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1.
Health Expect ; 27(2): e13996, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38491738

RESUMEN

INTRODUCTION: The transition from hospital to home is often suboptimal, resulting in patients not receiving the necessary allied healthcare after discharge. This may, in turn, lead to delayed recovery, a higher number of readmissions, more emergency department visits and an increase in mortality and healthcare costs. This study aimed to gain insight into patients' experiences, perceptions, and needs regarding hospital-to-home transition, focusing on allied healthcare as a first step towards the development of a transitional integrated allied healthcare pathway for patients with complex care needs after hospital discharge. METHODS: We conducted semistructured interviews with patients. Participants were recruited from universities and general hospitals in the Amsterdam region between May and July 2023. They were eligible if they (1) were discharged from the hospital minimally 3 and maximally 12 months after admission to an oncologic surgery department, internal medicine department, intensive care unit, or trauma centre, (2) received hospital-based care from at least one allied healthcare provider, who visited the patient at least twice during hospital admission, (3) spoke Dutch or English and (4) were 18 years or older. Interviews were audio-recorded and transcribed verbatim. We performed a thematic analysis of the interview data. RESULTS: Nineteen patients were interviewed. Three themes emerged from the analysis. 'Allied healthcare support during transition' depicts patients' positive experiences when they felt supported by allied health professionals during the hospital-to-home transition. 'Patient and family involvement' illustrates how much patients value the involvement of their family members during discharge planning. 'Information recall and processing' portrays the challenges of understanding and remembering overwhelming amounts of information, sometimes unclear and provided at the wrong moment. Overall, patients' experiences of transitional care were positive when they were involved in the discharge process. Negative experiences occurred when their preferences for postdischarge communication were ignored. CONCLUSIONS: This study suggests that allied health professionals need to continuously collaborate and communicate with each other to provide patients and their families with the personalized support they need. To provide high-quality and person-centred care, it is essential to consider how, when, and what information to provide to patients and their families to allow them to contribute to their recovery actively. PATIENT OR PUBLIC CONTRIBUTION: The interview guide for this manuscript was developed with the assistance of patients, who reviewed it and provided us with feedback. Furthermore, patients provided us with their valuable lived experiences by participating in the interviews conducted for this study.


Asunto(s)
Alta del Paciente , Cuidado de Transición , Humanos , Transición del Hospital al Hogar , Cuidados Posteriores , Hospitales , Investigación Cualitativa
2.
BMC Health Serv Res ; 24(1): 195, 2024 Feb 13.
Artículo en Inglés | MEDLINE | ID: mdl-38350997

RESUMEN

BACKGROUND: To assess the barriers and facilitators associated with upscaling the Transmural Trauma Care Model (TTCM), a multidisciplinary and patient-centred transmural rehabilitation care model. METHODS: Semi-structured interviews were conducted with eight trauma surgeons, eight hospital-based physiotherapists, eight trauma patients, and eight primary care physiotherapists who were part of a trauma rehabilitation network. Audio recordings of the interviews were made and transcribed verbatim. Data were analysed using a framework method based on the "constellation approach". Identified barriers and facilitators were grouped into categories related to structure, culture, and practice. RESULTS: Various barriers and facilitators to upscaling were identified. Under structure, barriers and facilitators belonged to one of five themes: "financial structure", "communication structure", "physical structures and resources", "rules and regulations", and "organisation of the network". Under culture, the five themes were "commitment", "job satisfaction", "acting as a team", "quality and efficiency of care", and "patients' experience". Under practice, the two themes were "practical issues at the outpatient clinic" and "knowledge gained". CONCLUSION: The success of upscaling the TTCM differed across hospitals and settings. The most important prerequisites for successfully upscaling the TTCM were adequate financial support and presence of "key actors" within an organisation who felt a sense of urgency for change and/or expected the intervention to increase their job satisfaction. TRIAL REGISTRATION: NL8163 The Netherlands National Trial Register, date of registration 16-11-2019.


Asunto(s)
Comunicación , Servicios Médicos de Urgencia , Humanos , Investigación Cualitativa , Hospitales , Países Bajos
3.
Int J Behav Nutr Phys Act ; 20(1): 75, 2023 06 21.
Artículo en Inglés | MEDLINE | ID: mdl-37344902

