1
|
Backman C, Papp R, Tonjock Kolle A, Papp S, Visintini S, Schaefer Ferreira de Mello AL, de Melo Lanzoni GM, Harley A. Platform-Based Patient-Clinician Digital Health Interventions for Care Transitions: Scoping Review. J Med Internet Res 2024; 26:e55753. [PMID: 39753212 PMCID: PMC11729789 DOI: 10.2196/55753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 10/16/2024] [Accepted: 11/07/2024] [Indexed: 01/18/2025] Open
Abstract
BACKGROUND Care transitions are complex and can make patients vulnerable to adverse events. Poor communication among clinicians, patients, and their caregivers is a critical gap during these periods of transition. Technology solutions such as platform-based patient-clinician digital health interventions (DHIs) can provide support and education to patients. OBJECTIVE The aims of this scoping review were to explore the literature on platform-based patient-clinician DHIs specific to hospital-to-home care transitions and identify the barriers to and enablers of the uptake and implementation of these DHIs. METHODS A scoping review was conducted. A total of 4 databases (MEDLINE, CINAHL, Embase, and the Cochrane Central Register of Controlled Trials) were searched on July 13, 2022. Studies involving patients aged >18 years who used platform-based DHIs during their hospital-to-home transition were included. In total, 2 reviewers independently screened the articles for eligibility using a 2-stage process of title and abstract and full-text screening. Eligible studies underwent data extraction, and the results were analyzed using descriptive and narrative methods. RESULTS We screened 8322 articles, of which 97 (1.17%) met our inclusion criteria. DHIs were implemented using a mobile app (59/97, 61%), a web-based platform (28/97, 29%), or a combination of both (10/97, 10%). The 2 most common health conditions related to the DHIs were cardiac disease (22/97, 23%) and stroke (11/97, 11%). Outcomes varied greatly but were grouped by health care use, complications, and wellness outcomes. The top 2 barriers were lack of interest (13/97, 13%) and time constraints to use the DHIs (10/97, 10%), and the top 2 enablers were the ability to use the DHIs (17/97, 18%) and their ease of use (11/97, 11%). The main conflicting theme was access (enabler; 28/97, 29%) or limited access (barrier; 15/97, 15%) to technology or the internet. CONCLUSIONS Platform-based DHIs could help improve communication, coordination, and information sharing between clinicians and patients during transition periods. Further research is needed to assess the effectiveness of these platform-based DHIs on patient outcomes.
Collapse
Affiliation(s)
| | - Rosie Papp
- University of Ottawa, Ottawa, ON, Canada
| | | | | | | | | | | | | |
Collapse
|
2
|
Munir A, Farooqi HA, Nabi R, Hasnain U, Khan M. Telemedical strategies for improving systolic blood pressure control in secondary prevention of cerebrovascular events-a systematic review and meta-analysis. J Stroke Cerebrovasc Dis 2024; 33:108046. [PMID: 39357612 DOI: 10.1016/j.jstrokecerebrovasdis.2024.108046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 09/27/2024] [Accepted: 09/27/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Stroke remains the second leading cause of death worldwide, with a 20 % risk of recurrence within 5 years. Preventing secondary stroke events is crucial for patient management. Kraft et al. highlighted the potential of telemedicine in secondary prevention, but noted the need for further research. Our study incorporates recent trials to provide an updated analysis of telemedical strategies in stroke prevention. METHODS We reviewed and analyzed RCTs and observational studies from PubMed, Cochrane, Google Scholar, and Clinicaltrials.gov (May 19, 2016 - March 20, 2024) comparing telephone-based follow-up to standard care in stroke patients. The meta-analysis focused on SBP changes within 12 months. We conducted a systematic review and meta-analysis of randomized controlled trials (RCTs) and observational studies, sourced from PubMed, Cochrane, Google Scholar, and ClinicalTrials.gov (May 19, 2016 - March 20, 2024). We compared telephone-based follow-up to standard care in stroke patients, and the primary outcome was systolic blood pressure (SBP) changes within 12 months. RESULTS Our systematic review included data from 21,904 patients. The meta-analysis focused on studies with comparable systolic blood pressure (SBP) data. It involved 3,501 individuals in the control group and 3,485 in the experimental group. The analysis revealed a significant reduction in SBP with telemedicine strategies for secondary stroke prevention, with a p-value of 0.003. Additionally, a systemic review of the included studies demonstrated that these strategies improved medication adherence, lifestyle habits, and physical performance, positively correlating with better health outcomes and reduced mortality risk. CONCLUSION With the inclusion of recent clinical trials, our updated systematic review and meta-analysis concludes that telemedicine supports secondary prevention in cerebrovascular diseases, particularly blood pressure control. While telemedicine may have a role in reducing recurrent stroke risk, we believe further studies with longer follow-up periods are needed to validate the role of telemedical strategies in reducing recurrence rates.
Collapse
Affiliation(s)
- Aqsa Munir
- Dow University of Health Sciences, Pakistan.
| | | | - Rayyan Nabi
- Islamic International Medical College Riphah International University, Pakistan.
| | | | | |
Collapse
|
3
|
Jensen LWH, Ghaffari A, Rahbek O, Dinesen B, Kold S. The use of asynchronous digital two-way communication between patients and healthcare professionals after hospital discharge: A scoping review. PATIENT EDUCATION AND COUNSELING 2024; 128:108393. [PMID: 39146890 DOI: 10.1016/j.pec.2024.108393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 08/05/2024] [Accepted: 08/06/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVE This scoping review aimed to identify and map how asynchronous digital two-way communication is used between patients and healthcare professionals after hospital discharge, as well as identify facilitators and barriers to implementation. METHODS Following the JBI guidance for scoping reviews, we searched seven databases on August 29, 2022. Rayyan was employed for screening the articles, and data were extracted using a predefined and iteratively modified data extraction tool. Facilitators and barriers were systematically categorized according to the domains and constructs of the Consolidated Framework for Implementation Research (CFIR). RESULTS Forty articles were included, primarily published between 2012 and 2022 and from the USA. In the majority of articles (77.5 %), asynchronous digital two-way communication was a part of a larger eHealth intervention. Nurses were the healthcare professionals most frequently mentioned as answering patients' messages (35 %) with response times sparsely described, and varying between four hours and three days. Efforts done to implement asynchronous digital two-way communication were only mentioned in 37.5 % of the articles. Facilitators included easy access, convenience, less disturbance, shared expectations for use and communication with professionals familiar to the patient. Barriers involved fear of overlooking health issues, risk of answers being delayed, technical issues and unclear response times. CONCLUSION There is a gap in the literature between studies that describe the use of asynchronous digital two-way communication after hospital discharge exhaustively and reports on facilitators and barriers to implementation. PRACTICE IMPLICATIONS This scoping review serves as an overview of the current use of asynchronous digital two-way communication after hospital discharge and sheds light on facilitators and barriers to implementation pertinent to this specific period.
Collapse
Affiliation(s)
- Lili Worre Høpfner Jensen
- Interdisciplinary Orthopedics, Orthopedic Surgery Department, Aalborg University Hospital, 9000 Aalborg, Denmark.
| | - Arash Ghaffari
- Interdisciplinary Orthopedics, Orthopedic Surgery Department, Aalborg University Hospital, 9000 Aalborg, Denmark.
| | - Ole Rahbek
- Interdisciplinary Orthopedics, Orthopedic Surgery Department, Aalborg University Hospital, 9000 Aalborg, Denmark.
| | - Birthe Dinesen
- Laboratory for Welfare Technologies - Digital Health & Rehabilitation, ExerciseTech, Department of Health Science and Technology, Aalborg University, 9220 Aalborg East, Denmark.
| | - Søren Kold
- Interdisciplinary Orthopedics, Orthopedic Surgery Department, Aalborg University Hospital, 9000 Aalborg, Denmark.
| |
Collapse
|
4
|
Silvera-Tawil D, Cameron J, Li J, Varnfield M, Allan LP, Harris M, Lannin NA, Redd C, Cadilhac DA. Multicomponent Support Program for Secondary Prevention of Stroke Using Digital Health Technology: Co-Design Study With People Living With Stroke or Transient Ischemic Attack. J Med Internet Res 2024; 26:e54604. [PMID: 39172512 PMCID: PMC11377903 DOI: 10.2196/54604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 04/23/2024] [Accepted: 06/14/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND Few individuals (<2%) who experience a stroke or transient ischemic attack (TIA) participate in secondary prevention lifestyle programs. Novel approaches that leverage digital health technology may provide a viable alternative to traditional interventions that support secondary prevention in people living with stroke or TIA. To be successful, these strategies should focus on user needs and preferences and be acceptable to clinicians and people living with stroke or TIA. OBJECTIVE This study aims to co-design, with people with lived experience of stroke or TIA (referred to as consumers) and clinicians, a multicomponent digital technology support program for secondary prevention of stroke. METHODS A consumer user needs survey (108 items) was distributed through the Australian Stroke Clinical Registry and the Stroke Association of Victoria. An invitation to a user needs survey (135 items) for clinicians was circulated via web-based professional forums and national organizations (eg, the Stroke Telehealth Community of Practice Microsoft Teams Channel) and the authors' research networks using Twitter (subsequently rebranded X, X Corp) and LinkedIn (LinkedIn Corp). Following the surveys, 2 rounds of user experience workshops (design and usability testing workshops) were completed with representatives from each end user group (consumers and clinicians). Feedback gathered after each round informed the final design of the digital health program. RESULTS Overall, 112 consumers (male individuals: n=63, 56.3%) and 54 clinicians (female individuals: n=43, 80%) responded to the survey; all items were completed by 75.8% (n=85) of consumers and 78% (n=42) of clinicians. Most clinicians (46/49, 94%) indicated the importance of monitoring health and lifestyle measures more frequently than current practice, particularly physical activity, weight, and sleep. Most consumers (87/96, 90%) and clinicians (41/49, 84%) agreed that providing alerts about potential deterioration in an individual's condition were important functions for a digital program. Intention to use a digital program for stroke prevention and discussing the data collected during face-to-face consultations was high (consumers: 79/99, 80%; clinicians 36/42, 86%). In addition, 7 consumers (male individuals: n=5, 71%) and 9 clinicians (female individuals: n=6, 67%) took part in the user experience workshops. Participants endorsed using a digital health program to help consumers manage stroke or TIA and discussed preferred functions and health measures in a digital solution for secondary prevention of stroke. They also noted the need for a mobile app that is easy to use. Clinician feedback highlighted the need for a customizable clinician portal that captures individual consumer goals. CONCLUSIONS Following an iterative co-design process, supported by evidence from user needs surveys and user experience workshops, a consumer-facing app that integrates wearable activity trackers and a clinician web portal were designed and developed to support secondary prevention of stroke. Feasibility testing is currently in progress to assess acceptability and use.
