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Post-discharge digital self-management for acute coronary syndrome patients: A scenario-based design and implementation

  • Open Access
  • 15-10-2025
  • Commentary
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Introduction

In 2023, 33,600 people developed a myocardial infarction in the Netherlands [1], and their PCIs for STEMI or NSTEMI are registered annually in the NHR registry [2].
Despite advances in hospital-based ACS treatment, the post-discharge phase remains a high-risk period characterized by poor medication adherence, lifestyle regression, fragmented care coordination, and unexpected readmissions [3, 4]. Improvement of appropriate care may be enhanced by improving patient self-management and increasing disease knowledge. Cardiac rehabilitation programs are underutilized, and many patients may be supported by digital health techniques, which should be designed with their needs, health literacy, and clinical workflows in mind [5].
The introduction of IT modalities may help clinicians overcome these care gaps. These new solutions should be proven to be safe to use in an outpatient setting as a monitoring option and may become a potential modality to help patients manage their disease.
Therefore, we modeled an innovative IT-guided ACS connected care system with the aim of following patients after their recent myocardial infarction. Secondly, we studied its 6‑week impact on: patient education and satisfaction, home monitoring of blood pressure and reduction of (un)scheduled outpatient visits.

Methods

Design approach

We used a scenario-based design approach [6] to model the desired functionalities and user experience. The scenario was developed using qualitative input from a patient panel, nurse practitioners, cardiologists, the coronary care unit, and rehabilitation nurses. Functional requirements were derived from four recurring themes: patient confusion, low self-efficacy, care discontinuity, and lack of remote insight into patient recovery. Fundamentally, the new design also incorporates a new outpatient follow-up scheme, omitting the regular 2‑week lab value controls and the scheduled 4‑week outpatient ACS clinic visit.

The Walt scenario

“Walt,” a 75-year-old male STEMI patient who underwent a primary percutaneous coronary intervention served as the user archetype. After discharge, the ACS app needed to improve patients’ like “Walt” insight into their condition even after treatment. This new modality should incorporate items to help patients realize the impact of their risk factors and how behavioral changes play a role. His digital journey from hospitalization through disease-education, rehabilitation and home-based self-management was scripted to illustrate critical system interactions. Features and workflows were prototyped at high fidelity and fitted into the new innovative IT-modality including a messenger service for educational push messages. At onboarding, the CCU nurse installs the ACS app on the patient’s own smartphone and guides the patient and family through the app’s components, offering continuity and clarity [5]. Coaching interventions include activity challenges and motivational messaging based on trends.

Results

Patient stratification and onboarding

Figure 1 shows the implementation and outcome in 150 NSTEMI/STEMI patients (77% males, 63 (45–85)) years. All eligible patients with moderate and good left ventricular function were stratified on day one at the CCU during the clinical rounds. A nurse initiates the novel ACS care plan, incorporating lab orders, intervention summaries, behavior goals, and medication.
Fig. 1
Outline of the Noordwest home monitoring application for ACS patients
Afbeelding vergroten

Monitoring and engagement tools

All consented patients had their app activated and were monitored for 365 days. The app tracks blood pressure, heart rate, weight, symptoms, and activity as reported by the patient. The app is connected to the electronic health record, and all measurements are presented in that environment. Patients provided their weight, blood pressure, and heart rate every 14 days, and their number of steps every month.

Tailored education and coaching

Educational videos and tips were delivered weekly via a newsfeed, matching the patients recovery phase and risk profile. All patients received a message on each working day during the first 2 months. Initially, the focus was on educational information, but in the subsequent months, the messages became more focused on lifestyle changes/adherence and contain motivational tools. Active smokers received every 28 days a quit smoking question/advice.