RESUMEN

BACKGROUND: Prehabilitation offers patients the opportunity to actively participate in their perioperative care by preparing themselves for their upcoming surgery. Experiencing barriers may lead to non-participation, which can result in a reduced functional capacity, delayed post-operative recovery and higher healthcare costs. Insight in the barriers and facilitators to participation in prehabilitation can inform further development and implementation of prehabilitation. The aim of this review was to identify patient-experienced barriers and facilitators for participation in prehabilitation. METHODS: For this mixed methods systematic review, articles were searched in PubMed, EMBASE and CINAHL. Articles were eligible for inclusion if they contained data on patient-reported barriers and facilitators to participation in prehabilitation in adults undergoing major surgery. Following database search, and title and abstract screening, full text articles were screened for eligibility and quality was assessed using the Mixed Method Appraisal Tool. Relevant data from the included studies were extracted, coded and categorized into themes, using an inductive approach. Based on these themes, the Capability, Opportunity, Motivation, Behaviour (COM-B) model was chosen to classify the identified themes. RESULTS: Three quantitative, 14 qualitative and 6 mixed methods studies, published between 2007 and 2022, were included in this review. A multitude of factors were identified across the different COM-B components. Barriers included lack of knowledge of the benefits of prehabilitation and not prioritizing prehabilitation over other commitments (psychological capability), physical symptoms and comorbidities (physical capability), lack of time and limited financial capacity (physical opportunity), lack of social support (social opportunity), anxiety and stress (automatic motivation) and previous experiences and feeling too fit for prehabilitation (reflective motivation). Facilitators included knowledge of the benefits of prehabilitation (psychological capability), having access to resources (physical opportunity), social support and encouragement by a health care professional (social support), feeling a sense of control (automatic motivation) and beliefs in own abilities (reflective motivation). CONCLUSIONS: A large number of barriers and facilitators, influencing participation in prehabilitation, were found across all six COM-B components. To reach all patients and to tailor prehabilitation to the patient's needs and preferences, it is important to take into account patients' capability, opportunity and motivation. TRIAL REGISTRATION: Registered in PROSPERO (CRD42021250273) on May 18th, 2021.


Asunto(s)
Personal de Salud , Ejercicio Preoperatorio , Adulto , Humanos , Investigación Cualitativa , Apoyo Social
4.
Oncologist ; 24(6): e374-e383, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30425179

RESUMEN

BACKGROUND: Previous systematic reviews and meta-analyses demonstrated beneficial effects of exercise during or following cancer treatment on quality of life (QoL). Aiming to understand how exercise contributes to a patient's QoL, we examined patients' perspectives via a process called concept mapping. This unique method provides structure and objectivity to rich qualitative data. METHODS: Patients with cancer who were participating in an exercise program were invited to enroll. Eleven meetings with 3-10 patients were organized in which patients generated ideas in response to the question "How has participating in a supervised exercise program contributed positively to your QoL?" Next, patients individually clustered (based on similarity) and rated (based on importance) the ideas online. The online assessments were combined, and one concept map was created, visualizing clusters of ideas of how patients perceive that participating in a supervised exercise program improved their QoL. The research team labelled the clusters of ideas, and physiotherapists reflected on the clusters during semistructured interviews. RESULTS: Sixty patients attended the meetings; of these, one patient was not able to generate an idea in response to the statement. Forty-four patients completed the online clustering and rating of ideas. The resulting concept map yielded six clusters: personalized care, coaching by a physiotherapist, social environment, self-concept, coping, and physical fitness and health. Personalized care was rated as most important. Overall, physiotherapists recognized these clusters in practice. CONCLUSION: Patients with cancer reported that participating in a supervised exercise program improved their physical fitness and influenced social, mental, and cognitive factors, resulting in improvements in QoL. These results can be used to increase the awareness of the importance of supervised exercise programs for the QoL of patients with cancer. IMPLICATIONS FOR PRACTICE: According to patients, a supervised exercise program contributes positively to their quality of life by improving physical fitness and health and providing personalized care, coaching by a physiotherapist, and improved social environment, self-concept, and coping. This knowledge could help to increase physicians' and patients' awareness of the importance of an exercise program during or following cancer treatment, possibly improving referral, participation, and adherence rates to these programs. Furthermore, patients' perspectives may be used to improve supervised exercise programs, taking into account the importance of personalized care, the supervision of a physiotherapist, the social environment, self-concept, and coping.


Asunto(s)
Terapia por Ejercicio/organización & administración , Neoplasias/rehabilitación , Fisioterapeutas/organización & administración , Investigación Cualitativa , Calidad de Vida , Adaptación Psicológica , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias/complicaciones , Neoplasias/psicología , Rol Profesional , Autoimagen , Encuestas y Cuestionarios/estadística & datos numéricos , Resultado del Tratamiento
5.
BMC Health Serv Res ; 19(1): 819, 2019 Nov 08.
Artículo en Inglés | MEDLINE | ID: mdl-31703670