Collapse
Affiliation(s)
- David Silvera-Tawil
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Sydney, Australia
| | - Jan Cameron
- Department of Medicine, Monash University, Melbourne, Australia
- Australian Centre for Heart Health, Melbourne, Australia
| | - Jane Li
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Sydney, Australia
| | - Marlien Varnfield
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Sydney, Australia
| | - Liam P Allan
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Sydney, Australia
- Department of Medicine, Monash University, Melbourne, Australia
| | - Mitch Harris
- Data 61, Commonwealth Scientific and Industrial Research Organisation, Melbourne, Australia
| | - Natasha A Lannin
- Australian Centre for Heart Health, Melbourne, Australia
- Department of Neuroscience, Monash University, Melbourne, Australia
| | - Christian Redd
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Sydney, Australia
| | - Dominique A Cadilhac
- Department of Medicine, Monash University, Melbourne, Australia
- Florey Institute of Neuroscience and Mental Health, Melbourne, Australia
| |
Collapse
|
5
|
Favilla CG, Reehal N, Cummings SR, Burdett R, Stein LA, Shakibajahromi B, Yuan K, Sloane KL, Kasner SE. Personalized Video-Based Educational Platform to Improve Stroke Knowledge: A Randomized Clinical Trial. J Am Heart Assoc 2024; 13:e035176. [PMID: 39082426 PMCID: PMC11964022 DOI: 10.1161/jaha.124.035176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 06/28/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND Stroke knowledge is critical to treatment adherence and poststroke outcomes. Here, we aimed to quantify the impact of a personalized video-based educational platform to test the hypothesis that it improves patient satisfaction and stroke knowledge. METHODS AND RESULTS In a single-center pilot randomized trial, all patients with stroke and caregivers received standard stroke education during the hospitalization, but half were randomized to receive access to MyStroke, a personalized educational platform that provided brief videos about their stroke, risk factors, medications, and poststroke lifestyle. Satisfaction, stroke knowledge, and quality of life were assessed 7, 30, and 90 days after discharge. A total of 120 subjects (96 patients and 24 caregivers) were randomized to standard education (n=59) or MyStroke. At 90 days post-stroke, those who received MyStroke were more likely to be satisfied with the stroke education the received (90% versus 73%, P=0.05) and more likely to correctly identify their stroke cause (67% versus 32%, P=0.003). However, MyStroke was not associated with a difference in self-reported quality of life (EuroQol Visual Analogue Scale: 80 versus 75, P=0.06) or general stroke knowledge (total Stroke Patient Education Retention: 5 versus 5, P=0.47). With respect to secondary end points, MyStroke increased risk factor awareness 7 and 30 days poststroke, but this difference was not significant at 90 days. CONCLUSIONS The MyStroke personalized video-based education platform improved patient and caregiver satisfaction while improving some aspects of personalized stroke knowledge without improving general stroke knowledge. A multicenter trial is needed to confirm these results, clarify generalizability, and target clinically relevant metrics such as stroke recurrence or adherence. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT05118503.
Collapse
Affiliation(s)
| | - Navpreet Reehal
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPAUSA
| | | | - Rebecca Burdett
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Laura A. Stein
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPAUSA
| | | | - Kristy Yuan
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Kelly L. Sloane
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Scott E. Kasner
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPAUSA
| |
Collapse
|
6
|
Toapanta N, Sánchez-Gavilan E, Guirao C, Leon Román J, Ramos N, Vergara A, Azancot M, Agraz I, Bermejo S, Montiel E, Molina C, Ribó M, Soler MJ. Pilot monitoring study in patients with diabetic kidney disease using NORA application. Nefrologia 2024; 44:519-526. [PMID: 39013756 DOI: 10.1016/j.nefroe.2024.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 01/23/2023] [Accepted: 01/24/2023] [Indexed: 07/18/2024] Open
Abstract
INTRODUCTION Diabetic Kidney Disease (DKD) is the most common cause of end-stage chronic kidney disease (CKD), conditioning these patients to a worse renal prognosis and higher cardiovascular mortality and/or requirement for renal replacement therapy. The use of novel information and communication technologies (ICTs) focused on the field of health, may facilitates a better quality of life and disease control in these patients. Our objective is to evaluate the effect of monitoring DKD patients using NORA-app. MATERIAL AND METHODS Prospective feasibility/validation study of NORA-app in patients with DKD stage G3bA3 or higher, followed in outpatient clinics of a tertiary care hospital. NORA-app is an application for smartphones designed to control risk factors, share educational medical information, communicate via chat with health professionals, increase treatment compliance (Morisky-Green), and collect patient reported outcomes such as anxiety and depression using HADs scale. Clinical-laboratory variables were collected at 3 months and compared to control patients who declined using NORA-app. RESULTS From 01/01/2021 to 03/03/2022 the use of NORA-app was offered to 118 patients, 82 accepted and 36 declined (controls). After a mean follow-up period of 6,04 months and at the time of data extraction 71 (86.6%) NORA-app patients remain active users, 2 have completed the follow-up at one year and 9 are inactive (3 due to death and 6 due to non-locatable). There were no differences in baseline characteristics including Creatinine [2.1 (1.6-2.4) vs. 1.9 (1.5-2.5)] mg/dL and alb/creat [962 (475-1784) vs. 1036 (560-2183)] mg/gr between Nora and control patients respectively. The therapeutic compliance rate in the NORA-app group was 77%, improving at 90 days to 91%. Patients in the NORA-group showed significantly lower levels of alb/creat than controls (768(411-1971) mg/g Vs 2039 (974-3214) p = 0.047) at 90-day follow-up. CONCLUSIONS In patients with DKD the use of NORA-app was maintained in the long-term, leading to high levels of treatment compliance, and achieving a better disease control. Our study suggests that the generalized use of ICTs may help in the personalized monitoring of these patients to delay the progression of kidney disease.
Collapse
Affiliation(s)
- Néstor Toapanta
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | | | - Cristina Guirao
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Juan Leon Román
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Natalia Ramos
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Ander Vergara
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - María Azancot
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Irene Agraz
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Sheila Bermejo
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Estefanía Montiel
- Serivicio de Neurología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Carlos Molina
- Serivicio de Neurología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - Marc Ribó
- Serivicio de Neurología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| | - María José Soler
- Serivicio de Nefrología, Hospital Universitario Vall d'Hebron, Barcelona, Spain.
| |
Collapse
|
7
|
Babu V, Sylaja PN, Soman B, Varma RP, Ms M, Gl G, Kumar B S. A randomized controlled trial of medication adherence and management of risk factors for secondary prevention of stroke (MaMoRS) using a smartphone-based application. Int J Stroke 2024; 19:654-664. [PMID: 38533606 DOI: 10.1177/17474930241245612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
BACKGROUND There are little data on the use of smartphone-based applications for medication adherence and risk-factor control for the secondary prevention of stroke in low-and-middle-income countries (LMICs). AIMS The aim was to determine whether a smartphone-based app improved medication adherence, risk-factor control, and provided health education to stroke survivors for lifestyle and behavioral modifications. METHODS An unblinded, single-center randomized controlled double arm trial with 1:1 allocation among stroke survivors was performed in South India. The primary outcome was medication adherence, with co-primary outcomes of lifestyle and behavioral factors and control of vascular risk factors, at 3 and 6 months. RESULTS Among 351 stroke survivors screened, 209 were recruited. The mean (standard deviation (SD)) age of the intervention (n = 105) group was 60 (12) years and that of the control (n = 104) group was 60 (10) years. In the primary outcome, mean medication adherence significantly improved in the intervention group with a between group difference of 0.735 (95% confidence interval (CI) = 0.419 to 1.050), p < 0.001. Being in intervention group (OR = 4.5; 95% CI = 2.3 to 8.9), stroke recurrence (OR = 3.3 (95% CI = 1.9 to 7.8)), and regular physician visits (OR = 2.1; 95% CI = 1.0 to 4.4) were significant predictors of good medication adherence. Considering the co-primary outcomes, compared to the control group, participants in the intervention group had a greater improvement in self-reported healthy diet intake (p = 0.003), intake of fruits (p = 0.005), and were physically more active (p = 0.001). At 6 months, mean fasting blood sugar (p = 0.005) and high-density lipoprotein cholesterol higher (p = 0.024) in the intervention group. CONCLUSIONS The use of a mobile app is an effective method to improve medication adherence and risk-factor control in stroke survivors and is feasible in LMICs like India. DATA ACCESS STATEMENT Data used during the study are available from the corresponding author on request. TRIAL REGISTRATION The study is registered in Clinical Trial Registry of India (CTRI/2022/06/042980).
