| Literature DB >> 26316725 |
Wim Stut1, Carolyn Deighan2, John G Cleland3, Tiny Jaarsma4.
Abstract
PURPOSE: The purpose of this study was to evaluate a novel online education and coaching program to promote self-care among patients with heart failure. In this program, education and coaching content is automatically tailored to the knowledge and behavior of the patient. PATIENTS AND METHODS: The evaluation of the program took place within the scope of the HeartCycle study. This multi-center, observational study examined the ability of a third generation telehealth system to enhance the management of patients recently (<60 days) admitted to the hospital for worsening heart failure or outpatients with persistent New York Heart Association (NYHA) Functional Classification III/IV symptoms. Self-reported self-care behavior was assessed at baseline and study-end by means of the 9-item European Heart Failure Self-care Behavior scale. Adherence to daily weighing, blood pressure monitoring, and reporting of symptoms was determined by analyzing the system's database.Entities:
Keywords: e-coaching; lifestyle; patient adherence; telehealth
Year: 2015 PMID: 26316725 PMCID: PMC4548736 DOI: 10.2147/PPA.S88482
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Inclusion and exclusion criteria for the HeartCycle study
| Inclusion criteria |
| • A clinical diagnosis of heart failure |
| ο Cause of heart failure may be for any reason other than those that are rapidly reversible (see exclusion criteria) |
| ο May include patients with and without a low left ventricular ejection fraction or with valve disease |
| • Requiring treatment with at least 40 mg/day of furosemide or equivalent (1 mg of bumetanide or 10 mg of torasemide) |
| • Evidence of advanced or unstable disease |
| ο Admission to hospital for or complicated by heart failure currently or within the previous 60 days |
| ο Or outpatients with persistent NYHA III/IV symptoms |
| • An elevated NT-proBNP value (within the 3 months prior to enrollment) |
| ο ≥1,000 pg/mL if in sinus rhythm, including atrio-biventricular pacing |
| ο ≥2,000 pg/mL if not in sinus rhythm |
| Exclusion criteria |
| • Unwilling to comply with the protocol. Patients should be willing and able to make daily measurements at home throughout Phase II |
| • Rapidly reversible causes of heart failure such as severe anemia (defined as the need for a blood transfusion), thyrotoxicosis, admission with rapid (>120 bpm) atrial fibrillation with good ventricular function |
| • Inability, in the investigators’ opinion, to operate or comply with the telehealth system, even with available support from carers and health volunteers if available |
| • Patients who are unable to communicate directly or indirectly in the local language (English in the United Kingdom, German in Germany, and Spanish in Spain) cannot participate |
Abbreviations: NYHA, New York Heart Association; NT-proBNP, N-terminal pro b-type natriuretic peptide.
Baseline characteristics of the study population
| Total number of patients =123 | n (%) or mean ± SD |
|---|---|
| Men | 97 (79) |
| Mean age (years) | 66.2±11.8 |
| Age >70 years | 49 (40) |
| BMI (kg/m2) | |
| Underweight <18.5 | 2 (2) |
| Normal 18.5–25.0 | 37 (30) |
| Overweight 25.0–30.0 | 45 (37) |
| Obese ≥30.0 | 39 (32) |
| Cardiovascular history | |
| Myocardial infarction | 58 (47) |
| Revascularization | 52 (42) |
| Valve surgery | 11 (9) |
| Co-morbidities | |
| Cancer | 16 (13) |
| Diabetes | 53 (43) |
| NYHA class and symptoms | |
| NYHA II | 42 (34) |
| NYHA III | 81 (66) |
| Angina | 18 (15) |
| Peripheral edema | 41 (33) |
Note: Values are presented as n (%) or as mean ± SD.
Abbreviations: BMI, body mass index; NYHA, New York Heart Association.
Figure 1The number of patients per number of months of system usage.
Figure 2Percentage of adherent patients in the EHFScB-9 self-care behavior scale at baseline and study end (n=101).
Notes: *P<0.05, **P<0.001.
