Activities per year
Abstract
Rural areas have poorer cardiovascular (CV) outcomes
Cardiac rehabilitation (CR) utilization remains low globally and in rural areas.
Aim:
To evaluate the clinical and implementation outcomes of the CHAP model of care in rural South Australia.
Methods:
Prospective cohort study: CHAP vs non-CHAP
Eligibility criteria: <=18 years; Referrals to CR through the Integrated Cardiovascular Network (iCCnet) Country Access to Cardiac Health (CATCH) central referral system due to coronary heart disease, revascularization procedures, heart failure, atrial fibrillation, arrhythmias management or valve procedures
CHAP group: Living in Rural South Australia and exposed to the CHAP model of care
Non-CHAP: Age, sex and diagnosis-related code-matched referrals living in metropolitan South Australia and not exposed to the CHAP model of care
The Model for Large Scale Knowledge Translation (Pronovost et al., BMJ, 2008) was used to develop the CHAP model of care to address four main barriers to CR implementation previously identified (Figure 1)
Figure 1: CHAP model of care response to four main barriers to CR implementation
Primary outcomes: CR attendance/completion
Secondary outcomes: 12-month CV hospitalisations, CV deaths and ED visits; patient satisfaction
Statistical analysis: Associations between CHAP and primary and secondary outcomes tested through conditional logistic regression models (attendance and completion as response variables) and stratified Cox regression models stratified (clinical outcomes as response variables). All models were adjusted for clinical and socioeconomic characteristics.
Results:
1,913 referrals in CHAP matched to 1,913 in non-CHAP
Mean age 69.8 (SD 11.8) years; 30.2% females
Coronary heart disease was the main single diagnosis in both groups (30.2%)
F2F was the preferred mode of delivery followed by telephone (Figure 2)
Only 2.2% of the referrals received the telephone program with GP support (GP Hybrid)-Figure 2
Figure 2: Adoption of CR modes of delivery in CHAP
CR attendance was similar in CHAP and non-CHAP (24.2 vs 23.8%; p=0.85; OR 1.14, 95%CI 0.90-1.46; p=0.160)
CR completion was higher in CHAP (77.1 vs 57.5%; p<0.001;OR 1.68, 95%CI 1.31-2.17; p<0.001)
CV readmissions did not differ between CHAP and non-CHAP (HR 1.06, 95%CI 0.87-1.30; p= 0.54)
CV mortality did not differ between CHAP and non-CHAP (HR 1.02, 95%CI0.95-1.11; p=0.54)
ED visits did not differ between CHAP and non-CHAP (HR 1.07, 95%CI 0.96-1.19; p=0.22)
Patient satisfaction was higher in CHAP than non-CHAP (85.9% vs 77.1%; p<0.001)
The automatic referral system and the integration of the web program with the CR referral system were not implemented due to resources diverted to the pandemic response
Conclusion: CHAP improved CR completion in rural South Australia with similar clinical outcomes and higher patient satisfaction than non-CHAP. Further improvements will require implementation of an automatic referral system, expansion of primary care support to CR and digital integration.
Original language | English |
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Pages | 1 |
Number of pages | 1 |
Publication status | Published - 17 Nov 2023 |
Event | SA Cardiovascular Showcase 2023: Connecting Hearts, Inspiring Minds - South Australian Health and Medical Research Institute, Adelaide, Australia Duration: 17 Nov 2023 → 17 Nov 2023 Conference number: 2023 https://www.eventbrite.com.au/e/sa-cardiovascular-showcase-tickets-695765392017?aff=oddtdtcreator |
Conference
Conference | SA Cardiovascular Showcase 2023 |
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Abbreviated title | SA Cardiovascular Showcase |
Country/Territory | Australia |
City | Adelaide |
Period | 17/11/23 → 17/11/23 |
Internet address |
Bibliographical note
The CHAP project was funded by the NHMRC Partnership grant (GNT 1169893).Keywords
- Cardiac rehabilitation utilization
- Rural and Remote
- Translational medical research
- care and management
- attendance rates
- Completion rates
- patient satisfaction
- automatic referral system
- primary care
- Digital health
Fingerprint
Dive into the research topics of 'Clinical effectiveness and implementation evaluation of a 4-step large scale translation model compared to usual care on cardiac rehabilitation attendance and completion in rural Australia: The Country Heart Attack Prevention (CHAP) Project'. Together they form a unique fingerprint.Prizes
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A winner of the Big Ideas video competition to improve the Australian health system. Consumer Health Forum of Australia, 2021.
Pinero de Plaza, A. (Recipient), 23 Feb 2021
Prize: Other distinction
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Aged & Extended Care Unit Academic Meeting - Monday 17/2/25: Advancing Human-Centred AI in Emergency Care: A Multimethod Evaluation of RAPIDx AI Using the PROLIFERATE_AI Framework
Pinero de Plaza, M. A. (Speaker)
17 Feb 2025Activity: Talk or presentation types › Invited talk
File -
Global Impact and Recognition of the PROLIFERATE_AI Method
Pinero de Plaza, M. A. (Participant), Lambrakis, K. (Participant), Marmolejo Ramos, F. (Participant), Beleigoli, A. (Participant), Archibald, M. (Participant), Yadav, L. (Participant), McMillan, P. (Participant), Clark, R. (Participant), Lawless, M. (Participant), Morton, E. (Participant), Hendriks, J. (Participant), Kitson, A. (Participant), Visvanathan, R. (Participant), Chew, D. (Participant) & Javier Barrera Causil, C. (Participant)
Jan 2025 → Mar 2025Activity: Other activity types › Other
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The Country Heart Attack Prevention (CHAP) Project showcase: CR4ALL- Results, SAHMRI 2023.
Pinero de Plaza, M. A. (Speaker)
7 Jun 2023 → …Activity: Talk or presentation types › Invited talk
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Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI
Pinero de Plaza, M. A., Lambrakis, K., Marmolejo-Ramos, F., Beleigoli, A., Archibald, M., Yadav, L., McMillan, P., Clark, R., Lawless, M., Morton, E., Hendriks, J., Kitson, A., Visvanathan, R., Chew, D. P. & Barrera Causil, C. J., Apr 2025, In: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 196, 10 p., 105810.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)29 Downloads (Pure) -
The effectiveness of interactive cardiac rehabilitation web applications versus usual care on programme completion in patients with cardiovascular disease: A systematic review and meta-analysis of randomised controlled trials
Nesbitt, K., Champion, S., Pearson, V., Gebremichael, L. G., Dafny, H., Ramos, J. S., Suebkinorn, O., Pinero de Plaza, M. A., Gulyani, A., Du, H., Clark, R. A., Beleigoli, A. & On behalf of the NHMRC Country Heart Attack Prevention (CHAP) Partnership Project Team, Jun 2025, In: Journal of Telemedicine and Telecare. 31, 4, p. 475-486 12 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Clinical Effectiveness and Implementation Evaluation of a Large-Scale Translation Co-Designed Model on Cardiac Rehabilitation Attendance and Completion in Rural Australia Authors
Beleigoli, A., Gebremichael, L., Bulamu, N., Gulyani, A., Chew, D., Nicholls, S., Ramos, J., Maher, C., Beltrame, J., Kaambwa, B., Versace, V., Hendriks, J., Tavella, R., Foote, J., Nesbitt, K., Powell, S., Pinero de Plaza, M., Keech, W., Ludlow, M. & Maeder, A. & 7 others, , Aug 2024, In: Heart Lung and Circulation. 33, Supplement 4, p. S226-S227 2 p.Research output: Contribution to journal › Meeting Abstract › peer-review