Collapse
Affiliation(s)
- Veena Babu
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - P N Sylaja
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Biju Soman
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Ravi Prasad Varma
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Manju Ms
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Geethu Gl
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Suresh Kumar B
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| |
Collapse
|
8
|
Colangelo G, Ribo M, Montiel E, Dominguez D, Olivé-Gadea M, Muchada M, Garcia-Tornel Á, Requena M, Pagola J, Juega J, Rodriguez-Luna D, Rodriguez-Villatoro N, Rizzo F, Taborda B, Molina CA, Rubiera M. PRERISK: A Personalized, Artificial Intelligence-Based and Statistically-Based Stroke Recurrence Predictor for Recurrent Stroke. Stroke 2024; 55:1200-1209. [PMID: 38545798 DOI: 10.1161/strokeaha.123.043691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 01/07/2024] [Accepted: 01/31/2024] [Indexed: 04/24/2024]
Abstract
BACKGROUND Predicting stroke recurrence for individual patients is difficult, but individualized prediction may improve stroke survivors' engagement in self-care. We developed PRERISK: a statistical and machine learning classifier to predict individual risk of stroke recurrence. METHODS We analyzed clinical and socioeconomic data from a prospectively collected public health care-based data set of 41 975 patients admitted with stroke diagnosis in 88 public health centers over 6 years (2014-2020) in Catalonia-Spain. A new stroke diagnosis at least 24 hours after the index event was considered as a recurrent stroke, which was considered as our outcome of interest. We trained several supervised machine learning models to provide individualized risk over time and compared them with a Cox regression model. Models were trained to predict early, late, and long-term recurrence risk, within 90, 91 to 365, and >365 days, respectively. C statistics and area under the receiver operating characteristic curve were used to assess the accuracy of the models. RESULTS Overall, 16.21% (5932 of 36 114) of patients had stroke recurrence during a median follow-up of 2.69 years. The most powerful predictors of stroke recurrence were time from previous stroke, Barthel Index, atrial fibrillation, dyslipidemia, age, diabetes, and sex, which were used to create a simplified model with similar performance, together with modifiable vascular risk factors (glycemia, body mass index, high blood pressure, cholesterol, tobacco dependence, and alcohol abuse). The areas under the receiver operating characteristic curve were 0.76 (95% CI, 0.74-0.77), 0.60 (95% CI, 0.58-0.61), and 0.71 (95% CI, 0.69-0.72) for early, late, and long-term recurrence risk, respectively. The areas under the receiver operating characteristic curve of the Cox risk class probability were 0.73 (95% CI, 0.72-0.75), 0.59 (95% CI, 0.57-0.61), and 0.67 (95% CI, 0.66-0.70); machine learning approaches (random forest and AdaBoost) showed statistically significant improvement (P<0.05) over the Cox model for the 3 recurrence time periods. Stroke recurrence curves can be simulated for each patient under different degrees of control of modifiable factors. CONCLUSIONS PRERISK is a novel approach that provides a personalized and fairly accurate risk prediction of stroke recurrence over time. The model has the potential to incorporate dynamic control of risk factors.
Collapse
Affiliation(s)
- Giorgio Colangelo
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Nora Health, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., E.M.)
| | - Marc Ribo
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Estefanía Montiel
- Nora Health, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., E.M.)
| | - Didier Dominguez
- Programa d'Analítica de Dades per a la Recerca i la Innovació en Salut, Agència de Qualitat i Avaluació Sanitàries de Catalunya, Departament de Salut, Generalitat de Catalunya, Carrer de Roc Boronat, Barcelona, Spain (D.D.)
| | - Marta Olivé-Gadea
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Marian Muchada
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Álvaro Garcia-Tornel
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Manuel Requena
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Jorge Pagola
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Jesús Juega
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - David Rodriguez-Luna
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Noelia Rodriguez-Villatoro
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Federica Rizzo
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Belén Taborda
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Carlos A Molina
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| | - Marta Rubiera
- Vall d'Hebron Research Institute, Passeig de la Vall d'Hebron, Barcelona, Spain (G.C., M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
- Hospital Universitari Vall d'Hebron, Stroke Unit, Neurology Department, Passeig de la Vall d'Hebron, Barcelona, Spain (M. Ribo, M.O.-G., M.M., Á.G.-T., M. Requena, J.P., J.J., D.R.-L., N.R.-V., F.R., B.T., C.A.M., M. Rubiera)
| |
Collapse
|
9
|
Finch E, Coleman A, Cameron A, Moro C. Utilising interactive technology for stroke patient education: a systematic review. Disabil Rehabil Assist Technol 2024; 19:1236-1248. [PMID: 36622858 DOI: 10.1080/17483107.2022.2161649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 10/26/2022] [Accepted: 12/16/2022] [Indexed: 01/10/2023]
Abstract
PURPOSE As a leading cause of death and disability worldwide, how to effectively manage and prevent stroke is a key consideration for health care systems. Throughout the world stroke management recommendations include education; however, not all patients receive this intervention. Advances in technology have provided health professionals with a range of innovative, effective, and modern tools that may be useful in delivering stroke education. This study aimed to systematically review the current evidence for the use of interactive technology in stroke patient education, and whether this was effective for increasing patients' stroke knowledge and behaviours that lower stroke risk. METHODS AND MATERIALS The protocol was registered with PROSPERO (#225223) and a literature search undertaken in Embase (including MEDLINE and PubMed), PsycInfo and CINAHL from inception until August 2022. The Mixed Methods Appraisal Tool was used to assess the methodological quality of the included articles. RESULTS From an initial yield of 760 articles, 10 articles met the study inclusion criteria. The articles explored a range of interactive technologies, with none of them includes articles using the same technology. All of the articles reported at least one positive effect from the technology. Two articles reported on stroke incidence post-intervention. The methodological quality of the articles varied, but was largely medium to high. CONCLUSION The paucity of evidence highlights a need for future studies to provide insights into the benefits of quality interactive technology-based stroke education and to identify options for optimal delivery modes in stroke education.
Collapse
Affiliation(s)
- Emma Finch
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
- Speech Pathology Department, Princess Alexandra Hospital, Metro South Health, Brisbane, Australia
- Centre for Functioning and Health Research, Metro South Health, Brisbane, Australia
| | - Adele Coleman
- Speech Pathology Department, Princess Alexandra Hospital, Metro South Health, Brisbane, Australia
- Centre for Functioning and Health Research, Metro South Health, Brisbane, Australia
| | - Ashley Cameron
- Speech Pathology Department, Princess Alexandra Hospital, Metro South Health, Brisbane, Australia
- Clinical Support Services, Metro South Health, Brisbane, Australia
| | - Christian Moro
- Faculty of Health Sciences and Medicine, Bond University, Gold Coast, Australia
| |
Collapse
|
10
|
Rodríguez I, Gramegna LL, Requena M, Rizzuti M, Elosua I, Mayol J, Olivé-Gadea M, Diana F, Rodrigo-Gisbert M, Muchada M, Rivera E, García-Tornel Á, Rizzo F, De Dios M, Rodríguez-Luna D, Piñana C, Pagola J, Hernández D, Juega J, Rodríguez N, Quintana M, Molina C, Ribo M, Tomasello A. Safety and efficacy of early carotid artery stenting in patients with symptomatic stenosis. Interv Neuroradiol 2024:15910199241239204. [PMID: 38515363 PMCID: PMC11571135 DOI: 10.1177/15910199241239204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 02/26/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Symptomatic carotid artery stenosis is a significant contributor to ischemic strokes. Carotid artery stenting (CAS) is usually indicated for secondary stroke prevention. This study evaluates the safety and efficacy of CAS performed within a short time frame from symptom onset. METHODS We conducted a single-center, retrospective study of consecutive patients who underwent CAS for symptomatic carotid stenosis within eight days of symptom onset from July 2019 to January 2022. Data on demographics, medical history, procedural details, and follow-up outcomes were analyzed. The primary outcome measure was the recurrence of the stroke within the first month post-procedure. Secondary outcomes included mortality, the rate of intra-procedural complications, and hyperperfusion syndrome. RESULTS We included 93 patients with a mean age of 71.7 ± 11.7 years. The median time from symptom onset to CAS was 96 h. The rate of stroke recurrence was 5.4% in the first month, with a significant association between the number of stents used and increased recurrence risk. Mortality within the first month was 3.2%, with an overall mortality rate of 11.8% after a median follow-up of 19 months. Intra-procedural complications were present in five (5.4%) cases and were related to the number of stents used (p = 0.002) and post-procedural angioplasty (p = 0.045). Hyperperfusion syndrome occurred in 3.2% of cases. CONCLUSION Early CAS within the high-risk window post-symptom onset is a viable secondary stroke prevention strategy in patients with symptomatic carotid artery stenosis. The procedure rate of complication is acceptable, with a low recurrence of stroke. However, further careful selection of patients for this procedural strategy is crucial to optimize outcomes.
Collapse
Affiliation(s)
- Isabel Rodríguez
- Interventional Neuroradiology Unit, Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
| | - Laura Ludovica Gramegna
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Manuel Requena
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Department of Radiology, Interventional Neuroradiology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | | | - Iker Elosua
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Jordi Mayol
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Marta Olivé-Gadea
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Francesco Diana
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Department of Radiology, Interventional Neuroradiology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Marc Rodrigo-Gisbert
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Marián Muchada
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Eila Rivera
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Álvaro García-Tornel
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Federica Rizzo
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Marta De Dios
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Department of Radiology, Interventional Neuroradiology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - David Rodríguez-Luna
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Carlos Piñana
- Interventional Radiology, Hospital Clínico Valencia, Barcelona, Spain
| | - Jorge Pagola
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - David Hernández
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Department of Radiology, Interventional Neuroradiology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Jesús Juega
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Noelia Rodríguez
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Manuel Quintana
- Epilepsy Unit, Department of Neurology, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Carlos Molina
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Marc Ribo
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Stroke Unit, Department of Neurology, Hospital Universitari Vall d’Hebron Barcelona Spain, Barcelona, Spain
| | - Alejandro Tomasello
- Vall d’Hebron Institut de Recerca, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Department of Radiology, Interventional Neuroradiology Section, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| |
Collapse
|
11
|
Sagris D, Ntaios G, Milionis H. Beyond antithrombotics: recent advances in pharmacological risk factor management for secondary stroke prevention. J Neurol Neurosurg Psychiatry 2024; 95:264-272. [PMID: 37775267 DOI: 10.1136/jnnp-2022-329149] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 08/25/2023] [Indexed: 10/01/2023]
Abstract
Patients with ischaemic stroke represent a diverse group with several cardiovascular risk factors and comorbidities, which classify them as patients at very high risk of stroke recurrence, cardiovascular adverse events or death. In addition to antithrombotic therapy, which is important for secondary stroke prevention in most patients with stroke, cardiovascular risk factor assessment and treatment also contribute significantly to the reduction of mortality and morbidity. Dyslipidaemia, diabetes mellitus and hypertension represent common and important modifiable cardiovascular risk factors among patients with stroke, while early recognition and treatment may have a significant impact on patients' future risk of major cardiovascular events. In recent years, there have been numerous advancements in pharmacological agents aimed at secondary cardiovascular prevention. These innovations, combined with enhanced awareness and interventions targeting adherence and persistence to treatment, as well as lifestyle modifications, have the potential to substantially alleviate the burden of cardiovascular disease, particularly in patients who have experienced ischaemic strokes. This review summarises the evidence on the contemporary advances on pharmacological treatment and future perspectives of secondary stroke prevention beyond antithrombotic treatment.
