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. 2022 Aug 23;4(9):e676–e691. doi: 10.1016/S2589-7500(22)00124-8

Table.

Summary of heart failure studies

Country Study design Total population (N) Patient characteristics Duration of follow-up (months) Telemedicine group (n) Telemedicine Intervention WHO classification Key findings
Antonicelli et al (2008)13 Italy Randomised controlled trial 57 Mean age 78·0 (SD 7·1) years; 35 male participants 12 28 Telephone consultation and data monitoring (weekly electrocardiogram transmission, symptoms, adherence, blood pressure, heart rate, weight, and urine output) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Reduced mortality and hospitalisation rates in intervention group recruited after hospitalisation with heart failure, associated with better compliance with treatment than control (91% vs 43%); secondary reductions in blood pressure and cholesterol level, and better health perception reported than in controls
Antonicelli et al (2010)14 Italy Randomised controlled trial 57 Mean age 78·2 (SD 7·3) years; 33 male participants 12 29 Telephone consultation and data monitoring (weekly electrocardiogram transmission, symptoms, adherence, blood pressure, heart rate, weight, and urine output) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Home telemonitoring group recruited as outpatients had increased β blocker usage, lower mortality and hospital admissions, and better medication adherence than control group (89·7% vs 35·7%)
Böhm et al (2016)15 Germany Randomised controlled trial 1002 Mean age 66·3 (SD 10·4) years; 799 male participants 22·9 505 Text message alerts, telephone consultation, and data monitoring (fluid status) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Primary endpoint as death from any cause or first hospitalisation for cardiovascular disease was 45·0% in the intervention group and 48·1% in control group (p=0·13); all-cause death did not differ significantly between groups (p=0·52)
Boriani et al (2017)16 Europe and Israel Randomised controlled trial 865 Mean age 66·0 (SD 10·0) years; 133 male participants 24 437 Data monitoring (lung fluid accumulation and atrial tachyarrhythmia) Remote monitoring of patient health or remote monitoring of diagnostic data by provider No difference in composite and individual endpoints of death and cardiovascular-related and device-related hospitalisation between groups; a significant reduction in a composite endpoint of health-care resource use of 38% in the telemedicine vs control groups (IRR 0·62 [95% CI 0·58–0·66]; p<0·001)
Chaudhry et al (2010)17 USA Randomised controlled trial 1653 Median age 61·0 (IQR 51·0–73·0) years; 959 male participants 6 826 Telephone-based interactive voice-response system (symptoms and weight monitoring) Remote monitoring of patient health or remote monitoring of diagnostic data by provider The telemedicine group and the usual-care group did not differ significantly for all-cause mortality (11·1% in the telemonitoring group and 11·4% in the usual-care group; p=0·88) or hospital readmission (49·3% in the telemonitoring group and 47·4% in the usual-care group; p=0·45)
Dendale et al (2012)18 Belgium Randomised controlled trial 160 Mean age 76·0 (SD 10·0) years; 104 male participants 6 80 Bluetooth-enabled cell phone for automated data monitoring (blood pressure, weight, and heart rate), web-based, and email Remote monitoring of patient health or remote monitoring of diagnostic data by provider The total number of follow-up days lost to hospitalisation, dialysis, or death was significantly lower in telemedicine group as compared to usual care group (13 days vs 30 days; p=0·02)
Dunagan et al (2005)19 USA Randomised controlled trial 151 Mean age 70·0 (SD 13·3) years; 66 male participants 12 76 Telephone consultation Consultations between remote patient and health-care provider Patients assigned to telemedicine had a reduced risk of any hospital attendance (HR 0·67 [95% CI 0·47–0·96]; p=0·029) or hospital readmission (0·67 [0·46–0·99]; p=0·045). There were no significant associations with heart failure-specific readmission, functional status, mortality, or satisfaction with care.