RESUMEN

BACKGROUND: The Transmural Trauma Care Model (TTCM) is a refined post-clinical rehabilitation approach, in which a multidisciplinary hospital-based team guides a network of primary care physical therapists in the treatment of trauma patients. The objective of this study was to assess the effectiveness of the TTCM compared to regular care. METHODS: A controlled-before-and-after study was performed in a level 1 trauma center. The TTCM includes four elements: 1) a multidisciplinary team at the outpatient clinic, 2) coordination and individual goal setting for each patient by this team, 3) a network of primary care physical therapists, 4) E-health support for transmural communication. Intervention group patients were prospectively followed (3, 6 and 9 months). The control group consisted of 4 clusters of patients who either had their first consultation at the outpatient clinic 0, 3, 6 or 9 months ago. Outcomes included generic- and disease-specific health-related quality of life (HR-QOL), pain, functional status, patient satisfaction, and perceived recovery. Between-group comparisons were made using linear regression analyses. The recovery pattern of intervention group patients was identified using longitudinal data analysis methods. RESULTS: A total of 83 participants were included in the intervention group. In the control group, 202 participants were included (68 in the baseline cluster, 26 in the 3-month cluster, 51 in the 6-month cluster, 57 in the 9-month cluster). Between-group differences were statistically significant in favor of the intervention group for disease-specific HR-QOL at 9 months, pain at 6 and 9 months, functional status at 6 and 9 months, patient satisfaction at 3, 6 and 9 months, and perceived recovery at 6 months. No significant differences were found between groups for generic HR-QOL at any time point. Generic HR-QOL, disease-specific HR-QOL, pain, and functional status significantly improved in a linear fashion among intervention group patients during the nine-month follow-up period. CONCLUSIONS: This study provides preliminary evidence that the TTCM is effective in improving patient related outcome measures, such as disease-specific HR-QOL, pain and functional status. A multicenter, and ideally randomized controlled trial, is required to confirm these results. TRIAL REGISTRATION: The trial is registered at the Dutch Trial Register (NTR5474). Registered 12 October 2015. Retrospectively registered.


Asunto(s)
Satisfacción del Paciente , Modalidades de Fisioterapia/normas , Heridas y Lesiones/rehabilitación , Adulto , Estudios Controlados Antes y Después , Femenino , Objetivos , Hospitalización/estadística & datos numéricos , Humanos , Masculino , Persona de Mediana Edad , Países Bajos , Grupo de Atención al Paciente/organización & administración , Grupo de Atención al Paciente/normas , Medición de Resultados Informados por el Paciente , Atención Primaria de Salud/normas , Atención Primaria de Salud/estadística & datos numéricos , Estudios Prospectivos , Mejoramiento de la Calidad , Calidad de Vida , Estudios Retrospectivos , Centros Traumatológicos/normas
6.
Int J Technol Assess Health Care ; 35(4): 307-316, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31337454

RESUMEN

OBJECTIVES: To assess the societal cost-effectiveness of the Transmural Trauma Care Model (TTCM), a multidisciplinary transmural rehabilitation model for trauma patients, compared with regular care. METHODS: The economic evaluation was performed alongside a before-and-after study, with a convenience control group measured only afterward, and a 9-month follow-up. Control group patients received regular care and were measured before implementation of the TTCM. Intervention group patients received the TTCM and were measured after its implementation. The primary outcome was generic health-related quality of life (HR-QOL). Secondary outcomes included disease-specific HR-QOL, pain, functional status, and perceived recovery. RESULTS: Eighty-three trauma patients were included in the intervention group and fifty-seven in the control group. Total societal costs were lower in the intervention group than in the control group, but not statistically significantly so (EUR-267; 95 percent confidence interval [CI], EUR-4,175-3011). At 9 months, there was no statistically significant between-group differences in generic HR-QOL (0.05;95 percent CI, -0.02-0.12) and perceived recovery (0.09;95 percent CI, -0.09-0.28). However, mean between-group differences were statistically significantly in favor of the intervention group for disease-specific HR-QOL (-8.2;95 percent CI, -15.0--1.4), pain (-0.84;95CI, -1.42--0.26), and functional status (-20.1;95 percent CI, -29.6--10.7). Cost-effectiveness acceptability curves indicated that if decision makers are not willing to pay anything per unit of effect gained, the TTCM has a 0.54-0.58 probability of being cost-effective compared with regular care. For all outcomes, this probability increased with increasing values of willingness-to-pay. CONCLUSIONS: The TTCM may be cost-effective compared with regular care, depending on the decision-makers willingness to pay and the probability of cost-effectiveness that they perceive as acceptable.


Asunto(s)
Fracturas Óseas/rehabilitación , Modalidades de Fisioterapia/organización & administración , Adulto , Continuidad de la Atención al Paciente/organización & administración , Análisis Costo-Beneficio , Femenino , Estado de Salud , Humanos , Masculino , Persona de Mediana Edad , Países Bajos , Dolor , Grupo de Atención al Paciente/organización & administración , Rendimiento Físico Funcional , Modalidades de Fisioterapia/economía , Años de Vida Ajustados por Calidad de Vida , Índices de Gravedad del Trauma , Heridas y Lesiones/rehabilitación
7.
Int J Colorectal Dis ; 33(1): 29-40, 2018 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-29124329

RESUMEN

PURPOSE: We report the recruitment rate, reasons for and factors influencing non-participation, and descriptive results of a randomized controlled trial of two different exercise programs for patients with colon cancer undergoing adjuvant chemotherapy. METHODS: Participants were randomized to a low-intensity, home-based program (Onco-Move), a moderate- to high-intensity, combined supervised resistance and aerobic exercise program (OnTrack), or Usual Care. Non-participants provided reasons for non-participation and were asked to complete a questionnaire assessing behavioral and attitudinal variables. Trial participants completed performance-based and self-reported outcome measures prior to randomization, at the end of chemotherapy, and at the 6-month follow-up. RESULTS: Twenty-three of 63 referred patients agreed to participate in the trial. All 40 non-participants provided reasons for non-participation. Forty-five percent of the non-participants completed the questionnaire. Those who did not want to exercise had higher fatigue scores at baseline and a more negative attitude toward exercise. Compliance to both programs was high and no adverse events occurred. On average, the colon cancer participants were able to maintain or improve their physical fitness levels and maintain or decrease their fatigue levels during chemotherapy and follow-up. CONCLUSIONS: Recruitment of patients with colon cancer to a physical exercise trial during adjuvant chemotherapy proved to be difficult, underscoring the need to develop more effective strategies to increase participation rates. Both home-based and supervised programs are safe and feasible in patients with colon cancer undergoing chemotherapy. Effectiveness needs to be established in a larger trial. TRIAL REGISTRATION: Netherlands Trial Register - NTR2159.