Collapse
Affiliation(s)
- Dimitrios Sagris
- Department of Internal Medicine, University of Thessaly, Faculty of Medicine, Larissa, Greece
| | - George Ntaios
- Department of Internal Medicine, University of Thessaly, Faculty of Medicine, Larissa, Greece
| | - Haralampos Milionis
- Department of Internal Medicine, School of Health Sciences, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| |
Collapse
|
12
|
Cao W, Kadir AA, Tang W, Wang J, Yuan J, Hassan II. Effectiveness of mobile application interventions for stroke survivors: systematic review and meta-analysis. BMC Med Inform Decis Mak 2024; 24:6. [PMID: 38167316 PMCID: PMC10763083 DOI: 10.1186/s12911-023-02391-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 12/04/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Although smartphone usage is ubiquitous, and a vast amount of mobile applications have been developed for chronic diseases, mobile applications amongst stroke survivors remain unclear. OBJECTIVE This systematic review and meta-analysis aimed to determine the effectiveness of mobile applications on medication adherence, functional outcomes, cardiovascular risk factors, quality of life and knowledge on stroke in stroke survivors. METHODS A review of the literature was conducted using key search terms in PubMed, EMBASE, Cochrane and Web of Science databases until 16 March 2023 to identify eligible randomized controlled trials (RCTs) or controlled clinical trial (CCTs) of mobile application interventions among stroke survivors. Two reviewers independently screened the literature in accordance with the eligibility criteria and collected data from the articles included. Outcomes included medication adherence,functional outcomes,cardiovascular risk factors, quality of life,and knowledge of stroke. RESULTS Twenty-three studies involving 2983 participants across nine countries were included in this review. Sixteen trials involved health care professionals in app use, and seven trials reported measures to ensure app-based intervention adherence. Mobile applications targeting stroke survivors primarily encompassed three areas: rehabilitation, education and self-care. The participants in the studies primarily included young and middle-aged stroke survivors. Meta-analysis results demonstrated that mobile application intervention significantly improved trunk control ability (mean differences [MD] 3.00, 95% CI [1.80 to 4.20]; P < 0.00001), Fugl-Meyer assessment of upper extremity (MD 9.81, 95% CI [8.72 to 10.90]; P < 0.00001), low-density lipoprotein cholesterol (MD - 0.33, 95% CI [- 0.54 to - 0.11]; P = 0.003) and glycosylated haemoglobin A1c (HbA1c)<7 levels (MD 1.95, 95% CI [1.17 to 3.25]; P = 0.01). However, the mobile application intervention did not differ significantly in medication adherence, 10-min walk test (10 MWT), Barthel index, systolic blood pressure, diastolic blood pressure, high-density lipoprotein cholesterol, body mass index, smoking, health-related quality of life and knowledge of stroke. CONCLUSION Our study suggested that mobile application interventions may have a potential benefit to stroke survivors, but clinical effectiveness should be established. More studies using rigorous designs are warranted to understand their usefulness. Future research should also involve more older adult stroke survivors.
Collapse
Affiliation(s)
- Wenjing Cao
- Xiangnan University, Chenzhou, Hunan Province, China
- School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang, Kerian, 16150, Malaysia, Kelantan
| | - Azidah Abdul Kadir
- Department of Family Medicine, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, 16150, Malaysia, Kelantan
| | - Wenzhen Tang
- School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang, Kerian, 16150, Malaysia, Kelantan
| | - Juan Wang
- Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Jiamu Yuan
- Xiangnan University, Chenzhou, Hunan Province, China
| | - Intan Idiana Hassan
- School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang, Kerian, 16150, Malaysia, Kelantan.
| |
Collapse
|
13
|
Makhmudova U, Wolf M, Willfeld K, Beier L, Weingärtner O. [Primary and secondary prevention in hypercholesterolemia: differences relevant to patient care in the PROCYON trial]. Dtsch Med Wochenschr 2023; 148:e101-e110. [PMID: 37604168 PMCID: PMC10946085 DOI: 10.1055/a-2117-6504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
BACKGROUND Cardiovascular disease accounts for one third of deaths in Germany. Elevated levels of low-density lipoprotein cholesterol (LDL-C) are considered a major risk factor. Lowering LDL-C levels is therefore an integral part of the prevention of cardiovascular events. METHODS The aim of this work is to identify potential differences between primary prevention (PP) and secondary prevention (SP) by means of a post-hoc comparison of cross-sectional data from the PROCYON survey. Medical history, concomitant diseases, adherence, and disease awareness in relation to hypercholesterolemia were queried. RESULTS 5,494 patients had participated in the survey (PP: 3,798; SP: 1,696). Comparison of the results showed a numerically higher proportion of women (PP 70.7% vs. SP 42.5%) as well as more frequent comorbidities such as hypertension (PP 45.6% vs. SP 61.0%), obesity (PP 20.9% vs. SP 27.4%), and type 2 diabetes mellitus (PP 14.1% vs. SP 23.8%). In primary prevention, hypercholesterolemia was most often diagnosed during screening (PP 74.6%), and in secondary prevention, the diagnosis was most often made during cardiovascular-related hospitalization (SP 58.0%). A cardiologist was consulted by 16.3% (PP) and 54.0% (SP) of patients, respectively. At least semiannual LDL-C checks (PP 46.8% vs. SP 77.9%) and drug intervention (PP 43.0% vs. SP 87.0%) were more frequent in the secondary prevention group. In addition, differences in the implementation of lifestyle changes, improvement of LDL-C levels, adjustment of therapy as well as adherence, treatment satisfaction and patient knowledge were observed. CONCLUSION The comparison of primary and secondary prevention from the PROCYON survey shows overall better utilization of treatment options and higher intensity of care in the secondary prevention group. However, there is still great potential for improvement in both groups to ensure efficient prevention of cardiovascular events.
Collapse
Affiliation(s)
| | - Michaela Wolf
- Cholesterin & Co e. V.: Patientenorganisation für Patienten mit Familiärer Hypercholesterinämie oder anderen schweren genetischen Fettstoffwechselstörungen (CholCo e. V.), Frankfurt/M
| | | | | | | |
Collapse
|
14
|
Triantafyllidis A, Segkouli S, Zygouris S, Michailidou C, Avgerinakis K, Fappa E, Vassiliades S, Bougea A, Papagiannakis N, Katakis I, Mathioudis E, Sorici A, Bajenaru L, Tageo V, Camonita F, Magga-Nteve C, Vrochidis S, Pedullà L, Brichetto G, Tsakanikas P, Votis K, Tzovaras D. Mobile App Interventions for Parkinson's Disease, Multiple Sclerosis and Stroke: A Systematic Literature Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:3396. [PMID: 37050456 PMCID: PMC10098868 DOI: 10.3390/s23073396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/19/2023] [Accepted: 03/21/2023] [Indexed: 06/19/2023]
Abstract
Central nervous system diseases (CNSDs) lead to significant disability worldwide. Mobile app interventions have recently shown the potential to facilitate monitoring and medical management of patients with CNSDs. In this direction, the characteristics of the mobile apps used in research studies and their level of clinical effectiveness need to be explored in order to advance the multidisciplinary research required in the field of mobile app interventions for CNSDs. A systematic review of mobile app interventions for three major CNSDs, i.e., Parkinson's disease (PD), multiple sclerosis (MS), and stroke, which impose significant burden on people and health care systems around the globe, is presented. A literature search in the bibliographic databases of PubMed and Scopus was performed. Identified studies were assessed in terms of quality, and synthesized according to target disease, mobile app characteristics, study design and outcomes. Overall, 21 studies were included in the review. A total of 3 studies targeted PD (14%), 4 studies targeted MS (19%), and 14 studies targeted stroke (67%). Most studies presented a weak-to-moderate methodological quality. Study samples were small, with 15 studies (71%) including less than 50 participants, and only 4 studies (19%) reporting a study duration of 6 months or more. The majority of the mobile apps focused on exercise and physical rehabilitation. In total, 16 studies (76%) reported positive outcomes related to physical activity and motor function, cognition, quality of life, and education, whereas 5 studies (24%) clearly reported no difference compared to usual care. Mobile app interventions are promising to improve outcomes concerning patient's physical activity, motor ability, cognition, quality of life and education for patients with PD, MS, and Stroke. However, rigorous studies are required to demonstrate robust evidence of their clinical effectiveness.
Collapse
Affiliation(s)
- Andreas Triantafyllidis
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
| | - Sofia Segkouli
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
| | - Stelios Zygouris
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
- Department of Psychology, University of Western Macedonia, 53100 Florina, Greece
| | | | | | | | | | - Anastasia Bougea
- Eginition Hospital, 1st Department of Neurology, Medical School, National and Kapodistrian University of Athens, 15772 Athens, Greece
| | - Nikos Papagiannakis
- Eginition Hospital, 1st Department of Neurology, Medical School, National and Kapodistrian University of Athens, 15772 Athens, Greece
| | - Ioannis Katakis
- Department of Computer Science, School of Sciences and Engineering, University of Nicosia, 2417 Nicosia, Cyprus
| | - Evangelos Mathioudis
- Department of Computer Science, School of Sciences and Engineering, University of Nicosia, 2417 Nicosia, Cyprus
| | - Alexandru Sorici
- Department of Computer Science, University Politechnica of Bucharest, 060042 Bucharest, Romania
| | - Lidia Bajenaru
- Department of Computer Science, University Politechnica of Bucharest, 060042 Bucharest, Romania
| | | | | | - Christoniki Magga-Nteve
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
| | - Stefanos Vrochidis
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
| | | | | | - Panagiotis Tsakanikas
- Institute of Communication and Computer Systems, National Technical University of Athens, 10682 Athens, Greece
| | - Konstantinos Votis
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
| | - Dimitrios Tzovaras
- Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thermi, Greece
| |
Collapse
|
15
|
Szeto SG, Wan H, Alavinia M, Dukelow S, MacNeill H. Effect of mobile application types on stroke rehabilitation: a systematic review. J Neuroeng Rehabil 2023; 20:12. [PMID: 36694257 PMCID: PMC9872745 DOI: 10.1186/s12984-023-01124-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 01/07/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Stroke is a significant contributor of worldwide disability and morbidity with substantial economic consequences. Rehabilitation is a vital component of stroke recovery, but inpatient stroke rehabilitation programs can struggle to meet the recommended hours of therapy per day outlined by the Canadian Stroke Best Practices and American Heart Association. Mobile applications (apps) are an emerging technology which may help bridge this deficit, however this area is understudied. The purpose of this study is to review the effect of mobile apps for stroke rehabilitation on stroke impairments and functional outcomes. Specifically, this paper will delve into the impact of varying mobile app types on stroke rehabilitation. METHODS This systematic review included 29 studies: 11 randomized control trials and 18 quasi-experimental studies. Data extrapolation mapped 5 mobile app types (therapy apps, education apps, rehab videos, reminders, and a combination of rehab videos with reminders) to stroke deficits (motor paresis, aphasia, neglect), adherence to exercise, activities of daily living (ADLs), quality of life, secondary stroke prevention, and depression and anxiety. RESULTS There were multiple studies supporting the use of therapy apps for motor paresis or aphasia, rehab videos for exercise adherence, and reminders for exercise adherence. For permutations involving other app types with stroke deficits or functional outcomes (adherence to exercise, ADLs, quality of life, secondary stroke prevention, depression and anxiety), the results were either non-significant or limited by a paucity of studies. CONCLUSION Mobile apps demonstrate potential to assist with stroke recovery and augment face to face rehabilitation, however, development of a mobile app should be carefully planned when targeting specific stroke deficits or functional outcomes. This study found that mobile app types which mimicked principles of effective face-to-face therapy (massed practice, task-specific practice, goal-oriented practice, multisensory stimulation, rhythmic cueing, feedback, social interaction, and constraint-induced therapy) and education (interactivity, feedback, repetition, practice exercises, social learning) had the greatest benefits. Protocol registration PROPSERO (ID CRD42021186534). Registered 21 February 2021.
