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Clancy B, Bonevski B, English C, Callister R, Baker AL, Collins C, Pollack M, Magin P, Turner A, Faulkner J, Guillaumier A. Health risk factors in Australian Stroke Survivors: A latent class analysis. Health Promot J Austr 2024; 35:37-44. [PMID: 36799087 PMCID: PMC10952979 DOI: 10.1002/hpja.706] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 02/14/2023] [Accepted: 02/14/2023] [Indexed: 02/18/2023] Open
Abstract
ISSUES ADDRESSED To (i) determine the prevalence of health risk factors (physical activity, diet, alcohol, smoking, blood pressure medication use and mental health) in community-dwelling stroke survivors; and (ii) examine how these health risk factors cluster, and identify associations with physical functioning, independent living, or sociodemographic factors. METHODS A secondary analysis of data obtained during a national randomised controlled trial. Participants had experienced stroke and completed a baseline telephone survey on demographic and stroke characteristics, health risk factors, physical functioning and independence in activities of daily living. A latent class analysis was performed to determine health risk profiles. Univariate logistic regressions were performed to identify if participant characteristics were associated with resulting classes. RESULTS Data analysed from 399 participants. Two classes of health risk factors were identified: Low Mood, Food & Moves Risk (16% of participants) and Alcohol Use Risk (84% of participants). The Low Mood, Food & Moves Risk group had poorer diet quality, lower physical activity levels and higher levels of depression and anxiety. Lower levels of independence and physical functioning were predictor variables for this group. In contrast, the Alcohol Use Risk group had better physical activity and diet scores, significantly lower probability of depression and anxiety, but a higher probability of risky drinking. CONCLUSIONS We identified two distinct health risk factor groups in our population. SO WHAT?: Future interventions may benefit from targeting the specific needs and requirements of people who have experienced stroke based on their distinct risk group. Alcohol consumption in poststroke populations requires further attention.
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Affiliation(s)
- Brigid Clancy
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
| | - Billie Bonevski
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders UniversityBedford ParkSAAustralia
| | - Coralie English
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
- School of Health Sciences, College of Health Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
| | - Robin Callister
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
| | - Amanda L. Baker
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
| | - Clare Collins
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
- School of Health Sciences, College of Health Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
- Hunter New England Local Health District, John Hunter HospitalNew Lambton HeightsNSWAustralia
| | - Michael Pollack
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
- Hunter New England Local Health District, John Hunter HospitalNew Lambton HeightsNSWAustralia
| | - Parker Magin
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
| | - Alyna Turner
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
- IMPACT Strategic Research Centre, School of Medicine, Deakin UniversityGeelongVic.Australia
| | - Jack Faulkner
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
| | - Ashleigh Guillaumier
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of NewcastleCallaghanNSWAustralia
- Hunter Medical Research Institute, John Hunter HospitalNew Lambton HeightsNSWAustralia
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Factors influencing the delivery of telerehabilitation for stroke: A systematic review. PLoS One 2022; 17:e0265828. [PMID: 35544471 PMCID: PMC9094559 DOI: 10.1371/journal.pone.0265828] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 03/08/2022] [Indexed: 11/24/2022] Open
Abstract
Objective Despite the available evidence regarding effectiveness of stroke telerehabilitation, there has been little focus on factors influencing its delivery or translation from the research setting into practice. There are complex challenges to embedding telerehabilitation into stroke services and generating transferable knowledge about scaling up and routinising this service model. This review aimed to explore factors influencing the delivery of stroke telerehabilitation interventions, including platforms, technical requirements, training, support, access, cost, usability and acceptability. Methods MEDLINE, EMBASE, CINAHL, Web of Science and Cochrane Library and Central Registry of Clinical Trials were searched to identify full-text articles of randomised controlled trials (RCTs) and protocols for RCTs published since a Cochrane review on stroke telerehabilitation services. A narrative synthesis was conducted, providing a comprehensive description of the factors influencing stroke telerehabilitation intervention delivery. Results Thirty-one studies and ten protocols of ongoing studies were included. Interventions were categorised as synchronous telerehabilitation (n = 9), asynchronous telerehabilitation (n = 11) and tele-support (n = 11). Telephone and videoconference were the most frequently used modes of delivery. Usability and acceptability with telerehabilitation were high across all platforms, although access issues and technical challenges may be potential barriers to the use of telerehabilitation in service delivery. Costs of intervention delivery and training requirements were poorly reported. Conclusions This review synthesises the evidence relating to factors that may influence stroke telerehabilitation intervention delivery at a crucial timepoint given the rapid deployment of telerehabilitation in response to the COVID-19 pandemic. It recommends strategies, such as ensuring adequate training and technical infrastructure, shared learning and consistent reporting of cost and usability and acceptability outcomes, to overcome challenges in embedding and routinising this service model and priorities for research in this area.