Abbreviation: EHFScB-9, 9-item European Heart Failure Self-care Behavior Scale.
Differences between the answers at baseline and study end for self-care behaviors measured with the EHFScB-9 scale (n=101)
| Self-care behavior | Number of patients showing an improvement | Number of patients remaining the same (remaining adherent) | Number of patients showing a decline | Number of patients with invalid answer(s) |
|---|---|---|---|---|
| Daily weighing | 30 | 61 (61) | 5 | 5 |
| Fluid restriction | 17 | 70 (68) | 10 | 4 |
| Low-salt diet | 25 | 65 (62) | 8 | 3 |
| Medication intake | 4 | 91 (91) | 2 | 4 |
| Physical activity | 44 | 35 (28) | 19 | 3 |
Notes: EHFScB-9 scores range from 1 (“I completely agree”) to 5 (“I completely disagree”). A patient shows an improvement for a behavior if the score at study end is lower than the score at baseline. A patient remains the same for a behavior if the score at study end equals the score at baseline, and remains adherent if the scores for a behavior at study end and at baseline both are 1 (“I completely agree”) or 2 (“I agree”).
Abbreviation: EHFScB-9, 9-item European Heart Failure Self-care Behavior Scale.
Objectively measured adherence per daily task (n=120)
| Daily task | Overall adherence percentage | Average adherence percentage (SD) | Percentage of patients performing daily task on ≥80% of expected days |
|---|---|---|---|
| Measure weight | 91 | 90 (16) | 88 |
| Measure blood pressure | 90 | 89 (17) | 85 |
| Report symptoms | 68 | 66 (32) | 50 |
Notes: The overall adherence is the total number of received data elements (of all patients) divided by the total number of expected data elements (of all patients). The average adherence is the average of the 120 individual adherence numbers.
Abbreviation: SD, standard deviation.
Figure 3Number of patient-months per adherence percentage interval (total number of patient-months =1,101).
Figure 4Average adherence over time for weight, blood pressure, and symptoms reporting. The numbers at the horizontal axis denote the number of patients who were using the system in that month. Since month M18 had only one patient, this month has been excluded from the figure.
Figure 5Box-and-whisker plot for measuring weight. Vertical axis shows adherence. Horizontal axis shows the months and the number of patients who were using the system in that month. Month M18 has been excluded from the figure since only one patient was using the system for 18 months.
Figure 6Box-and-whisker plot for measuring blood pressure. Vertical axis shows adherence. Horizontal axis shows the months and the number of patients who were using the system in that month. Month M18 has been excluded from the figure since only one patient was using the system for 18 months.
Figure 7Box-and-whisker plot for symptoms reporting. Vertical axis shows adherence. Horizontal axis shows the months and the number of patients who were using the system in that month. Month M18 has been excluded from the figure since only one patient was using the system for 18 months.
Studies reporting on HF signs and symptoms monitoring adherence using telehealth system data
| Number of months in study | Average (SD) adherence percentage
| Percentage of patients monitoring at least ×% of the time
| ||||||
|---|---|---|---|---|---|---|---|---|
| Weight | Blood pressure | Symptoms | × | Weight | Blood pressure | Symptoms | ||
| Signs and symptoms reported separately | ||||||||
| HeartCycle | 9 (average) | 89.7 (16.2) | 88.6 (16.9) | 66.0 (32.0) | 80 | 87.5 | 84.2 | 50.0 |
| Prescher et al | 22 (average) | – | 90.6 (15.1) | 88.0 (15.6) | – | – | – | – |
| Domingo et al | 12 | 76.4 (19.6) | 71.8 (22.1) | – | 80 | 52.2 | 44.4 | – |
| Ledwidge et al | 5 (average) | 90.6 (13.6) | – | – | 85 | 77.0 | – | – |
| Lyngå et al | 12 | 75 | – | – | – | – | – | – |
| de Lusignan et al | 12 | 73.7 (19.9) | 89.0 (6.7) | – | – | – | – | – |
| Signs and symptoms reported together | ||||||||
| Prescher et al | 22 (average) | 88.9 (21.5) [P] and 81.8 (22.8) [A] | 80 | 87.3 [P] and 85.1 [A] | ||||
| Seto et al | 6 | 79* | 80 | 66 | ||||
| Chaudhry et al | 6 | – | 43** | 90.2 (week 1) to 55.1 (week 26) | ||||
| Cleland et al | 16 (median) | – | 80 | 81 [P] and 55 [A] | ||||
Notes: [P] means partial adherence (ie, at least one measurement done), [A] means absolute adherence (ie, all measurements done). The percentage 79* has been derived from the sentence “Patients completed their required measurements on average between 5 and 6 days per week”.43 The value 43** is based on at least three calls a week (a cutoff point representing approximately half the expected usage).34
Abbreviations: HF, heart failure; SD, standard deviation.