Collapse
Affiliation(s)
- Stephen G. Szeto
- grid.17063.330000 0001 2157 2938Division of Physical Medicine & Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada ,grid.231844.80000 0004 0474 0428UHN Toronto Rehab Institute, 550 University Avenue, Toronto, ON M5G 2A2 Canada
| | - Hoyee Wan
- grid.17063.330000 0001 2157 2938Division of Plastic, Reconstructive, and Aesthetic Surgery, University of Toronto, Toronto, Canada
| | - Mohammad Alavinia
- grid.17063.330000 0001 2157 2938Division of Physical Medicine & Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada
| | - Sean Dukelow
- grid.22072.350000 0004 1936 7697Division of Physical Medicine & Rehabilitation, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Heather MacNeill
- grid.17063.330000 0001 2157 2938Division of Physical Medicine & Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada ,grid.492573.e0000 0004 6477 6457Physical Medicine & Rehabilitation, Hennick Bridgepoint Hospital, Sinai Health System, Toronto, Canada
| |
Collapse
|
16
|
Makhmudova U, Wolf M, Willfeld K, Beier L, Weingärtner O. Different Perspectives of Patients and Physicians on LDL-C Target Achievement in the Treatment of Hypercholesterolemia: Results on Secondary Prevention from the German PROCYON Survey. Adv Ther 2023; 40:460-473. [PMID: 36355313 PMCID: PMC9898401 DOI: 10.1007/s12325-022-02357-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 10/12/2022] [Indexed: 11/12/2022]
Abstract
AIMS Low-density lipoprotein cholesterol (LDL-C) reduction in hypercholesterolemia patients at very high cardiovascular (CV) risk is essential in preventing future CV events. The objective was to assess the perception on hypercholesterolemia management in secondary prevention in Germany. METHODS PROCYON was a two-part online survey, including a patient questionnaire as well as a physician questionnaire. RESULTS A total of 109 general practitioners, internists, and cardiologists participated. The current ESC/EAS recommendation for high-risk patients is followed by 19.3% of the physicians. The majority (80.7%) reported an LDL-C target failure rate of at least 30%. More than two thirds (71.6%) have stated treating less than half of their patients with the maximum approved statin dose. The survey included 1696 secondary prevention patients. The majority (86.7%) consult their general practitioner for hypercholesterolemia; 54.0% consult a cardiologist (multiple answers allowed). Most patients (87.0%) were receiving lipid-lowering medication. Among these, 800 (54.2%) reported improved LDL-C levels since diagnosis, 569 (38.6%) reported no improvement, and 106 (7.2%) had no information. Of the treated patients with (N' = 800) and without (N' = 569) improvement, 34.3% vs. 37.3% were on their initial drug and dose, 24.8% vs. 23.7% received multiple drug therapy, 48.9% vs. 48.9% reported a dose change, and 16.1% vs. 14.2% had discontinued at least one drug (multiple answers). Disease knowledge was rated as good or very good by 29.8% of patients. CONCLUSION PROCYON demonstrated insufficient ESC/EAS guideline implementation regarding target levels and therapeutic escalation strategies. Furthermore, a lack of specialist involvement and patient education was identified.
Collapse
Affiliation(s)
- Umidakhon Makhmudova
- grid.275559.90000 0000 8517 6224Klinik Für Innere Medizin I, Universitätsklinikum Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Michaela Wolf
- Cholesterin & Co E. V.: Patientenorganisation Für Patienten Mit Familiärer Hypercholesterinämie Oder Anderen Schweren Genetischen Fettstoffwechselstörungen (CholCo), Frankfurt/M., Germany
| | - Kathy Willfeld
- grid.467675.10000 0004 0629 4302Novartis Pharma GmbH, Nuremberg, Germany
| | - Lea Beier
- grid.467675.10000 0004 0629 4302Novartis Pharma GmbH, Nuremberg, Germany
| | - Oliver Weingärtner
- Klinik Für Innere Medizin I, Universitätsklinikum Jena, Am Klinikum 1, 07747, Jena, Germany.
| |
Collapse
|
17
|
Barreira Díaz A, Rando A, Feliu-Prius A, Palom A, Rodríguez-Frías F, Vargas-Accarino E, Vico-Romero J, Palomo N, Riveiro-Barciela M, Esteban R, Buti M. LINK-B: study protocol of a retrospective and prospective project for identification and linkage to care of people living with hepatitis B in a large health area of Barcelona. BMJ Open 2022; 12:e062680. [PMID: 36564118 PMCID: PMC9791384 DOI: 10.1136/bmjopen-2022-062680] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION An estimated 290 million people are living with hepatitis B virus (HBV) worldwide; in Spain, the prevalence of hepatitis B virus surface antigen (HBsAg) is 0.4%. In our setting, many HBsAg-positive individuals are not linked to care, which implies a barrier to receiving treatment and controlling the infection. The main objective of this project is to evaluate the performance of a programme designed to achieve appropriate linkage to specialist care of HBsAg-positive individuals, newly tested or previously tested and lost to follow-up. METHODS AND ANALYSIS This is a retrospective and prospective study in which all HBsAg-positive cases recorded in the microbiology database will be identified. The retrospective phase will include cases detected between 2018 and 2020, and the prospective phase will run from January 2021 to June 2022. The project will be carried out in a tertiary university hospital covering the northern health area of Barcelona with a catchment population of 450 000 inhabitants and 16 affiliated primary care centres. The central laboratory detects approximately 1200 HBsAg-positive individuals every year; therefore, we expect to identify around 4000 patients over the duration of the project. The medical records of HBsAg-positive individuals will be consulted to identify and retrieve those who have not been appropriately linked to care. Candidates will be contacted to offer specialist disease assessment and follow-up. A website will be created to provide HBV-related information to primary care physicians, and a mobile phone application will be available to patients to improve the linkage circuits and ensure follow-up continuity. ETHICS AND DISSEMINATION The Vall d'Hebrón Hospital Ethics Committee (PR(AG)201/2021) and the Spanish Agency of Medicines and Medical Devices approved this study. The findings will be disseminated through peer-reviewed publications and conference presentations. This programme could increase the number of HBsAg-positive individuals properly linked to care and achieve better HBV monitoring, which will have a positive impact on WHO's viral hepatitis elimination goals.
Collapse
Affiliation(s)
- Ana Barreira Díaz
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
- Medicine Department, Universitat Autonoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Ariadna Rando
- Microbiology Department, Hospital Universitario Vall de Hebrón, Barcelona, Spain
| | - Anna Feliu-Prius
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
- Medicine Department, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Adriana Palom
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
| | - Francisco Rodríguez-Frías
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Microbiology Department, Hospital Universitario Vall de Hebrón, Barcelona, Spain
| | - Elena Vargas-Accarino
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
- Medicine Department, Universitat Autonoma de Barcelona, Barcelona, Spain
| | | | - Nieves Palomo
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
| | - Mar Riveiro-Barciela
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
- Medicine Department, Universitat Autonoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Rafael Esteban
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Maria Buti
- Liver Unit, Hospital Unversitario Vall de Hebrón, Barcelona, Spain
- Medicine Department, Universitat Autonoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
18
|
Sanchez-Gavilan E, Montiel E, Baladas M, Lallanas S, Aurin E, Watson C, Gutierrez M, Cossio Y, Ribo M, Molina CA, Rubiera M. Added value of patient-reported outcome measures (PROMs) after an acute stroke and early predictors of 90 days PROMs. J Patient Rep Outcomes 2022; 6:66. [PMID: 35695977 PMCID: PMC9192861 DOI: 10.1186/s41687-022-00472-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 05/26/2022] [Indexed: 11/24/2022] Open
Abstract
Introduction Value-based health care represents a patient-centered approach by valuing Patient-Reported Outcome Measures (PROMs). Our aim was to describe the additional value of PROMs after an acute stroke over conventional outcome measures and to identify early predictors of poor PROMs.
Methods Acute stroke patients discharged from a tertiary care hospital followed by a web/phone-based PROMs collection program in the post hospitalization phase. Main PROMs involve anxiety and depression (HADS) (each defined by HADS ≥ 10) and global physical (PHY-) and mental (M-) health (PROMIS-10). PROMIS cut-off raw values of normality were: PHY-PROMIS ≥ 13 and M-PROMIS ≥ 11. An overall health status (OHS) from 0 to 100 was also determined. PROMs related to the different modified Rankin Scale (mRS) grades were defined. Early predictors of PROMs were evaluated. Results We included 1321 stroke patients, mean age 75 (± 8.6) and 55.7% male; 77.7% returned home. Despite a favorable mRS at 3 months (< 3), a relevant rate of patients considered without symptoms or with mild disability showed unfavorable results in the measured PROMs (8% unfavorable OHS, 15% HAD-depression, 12.1% HAD-anxiety, 28.7% unfavorable M-PROMIS and 33.1% unfavorable PHY-PROMIS results). Along follow-up, only PHY-PROMIS and OHS showed significant improvement (p < 0.01 and 0.03, respectively). The multivariate analysis including discharge variables showed that female sex, higher discharge mRS and discharge to socio-rehabilitation-center (SRC) were independent predictors of unfavorable results in PROMs (p < 0.01). When adding 7 days PROMs results, they emerged as the strongest predictors of 3 months PROMs. Conclusions A high proportion of stroke patients show unfavorable results in PROMs at 3 months, even those with favorable mRS, and most results obtained by PROMs during follow-up continued to indicate alterations. Female sex, mRS and discharge to SRC predicted unfavorable results in PROMs, but the strongest predictors of 3 months PROMs were the results of the 7 days PROMs.