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Guillaumier A, Spratt NJ, Pollack M, Baker A, Magin P, Turner A, Oldmeadow C, Collins C, Callister R, Levi C, Searles A, Deeming S, Clancy B, Bonevski B. Evaluation of an online intervention for improving stroke survivors' health-related quality of life: A randomised controlled trial. PLoS Med 2022; 19:e1003966. [PMID: 35439246 PMCID: PMC9017949 DOI: 10.1371/journal.pmed.1003966] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 03/16/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The aim of this trial was to evaluate the effectiveness of an online health behaviour change intervention-Prevent 2nd Stroke (P2S)-at improving health-related quality of life (HRQoL) amongst stroke survivors at 6 months of follow-up. METHODS AND FINDINGS A prospective, blinded-endpoint randomised controlled trial, with stroke survivors as the unit of randomisation, was conducted between March 2018 and November 2019. Adult stroke survivors between 6 and 36 months post-stroke with capacity to use the intervention (determined by a score of ≥4 on the Modified Rankin Scale) and who had access and willingness to use the internet were recruited via mail-out invitations from 1 national and 1 regional stroke registry. Participants completed baseline (n = 399) and 6-month follow-up (n = 356; 89%) outcome assessments via computer-assisted telephone interviewing (CATI). At baseline the sample had an average age of 66 years (SD 12), and 65% were male. Randomisation occurred at the end of the baseline survey; CATI assessors and independent statisticians were blind to group allocation. The intervention group received remote access for a 12-week period to the online-only P2S program (n = 199; n = 28 lost at follow-up). The control group were emailed and posted a list of internet addresses of generic health websites (n = 200; n = 15 lost at follow-up). The primary outcome was HRQoL as measured by the EuroQol Visual Analogue Scale (EQ-VAS; self-rated global health); the outcome was assessed for differences between treatment groups at follow-up, adjusting for baseline measures. Secondary outcomes were HRQoL as measured by the EQ-5D (descriptive health state), diet quality, physical activity, alcohol consumption, smoking status, mood, physical functioning, and independent living. All outcomes included the variable 'stroke event (stroke/transient ischaemic attack/other)' as a covariate, and analysis was intention-to-treat. At 6 months, median EQ-VAS HRQoL score was significantly higher in the intervention group than the control group (85 vs 80, difference 5, 95% CI 0.79-9.21, p = 0.020). The results were robust to the assumption the data were missing at random; however, the results were not robust to the assumption that the difference in HRQoL between those with complete versus missing data was at least 3 points. Significantly higher proportions of people in the intervention group reported no problems with personal care (OR 2.17, 95% CI 1.05-4.48, p = 0.0359) and usual activities (OR 1.66, 95% CI 1.06-2.60, p = 0.0256) than in the control group. There were no significant differences between groups on all other secondary outcomes. The main limitation of the study is that the sample comprises mostly 'well' stroke survivors with limited to no disability. CONCLUSIONS The P2S online healthy lifestyle program improved stroke survivors' self-reported global ratings of HRQoL (as measured by EQ-VAS) at 6-month follow-up. Online platforms represent a promising tool to engage and support some stroke survivors. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12617001205325.
