Related Experiment Video
Updated: Jun 9, 2025

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Association of Wearable Derived Pulse Rate Variability With Pediatric Appendectomy Complications
J Benjamin Pitt1, Michela Carter1, Suhail Zeineddin1
1Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.
Insights
Consumer wearable devices provide pulse rate variability (PRVi) data, a digital biomarker for detecting pediatric surgical complications. Children with complications after appendectomy showed a slower PRVi increase post-discharge.
Area of Science:
- Pediatric Surgery
- Digital Health
- Biomarkers
Background:
- Postoperative recovery monitoring in children is challenging for parents after hospital discharge.
- Consumer wearable devices (CWD) offer valid, real-time pulse rate data and pulse rate variability (PRVi).
- PRVi can serve as a digital biomarker for early detection of post-discharge complications.
Purpose of the Study:
- To investigate if CWD-derived PRVi trajectories differ in pediatric appendectomy patients with surgical complications.
- To explore PRVi as an objective digital biomarker for pediatric surgical recovery.
Main Methods:
- Retrospective analysis of children (3-17 years) undergoing appendectomy for complicated appendicitis.
- Participants wore a Fitbit device for 21 days postoperatively.
- Mean daily PRVi was calculated and compared between patients with and without complications.
Main Results:
- Ninety-eight patients were enrolled; 11% developed surgical complications.
- Patients with complications exhibited a slower increase in mean PRVi over the 21-day recovery period.
- CWD-derived PRVi data showed distinct recovery trajectories based on complication status.
Conclusions:
- PRVi derived from CWD data is a viable objective digital biomarker for profiling surgical complications in children.
- This provides clinicians with a tool for enhanced postoperative monitoring and proactive complication management.
- Wearable device data can improve the detection and management of surgical complications in pediatric patients.
Introduction:
Postoperative recovery of children is difficult to gauge by parents after hospital discharge. Consumer wearable devices (CWD) generate valid and near real-time pulse rate data, integer pulse rate variability (PRVi), that can serve as digital biomarkers for the onset of complications during post-discharge recovery. This study sought to explore whether pediatric patients with surgical complications after appendectomy exhibited a CWD-derived PRVi trajectory that differs from the normative PRVi recovery trajectory.
Methods:
In this retrospective analysis, children aged 3-17 undergoing appendectomy for complicated appendicitis was invited to participate. Participants wore a Fitbit device for 21 days postoperatively. PRVi was calculated as the variance, defined as the sum of the squared differences of each value from the mean, of the heart rate in beats per minute measured over 5 consecutive minutes. The mean daily PRVi was calculated for patients recovering with and without complications.
Results:
Ninety-eight patients were enrolled in the study; 60 (61 %) were ages 3-11, 54 (55 %) were female, and 57 (58 %) were Caucasian. Eleven (11 %) developed surgical complications. Those with complications experienced a slower increase in the mean PRVi over the 21-day period.
Conclusions:
In this prospective observational study, it was demonstrated that PRVi derived from CWD data can be used as an objective digital biomarker to profile surgical complications. This finding provides clinicians with an additional tool for monitoring children during the postoperative period, enhancing their ability to proactively detect and address complications.
Level Of Evidence:
IV.
Related Concept Videos
Special considerations while measuring pulse
Assessment of apical radial pulse
The A-R pulse assessment involves simultaneous evaluation of the apical and radial pulses. When the apical and radial pulse rates vary, this assessment helps identify a pulse deficit.
Pre-Procedural Preparation
Pulse
The pulse serves as a clinical...
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Assessment of radial pulse
The radial pulse, located at the wrist, is often the preferred site for assessing peripheral pulse because of its accessibility and dependability. The process of determining the radial pulse involves several steps:
Cardiovascular System Abnormal Findings I: Inspection and Palpation
Abnormal findings observed during an inspection

