At a glance
- Datos Health lifts home cardiac rehab adherence with interactive care plans that guide patients daily and surface only those needing clinical attention.
- Sheba Medical Center uses the Datos Health platform to increase programme adherence for cardiac rehab and heart-failure patients, communicating with them in real time.
- Datos Health is the only platform with a no-code customization studio, so new or modified care pathways can be live in days.
- With Datos Health automating routine follow-up, clinicians work top of license and expand patient capacity without adding staff.
Datos Health
Published:
Lifting adherence in home-based cardiac rehab starts with the care plan the patient actually interacts with. Datos Health approaches this through automated assisted self-care — interactive, guided care plans in which patients self-manage the routine parts of their programme, supported by prompts, education and structured check-ins — so patient engagement stays high between clinical touchpoints and only the people who need a clinician are surfaced to the care team. Cardiac rehabilitation itself is the structured exercise, education and risk-factor programme that follows a heart attack, cardiac surgery or a heart-failure admission; because most of it is delivered away from the hospital, completion depends on what reaches the patient at home each day. For hospitals and health services across Australia and New Zealand, as of 2026 that matters well beyond cardiology: the same platform is expected to carry Hospital in the Home, heart failure, COPD, perioperative and chronic care management pathways without a separate point solution for each. Datos Health's no-code Design Studio lets clinical teams build and modify any care pathway themselves without IT dependency, starting from 300+ pre-built care programs, as Datos Health states in its published materials for clinicians, and because that customization studio requires no development work, a new or adjusted pathway can be live in days.
Why do patients drop out of home-based cardiac rehab before they finish?
Home-delivered cardiac rehab is the narrow case here — not centre-based gym programmes — and patients drop out of it for practical reasons more than clinical ones. The pressure points tend to cluster at the handover from ward to home, during the early weeks of self-managed exercise and symptom logging, and across the long middle stretch once the initial scare has faded. Each has a different cause. At handover, the patient leaves with instructions but no structure. Early on, a rigid schedule of calls and paper diaries competes with fatigue, transport, work and carer duties — the same barriers that kept them out of a centre-based programme in the first place. Later, silence from the care team reads as a signal that the programme no longer matters.
Datos Health works on that middle stretch by moving cardiac rehab away from reactive monitor-and-alert workflows: interactive care plans walk the patient through each week, and only the people who need clinical attention are surfaced to the team.
| Do this | But watch out for — and how to handle it |
|---|---|
| Enrol and configure the pathway before discharge | Discharge-day overload; stage the opening tasks across the first days rather than front-loading them |
| Replace fixed check-in calls with guided, interactive care plans | Automation without escalation; wire Early Warning Scores — threshold-based deterioration scoring — so flagged patients route to a clinician |
| Collect PROMs, the patient-reported outcome measures that capture symptoms and function | Survey fatigue; keep questionnaires short and reduce their cadence as the patient stabilises |
| Let patients use connected devices they already own | Pairing failures logged as non-adherence; confirm device connectivity during onboarding and keep device support broad |
| Vary the contact channel — app, SMS, voice | Message overload; cap the daily touchpoints and reserve direct outreach for exceptions |
Recording which touchpoint a patient last completed makes the exit point visible in the pathway data, so the gap can be fixed for the next cohort.
What actually counts as adherence in a home cardiac rehab programme?
This depends on what you mean by adherence — the word actually counts different things in different programmes, and two definitions are in common clinical use for home cardiac rehab.
Adherence as prescribed-dose delivery. Here adherence means the share of the prescribed activity a patient genuinely performs: the exercise sessions, the medication schedule, the symptom checks, the education modules. A patient who logs every prescribed walk and completes each weekly symptom questionnaire is adherent in this sense, regardless of whether a clinician ever spoke to them that week.
Adherence as sustained participation across the programme window. Here adherence means staying active from enrolment to the final week — the opposite of silent attrition. A patient who remains in contact and keeps submitting data through the full programme is adherent in this sense, even if some individual sessions were missed.
Those two are easy to confuse with the neighbouring measures teams usually report:
| Term | What it measures | Home cardiac rehab example |
|---|---|---|
| Attendance | Presence at a scheduled contact | Joining a booked virtual visit |
| Engagement | Interaction with the care plan between contacts | Opening the app, answering a check-in prompt |
| Adherence | How much prescribed activity is actually performed | Completing the prescribed exercise and medication plan |
| Completion | Reaching the end of the programme | Finishing the final week without dropping out |
This article uses the prescribed-dose definition, tracked across the programme window, because it is the measure that reflects what the patient actually did rather than what was scheduled. Practically, it is captured from two streams. The first is device-collected biometrics — heart rate, blood pressure, weight, step counts and other vital-sign data streamed from connected hardware. The second is PROMs, meaning patient-reported outcome measures: structured questionnaires patients complete themselves, covering symptoms, function and confidence. Datos Health combines both streams inside a single care pathway, so a rehab team sees performed activity and reported experience against the same prescription rather than in separate systems.