Collapse
|
19
|
Barrios V, Cinza-Sanjurjo S, García-Alegría J, Freixa-Pamias R, Llordachs-Marques F, Molina CA, Santamaría A, Vivas D, Suárez Fernandez C. Role of telemedicine in the management of oral anticoagulation in atrial fibrillation: a practical clinical approach. Future Cardiol 2022; 18:743-754. [PMID: 35822847 DOI: 10.2217/fca-2022-0044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Compared with face-to-face consultations, telemedicine has many advantages, including more efficient use of healthcare resources, partial relief of the burden of care, reduced exposure to COVID-19, treatment adjustment, organization of more efficient healthcare circuits and patient empowerment. Ensuring optimal anticoagulation in atrial fibrillation patients is mandatory if we want to reduce the thromboembolic risk. Of note, telemedicine is an excellent option for the long-term management of atrial fibrillation patients. Moreover, direct oral anticoagulants may provide an added value in telemedicine (versus vitamin K antagonists), as it is not necessary to monitor anticoagulant effect or make continuous dosage adjustments. In this multidisciplinary consensus document, the role of telemedicine in anticoagulation of this population is discussed and practical recommendations are provided.
Collapse
Affiliation(s)
- Vivencio Barrios
- Department of Cardiology, Ramón y Cajal University Hospital, Alcalá University, Madrid, Spain
| | - Sergio Cinza-Sanjurjo
- Family Medicine, Porto do Son Health Center, Santiago de Compostela Health Area, A Coruña, Spain
| | | | - Román Freixa-Pamias
- Department of Cardiology, Moisés Broggi Hospital, Sant Joan Despí, Barcelona, Spain
| | - Frederic Llordachs-Marques
- Expert consultant in E-Health/Telemedicine, Founder at Doctoralia and CEO at Doctomatic, Barcelona, Spain
| | - Carlos A Molina
- Department of Neurology, Stroke Unit, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Amparo Santamaría
- Department of Hematology, Vinalopó University Hospital, Alicante, Spain
| | - David Vivas
- Department of Cardiology, San Carlos Hospital, Madrid, Spain
| | | |
Collapse
|
20
|
Patterson K, Davey R, Keegan R, Kunstler B, Woodward A, Freene N. Behaviour change techniques in cardiovascular disease smartphone apps to improve physical activity and sedentary behaviour: Systematic review and meta-regression. Int J Behav Nutr Phys Act 2022; 19:81. [PMID: 35799263 PMCID: PMC9261070 DOI: 10.1186/s12966-022-01319-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 06/02/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Smartphone apps are increasingly used to deliver physical activity and sedentary behaviour interventions for people with cardiovascular disease. However, the active components of these interventions which aim to change behaviours are unclear. AIMS To identify behaviour change techniques used in smartphone app interventions for improving physical activity and sedentary behaviour in people with cardiovascular disease. Secondly, to investigate the association of the identified techniques on improving these behaviours. METHODS Six databases (Medline, CINAHL Plus, Cochrane Library, SCOPUS, Sports Discus, EMBASE) were searched from 2007 to October 2020. Eligible studies used a smartphone app intervention for people with cardiovascular disease and reported a physical activity and/or sedentary behaviour outcome. The behaviour change techniques used within the apps for physical activity and/or sedentary behaviour were coded using the Behaviour Change Technique Taxonomy (v1). The association of behaviour change techniques on physical activity outcomes were explored through meta-regression. RESULTS Forty behaviour change techniques were identified across the 19 included app-based interventions. Only two studies reported the behaviour change techniques used to target sedentary behaviour change. The most frequently used techniques for sedentary behaviour and physical activity were habit reversal and self-monitoring of behaviour respectively. In univariable analyses, action planning (β =0.42, 90%CrI 0.07-0.78) and graded tasks (β =0.33, 90%CrI -0.04-0.67) each had medium positive associations with increasing physical activity. Participants in interventions that used either self-monitoring outcome(s) of behaviour (i.e. outcomes other than physical activity) (β = - 0.47, 90%CrI -0.79--0.16), biofeedback (β = - 0.47, 90%CrI -0.81--0.15) and information about health consequences (β = - 0.42, 90%CrI -0.74--0.07) as behaviour change techniques, appeared to do less physical activity. In the multivariable model, these predictors were not clearly removed from zero. CONCLUSION The behaviour change techniques action planning and graded tasks are good candidates for causal testing in future experimental smartphone app designs.
Collapse
Affiliation(s)
- Kacie Patterson
- Health Research Institute, University of Canberra, Bruce, ACT, 2617, Australia.
| | - Rachel Davey
- Health Research Institute, University of Canberra, Bruce, ACT, 2617, Australia
| | - Richard Keegan
- Research Institute for Sports and Exercise (UCRISE), Faculty of Health, University of Canberra, Bruce, ACT, 2617, Australia
| | - Brea Kunstler
- BehaviourWorks Australia, Monash University, Clayton, Victoria, 3168, Australia
| | - Andrew Woodward
- Faculty of Health, University of Canberra, Bruce, ACT, 2617, Australia
| | - Nicole Freene
- Health Research Institute, University of Canberra, Bruce, ACT, 2617, Australia
- Physiotherapy, Faculty of Health, University of Canberra, Bruce, ACT, 2617, Australia
| |
Collapse
|
21
|
Singh H, Tang T, Steele Gray C, Kokorelias K, Thombs R, Plett D, Heffernan M, Jarach CM, Armas A, Law S, Cunningham HV, Nie JX, Ellen ME, Thavorn K, Nelson MLA. Recommendations for the Design and Delivery of Transitions-Focused Digital Health Interventions: Rapid Review. JMIR Aging 2022; 5:e35929. [PMID: 35587874 PMCID: PMC9164100 DOI: 10.2196/35929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 04/06/2022] [Indexed: 12/02/2022] Open
Abstract
Background Older adults experience a high risk of adverse events during hospital-to-home transitions. Implementation barriers have prevented widespread clinical uptake of the various digital health technologies that aim to support hospital-to-home transitions. Objective To guide the development of a digital health intervention to support transitions from hospital to home (the Digital Bridge intervention), the specific objectives of this review were to describe the various roles and functions of health care providers supporting hospital-to-home transitions for older adults, allowing future technologies to be more targeted to support their work; describe the types of digital health interventions used to facilitate the transition from hospital to home for older adults and elucidate how these interventions support the roles and functions of providers; describe the lessons learned from the design and implementation of these interventions; and identify opportunities to improve the fit between technology and provider functions within the Digital Bridge intervention and other transition-focused digital health interventions. Methods This 2-phase rapid review involved a selective review of providers’ roles and their functions during hospital-to-home transitions (phase 1) and a structured literature review on digital health interventions used to support older adults’ hospital-to-home transitions (phase 2). During the analysis, the technology functions identified in phase 2 were linked to the provider roles and functions identified in phase 1. Results In phase 1, various provider roles were identified that facilitated hospital-to-home transitions, including navigation-specific roles and the roles of nurses and physicians. The key transition functions performed by providers were related to the 3 categories of continuity of care (ie, informational, management, and relational continuity). Phase 2, included articles (n=142) that reported digital health interventions targeting various medical conditions or groups. Most digital health interventions supported management continuity (eg, follow-up, assessment, and monitoring of patients’ status after hospital discharge), whereas informational and relational continuity were the least supported. The lessons learned from the interventions were categorized into technology- and research-related challenges and opportunities and informed several recommendations to guide the design of transition-focused digital health interventions. Conclusions This review highlights the need for Digital Bridge and other digital health interventions to align the design and delivery of digital health interventions with provider functions, design and test interventions with older adults, and examine multilevel outcomes. International Registered Report Identifier (IRRID) RR2-10.1136/bmjopen-2020-045596
Collapse
Affiliation(s)
- Hardeep Singh
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,March of Dimes Canada, Toronto, ON, Canada.,Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Terence Tang
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Carolyn Steele Gray
- Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Kristina Kokorelias
- St. John's Rehab Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Rachel Thombs
- Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - Donna Plett
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Matthew Heffernan
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Carlotta M Jarach
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Alana Armas
- March of Dimes Canada, Toronto, ON, Canada.,Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - Susan Law
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | | | - Jason Xin Nie
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | - Moriah E Ellen
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Department of Health Policy and Management, Guilford Glazer Faculty of Business and Management and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Kednapa Thavorn
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Michelle LA Nelson
- March of Dimes Canada, Toronto, ON, Canada.,Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
22
|
Salgueiro C, Urrútia G, Cabanas-Valdés R. Influence of Core-Stability Exercises Guided by a Telerehabilitation App on Trunk Performance, Balance and Gait Performance in Chronic Stroke Survivors: A Preliminary Randomized Controlled Trial. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:5689. [PMID: 35565084 PMCID: PMC9101754 DOI: 10.3390/ijerph19095689] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 05/02/2022] [Accepted: 05/05/2022] [Indexed: 12/21/2022]
Abstract
Stroke is one of the main causes of disability. Telerehabilitation could face the growing demand and a good strategy for post-stroke rehabilitation. The aim of this study is to examine the possible effects of therapeutic exercises performed by an App on trunk control, balance, and gait in stroke survivors. A preliminary 12-week randomized controlled trial was developed. Thirty chronic stroke survivors were randomly allocated into two groups. Both groups performed conventional physiotherapy, in addition to, the experimental group (EG) had access to a telerehabilitation App to guide home-based core-stability exercises (CSE). Trunk performance was measured with the Spanish-Trunk Impairment Scale (S-TIS 2.0) and Spanish-Function in Sitting Test. Balance and gait were measured with Spanish-Postural Assessment Scale for Stroke patient, Berg Balance Scale and an accelerometer system. In EG was observed an improvement of 2.76 points in S-TIS 2.0 (p = 0.001). Small differences were observed in balance and gait. Adherence to the use of the App was low. CSE guided by a telerehabilitation App, combined with conventional physiotherapy, seem to improve trunk function and sitting balance in chronic post-stroke. Active participation in the rehabilitation process should be increased among stroke survivors. Further confirmatory studies are necessary with a large sample size.
