Repeatability Of Pulse Oximetry Measurements In Children During Triage In Two Ugandan Hospitals
Asdo, A.; Mawji, A.; Agaba, C.; Komugisha, C.; Novakowski, S. K.; Pillay, Y.; Kamau, S.; Wiens, M. O.; Akech, S.; Tagoola, A.; Kissoon, N.; Ansermino, M.; Dunsmuir, D.
Show abstract
BackgroundIn low- and middle-income countries, health workers use pulse oximeters for intermittent spot measurements of SpO2. However, the accuracy and reliability when used for spot measurements has not been determined. We evaluated the repeatability of spot measurements, and the ideal observation time of measurement to guide recommendations during spot check measurements. MethodsTwo one-minute measurements were done for the 3,903 subjects enrolled in the study, collecting 1Hz SpO2 and signal quality index (SQI) data. The repeatability between the two measurements was assessed using an intraclass correlation coefficient (ICC), calculated using a median of all seconds of non-zero SpO2 values for each recording (any quality, Q1), and again with a quality filter only using seconds with SQI [≥] 90% (good quality, Q2). The ICC was also calculated for both these conditions using subsets of the minute, in increasing increments of 5 seconds, up to the whole minute. Lastly, the whole minute ICC was calculated with good quality (Q2), including only records where both measurements had a mean SQI > 70% (Q3). FindingsThe repeatability ICC with condition Q1 was 0.591 (95% confidence interval (CI) = 0.570, 0.611). Using only the first 5 seconds of each measurement reduced the repeatability to 0.200 (95% CI = 0.169, 0.230). Filtering with Q2, the whole minute ICC was 0.855 (95% CI = 0.847, 0.864). The ICC did not improve beyond the first 35 seconds. For Q3, the repeatability rose to 0.908 (95% CI = 0.901, 0.914). ConclusionsTraining guidelines must emphasize the importance of signal quality and duration of measurement, targeting a minimum of 35 seconds of adequate-quality, stable data. In addition, the design of new devices should incorporate user prompts and force quality checks to encourage more accurate pulse oximetry measurement. Trial RegistrationClinical Trials.gov Identifier: NCT04304235, Registered 11 March 2020.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Identification of physiological adverse events using continuous vital signs monitoring during paediatric critical care transport: a novel data-driven approach 93%
- External validation of a paediatric SMART triage model for use in resource limited facilities 93%
- Geographical validation of the Smart Triage Model by age group 92%
Similar papers in this journal
- Identifying clinical skill gaps of healthcare workers using a digital clinical decision support algorithm during outpatient pediatric consultations in primary health centers in Rwanda 95%
- Smartphone screening for neonatal jaundice via ambient-subtracted sclera chromaticity: neoSCB app pilot study 92%
- Comprehensive profiling of social mixing patterns in resource poor countries: a mixed methods research protocol 92%
Similar papers in this journal
- Developing a video expert panel as a reference standard to evaluate respiratory rate counting in paediatric pneumonia diagnosis: protocol for a cross-sectional study 94%
- Assessing the Safety of Home Oximetry for Covid-19: A multi-site retrospective observational study 94%
- HEART rate variability biofeedback for LOng Covid symptoms (HEARTLOC): protocol for a feasibility study 91%
Similar papers in this journal
- Hypoxaemia prevalence and management among children and adults presenting to primary care facilities in Uganda: a prospective cohort study 94%
- Self-tests for COVID-19: what is the evidence? A living systematic review and meta-analysis (2020-2023) 91%
- Prediction models for post-discharge mortality among under-five children with suspected sepsis in Uganda: A multicohort analysis 90%
Similar papers in this journal
- Measuring Oxygen Access: lessons from health facility assessments in Nigeria 95%
- Implementation of a national oxygen distribution network in Lesotho: a longitudinal analysis 91%
- The hospital burden of critical illness across global settings: a point-prevalence and cohort study in Malawi, Sri Lanka and Sweden 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.