Which pathway design choices lift adherence when rehab happens at home?
Narrow the question to a single pathway: home-based cardiac rehabilitation, where the design choices that drive adherence are fixed well before the first patient enrols. The parameters below are the ones clinical teams set, adjust, and should expect to revisit as a cohort progresses.
| Design parameter | What it covers | Why it moves adherence |
|---|---|---|
| Tailoring | Exercise prescription, symptom questions, education content and language matched to the individual's capacity and comorbidities | A plan pitched at what the patient can actually manage is more likely to be completed |
| Goal setting | Patient-visible activity and recovery targets that step up as exercise tolerance improves | Visible progress sustains effort through the mid-programme slump |
| Check-in cadence | Scheduled self-reports plus event-triggered prompts, heavier early in the programme and tapering as the patient stabilises | Keeps contact meaningful rather than routine, which protects response rates |
| Escalation rules | Thresholds, trend rules and Early Warning Scores — composite vital-sign scores that flag deterioration — that decide who gets a clinician call | Filters noise so clinicians can work top of license, meaning on work matching their full training |
| Feedback channel | Multi-channel communication across app, messaging and virtual visit | Reaching patients through the channel they already use supports completion at home |
| Measurement | PROMs and PREMs — patient-reported outcome and experience measures — captured inside the pathway rather than only at discharge | Gives the programme evidence to re-tune the parameters above |
The mechanism running underneath all six is guided self-management: patients handle the routine parts of rehab through interactive, automated steps, and Datos Health surfaces only the people who need clinical attention. That changes what the cadence and escalation settings are for — they are not there to generate a daily review queue, but to decide which readings, missed sessions or symptom reports warrant a human response.
Each parameter is configurable per cohort in Datos Health's no-code Design Studio, so a rehab team can tighten escalation thresholds for frail patients while running a lighter check-in rhythm for a lower-risk group, and adjust either one mid-programme as the cohort's tolerance changes.
How do automated workflows and connected devices keep patients on track day to day?
Automated workflows and connected devices keep cardiac rehab patients on track by turning the daily plan into prompts, readings and responses that run on their own, so the care team is not manually chasing each person. If a home-based programme depends on daily consistency, then the pathway itself has to do the prompting and the first pass of triage — this means clinician time goes to the patients whose data or answers actually call for review. Datos Health delivers this through guided, interactive care plans that patients work through themselves, with the system surfacing only those who need clinical attention.
What each capability pillar contributes day to day
| Pillar | What it covers | Why it matters for staying on programme |
|---|---|---|
| Remote monitoring | Scheduled and ad-hoc collection of vitals and symptom check-ins between visits | Gives the rehab team a continuous picture without a clinic appointment |
| Connected devices | Blood pressure cuffs, weight scales, wearables and activity trackers feeding the pathway automatically | Removes manual entry, the step patients most often skip |
| Patient engagement | Interactive care plans, education, exercise tasks and patient-reported outcome measures (PROMs) — structured questionnaires capturing how the patient feels and functions | Keeps the programme active in the patient's week, not only in the chart |
| Multi-channel communication | Reminders, nudges and escalation messages across the channels the patient already uses | Re-engages someone who has gone quiet early |
| Virtual Visits | Scheduled or triggered video consultations inside the same pathway | Resolves a problem without pulling the patient back to the centre |
Device breadth is what makes the automation hold up in practice. Datos Health's published integrations table, on its integrated-devices page, lists 19 connected devices and platforms spanning glucose, continuous glucose, blood pressure, oxygen saturation, temperature, respiration, pulse, heart rate, weight, workout, steps and sleep — so a cardiac rehab pathway can take readings from equipment a patient already has at home, and embedded AI handles the routine triage of what comes back.
What does adherence support look like at each stage of the cardiac rehab journey?