Frederix et al (2019)20 Belgium Randomised controlled trial 160 Mean age 76·0 (SD 10·0) years; 93 male participants 79 80 Email, telephone consultation, and data monitoring (weight, blood pressure, and heart rate) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Telemedicine was associated with reduced days lost to heart failure readmission compared with usual care (p=0·04), but without effect on all-cause mortality (HR 0·83 [95% CI 0·57–1·20]; p=0·32)
Gingele et al (2019)21 Netherlands Randomised controlled trial 382 Mean age 71·0 (SD 11·0) years; 226 male participants 26 197 Telephone consultation and electronic device for data monitoring (symptoms, knowledge, and behaviour) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Telemedicine associated with fewer heart failure-related hospitalisations [IRR 0·54 [95% CI 0·31–0·88]), but no difference in time to first heart failure-related hospital admission, all-cause mortality, or days alive and out of hospital
Giordano et al (2009)22 Italy Randomised controlled trial 460 Mean age 57·0 (SD 10·0) years; 391 male participants 12 230 Telephone consultation and data monitoring (electrocardiogram) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider 1 year home-based telemonitoring programme reduced hospital readmissions and significantly reduced the mean cost of hospital admissions by 35% among patients with chronic heart failure (€843 [SD 1733] in the intervention vs €1298 [2322] in usual care, p<0·01)
Guédon-Moreau et al (2013)23 France Randomised controlled trial 433 Mean age 61·6 (SD 12·5) years; 382 male participants 24·2 221 Data monitoring by implantable cardioverter-defibrillator holter (abnormal heart rhythm) Remote monitoring of patient health or remote monitoring of diagnostic data by provider The telemedicine home monitored group had fewer inappropriate implantable cardiac defibrillator shocks than patients with usual ambulatory monitoring (5% vs 10% with usual care; p<0·05) with non-inferiority for major adverse events
Koehler et al (2011)24 Germany Randomised controlled trial 710 Mean age NA; 577 male participants 24 354 Telephone consultation, wireless Bluetooth device, personal digital assistant cell phone, and data monitoring (electrocardiogram, blood pressure, and weight) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider No significant effect of remote telemonitoring on all-cause mortality, cardiovascular death, or hospitalisation
Koehler et al (2018)25 Germany Randomised controlled trial 1538 Mean age 70·0 (SD 10·5) years; 1070 male participants 59 765 Telephone consultation and data monitoring (electrocardiogram, blood pressure, weight, and oxygen saturation) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Reduced proportion of days lost due to unplanned cardiovascular-related hospital admissions and all-cause death in a telemedicine management group compared with usual care (IRR 0·80 [95% CI 0·65–1·00]; p=0·046)
Kotooka et al (2018)26 Japan Randomised controlled trial 181 Mean age 66·2 (SD 14·3) years; 107 male participants 31 90 Telephone consultation, web-based, and data monitoring (blood pressure, pulse rate, weight, and body composition) Consultations between remote patient and healthcare provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider There was no difference in the primary composite endpoint of all-cause death or rehospitalisation due to worsening heart failure between telemedicine and usual care groups (HR 0·95 [95% CI 0·55–1·65], p=0·57)
Lear et al (2014)27 Canada Randomised controlled trial 78 Age range 41·5–76·0 years; 66 male participants 4 38 Web-based cardiac rehabilitation, one-to-one chat consultation, email, and data monitoring (heart rate) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider The telemedicine cardiac rehabilitation programme was associated with no difference in exercise capacity (45·7 [95% CI 1·04–90·48] increase in Bruce protocol time in the intervention group versus baseline, but below the specified clinically relevant threshold of 60 s)
López-Liria et al (2019)28 Spain Randomised controlled trial 50 Mean age 75·0 (SD 12·0) years; 24 male participants 12 25 Web-based data monitoring from implantable cardiac devices Remote monitoring of patient health or remote monitoring of diagnostic data by provider Following permanent pacemaker insertion, no difference observed between remote monitoring and control groups for emergency hospital visits and rehospitalisations (28% vs 32%; p=0·53); both groups showed statistically significant improvements in the baseline parameters based on the Minnesota Living with Heart Failure questionnaire
Lundgren et al (2016)29 Sweden Randomised controlled trial 50 Mean age 62·9 (SD 12·8) years; 29 male participants 2 25 Web-based and email consultations Consultations between remote patient and health-care provider No significant difference in depressive symptoms, cardiac anxiety, and quality of life for patients with heart failure between groups managed remotely using internet-based cognitive behavioural therapy and online moderated discussion forums
Lüthje et al (2015)30 Germany Randomised controlled trial 176 Mean age 65·9 (SD 12·0) years; 136 male participants 15 87 Data monitoring (fluid overload) Remote monitoring of patient health or remote monitoring of diagnostic data by provider Remote monitoring of implantable cardiac devices in patients with heart failure was associated with no difference in heart failure-related hospitalisations (HR 1·23 [95% CI 0·62–2·44]; p=0·55) or all-cause mortality compared with controls (8·6% vs 4·6% usual care at 1 year; p=0·50)
Morgan et al (2017)31 England Randomised controlled trial 1650 Mean age 69·5 (SD 10·2) years; 1415 male participants 24 824 Telephone consultation and data monitoring from implantable electronic devices Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider No significant differences between remote monitoring group and controls for a primary outcome of all-cause mortality or unplanned cardiovascular hospitalisation (42·4% vs 40·8% in usual care; p=0·87); no differences were observed for secondary outcomes