Asunto(s)
Neoplasias del Colon/terapia , Ejercicio Físico , Quimioterapia Adyuvante , Neoplasias del Colon/complicaciones , Neoplasias del Colon/tratamiento farmacológico , Neoplasias del Colon/fisiopatología , Demografía , Fatiga/complicaciones , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Fuerza Muscular , Cooperación del Paciente , Aptitud Física , Proyectos Piloto , Calidad de Vida , Autoinforme , Resultado del Tratamiento
9.
BMC Health Serv Res ; 17(1): 99, 2017 01 31.
Artículo en Inglés | MEDLINE | ID: mdl-28143494

RESUMEN

BACKGROUND: Improved organization of trauma care in the acute phase has reduced mortality of trauma patients. However, there has been limited attention for the optimal organization of post-clinical rehabilitation of trauma patients. Therefore we developed a Transmural Trauma Care Model (TTCM). This TTCM consists of four equally important components: 1) intake and follow up consultations by a multidisciplinary team consisting of trauma surgeon and hospital based trauma physical therapist, 2) coordination and individual goal setting for each patient by this team, 3) primary care physical therapy by specialized physical therapists organized in a network and 4) E-health support for transmural communication and treatment according to protocols. The aim of the current study is to assess the cost-effectiveness of the TTCM. METHODS: Patients will be recruited from the outpatient clinic for trauma patients of the VU University Medical Center (VUmc) if they have at least one fracture and were discharged home. A controlled-before-and-after study design will be used to compare the TTCM with regular care. Measurements will take place after the first outpatient clinical visit and after 3, 6 and 9 months. Prior to the implementation of the TTCM, 200 patients (50 patients per time point) will be included in the control group. After implementation 100 patients will be included in the intervention group and prospectively followed. Between-group comparisons will be made separately for each time point. In addition, the recovery pattern of patients in the intervention group will be studied using longitudinal data analysis methods. Effectiveness will be evaluated in terms of health-related quality of life (HR-QOL), pain, functional status, patient satisfaction, and perceived recovery. Cost-effectiveness will be assessed from a societal perspective, meaning that all costs related to the TTCM will be taken into account including intervention, health care, absenteeism, presenteeism and unpaid productivity. Additionally, a process evaluation will be performed to explore the extent to which the TTCM was implemented as intended, and to identify possible facilitators and barriers associated with its implementation. DISCUSSION: This planned research will give insight into the feasibility of the TTCM model in clinical practice and will give a first indication of the cost-effectiveness of the TTCM and help us to further develop post-clinical trauma care. TRIAL REGISTRATION: Trial registration number: NTR5474 . The Netherlands National Trial Register (NTR). Registered 12 October 2015.


Asunto(s)
Modelos Organizacionales , Rehabilitación/economía , Rehabilitación/organización & administración , Proyectos de Investigación , Heridas y Lesiones/rehabilitación , Atención Ambulatoria , Análisis Costo-Beneficio , Femenino , Humanos , Masculino , Persona de Mediana Edad , Países Bajos , Alta del Paciente , Satisfacción del Paciente , Calidad de Vida , Encuestas y Cuestionarios
10.
Trials ; 24(1): 757, 2023 Nov 27.
Artículo en Inglés | MEDLINE | ID: mdl-38008734

RESUMEN

BACKGROUND: Improving physical activity, especially in combination with optimizing protein intake, after surgery has a potential positive effect on recovery of physical functioning in patients after gastrointestinal and lung cancer surgery. The aim of this randomized controlled trial is to evaluate the efficacy of a blended intervention to improve physical activity and protein intake after hospital discharge on recovery of physical functioning in these patients. METHODS: In this multicenter single-blinded randomized controlled trial, 161 adult patients scheduled for elective gastrointestinal or lung cancer surgery will be randomly assigned to the intervention or control group. The purpose of the Optimal Physical Recovery After Hospitalization (OPRAH) intervention is to encourage self-management of patients in their functional recovery, by using a smartphone application and corresponding accelerometer in combination with coaching by a physiotherapist and dietician during three months after hospital discharge. Study outcomes will be measured prior to surgery (baseline) and one, four, eight, and twelve weeks and six months after hospital discharge. The primary outcome is recovery in physical functioning six months after surgery, and the most important secondary outcome is physical activity. Other outcomes include lean body mass, muscle mass, protein intake, symptoms, physical performance, self-reported limitations in activities and participation, self-efficacy, hospital readmissions and adverse events. DISCUSSION: The results of this study will demonstrate whether a blended intervention to support patients increasing their level of physical activity and protein intake after hospital discharge improves recovery in physical functioning in patients after gastrointestinal and lung cancer surgery. TRIAL REGISTRATION: The trial has been registered at the International Clinical Trials Registry Platform at 14-10-2021 with registration number NL9793. Trial registration data are presented in Table 1.


