Related Experiment Video
Updated: Jun 5, 2026

Determining Soil-transmitted Helminth Infection Status and Physical Fitness of School-aged Children
Published on: August 22, 2012
Automated Respiratory Rate Counter to Assess Children for Symptoms of Pneumonia: Protocol for Cross-Sectional
Kevin Baker1,2, Alice Maurel1, Charlotte Ward1
1Malaria Consortium, London, United Kingdom.
Insights
Automated respiratory rate counters show promise for accurately diagnosing childhood pneumonia in resource-limited settings. These devices offer improved usability and acceptability for community health workers, aiding faster, more appropriate treatment.
Area of Science:
- Global Health
- Medical Devices
- Pediatric Diagnostics
Background:
- Manual respiratory rate (RR) counting for pneumonia diagnosis is error-prone.
- The World Health Organization (WHO) recommends RR counting for detecting fast breathing, a key pneumonia indicator.
- Automated RR counters aim to improve diagnostic accuracy in resource-limited settings.
Purpose of the Study:
- To evaluate the usability and acceptability of two automated RR diagnostic aids (ARIDA project) among healthcare workers and caregivers.
- To assess the performance of the Children's Automated Respiration Monitor (ChARM) and Rad-G devices.
- To understand the potential of these devices in community-based pneumonia management.
Main Methods:
- Prospective, cross-sectional study with mixed methods design in Ethiopia and Nepal.
- Training community health workers (CHWs) and first-level health facility workers (FLHFWs) on automated RR devices.
- Observation of device use and semi-structured interviews with CHWs, FLHFWs, and caregivers.
Main Results:
- Data collection occurred between April and December 2018.
- Analysis is ongoing, with initial results anticipated in 2020.
- This study represents the first evaluation of automated RR counters' usability and acceptability in low-resource settings.
Conclusions:
- Automated RR counters offer a potential improvement over manual counting for pneumonia diagnosis.
- Findings are crucial for policymakers and future research on diagnostic aids for childhood pneumonia.
- Successful implementation could enhance pneumonia management in underserved areas.
Background:
Manually counting a child's respiratory rate (RR) for 60 seconds using an acute respiratory infection timer is the World Health Organization (WHO) recommended method for detecting fast breathing as a sign of pneumonia. However, counting the RR is challenging and misclassification of an observed rate is common, often leading to inappropriate treatment. To address this gap, the acute respiratory infection diagnostic aid (ARIDA) project was initiated in response to a call for better pneumonia diagnostic aids and aimed to identify and assess automated RR counters for classifying fast breathing pneumonia when used by front-line health workers in resource-limited community settings and health facilities. The Children's Automated Respiration Monitor (ChARM), an automated RR diagnostic aid using accelerometer technology developed by Koninklijke Philips NV, and the Rad-G, a multimodal RR diagnostic and pulse oximeter developed by Masimo, were the two devices tested in these studies conducted in the Southern Nations, Nationalities, and Peoples' Region in Ethiopia and in the Karnali region in Nepal.
Objective:
In these studies, we aimed to understand the usability of two new automated RR diagnostic aids for community health workers (CHWs; health extension workers [Ethiopia] and female community health volunteers [Nepal]) and their acceptability to CHWs in Ethiopia and Nepal, first-level health facility workers (FLHFWs) in Ethiopia only, and caregivers in both Ethiopia and Nepal.
Methods:
This was a prospective, cross-sectional study with a mixed methods design. CHWs and FLHFWs were trained to use both devices and provided with refresher training on all WHO requirements to assess fast breathing. Immediately after training, CHWs were observed using ARIDA on two children. Routine pneumonia case management consultations for children aged 5 years and younger and the device used for these consultations between the first and second consultations were recorded by CHWs in their patient log books. CHWs were observed a second time after 2 months. Semistructured interviews were also conducted with CHWs, FLHFWs, and caregivers. The proportion of consultations with children aged 5 years and younger where CHWs using an ARIDA and adhered to all WHO requirements to assess fast breathing and device manufacturer instructions for use after 2 months will be calculated. Qualitative data from semistructured interviews will be analyzed using a thematic framework approach.
Results:
The ARIDA project was funded in November 2015, and data collection was conducted between April and December 2018. Data analysis is currently under way and the first results are expected to be submitted for publication in 2020.
Conclusions:
This is the first time the usability and acceptability of automated RR counters in low-resource settings have been evaluated. Outcomes will be relevant for policy makers and are important for future research of this new class of diagnostic aids for the management of children with suspected pneumonia.
International Registered Report Identifier (Irrid):
DERR1-10.2196/14405.
Related Concept Videos
Assessment of Ventilation I: Respiratory Rate
A Ventilation assessment is critical for monitoring a patient's health status. Respiration, one of the most accessible vital signs, provides insights into the function of numerous body systems and can indicate serious health issues, such as brainstem injuries from head trauma.
Critical Guidelines for Assessing Ventilation:
Respiratory Volumes and Capacities I
Special considerations while measuring oxygen saturation
Ensuring accuracy in vital sign recordings while prioritizing patient comfort and minimizing anxiety is important.
Assessment of Respiration
Subjective Assessment: Nurses interview the patient to gather information directly during the subjective assessment. It includes questions about the individual's medical history, medications, and symptoms, focusing on past respiratory conditions like asthma or COPD,...
Respiratory Assessment: Purpose and Indications
Objectives and Importance:
The primary goal of respiratory assessment is to evaluate patients at early risk of clinical deterioration. Since respiratory distress often precedes other signs of declining health, breathing patterns and sounds become a...
Physical Assessment of the Respiratory Tract II: Inspection
Chest Configuration
The chest configuration can...