Collapse
Affiliation(s)
- Carina Salgueiro
- Physiotherapy Department, Faculty of Medicine and Health Science Campus Sant Cugat, Universitat Internacional de Catalunya, 08195 Barcelona, Spain;
| | - Gerard Urrútia
- Institut d’Investigació Biomèdica Sant Pau (IIB Sant Pau), CIBER de Epidemiología y Salud Pública (CIBERESP), 08025 Barcelona, Spain;
| | - Rosa Cabanas-Valdés
- Physiotherapy Department, Faculty of Medicine and Health Science Campus Sant Cugat, Universitat Internacional de Catalunya, 08195 Barcelona, Spain;
| |
Collapse
|
23
|
Cano D, Montiel E, Baladas M, Sanchez-Gavilan E, Paredes C, Rubiera M, Requena M, Muchada M, Olive Gadea M, Garcia-Tornel A, Molina CA, Ribo M. Patient-reported outcome measures after thrombectomy in patients with acute stroke: fine-tuning the modified Rankin Scale. J Neurointerv Surg 2022:neurintsurg-2022-018840. [PMID: 35508380 DOI: 10.1136/neurintsurg-2022-018840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/22/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND In patients with stroke undergoing endovascular treatment (EVT), long-term outcome is usually only evaluated by the modified Rankin Scale (mRS). Patient-reported outcomes (PROMs) are standardized assessments that consider clinical outcomes from the perspective of the patient. We aimed to evaluate PROMs through a smartphone-based communication platform in patients with stroke who received EVT. METHODS Consecutive patients with stroke who underwent EVT were offered to participate in the PROMs-through-App program (NORA). A set of standardized PROMs were collected at 7, 30 and 90 days after discharge. Disability was determined by clinicians (mRS) at 90 days. To characterize the potential ceiling effect of mRS in the assessment of different domains, the rate of abnormal PROMs among patients with excellent outcome (mRS 0-1) was calculated. RESULTS From June 2020 to October 2021, 186 patients were included. The median PROMs collection rate per patient was 80% (50-100%). A correlation was consistently seen between disability measured by mRS and the different PROMs. The rate of abnormal PROMs ranged from 20.83% (HADS at 7 days) to 59.61% (Mental PROMIS at 7 days). At 90 days, among patients with an excellent outcome, the rate of abnormal PROMs ranged from 8.7% (HADS) to 47.83% (Physical PROMIS). CONCLUSIONS A specifically designed digital platform allows a high collection rate of PROMs among stroke patients who underwent EVT. The mRS score shows a ceiling effect and seems insufficient to fine-tune long-term clinical results. The use of PROMs may allow a better characterization of long-term outcome profiles after EVT.
Collapse
Affiliation(s)
- David Cano
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Estefanía Montiel
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Maria Baladas
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Esther Sanchez-Gavilan
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Carolina Paredes
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Marta Rubiera
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Manuel Requena
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Marian Muchada
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Marta Olive Gadea
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Alvaro Garcia-Tornel
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Carlos A Molina
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Marc Ribo
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| |
Collapse
|
24
|
Fruhwirth V, Berger L, Gattringer T, Fandler-Höfler S, Kneihsl M, Schwerdtfeger A, Weiss EM, Enzinger C, Pinter D. Evaluation of a Newly Developed Smartphone App for Risk Factor Management in Young Patients With Ischemic Stroke: A Pilot Study. Front Neurol 2022; 12:791545. [PMID: 35069420 PMCID: PMC8766760 DOI: 10.3389/fneur.2021.791545] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 11/23/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Efficient treatment of modifiable vascular risk factors decreases reoccurrence of ischemic stroke, which is of uttermost importance in younger patients. In this longitudinal pilot study, we thus assessed the effect of a newly developed smartphone app for risk factor management in such a cohort. Methods: The app conveys key facts about stroke, provides motivational support for a healthy lifestyle, and a reminder function for medication intake and blood pressure measurement. Between January 2019 and February 2020, we consecutively invited patients with ischemic stroke aged between 18 and 55 years to participate. Patients in the intervention group used the app between hospital discharge and 3-month follow-up. The control group received standard clinical care. Modifiable risk factors (physical activity, nutrition, alcohol consumption, smoking behavior, obesity, and hypertension) were assessed during the initial hospital stay and at a dedicated stroke outpatient department three months post-stroke. Results: The study cohort comprised 21 patients in the app intervention group (62% male; age = 41 ± 11 years; education = 12 ± 3 years) and 21 sex-, age- and education-matched control patients with a comparable stroke risk factor profile. Baseline stroke severity was comparable between groups (intervention: median NIHSS = 3; control: median NIHSS = 4; p = 0.604). Three months post-stroke, patients in the intervention group reported to be physically almost twice as active (13 ± 9 h/week) compared to controls (7 ± 5 h/week; p = 0.022). More intense app usage was strongly associated with higher physical activity (r = 0.60, p = 0.005) and lower consumption of unhealthy food (r = -0.51, p = 0.023). Smoking behavior (p = 0.001) and hypertension (p = 0.003) improved in all patients. Patients in the intervention group described better self-reported health-related quality of life three months post-stroke (p = 0.003). Conclusions: Specifically designed app interventions can be an easily to implement and cost-efficient approach to promote a healthier lifestyle in younger patients with a stroke.
Collapse
Affiliation(s)
- Viktoria Fruhwirth
- Department of Neurology, Medical University of Graz, Graz, Austria
- Research Unit for Neuronal Plasticity and Repair, Department of Neurology, Medical University of Graz, Graz, Austria
| | - Lisa Berger
- Research Unit for Neuronal Plasticity and Repair, Department of Neurology, Medical University of Graz, Graz, Austria
- Department of Neuropsychology - Neuroimaging, Institute of Psychology, University of Graz, Graz, Austria
| | - Thomas Gattringer
- Department of Neurology, Medical University of Graz, Graz, Austria
- Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
| | | | - Markus Kneihsl
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Andreas Schwerdtfeger
- Department of Health Psychology, Institute of Psychology, University of Graz, Graz, Austria
| | - Elisabeth Margarete Weiss
- Department of Clinical Psychology, Institute of Psychology, University of Innsbruck, Innsbruck, Austria
| | - Christian Enzinger
- Department of Neurology, Medical University of Graz, Graz, Austria
- Research Unit for Neuronal Plasticity and Repair, Department of Neurology, Medical University of Graz, Graz, Austria
- Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
| | - Daniela Pinter
- Department of Neurology, Medical University of Graz, Graz, Austria
- Research Unit for Neuronal Plasticity and Repair, Department of Neurology, Medical University of Graz, Graz, Austria
| |
Collapse
|
25
|
COVID-19 Follow-App. Mobile App-Based Monitoring of COVID-19 Patients after Hospital Discharge: A Single-Center, Open-Label, Randomized Clinical Trial. J Pers Med 2022; 12:jpm12010024. [PMID: 35055339 PMCID: PMC8777713 DOI: 10.3390/jpm12010024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/10/2021] [Accepted: 12/17/2021] [Indexed: 01/08/2023] Open
Abstract
Introduction: In the midst of a pandemic, apps can be used to provide close follow-up, ensure that patients are monitored at home, avoid excessive pressure on medical facilities, prevent the movement of people (both patients and health professionals), and reduce the risk of infection. Objective: To adapt and validate the use of a smartphone application for outpatient follow-up of COVID-19 patients after hospital discharge. Methods: We conducted an open-label clinical trial at Hospital Universitari Vall d’Hebron in Barcelona, Spain. Patients were randomly assigned in a 1:1 ratio to be followed by the Farmalarm app or by their primary care center. The primary endpoint was the reduction in the need for in-person return visits. Results: From 31 March to 4 May 2020, 150 patients were enrolled in the study at hospital discharge: 74 patients were randomized to the experimental group, and 76 to the control group. All patients in the control group and all except for six in the experimental group completed the study. During hospitalization, before study inclusion, all but 4 (97.3%) had viral pneumonia, 91 (60.7%) required supplemental oxygen, and 16 (10.7%) required intensive care unit (ICU) admission. COVID-19–related return visits to the emergency department were significantly higher in the control group (7.9% vs. 0%; p = 0.028) in the per-protocol analysis. Telephone consultations with the emergency department were performed by 12 (15.8%) patients in the control group and 0 (0%) in the experimental group (p < 0.001). Satisfaction with outpatient monitoring was rated higher by the experimental group (5 vs. 4 points; p < 0.001). Conclusions: Following COVID-19 hospital discharge, home follow-up via a mobile app was effective in reducing in-person return visits without undermining patient satisfaction or perception of health, compared with standard follow-up.
Collapse
|
26
|
Patterson K, Davey R, Keegan R, Freene N. Smartphone applications for physical activity and sedentary behaviour change in people with cardiovascular disease: A systematic review and meta-analysis. PLoS One 2021; 16:e0258460. [PMID: 34634096 PMCID: PMC8504773 DOI: 10.1371/journal.pone.0258460] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 09/29/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Smartphone applications provide new opportunities for secondary prevention healthcare. This systematic review and meta-analysis aimed to determine if smartphone applications are effective at changing physical activity and sedentary behaviour in people with cardiovascular disease. METHODS Six electronic databases (Medline, CINAHL Plus, Cochrane Library, SCOPUS, Sports Discus and EMBASE) were searched from 2007 to October 2020. Cardiovascular disease secondary prevention physical activity or sedentary behaviour interventions were included where the primary element was a smartphone or tablet computer application (excluding SMS-only text-messaging). Study quality was assessed using validated tools appropriate for each study design. Random effects model was used and the pooled mean difference between post scores were calculated. Subgroup analyses were conducted to examine differences based on diagnosis, sample size, age, intervention duration, activity tracker use, target behaviour, and self-report versus device-measured outcome. RESULTS Nineteen studies with a total of 1,543 participants were included (coronary heart disease, n = 10; hypertension, n = 4; stroke, n = 3; heart failure, n = 1; peripheral artery disease, n = 1). Risk of bias was rated as high. Thirteen studies were included in the meta-analysis. Only two controlled studies reported on sedentary behaviour. Smartphone applications produced a significant increase of 40.35 minutes of moderate-to-vigorous intensity physical activity per week (7 studies; p = 0.04; 95% CI 1.03 to 79.67) and 2,390 steps per day (3 studies; p = 0.0007; 95% CI 1,006.9 to 3,791.2). Subgroup analyses found no difference when comparing diagnoses, sample size, activity tracker use, target behaviour and self-report versus device-measured outcome. Larger improvements in physical activity were noted in intervention durations of ≤3-months and participants ≥60yrs (95.35 mins.week-1; p = 0.05). CONCLUSIONS Smartphone applications were effective in increasing physical activity in people with cardiovascular disease. Caution is warranted for the low-quality evidence, small sample and larger coronary heart disease representation. More rigorous research is needed to investigate the effect of smartphone applications across diagnoses and in sedentary behaviour.
