Table 5.

Behavioral antecedents and proposed improvement.

Type of Intervention	Antecedent	Modifiable Exclusively by Clinicians	How to Change
Traditional Cardiac Rehabilitation	Non-referral by treating clinicians	Yes	Training in effective patient communication; Avoiding clinician turnover.
	Lack of endorsement of clinicians effectiveness	Yes	Training in effective patient communication
	Lower socio-economic status	No	/
	Lack of interest	Yes	Implement health education and psychoeducation pathways
	Inadequate physical condition	No	/
	Geographical distance	No	/
	Smoking	No	/
	Poor functional capacity	No	/
	Increased body mass index	No	/
	History of cardiovascular accident	No	/
	Reduced frequency of activity	No	/
Remote Heart Failure Monitoring	Lack of confidence in telehealth approaches	Yes	Training on methods and purpose of programs before recruitment
	Preference for direct contact with clinician	Yes	Implement synchronous contacts with a team of referring clinicians
	Inability or unwillingness to use technology	Yes	Define simple and intuitive usability
	Technology unreliable (including too slow, or interrupted)	Yes	Verify network reliability through periodic testing
	Technology too difficult to use (user interface design, accessibility features, complexity of procedures, integration with other devices)	Yes	Define simple and intuitive usability
	Poor integration of the telehealth support role with wider team and service roles	Yes	Implement synchronous contacts with a team of referring clinicians
	Lack of timely feedback on the success of the service	Yes	Introduce immediate visual feedback to confirm correct data submission