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. 2024 Feb 15;8:e48971. doi: 10.2196/48971

Table 3.

Heart failure (HF) status and pharmacotherapy adherence among study participants (n=20).

Variable Value
HF status

Duration of HF (years), n (%)


<1 1 (5)


1-2 2 (10)


2-5 6 (30)


>5 11 (55)

Primary physician managing HF treatment, n (%)


Cardiologist 13 (65)


Primary care physician 2 (10)


Does not know 4 (20)


Other 1 (5)

Number of prescribed HF medications, n (%)


1 1 (5)


2-5 10 (50)


>5 9 (45)

Type of HF, n (%)


HFpEFa 10 (50)


HFrEFb 10 (50)

Number of hospital admissions for HF over the last 12 months, n (%)


0 2 (10)


1 7 (35)


2-5 10 (50)


>5 1 (5)

Number of physician encounters due to concerns surrounding worsening HF over last 12 months, n (%)


0 7 (35)


1-5 10 (50)


6-10 1 (5)


11-20 2 (10)

Degree of concern about HF, n (%)


Slightly concerned 2 (10)


Moderately concerned 5 (25)


Very concerned 4 (20)


Extremely concerned 9 (45)
Pharmacotherapy adherence

Percentage of self-reported HF medication adherence over last 3 months, mean (SD) 90.1 (17.1)

Uses a system to maintain medication adherence, n (%)


Yes 12 (60)


No 8 (40)

Medication adherence systems used, n (%)c


Smart pill box 1 (8)


Pill organizer 10 (83)


Smartphone-based reminders 3 (25)


Other 1 (8)

Visualization of adherence patterns would motivate medication adherence, n (%)


Yes 151 (55)


No 7 (35)


Unsure 2 (10)

Willingness to use the DPSd , n (%)


Yes 12 (60)


No 8 (40)

aHFpEF: heart failure with preserved ejection fraction.

bHFrEF: heart failure with reduced ejection fraction.

cParticipants were provided with the opportunity to select multiple options, if applicable.

dDPS: digital pill system.