Collapse
Affiliation(s)
- Kacie Patterson
- Health Research Institute, University of Canberra, Bruce, ACT, Australia
| | - Rachel Davey
- Health Research Institute, University of Canberra, Bruce, ACT, Australia
| | - Richard Keegan
- Research Institute for Sports and Exercise (UCRISE), Faculty of Health, University of Canberra, Bruce, ACT, Australia
| | - Nicole Freene
- Health Research Institute, University of Canberra, Bruce, ACT, Australia
- Physiotherapy, Faculty of Health, University of Canberra, Bruce, ACT, Australia
| |
Collapse
|
27
|
Abstract
PURPOSE OF REVIEW The European Stroke Organisation published a European Stroke Action Plan (SAP-E) for the years 2018-2030. The SAP-E addresses the entire chain of care from primary prevention through to life after stroke. Within this document digital health tools are suggested for their potential to facilitate greater access to stroke care. In this review, we searched for digital health solutions for every domain of the SAP-E. RECENT FINDINGS Currently available digital health solutions for the cerebrovascular disease have been designed to support professionals and patients in healthcare settings at all stages. Telemedicine in acute settings has notably increased the access to tissue plasminogen activator and thrombectomy whereas in poststroke settings it has improved access to rehabilitation. Moreover, numerous applications aim to monitor vital signs and prescribed treatment adherence. SUMMARY SAP-E with its seven domains covers the whole continuum of stroke care, where digital health solutions have been considered to provide utility at a low cost. These technologies are progressively being used in all phases of stroke care, allowing them to overcome geographical and organizational barriers. The commercially available applications may also be used by patients and their careers in various context to facilitate accessibility to health improvement strategies.
Collapse
|
28
|
Abbadessa G, Brigo F, Clerico M, De Mercanti S, Trojsi F, Tedeschi G, Bonavita S, Lavorgna L. Digital therapeutics in neurology. J Neurol 2021; 269:1209-1224. [PMID: 34018047 PMCID: PMC8136262 DOI: 10.1007/s00415-021-10608-4] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 05/05/2021] [Accepted: 05/08/2021] [Indexed: 12/14/2022]
Abstract
Digital therapeutics (DTx) is a section of digital health defined by the DTx Alliance as “delivering evidence-based therapeutic interventions to patients that are driven by software to prevent, manage, or treat a medical disorder or disease. They are used independently or in concert with medications, devices, or other therapies to optimize patient care and health outcomes”. Chronic disabling diseases could greatly benefit from DTx. In this narrative review, we provide an overview of DTx in the care of patients with neurological dysfunctions.
Collapse
Affiliation(s)
- G Abbadessa
- Division of Neurology, University of Campania Luigi Vanvitelli, Naples, Italy
| | - F Brigo
- Department of Neurology, Hospital of Merano (SABES-ASDAA), 39012, Naples, Italy
| | - M Clerico
- Clinical and Biological Sciences Department, University of Torino, 10124, Turin, Italy
| | - S De Mercanti
- Clinical and Biological Sciences Department, University of Torino, 10124, Turin, Italy
| | - F Trojsi
- Division of Neurology, University of Campania Luigi Vanvitelli, Naples, Italy
| | - G Tedeschi
- Division of Neurology, University of Campania Luigi Vanvitelli, Naples, Italy
| | - S Bonavita
- Division of Neurology, University of Campania Luigi Vanvitelli, Naples, Italy
| | - L Lavorgna
- Division of Neurology, University of Campania Luigi Vanvitelli, Naples, Italy.
| |
Collapse
|
29
|
Freund M, Carey M, Dilworth S, Waller A, Mansfield E, Rose A, Thienel R, Hyde L. Effectiveness of information and communications technology interventions for stroke survivors and their support people: a systematic review. Disabil Rehabil 2021; 44:4563-4578. [PMID: 33905279 DOI: 10.1080/09638288.2021.1913245] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
PURPOSE To examine the effectiveness of self-directed, off-the-shelf information and communications technology (ICT)-based interventions in improving the quality of life, physical and psychosocial outcomes of community-dwelling stroke survivors and their support persons (SP). METHODS Medline, EMBASE, CINAHL and Cochrane databases were searched (2006-19th June 2020) for randomized controlled trials, controlled trials, controlled before and after studies, or interrupted time series studies that met the eligibility criteria. The quality of included studies was assessed. Interventions effectiveness was narratively synthesized, as was participant adherence and acceptability. RESULTS Seventeen studies were eligible. Three studies were rated as low risk of bias across all methodological review criteria. Nine studies reported on interventions delivered using self-directed computer programs, two studies utilized internet or web-based support programs and six studies used mobile phone interventions. Few studies reported on intervention acceptability or adherence. Those that did generally reported good acceptability, although adherence was variable. Fifteen studies reported significant positive effects for at least one outcome examined including stroke-specific outcomes, physical outcomes, behavioural outcomes and health service use. No studies found an effect for psychosocial wellbeing. CONCLUSION ICT-based interventions are likely to provide benefit to stroke survivors and their SPs. However, there is a need for further robustly designed intervention studies that include larger sample sizes, longer follow-up, and outcomes for SPs.Implications for RehabilitationICT-based interventions with minimal clinician supervision are likely to provide some benefits to stroke survivors and their SPs.There is insufficient evidence to allow recommendations to rehabilitation professionals regarding the type, length and intensity of ICT-based interventions for specific targeted outcomes.Rehabilitation professionals should use professional judgement prior to recommending ICT-based interventions to stroke survivors and their SPs.
Collapse
Affiliation(s)
- Megan Freund
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia
| | - Mariko Carey
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia
| | - Sophie Dilworth
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia
| | - Amy Waller
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia
| | - Elise Mansfield
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia
| | - Anna Rose
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia.,School of Health Sciences, The University of Newcastle, Callaghan, Australia
| | - Renate Thienel
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia
| | - Lisa Hyde
- Health Behaviour Research Collaborative, School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Health Behaviour, Faculty of Health and Medicine, The University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, New Lambton, Australia
| |
Collapse
|
30
|
Burns SP, Terblanche M, Perea J, Lillard H, DeLaPena C, Grinage N, MacKinen A, Cox EE. mHealth Intervention Applications for Adults Living With the Effects of Stroke: A Scoping Review. Arch Rehabil Res Clin Transl 2021; 3:100095. [PMID: 33778470 PMCID: PMC7984984 DOI: 10.1016/j.arrct.2020.100095] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To conduct a scoping review of mobile health (mHealth) application (app) interventions to support needs of adults living with the effects of stroke reported in the literature. DATA SOURCES PubMed, Cumulative Index to Nursing and Allied Health Literature (CINAHL), and Scopus were systematically searched for peer-reviewed publications. Articles were published between January 2007 and September 2020 and met predefined inclusion and exclusion criteria. STUDY SELECTION Articles included were written in English language, involved adults older than 18 years, and described an mHealth app specifically tested and/or developed as an intervention for someone with stroke to be used remotely and/or independently without constant provider supervision or assistance. Articles were excluded if they focused on acute management of stroke only, focused on primary prevention, were animal studies, were not an app for smartphone or tablet, and did not describe an empirical study. DATA EXTRACTION Two researchers independently screened titles and abstracts for inclusion. The full-text articles were then reviewed for eligibility by the research team. Data were extracted and verified by a third reviewer. DATA SYNTHESIS The search yielded 2123 studies and 49 were included for data extraction. The findings reveal that a global surge of studies on mHealth apps for people with stroke have emerged within the past 2 years. Most studies were developed for persons with stroke in the United States and the primary content foci included upper extremity function (31.5%); lower extremity function (5.3%); general exercise, physical activity, and/or functional mobility (23.7%); trunk control (5.3%); medical management and secondary prevention (26.3%); language and speech skills (20.5%); cognitive skills (7.9%); general disability and activities of daily living (5.3%); and home safety (2.6%). Of the included studies, a majority were preliminary in nature, with 36.7% being categorized as pilot or feasibility trials and 24.4% discussing initial design, development, and/or refinement. CONCLUSIONS Results from this study reveal that the number of apps specifically developed for people with stroke and described in the scientific literature are growing exponentially. The apps have widely varied content to meet the needs of persons with stroke; however, the studies are generally preliminary in nature, focusing on development, usability, and initial pilot testing. This review highlights the need for additional research and development of mHealth apps targeted for adults with stroke. Development should consider the various and complex needs of people living with the effects of chronic stroke, while large-scale trials are needed to build on the existing evidence.
Collapse
Affiliation(s)
- Suzanne P. Burns
- School of Occupational Therapy, Texas Woman's University, Denton, Texas
| | | | | | | | - Catalina DeLaPena
- School of Occupational Therapy, Texas Woman's University, Denton, Texas
| | | | - Ashley MacKinen
- School of Occupational Therapy, Texas Woman's University, Denton, Texas
| | - Ella Elaine Cox
- Texas Woman's University Libraries, Texas Woman's University, Denton, Texas
| |
Collapse
|
31
|
Salgueiro C, Urrùtia G, Cabanas-Valdés R. Available apps for stroke telerehabilitation during corona virus disease 2019 confinement in Spain. Disabil Rehabil Assist Technol 2021:1-11. [DOI: 10.1080/17483107.2021.1883751] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Carina Salgueiro
- PhD Program, Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, Barcelona, Spain
- Physiotherapy Department, Neurorehabilitación Clinic, Barcelona, Spain
| | - Gerard Urrùtia
- CIBERESP, Biomedical Research Institute, Iberoamerican Cochrane Center, Barcelona, Spain
| | - Rosa Cabanas-Valdés
- Physiotherapy Department, Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, Barcelona, Spain
| |
Collapse
|