The details corresponding to the box-and-whisker plots in Figures 5–7
| Month | M1 | M2 | M3 | M4 | M5 | M6 | M7 | M8 | M9 | M10 | M11 | M12 | M13 | M14 | M15 | M16 | M17 | M18 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | 120 | 120 | 118 | 116 | 105 | 92 | 87 | 80 | 66 | 57 | 47 | 35 | 26 | 15 | 7 | 5 | 4 | 1 |
| Weight | ||||||||||||||||||
| Max | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| 75th | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| Median | 95.5 | 100.0 | 100.0 | 100.0 | 96.8 | 96.8 | 100.0 | 96.7 | 96.8 | 100.0 | 100.0 | 100.0 | 98.4 | 100.0 | 96.8 | 100.0 | 98.3 | 100.0 |
| 25th | 85.3 | 93.5 | 93.5 | 93.5 | 90.3 | 87.0 | 93.1 | 83.7 | 82.1 | 80.0 | 85.5 | 88.7 | 86.1 | 73.7 | 93.3 | 100.0 | 81.2 | 100.0 |
| Min | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 50.0 | 38.5 | 25.0 | 0.0 | 100.0 | 34.8 | 100.0 |
| Blood pressure | ||||||||||||||||||
| Max | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 76.7 |
| 75th | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 97.6 | 76.7 |
| Median | 95.1 | 100.0 | 100.0 | 96.8 | 96.7 | 96.8 | 100.0 | 96.7 | 96.7 | 96.8 | 96.7 | 93.5 | 95.2 | 93.3 | 96.7 | 96.8 | 91.9 | 76.7 |
| 25th | 85.4 | 93.3 | 93.3 | 90.8 | 83.3 | 86.7 | 92.7 | 79.6 | 83.9 | 85.2 | 83.6 | 80.6 | 82.4 | 72.1 | 80.5 | 90.0 | 83.6 | 76.7 |
| Min | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38.7 | 23.1 | 0.0 | 0.0 | 73.3 | 73.3 | 76.7 |
| Symptoms | ||||||||||||||||||
| Max | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 13.3 |
| 75th | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 96.8 | 96.8 | 98.4 | 100.0 | 100.0 | 100.0 | 98.4 | 87.5 | 67.5 | 13.3 |
| Median | 92.2 | 93.4 | 93.5 | 93.5 | 93.3 | 91.8 | 96.2 | 88.0 | 83.6 | 90.3 | 87.1 | 91.7 | 88.0 | 86.7 | 90.0 | 51.6 | 50.9 | 13.3 |
| 25th | 66.7 | 66.6 | 75.0 | 74.0 | 64.5 | 60.0 | 60.6 | 47.6 | 45.5 | 40.0 | 62.4 | 48.3 | 47.3 | 20.8 | 26.3 | 20.0 | 35.0 | 13.3 |
| Min | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.2 | 0.0 | 0.0 | 0.0 | 18.2 | 4.3 | 13.3 |
Notes: For measuring weight, blood pressure, and symptoms reporting the maximum adherence, the 75th percentile, the median, the 25th percentile, and the minimum adherence per month are shown. The number of patients per month is indicated by n.