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Affiliation(s)
- Ashleigh Guillaumier
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- * E-mail:
| | - Neil J. Spratt
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Hunter New England Local Health District, New Lambton Heights, New South Wales, Australia
| | - Michael Pollack
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter New England Local Health District, New Lambton Heights, New South Wales, Australia
| | - Amanda Baker
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Parker Magin
- University of Newcastle, Callaghan, New South Wales, Australia
| | - Alyna Turner
- University of Newcastle, Callaghan, New South Wales, Australia
- Deakin University, Geelong, Victoria, Australia
| | | | - Clare Collins
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Robin Callister
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Chris Levi
- University of Newcastle, Callaghan, New South Wales, Australia
- Hunter New England Local Health District, New Lambton Heights, New South Wales, Australia
| | - Andrew Searles
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Simon Deeming
- Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Brigid Clancy
- University of Newcastle, Callaghan, New South Wales, Australia
| | - Billie Bonevski
- Flinders University, Bedford Park, South Australia, Australia
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Clancy B, Bonevski B, English C, Baker AL, Turner A, Magin P, Pollack M, Callister R, Guillaumier A. Access to and use of internet and social media by low-morbidity stroke survivors participating in a national online secondary prevention trial: A cross-sectional survey (Preprint). J Med Internet Res 2021; 24:e33291. [PMID: 35635754 PMCID: PMC9153916 DOI: 10.2196/33291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 02/17/2022] [Accepted: 02/23/2022] [Indexed: 11/17/2022] Open
Abstract
Background eHealth applications for stroke are a growing area of research that has yielded promising results. However, little is known about how stroke survivors engage with the internet, social media, and other digital technologies on a day-to-day basis. Objective This study had three main objectives: to describe the type, frequency, and purpose of technology use among a cohort of low-morbidity stroke survivors; to investigate associations between social media use and participant factors, including sociodemographics, physical function, and independence in activities of daily living; and to investigate associations between stroke-related health risk factors and the use of the internet to search for health and medical information. Methods This study is a secondary analysis of data obtained during a national randomized controlled trial—Prevent 2nd Stroke. The participants were stroke survivors recruited from 2 Australian stroke registries who completed 2 telephone-administered surveys to collect data on demographics and stroke characteristics; health risk factors (diet quality, physical activity, blood pressure medication, alcohol intake, anxiety and depression, and smoking status); physical functioning; independence in activities of daily living; and questions about what technology they had access to, how often they used it, and for what purposes. Participants were eligible if they had no more than a moderate level of disability (modified Rankin score ≤3) and had access to the internet. Multivariable logistic regression was used to assess the associations between social media use and sociodemographics, physical function, and independence in activities of daily living as well as associations between stroke-related health risk factors and the use of the internet to search for health and medical information. Results Data from 354 participants were included in the analysis. Approximately 79.1% (280/354) of participants used the internet at least daily, 40.8% (118/289) accessed social media on their phone or tablet daily, and 46.4% (134/289) looked up health and medical information at least monthly. Women were 2.7 times more likely to use social media (adjusted odds ratio 2.65, 95% CI 1.51-4.72), and people aged >75 years were significantly less likely to use social media compared with those aged <55 years (adjusted odds ratio 0.17, 95% CI 0.07-0.44). Health risk factors were not found to be associated with searching for health- or medical-related information. Conclusions The internet appears to be a viable platform to engage with stroke survivors who may not be high-morbidity to conduct research and provide information and health interventions. This is important given that they are at high risk of recurrent stroke regardless of their level of disability. Exploring the technology use behaviors and the possibility of eHealth among survivors who experience higher levels of morbidity or disability because of their stroke is an area of research that warrants further study.
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Affiliation(s)
- Brigid Clancy
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | | | | | - Amanda L Baker
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Alyna Turner
- The University of Newcastle, Callaghan, Australia
- Deakin University, Geelong, Australia
| | - Parker Magin
- The University of Newcastle, Callaghan, Australia
| | - Michael Pollack
- The University of Newcastle, Callaghan, Australia
- Hunter New England Local Health District, New Lambton Heights, Australia
| | - Robin Callister
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Ashleigh Guillaumier
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
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