Piette et al (2015)32 USA Randomised controlled trial 372 Mean age 67·9 (SD 10·2) years; 366 male participants 12 189 Email and telephone consultations, and data monitoring (systematic monitoring and tailored self-management education via interactive voice response) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Telemedicine intervention using a mobile health application was associated with less caregiving strain, and better engagement of care givers with patients with heart failure than in the control group
Piotrowicz et al (2015)33 Poland Randomised controlled trial 107 Mean age 56·7 (SD 11·9) years; 95 male participants 2 75 Data monitoring (electrocardiogram, weight, and blood pressure) Remote monitoring of patient health or remote monitoring of diagnostic data by provider Significant improvement for peak oxygen uptake in the telemedicine-delivered exercise intervention group; however, there were no observed deaths or hospitalisations in either intervention or control groups
Rahimi et al (2020)34 UK Randomised controlled trial 202 Mean age 71·6 (SD 11·5) years; 145 male participants 20 101 Telephone consultation, tablet computer-enabled Bluetooth and app, and data monitoring (weight, blood pressure, and heart rate) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Physical wellbeing of participants did not differ significantly between telemedicine home monitoring of patients with heart failure and control groups
Riegel et al (2002)35 USA Randomised controlled trial 358 Mean age 72·0 (SD 12·0) years; 175 male participants 6 130 Telephone and email consultation Consultations between remote patient and health-care provider Significant reduction in the hospitalisation rate for heart failure (0·21 [SD 0·5] vs 0·41 [0·77 admissions per person in usual care, p=0·01), hospital days for heart failure, and multiple readmissions, and better patient satisfaction in the telemedicine intervention group than in the control group; cost savings for inpatient heart failure care were reported after deduction of the intervention costs
Rodríguez-Gázquez et al (2012)36 Colombia Randomised controlled trial 63 Mean age 70·0 (SD 10·5) years; 31 male participants 9 33 Telenursing sessions Consultations between remote patient and health-care provider Improvement in a self-care scale of at least 20% for patients managed by telemedicine compared with controls
Scherr et al (2009)37 Austria Randomised controlled trial 120 Median age 66·0 (IQR 62·0–72·0) years; 85 male participants 6 54 Telephone consultation, email, web-based, and data monitoring (blood pressure, heart rate, and weight) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Home telemonitoring following an episode of decompensated heart failure was associated with a non-significant trend towards a lower composite outcome of death or hospitalisation compared with controls (50% RR reduction, p=0·06)
Tajstra et al 202038 Poland Randomised controlled trial 600 Mean age 64·0 (SD NA) years; 487 male participants 12 299 Telephone consultation and data monitoring from remote monitoring devices Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Remote monitoring and guided care of implantable cardiac devices was associated with a reduction in the primary composite outcome of all-cause mortality or cardiovascular death compared with usual care (39·5% vs 48·5% in usual care; p=0·048)
Thorup et al (2016)39* Denmark Randomised controlled trial 119 Mean age 62·8 (SD 11·5) years; 51 male participants 12 64 Tablet and data monitoring (blood pressure, pulse rate, weight, and daily steps) Remote monitoring of patient health or remote monitoring of diagnostic data by provider Increased walking from a mean of 5191 (SD 3198) to 7890 (SD 2629) steps per day among patients for cardiac diseases with remote monitoring; notably more among younger patients with better adherence to the pedometer
Weintraub et al (2010)40 USA Randomised controlled trial 188 Mean age 69·0 (SD 13·5) years; 124 male participants 3 95 Telephone consultation, data monitoring via automated health monitoring device (weight, blood pressure, and heart rate) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Remote telemedicine monitoring of bodyweight, blood pressure, heart rate, and self-reported health associated with a reduction in rate of heart failure hospitalisation compared with controls (risk rate 0·50 [95% CI 0·25–0·99]; p=0·05)
Dadosky et al (2018)41 USA Prospective non-randomised trial 141 Mean age 79·8 (SD 10·1) years; 105 male participants 1 49 Interactive tele-management video sessions and data monitoring via remote sensor (heart rate, respiration, body position, electrocardiogram, and weight) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Patients receiving the telemedicine intervention had lower rehospitalisation rates (17% vs 24%) than those receiving usual care, despite higher predicted rehospitalisation risk
Quinn (2006)42 USA Quasi-experimental study 22 Mean age 76·5 (SD NA) years; age range 49·0–90·0 years; 11 male participants 3 22 Telephone consultation Consultations between remote patient and health-care provider The frequency of reported symptoms decreased at the end of the telemedicine intervention; the hospitalisation rate was also lower than in a historical cohort with hospitalisation data available
Chen et al (2010)43 Taiwan Cohort study 550 Mean age 62·8 (SD 15·5) years; 387 male participants 6 275 Telephone consultation Consultations between remote patient and health-care provider A significantly lower all-cause admission rate per person (intervention group had 0·60 [SD 0·77] admissions per person; and usual care group had 0·96 [0·85] admissions per person), shorter length of hospital stay (reduced by 8 days per person), and lower total 6 month medical costs (reduced by US$2682 per patient) in the intervention group compared than in the usual care group.