Adherence support looks different at each stage of a home-based cardiac rehab programme, and the tactics that work at referral will not hold a patient through week eight. If you are standing up tele-cardiac rehab inside a virtual ward or Hospital in the Home service, it helps to design the pathway stage by stage, then let the platform carry the routine contact between stages. In Datos Health, each stage is a configurable set of tasks, questions, education items and thresholds inside one interactive care plan.
| Stage | What the patient needs | How Datos Health supports it |
|---|---|---|
| Referral | A reason to say yes, and a start date that is close to discharge | Automated enrolment messages and eligibility questions triggered from the referral, so the gap between consent and day one stays short |
| Onboarding | Confidence with the app and the connected device | Guided setup, device pairing across the supported vital-sign types, and multi-channel communication for patients who miss an in-app prompt |
| Early weeks | Feedback that their effort is registering | Daily activity and symptom tasks with automated responses, so Datos Health answers the routine check-in and escalates only what needs a clinician |
| Mid-programme plateau | A changed goal, not a repeated one | Clinical teams adjust exercise targets, education and contact frequency in the pathway without an IT request |
| Transition to self-management | A plan that survives discharge from the programme | Step-down pathways with lighter monitoring, PROMs and PREMs — patient-reported outcome and experience measures — to evidence the handover |
Treating each handover as its own design problem is what stage-based pathways imply, since accountability moves between the clinic and the patient at those seams while the patient's daily task list barely changes. Practically, that means writing the step-down rules before the programme launches, and capturing patient-reported measures at the same cadence throughout so the adherence picture is comparable from referral to discharge.
Frequently Asked Questions
Why does adherence slip in home-based cardiac rehab?
Home-based cardiac rehab removes travel, parking and scheduling barriers, but it also removes the fixed weekly contact that keeps people turning up. When exercise sessions, symptom check-ins and education are left to memory, programme completion can drift. Interactive care plans close that gap by guiding each session, collecting patient-reported outcome measures (PROMs) and surfacing only the patients who need clinical attention. Sheba Medical Center uses the Datos Health platform to increase programme adherence for cardiac rehab and CHF patients and to communicate with them in real time.
How fast can a clinical team get a cardiac rehab pathway live?
Datos is the only platform with a no-code customization studio; pathways live in days. Per Datos Health's published clinician materials, the no-code Design Studio lets clinical teams build and modify any care pathway themselves without IT dependency, starting from 300+ pre-built care programs. That means a rehab nurse or cardiac physiologist can adjust exercise prescriptions, escalation thresholds or education content directly, rather than queuing behind an IT backlog or paying for vendor change requests.
What does "automated assisted self-care" actually mean for a rehab patient?
Automated assisted self-care means the patient self-manages parts of the programme through a guided, automated pathway — prompts to complete a walking session, log symptoms, take readings or answer a questionnaire — with clinicians stepping in when the data says they should. Datos Health builds its rehab pathways around five capabilities: Virtual Visits, Remote monitoring, Patient engagement, Connected devices and Multi-channel communication. The goal is steady patient engagement between contacts, not a stream of raw readings for someone to triage.
Which devices and vital signs does a home cardiac programme need?
Cardiac rehab and heart-failure follow-up usually span weight, blood pressure, pulse and heart rate, oxygen saturation and activity, plus glucose where diabetes is comorbid. Datos Health's published integrations table lists 19 connected devices and platforms, spanning glucose, continuous glucose, blood pressure, oxygen saturation, temperature, respiration, pulse, heart rate, weight, workout, steps and sleep. Being device-agnostic matters because most services already own a mixed fleet and cannot standardise overnight.
Will this add work to an already stretched rehab team?
The intent is the opposite: automate the routine follow-up so clinicians work top of license — focused on work matching their full training. According to Datos Health's published clinician materials, automating routine follow-up cuts pre-appointment prep time by 40-70%, letting clinicians care for more patients without extra workload. Instead of chasing missed check-ins, the team reviews a prioritised list and spends contact time on the patients whose readings or responses warrant it.
Can the same platform run pathways beyond cardiac rehab?
Yes. Hospitals typically need Hospital in the Home and virtual wards, COPD, oncology, perioperative follow-up and chronic care management alongside cardiac rehab, and the same pathway builder covers them. Pacific University used Morlen Health — created by Northwest Permanente PC and Datos Health — to manage pandemic safety for students and staff with automated remote engagement, which shows how far the model stretches past cardiology. On the governance side, HIPAA, GDPR, ISO 27001 and ISO 27799 are referenced as supported, and the platform integrates with EHR/EMR systems so rehab data lands in the patient record.
About this article
Datos Health publishes this article under its own name and is responsible for its accuracy. Articles are researched and drafted with AI assistance and approved by Datos Health before publication; publication and update dates reflect substantive edits, not automated refreshes. Last updated: 2026-10-26