Medicine

N. Caples, F. O'brien, M. Mooney

2026.2.26Journal of Cardiovascular Nursing

DOI: 10.1097/jcn.0000000000001316

tlooto Summary

These results support integrating simple, alert-enabled apps such as the Fluid Heart Tracker into HF programs to strengthen self-care and reduce preventable admissions.

Abstract

BACKGROUND Weight monitoring as part of heart failure (HF) self-care enables timely intervention to prevent hospitalizations. Apps with prompts may improve adherence to monitoring and earlier help-seeking behavior compared with paper logbooks.

OBJECTIVE This study aimed to evaluate the effectiveness of the Fluid Heart Tracker App compared with a paper logbook for weight monitoring in patients with HF, focusing on monitoring adherence, help-seeking behavior, and hospitalization.

METHODS A quasi-experimental, multicenter study was conducted in 2 consecutive 12-month phases, guided by the Situation-Specific Theory of HF Self-Care. A logbook was used initially (phase 1), followed by the Fluid Heart Tracker App (phase 2). Of 184 participants, 136 completed both phases. Analyses compared adherence, help-seeking behavior, and hospitalization outcomes between both phases.

RESULTS App adherence was higher (median: 346.5 days, interquartile range [IQR] = 299-360) than logbook use (median: 315 days, IQR = 36-365; P < .001). Help-seeking behavior increased from 43.4% in phase 1 to 73.5% in phase 2 (P = .031), while the longest delay reduced from 14 to 2 days (P < .001). Males were more likely to initiate app use (P = .046); age was not a barrier (P = .668). Hospitalization rates according to app use frequency did not differ (P = .384). Declines were observed in the number of participants hospitalized (P = .0066) and the number of episodes (P = .0035).

CONCLUSIONS These results support integrating simple, alert-enabled apps such as the Fluid Heart Tracker into HF programs to strengthen self-care and reduce preventable admissions.

Citation format

CAPLES, N.; O'BRIEN, F.; MOONEY, M. App versus logbook for weight monitoring and help-seeking behavior in heart failure: A single-group quasi-experimental study: A single-group quasi-experimental study. Journal of Cardiovascular Nursing, 2026.