Remote telemonitoring and reduction in (un)planned visits

In all cases, nurses of the NWZ monitoring center were able to monitor patient dashboards, chat with patients, respond to questions, and push custom content or follow-up questionnaires. Only unexpected out-of-range laboratory values were forwarded through the monitoring center nurses to the attending nurse practitioner.
Audiovisual consults replaced physical visits when needed. Individual trends were used to plan follow-ups and inform medication changes or interventions. The attending cardiologist was available for symptom interpretation and clinical decision-making. Thus, the first outpatient visit within 30 days was replaced by this telemonitoring concept in all but 8 (5%) patients, and none of the patients presented to the emergency department.

Discussion

This digital care framework addresses known barriers in ACS recovery: patient disorientation post-discharge, lack of between-visit monitoring, and limited access to cardiac rehab [4, 6, 7]. This approach offers a feasible pathway for blending education, tracking, and clinician oversight. Patients feel empowered and have fewer urgencies to seek clinical support at the outpatient clinic or by telephone. The implementation of the app reduced the 30-day outpatient visits by 95% with a patient satisfaction rated at 3.6 out of 5.
By using data-driven personalization and increasing patient awareness, the system may encourage adherence and enable early identification of deterioration. The integration of FAQ answers and symptom notes empowers patients without overwhelming them. Thus, healthcare consumption may be shifted to remote contact only when patients are in need, thereby abandoning routine appointments in the first 3 months after ACS [7]. Nationally, such innovative approaches could result in a reduction of up to 95% of outpatient visits within 6 weeks, combined with an accompanying reduction in CO2 emissions [8].
Thus, this system offers a promising model for bridging the post-discharge care gap for ACS patients. Future clinical validation and further integration with electronic health records are needed to assess efficacy and scalability.

Limitations

This single-center experience has some caveats: patients need to have a smartphone and have and adequate cognitive abilities to use smartphone apps. Only patients with moderate and good left ventricular function were enrolled.

Conflict of interest

A. Vredenburg-Jimmink, D. Umans, S. Wierdsma, M. Schoenmakers and V. Umans declare that they have no competing interests.
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
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Titel
Post-discharge digital self-management for acute coronary syndrome patients: A scenario-based design and implementation
Auteurs
Annemiek Vredenburg-Jimmink
Dafne Umans
Stijn Wierdsma
Marianne Schoenmakers
Victor Umans
Publicatiedatum
15-10-2025
Uitgeverij
BSL Media & Learning
Gepubliceerd in
Netherlands Heart Journal / Uitgave 11/2025
Print ISSN: 1568-5888
Elektronisch ISSN: 1876-6250
DOI
https://doi.org/10.1007/s12471-025-01993-w
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go back to reference www.NHR.nl. Accessed 16 Jul 2025.
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go back to reference Byrne RA, Rossello X, Coughlan JJ, et al. ESC guidelines for the management of acute coronary syndromes. Eur Heart J Acute Cardiovasc Care. 2023;44:3720–826. 2023.
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go back to reference van Mierlo RFR, Houben VJG, Rikken SAOF, et al. Cardiac (tele)rehabilitation in routine clinical practice for patients with coronary artery disease: protocol of the REHAB + trial. Front Cardiovasc Med. 2024;29(11):1387148.CrossRef
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go back to reference Vincent CJ, Blandford A. Usability standards meet scenario-based design: challenges and opportunities. J Biomed Inform. 2015;53:243–50.CrossRefPubMed
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go back to reference Kraal JJ, Van den Akker-Van Marle ME, Abu-Hanna A, et al. FIT@Home study. Eur J Prev Cardiol. 2017;24:1260–73.CrossRefPubMedPubMedCentral
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go back to reference Ding EY, Erskine N, Stut W, et al. MI-PACE Home-Based Cardiac Telerehabilitation Program for Heart Attack Survivors: Usability Study. JMIR Hum Factors. 2021;8(8):e18130.CrossRefPubMedPubMedCentral
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go back to reference Bawa D, Ahmed A, Darden D, Kabra R, et al. Impact of Remote Cardiac Monitoring on Greenhouse Gas Emissions: Global Cardiovascular Carbon Footprint Project. Jacc Adv. 2023;3(2):100286.CrossRef