Asunto(s)
Neoplasias Pulmonares , Aplicaciones Móviles , Adulto , Humanos , Neoplasias Pulmonares/cirugía , Resultado del Tratamiento , Ejercicio Físico , Hospitalización , Ensayos Clínicos Controlados Aleatorios como Asunto , Estudios Multicéntricos como Asunto
11.
PLoS One ; 17(6): e0268682, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35679254

RESUMEN

BACKGROUND AND IMPORTANCE: Falls among older people occur frequently and are a leading cause of Emergency department (ED) admissions, disability, death and rising health care costs. Multifactorial fall prevention programs that are aimed to target the population at risk have shown to effectively reduce the rate of falling and fall-related injuries in community-dwelling older people. However, the participation of and adherence to these programs in real life situation is generally low. OBJECTIVE: To test the feasibility of a transitionally organized fall prevention assessment with accompanying personalized intervention initiated at the ED. DESIGN, SETTINGS AND PARTICIPANTS: A process evaluation, of a non-randomized controlled pilot trial for implementing a transitionally organized multifactorial fall prevention intervention, was performed using the Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM) framework to gain insight into the barriers and facilitators of implementation. Older fallers (>70yrs) presenting at the ED were selected based on ZIP-code and after obtaining informed consent, data for the evaluation was collected through questionnaires and interviews. Furthermore, feedback was collected from the healthcare providers. MAIN RESULTS: The consent was obtained by 24 (70%) of the patients approached directly at the ED and 17 (26%) of the patients approached later by phone. Adherence to the protocol by the participants, clinical assessors and family practice were all more than 90%. After three months, nine (26%) of the participants had at least one recurrent fall: three (20%) patients in the intervention group and six (32%) in the control group. CONCLUSION: ED presentation due to a fall in older persons provides a window of opportunity for optimizing adherence to a multifactorial fall prevention program as willingness to participate was higher when the patients were approached at the ED during their stay. Implementing a transitionally organized multidisciplinary fall prevention program was successful with a high protocol adherence. THE NETHERLANDS TRIAL REGISTER: NTR NL8142, November 8, 2019.


Asunto(s)
Accidentes por Caídas , Alta del Paciente , Accidentes por Caídas/prevención & control , Anciano , Anciano de 80 o más Años , Servicio de Urgencia en Hospital , Estudios de Factibilidad , Humanos , Medición de Riesgo/métodos
12.
JMIR Cancer ; 8(2): e35694, 2022 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-35749165

RESUMEN

BACKGROUND: Self-monitoring of physical activity (PA) using an accelerometer is a promising intervention to stimulate PA after hospital discharge. OBJECTIVE: This study aimed to evaluate the feasibility of PA self-monitoring after discharge in patients who have undergone gastrointestinal or lung cancer surgery. METHODS: A mixed methods study was conducted in which 41 patients with cancer scheduled for lobectomy, esophageal resection, or hyperthermic intraperitoneal chemotherapy were included. Preoperatively, patients received an ankle-worn accelerometer and the corresponding mobile health app to familiarize themselves with its use. The use was continued for up to 6 weeks after surgery. Feasibility criteria related to the study procedures, the System Usability Scale, and user experiences were established. In addition, 6 patients were selected to participate in semistructured interviews. RESULTS: The percentage of patients willing to participate in the study (68/90, 76%) and the final participation rate (57/90, 63%) were considered good. The retention rate was acceptable (41/57, 72%), whereas the rate of missing accelerometer data was relatively high (31%). The mean System Usability Scale score was good (77.3). Interviewed patients mentioned that the accelerometer and app were easy to use, motivated them to be more physically active, and provided postdischarge support. The technical shortcomings and comfort of the ankle straps should be improved. CONCLUSIONS: Self-monitoring of PA after discharge appears to be feasible based on good system usability and predominantly positive user experiences in patients with cancer after lobectomy, esophageal resection, or hyperthermic intraperitoneal chemotherapy. Solving technical problems and improving the comfort of the ankle strap may reduce the number of dropouts and missing data in clinical use and follow-up studies.

