigator can track the indirect impact(s) of medical and administrative interventions, both upstream and downstream along the continuum of care. For example, the model was used to estimate the theoretical impact of a practice that reduced the incidence of pressure ulcers by 70%. This led to a decrease in acute and rehabilitation length of stay of 4 and 2 days, respectively and a decrease in bed utilization of 9% and 3% in acute and rehabilitation. CONCLUSION: The scenario analysis using the BC ACT Model V1.0 demonstrates the flexibility and value of the simulation model as a decision-making tool by providing estimates of the effects of different interventions and allowing them to be objectively compared. Future work will involve developing a generalizable national Canadian ACT Model to examine differences in care delivery and identify the ideal attributes of SCI care delivery.
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Características de la Residencia , Traumatismos de la Médula Espinal/rehabilitación , Enfermedad Aguda , Canadá , Simulación por Computador , Humanos , Modelos Logísticos , Evaluación de Resultado en la Atención de Salud , Factores de Tiempo , Resultado del TratamientoRESUMEN
The long-term impact of spinal cord injury (SCI) on the health care system imposes a need for greater efficiency in the use of resources and the management of care. The Access to Care and Timing (ACT) project was developed to model the health care delivery system in Canada for patients with traumatic SCI. Techniques from Operations Research, such as simulation modeling, were used to predict the impact of best practices and policy initiatives on outcomes related to both the system and patients. These methods have been used to solve similar problems in business and engineering and may offer a unique solution to the complexities encountered in SCI care delivery. Findings from various simulated scenarios, from the patients' point of injury to community re-integration, can be used to inform decisions on optimizing practice across the care continuum. This article describes specifically the methodology and implications of producing such simulations for the care of traumatic SCI in Canada. Future publications will report on specific practices pertaining to the access to specialized services and the timing of interventions evaluated using the ACT model. Results from this type of research will provide the evidence required to support clinical decision making, inform standards of care, and provide an opportunity to engage policymakers.
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Modelos Organizacionales , Programas Nacionales de Salud/organización & administración , Evaluación de Resultado en la Atención de Salud/métodos , Calidad de la Atención de Salud/organización & administración , Traumatismos de la Médula Espinal/mortalidad , Traumatismos de la Médula Espinal/rehabilitación , Canadá/epidemiología , Servicios Médicos de Urgencia/organización & administración , Servicios Médicos de Urgencia/tendencias , Accesibilidad a los Servicios de Salud/organización & administración , Accesibilidad a los Servicios de Salud/tendencias , Humanos , Programas Nacionales de Salud/tendencias , Evaluación de Resultado en la Atención de Salud/organización & administración , Calidad de la Atención de Salud/tendencias , Traumatismos de la Médula Espinal/economía , Centros Traumatológicos/organización & administración , Centros Traumatológicos/normas , Centros Traumatológicos/tendenciasRESUMEN
La osteoporosis es un problema de salud que afecta primordialmente a la mujer de 45 años, se divide en osteoporosis tipo I si afecta primordialmente hueso esponjoso y esteoporosis tipo II si afecta tanto hueso esponjoso como hueso cortical. La tipo I se relaciona fundamentalmente con la menopausia y la tipo II con el envejecimiento, y afecta ambos sexos. La osteoporosis produce su impacto en forma inicial en la calidad de vida y posteriormente en la independencia de las personas. Idealmente, las mujeres que entran en fase de climaterio, deberían recibir tratamiento hormonal substitutivo y complementos de calcio, si no existe una contraindicación, ya que esto evita el desrrollo de la osteoporosis tipo I. Por otra parte, aunque existen varios esquemas de tratamiento para las pacientes que tienen osteoporosis establecida, lo más que se logra es detener dicho proceso. En la actualidad es posible medir la densidad ósea con precisión, para lo cual existen una serie de equipo que permiten una medición precisa en los diferentes segmentos del cuerpo, por lo cual el médico tratante debe saber cuando emplearlos y qué decisiones debe tomar a partir de estos resultados. Se describen las indicaciones propuestas por la National Osteoporosis Foundation para estudiar la densidad ósea en pacientes, así como las variables que ocurren en las diferentes poblaciones y el concepto de normalidad de las mismas
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Densidad Ósea/fisiología , Menopausia/metabolismo , Osteoporosis/diagnósticoRESUMEN
Cuando la mujer atraviesa el climaterio se enfrenta a variados múltiples cambios tanto somáticos como anímico-afectivos que son el resultado de la deficiencia en la producción de estrógenos por el ovario. En la actualidad existe un consenso por el beneficio de la terapia hormonal de reemplazo, la cual debe ser individualizada y dinámica para así asegurar el alivio de los síntomas y la prevención de las complicaciones a largo plazo, en particular la enfermedad cardiovascular y la osteoporosis. En el presente trabajo se muestra la experiencia clínica con el uso de un nuevo esteroide sintético (Tibolona) en mujeres posmenopáusicas con el objetivo específico de conocer la efectividad en el alivio de síntomas sistémicos y locales, así como énfasis en las manifestaciones anímico-emocionales y sobre la actividad sexual. En 36 pacientes observadas por un período entre 6 y 12 meses se encontró una respuesta muy satisfactoria y la ocurrencia de mínimos efectos colaterales indeseables. La aceptación y satisfacción del tratamiento por parte de las pacientes fueron altas. Se considera que es importante ampliar el tiempo de observación para conocer mejor el efecto a largo plazo así como el nivel de continuidad del tratamiento