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Updated: Jun 24, 2026

Movement Retraining using Real-time Feedback of Performance
Published on: January 17, 2013
Leaning is common during in-hospital pediatric CPR, and decreased with automated corrective feedback
Dana Niles1, Jon Nysaether, Robert Sutton
1Center for Simulation, Advanced Education and Innovation, The Children's Hospital of Philadelphia, 34th Street and Civic Center Blvd., Philadelphia, PA 19104, United States. niles@email.chop.edu
Insights
Automated feedback significantly reduced chest compression leaning during pediatric CPR, improving adherence to guidelines. This technology shows promise for enhancing resuscitation quality in critical pediatric cases.
Area of Science:
- Pediatric Critical Care Medicine
- Cardiopulmonary Resuscitation Science
- Medical Device Technology
Background:
- Current Cardiopulmonary Resuscitation (CPR) guidelines emphasize complete release between chest compressions (CC), yet leaning prevalence is unstudied in pediatric in-hospital settings.
- The impact of real-time feedback on CPR quality during pediatric cardiac arrest remains unevaluated.
Purpose of the Study:
- To assess the prevalence of chest compression leaning during in-hospital pediatric CPR.
- To evaluate the effectiveness of real-time automated audiovisual feedback in reducing leaning prevalence and force.
Main Methods:
- A monitor/defibrillator with force transducer and accelerometer recorded CC leaning force and depth in pediatric patients (>/=8 years).
- Automated feedback was activated at the resuscitation leader's discretion, providing prompts when leaning force exceeded 2.5 kg.
- Leaning force and depth were compared between periods with and without feedback (NoF vs. F).
Main Results:
- Leaning force was significantly lower with feedback (1.6 kg) compared to no feedback (2.5 kg).
- Leaning exceeding 2.5 kg occurred in 27% of CC with feedback versus 50% without feedback.
- Complete release (leaning force <0.5 kg) increased from 2.2% without feedback to 10.5% with feedback.
Conclusions:
- Leaning during pediatric CPR is prevalent, with over half of compressions exceeding an adult feedback threshold in some cases.
- Automated audiovisual feedback effectively reduced both the prevalence and force of chest compression leaning.
- Further research is needed to correlate specific leaning thresholds with CPR hemodynamic outcomes.
Background:
Cardiopulmonary Resuscitation (CPR) guidelines recommend complete release between chest compressions (CC). No study has evaluated prevalence of leaning and the effect of real-time automated audiovisual feedback during in-hospital pediatric CPR.
Objectives:
We hypothesize that leaning during in-hospital pediatric CPR will be common, and that real-time automated feedback will be associated with reduced leaning prevalence and force.
Methods:
A feedback-capable monitor/defibrillator equipped with force transducer and accelerometer recorded CC leaning force and depth during in-hospital cardiac arrests (>/=8 years) at a children's hospital. Automated feedback was enabled at the resuscitation leader's discretion, and audiovisual prompts were given when leaning force exceeded 2.5 kg. Leaning force and depth CC with No Feedback (NoF) vs. with Feedback (F) were compared.
Results:
20 pediatric (mean age 14.7+/-3.8 years) pulse less arrests generated 37,396 evaluable CC. Median leaning force was 1.6 kg [0.9-2.7 kg] and leaning depth 2.9 (1.6-4.7)mm. Leaning force was greater with NoF (2.5 kg, [1.6-3.5 kg]; n=1921) vs. F (1.6 kg [0.9-2.6 kg]; n=35,164, p<0.001). Leaning>2.5 kg (adult feedback threshold) occurred in 50% (n=969) of CC with NoF and 27% (n=9367) CC with F (p<0.001). CC without leaning, defined as a leaning force of<0.5 kg, occurred in 2.2% (n=43) CC with NoF vs. 10.5% (n=3681) CC with F (p<0.001).
Conclusions:
Leaning (residual force>2.5 kg) was common during pediatric CPR. The prevalence and force of leaning were reduced with automated audiovisual feedback. Further study is necessary to determine the effect of the specific leaning threshold on CPR hemodynamics.
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