13.
Ann Med ; 54(1): 235-243, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35040376

RESUMEN

PURPOSE: To address the feasibility, reliability and internal validity of natural language processing (NLP) for automated functional assessment of hospitalised COVID-19 patients in key International Classification of Functioning, Disability and Health (ICF) categories and levels from unstructured text in electronic health records (EHR) from a large teaching hospital. MATERIALS AND METHODS: Eight human annotators assigned four ICF categories to relevant sentences: Emotional functions, Exercise tolerance, Walking and Moving, Work and Employment and their ICF levels (Functional Ambulation Categories for Walking and Moving, metabolic equivalents for Exercise tolerance). A linguistic neural network-based model was trained on 80% of the annotated sentences; inter-annotator agreement (IAA, Cohen's kappa), a weighted score of precision and recall (F1) and RMSE for level detection were assessed for the remaining 20%. RESULTS: In total 4112 sentences of non-COVID-19 and 1061 of COVID-19 patients were annotated. Average IAA was 0.81; F1 scores were 0.7 for Walking and Moving and Emotional functions; RMSE for Walking and Moving (5- level scale) was 1.17 for COVID-19 patients. CONCLUSION: Using a limited amount of annotated EHR sentences, a proof-of-concept was obtained for automated functional assessment of COVID-19 patients in ICF categories and levels. This allows for instantaneous assessment of the functional consequences of new diseases like COVID-19 for large numbers of patients.Key messagesHospitalised Covid-19 survivors may persistently suffer from low physical and mental functioning and a reduction in overall quality of life requiring appropriate and personalised rehabilitation strategies.For this, assessment of functioning within multiple domains and categories of the International Classification of Function is required, which is cumbersome using structured data.We show a proof-of-concept using Natural Language Processing techniques to automatically derive the aforementioned information from free-text notes within the Electronic Health Record of a large academic teaching hospital.


Asunto(s)
COVID-19 , Registros Electrónicos de Salud , Evaluación de la Discapacidad , Humanos , Procesamiento de Lenguaje Natural , Calidad de Vida , Reproducibilidad de los Resultados , SARS-CoV-2
14.
J Rehabil Med ; 54: jrm00309, 2022 Aug 26.
Artículo en Inglés | MEDLINE | ID: mdl-35735900

RESUMEN

OBJECTIVE: To report the study protocol and baseline characteristics of a prospective cohort study to evaluate longitudinal recovery trajectories of patients recovering from COVID-19 who have visited a primary care allied health professional. DESIGN: Report of the protocol and baseline characteristics for a prospective cohort study with a mixed-methods approach. PATIENTS: Patients recovering from COVID-19 treated by primary care dietitians, exercise therapists, occupational therapists, physical therapists and/or speech and language therapists in the Netherlands. METHODS: The prospective study will measure primary outcome domains: participation, health-related quality of life, fatigue, physical functioning, and costs, at baseline, 3, 6, 9 and 12 months. Interviews, on the patients' experiences with allied healthcare, will be held with a subsample of patients and allied health professionals. RESULTS: The cohort comprises 1,451 patients (57% female, mean age 49 (standard deviation 13) years). Preliminary results for the study cohort show that 974 (67%) of the participants reported mild/moderate severity symptoms during the infection period and patients reported severe restrictions in activities of daily living compared with previous research in other patient populations. Both quantitative and qualitative, will provide insight into the recovery of patients who are treated by allied health professionals. CONCLUSION: In conclusion, this will be the first comprehensive study to longitudinally evaluate the recovery trajectories and related costs of patients recovering from COVID-19 who are treated by allied health professionals in the Netherlands. This study will provide evidence for the optimal strategy to treat patients recovering from COVID-19 infection, including which patients benefit, and to what extent, from treatment, and which factors might impact their recovery course over time. The preliminary results of this study demonstrated the severity of restrictions and complaints at the start of therapy are substantial.


Asunto(s)
COVID-19 , Actividades Cotidianas , Estudios de Cohortes , Atención a la Salud , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Calidad de Vida
15.
Physiother Res Int ; 26(2): e1894, 2021 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-33480123

RESUMEN

OBJECTIVE: The rehabilitation of trauma patients in primary care is challenging, and there are no guidelines for optimal treatment. Also, the organization of care is not well-structured. The Transmural Trauma Care Model (TTCM) has been developed in the Netherlands, aiming to improve patient outcomes by optimizing the organization and the quality of the rehabilitation process in primary care. A recent feasibility study showed that implementation of the TTCM at a Dutch Level 1 trauma center was feasible, patient outcomes were improved, and costs were reduced. This study aims to assess the effectiveness and cost-effectiveness of the TTCM compared to the usual care in a multicenter trial. METHODS: A multicenter trial with a controlled before-and-after design will be performed at 10 hospitals in the Netherlands. First, participating hospitals will include 322 patients in the control group, receiving usual care as provided in these specific hospitals. Subsequently, the TTCM will be implemented in all participating hospitals, and hospitals will include an additional 322 patients in the intervention group. The TTCM consists of a multidisciplinary team at the outpatient clinic (trauma surgeon and hospital-based physical therapist), an educated and trained network of primary care trauma physical therapists, and structural communication between them. Co-primary outcomes will investigate generic and disease-specific, health-related quality of life. Secondary outcomes will include pain, patient satisfaction, perceived recovery, and patient-reported physical functioning. For the economic evaluation, societal and healthcare costs will be measured. Measurements will take place at baseline and after 6 weeks, 3, 6, and 9 months. Analyses will be based on the intention-to-treat principle. Missing data will be handled using longitudinal data analyses in the effect analyses and by multivariate imputation in the economic evaluation. CONCLUSION: This trial with a controlled before-and-after design will give insight into the effectiveness and cost-effectiveness of the TTCM in a multicenter trial.