Kurek et al (2017)44 Germany Cohort study 574 Median age for remote monitoring group 63·0 (IQR 56·0–69·0) years; median age for non-remote monitoring group 62·0 (IQR 53·0–70·0) years; 482 male participants 36 574 Data monitoring of implantable cardiac devices via remote monitoring online system Remote monitoring of patient health or remote monitoring of diagnostic data by provider Significantly lower all-cause mortality in patients under remote monitoring compared with propensity-matched controls up to 3 years of follow-up (4·9% vs 22·3% in controls; p<0·0001)
Mittal et al (2016)45 USA Cross-sectional 106 027 Mean age 71·6 (SD 13·0) years; 68 159 male participants 30 106 027 Telephone consultation and data monitoring from cardiac implantable electronic device Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Comparisons made between early and later initiation of remote monitoring for implantable cardiac devices; prompt initiation of remote monitoring was associated with increased chance of survival (HR 1·18 [95% CI 1·13–1·22, p<0·001)
Martín-Lesende et al (2017)46 Spain Cohort study 42 Mean age 78·9 (SD 7·5) years; 19 male participants 12 15 Data monitoring from smartphones to web-platform (aided with alert system) Remote monitoring of patient health or remote monitoring of diagnostic data by provider Home-based telemedicine application and alerting system associated with reduced hospitalisation days and emergency department attendances compared with patients who were not randomised from before the intervention (1·1 [SD 1·5] vs 2·6 [1·6] admissions per patient for usual care attendances)
Masella et al (2008)47 Italy Cohort study 67 Mean age 64·0 (SD 9·0) years; 58 male participants 3 67 Data monitoring from implantable cardioverter defibrillator Remote monitoring of patient health or remote monitoring of diagnostic data by provider A remote telemonitoring service for implantable cardiac devices improved efficiency of care; only a small number of clinical events occurred in cohort study
Moore (2016)48 USA Cohort study 22 Median age 78·2 (IQR NA) years; 7 male participants 4 22 Telephone consultation and data monitoring (blood pressure, oxygen saturation, and weight) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Home-based telemonitoring supported by nurse practitioner reviews was associated with lower short-term admission rates to hospital compared with national average figures, but this was a small cohort
Nishii et al (2015)49 Japan Cohort study 195 Mean age 66·3 (SD 11·3) years; 149 male participants 24 195 Data monitoring (serum brain natriuretic peptide and fluid status) Remote monitoring of patient health or remote monitoring of diagnostic data by provider Device implanted to measure volume status by intrathoracic impedance triggering alerts; B-type natriuretic peptide concentrations and bodyweight were not significantly different from baseline in patients with alerts
Odeh et al (2015)50 UK Cohort study 48 Mean age 71·1 (SD 10·4) years; 19 male participants 24 48 Telehealth service Consultations between remote patient and health-care provider In a mixed observational cohort including patients with heart failure, telemedicine was associated with reduced hospital admissions compared with a pre-telemedicine period
Rosen et al (2017)51 USA Cohort study 50 Mean age 61·0 (SD 12·0) years; 14 male participants 6 50 Telehealth platform for daily, real-time reporting of health status, and video conferencing Consultations between remote patient and health-care provider Patients given telemedicine intervention did not have lower hospital admission rates compared with a previous period in this non-randomised study (37% vs 43%; p=0·32)
Scalvini et al (2006)52 Italy Cohort study 438 Mean age 68·2 (SD 14·8) years; 268 male participants 12 226 Teleassistance and data monitoring (electrocardiogram) Consultations between remote patient and health-care provider; remote monitoring of patient health or remote monitoring of diagnostic data by provider Patients with heart failure supported with a home-based telemonitoring system had more proactive health-care contacts than a comparator group managed by general practitioners; however, the cohorts differed widely in baseline risk

HR=hazard ratio. IRR=incident rate ratio. NA=not available. OR=odds ratio. RR=risk ratio.

*

This study also included secondary cardiovascular prevention patients.