Asunto(s)
Servicios Médicos de Urgencia , Calidad de Vida , Análisis Costo-Beneficio , Humanos , Estudios Multicéntricos como Asunto , Países Bajos , Satisfacción del Paciente , Resultado del Tratamiento
16.
J Physiother ; 67(4): 298-307, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34511380

RESUMEN

QUESTIONS: What is the reach, dose delivered, dose received and fidelity of the Transmural Trauma Care Model (TTCM)? What are the barriers and facilitators associated with the implementation of the TTCM? DESIGN: Mixed-methods process evaluation with quantitative evaluation of the extent to which the TTCM was implemented as intended and qualitative evaluation of barriers and facilitators to its implementation. PARTICIPANTS: Focus group participants included trauma patients, trauma surgeons, hospital-based physiotherapists and primary care network physiotherapists. OUTCOME MEASURES: Implementation was assessed with reach, dose delivered, dose received and fidelity. DATA ANALYSIS: A framework method was used to analyse the focus groups and the 'constellation approach' was used to categorise barriers and facilitators into three categories: structure, culture and practice. RESULTS: The TTCM's reach was 81%, its dose delivered was 99% and 100%, and its dose received was 95% and 96% for the multidisciplinary TTCM consultation hours at the outpatient clinic for trauma patients and the primary care network physiotherapists, respectively. Various fidelity scores ranged from 66 to 93%. Numerous barriers and facilitators associated with the implementation of the TTCM were identified and categorised. CONCLUSION: This process evaluation showed that the TTCM was largely implemented as intended. Furthermore, various facilitators and barriers were identified that need to be considered when implementing the TTCM more widely. Differences were found among stakeholders but they were generally of the opinion that if the barriers were overcome, the quality of care and patient satisfaction were likely to improve significantly after implementing the TTCM. REGISTRATION: NTR5474.


Asunto(s)
Servicios Médicos de Urgencia , Satisfacción del Paciente , Grupos Focales , Humanos , Atención Primaria de Salud , Investigación Cualitativa , Proyectos de Investigación
17.
JMIR Mhealth Uhealth ; 9(1): e23402, 2021 01 07.
Artículo en Inglés | MEDLINE | ID: mdl-33410758

RESUMEN

BACKGROUND: Major surgery is associated with negative postoperative outcomes such as complications and delayed or poor recovery. Multimodal prehabilitation can help to reduce the negative effects of major surgery. Offering prehabilitation by means of mobile health (mHealth) could be an effective new approach. OBJECTIVE: The objectives of this pilot study were to (1) evaluate the usability of the Be Prepared mHealth app prototype for people undergoing major surgery, (2) explore whether the app was capable of bringing about a change in risk behaviors, and (3) estimate a preliminary effect of the app on functional recovery after major surgery. METHODS: A mixed-methods pilot randomized controlled trial was conducted in two Dutch academic hospitals. In total, 86 people undergoing major surgery participated. Participants in the intervention group received access to the Be Prepared app, a smartphone app using behavior change techniques to address risk behavior prior to surgery. Both groups received care as usual. Usability (System Usability Scale), change in risk behaviors 3 days prior to surgery, and functional recovery 30 days after discharge from hospital (Patient-Reported Outcomes Measurement Information System physical functioning 8-item short form) were assessed using online questionnaires. Quantitative data were analyzed using descriptive statistics, chi-square tests, and multivariable linear regression. Semistructured interviews about the usability of the app were conducted with 12 participants in the intervention group. Thematic analysis was used to analyze qualitative data. RESULTS: Seventy-nine people-40 in the intervention group and 39 in the control group-were available for further analysis. Participants had a median age of 61 (interquartile range 51.0-68.0) years. The System Usability Scale showed that patients considered the Be Prepared app to have acceptable usability (mean 68.2 [SD 18.4]). Interviews supported the usability of the app. The major point of improvement identified was further personalization of the app. Compared with the control group, the intervention group showed an increase in self-reported physical activity and muscle strengthening activities prior to surgery. Also, 2 of 2 frequent alcohol users in the intervention group versus 1 of 9 in the control group drank less alcohol in the run-up to surgery. No difference was found in change of smoking cessation. Between-group analysis showed no meaningful differences in functional recovery after correction for baseline values (ß=-2.4 [95% CI -5.9 to 1.1]). CONCLUSIONS: The Be Prepared app prototype shows potential in terms of usability and changing risk behavior prior to major surgery. No preliminary effect of the app on functional recovery was found. Points of improvement have been identified with which the app and future research can be optimized. TRIAL REGISTRATION: Netherlands Trial Registry NL8623; https://www.trialregister.nl/trial/8623.


Asunto(s)
Aplicaciones Móviles , Ejercicios de Estiramiento Muscular , Ejercicio Preoperatorio , Telemedicina , Anciano , Femenino , Humanos , Persona de Mediana Edad , Países Bajos , Medición de Resultados Informados por el Paciente , Proyectos Piloto , Cuidados Preoperatorios , Periodo Preoperatorio
18.
Phys Ther ; 100(3): 477-486, 2020 03 10.
Artículo en Inglés | MEDLINE | ID: mdl-32031218

RESUMEN

BACKGROUND: The survival rates for patients with advanced cancer have increased over time. Many patients experience symptoms and functional limitations that impair activities of daily living and limit quality of life. A number of these health problems are amenable to physical therapist treatment. However, physical therapists caring for patients with advanced cancer require special training and skills. OBJECTIVE: The study aimed to assess the educational needs and clinical uncertainties of Dutch physical therapists in relation to treatment of patients with advanced cancer. DESIGN: This was a mixed methods study. METHODS: A survey and 2 focus groups were conducted among physical therapists working in primary care who had previously received at least basic oncology training. RESULTS: A total of 162 physical therapists completed the survey. The most frequently reported educational needs were related to effective interprofessional collaboration (61.7%), knowledge of medical treatment (49.4%), and current evidence on physical therapist interventions in this population (49.4%). In the focus groups, physical therapists (n = 17) voiced uncertainties about treating patients with bone metastases, setting realistic goals, when and how to end a treatment episode, interprofessional collaboration, finding and using evidence, and using clinimetrics. CONCLUSION: These results support the need for specific education programs for physical therapists working with advanced cancer patients to increase the availability of high-quality oncology rehabilitation for this population.


Asunto(s)
Competencia Clínica , Comunicación Interdisciplinaria , Evaluación de Necesidades , Neoplasias/rehabilitación , Fisioterapeutas/educación , Neoplasias Óseas/rehabilitación , Neoplasias Óseas/secundario , Grupos Focales , Humanos , Neoplasias/patología , Países Bajos , Investigación Cualitativa , Encuestas y Cuestionarios , Incertidumbre
19.
Disabil Rehabil ; 42(10): 1474-1479, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-30574815

RESUMEN

Purpose: Exercise therapy is an effective intervention in a variety of chronic diseases. The prescription of exercise therapy is usually directed toward an index disease. The presence of comorbidity may require adaptations to the exercise program as intended for the index disease. This paper aims to structure the clinical reasoning process of health professionals when prescribing exercise therapy for the individual patient with an index disease and comorbidity.Methods: We adapted the previously published strategy for developing guidelines and protocols on comorbidity-adapted exercise to a version that can be used for individual exercise prescription.Results: Essential steps and considerations involved in prescribing an exercise program to an individual patient with comorbidity are described. A case description is used as an example of how the proposed strategy leads to clinical decisions.Conclusions: The proposed strategy may have a role in educational and professional development. The advanced clinical expertise needed for safe and effective exercise therapy in patients with a complex health status is emphasized.Implications for RehabilitationThe presence of comorbidity may require adaptations to exercise therapy.We describe the essential steps and considerations involved in prescribing an exercise program to an individual patient with an index disease and comorbidity.The proposed strategy can be used to structure the clinical reasoning process of health professionals.


Asunto(s)
Razonamiento Clínico , Terapia por Ejercicio , Enfermedad Crónica , Comorbilidad , Humanos , Prescripciones
20.
Ann Thorac Surg ; 107(6): 1639-1646, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30690020

RESUMEN

BACKGROUND: Apart from clinical experience and theoretical considerations, there is a lack of evidence that the level of adherence to in-hospital mobilization protocols is related to functional recovery in patients after resection for lung cancer. The objectives of the study were to determine (1) the relationship between adherence to the in-hospital mobilization protocol and physical fitness at hospital discharge and (2) the value of physical fitness measures at discharge in predicting physical functioning 6 weeks and 3 months postoperatively. METHODS: This observational study included 62 patients who underwent surgical resection for lung cancer. Adherence to the in-hospital mobilization protocol was abstracted from patients' records. Physical fitness measures before the operation and at hospital discharge included handgrip strength, 30-second sit-to-stand test, and 6-minute walk test (6MWT). Self-reported physical functioning was assessed preoperatively and 6 weeks and 3 months postoperatively, using the Medical Outcome Study 36-Item Short Form (SF-36) Physical Function subscale (RAND Corp, Santa Monica, CA). Linear regression analyses were used to estimate the relationships of interest, adjusting for potential confounders. RESULTS: Level of adherence to the mobilization protocol was significantly and independently related to handgrip strength, sit-to-stand test, and 6MWT at discharge. Handgrip strength and 6MWT at discharge significantly predicted SF-36 Physical Function at 6 weeks and 3 months postoperatively. The sit-to-stand test only predicted SF-36 Physical Function at 6 weeks. CONCLUSIONS: Suboptimal postoperative mobilization after surgical resection for lung cancer negatively affects physical fitness at discharge. Our results underline the importance of adherence to early postoperative mobilization protocols. Measuring physical fitness at discharge may be useful to inform clinicians on elective referral of patients for postdischarge rehabilitation.


Asunto(s)
Ambulación Precoz/normas , Adhesión a Directriz/estadística & datos numéricos , Neoplasias Pulmonares/cirugía , Aptitud Física , Recuperación de la Función , Anciano , Femenino , Hospitalización , Humanos , Masculino , Persona de Mediana Edad , Alta del Paciente , Evaluación del Resultado de la Atención al Paciente , Periodo Posoperatorio , Factores de Tiempo
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