Evidence mapPaperPMID 39504450Full record

Observational studyJMIR mHealth and uHealth2024

Validity of a Consumer-Based Wearable to Measure Clinical Parameters in Patients With Chronic Obstructive Pulmonary Disease and Healthy Controls: Observational Study.

Fien Hermans, Eva Arents, Astrid Blondeel, Wim Janssens, Nina Cardinaels, Patrick Calders, Thierry Troosters, Eric Derom, Heleen Demeyer

Abstract readObservational Study
In one paragraph

Observational study in JMIR mHealth and uHealth, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Fien HermansDepartment of Rehabilitation Sciences, Ghent University, Corneel Heymanslaan 10, Entrance 46, Ghent, 9000, Belgium, 3293326915.ORCID 0000-0001-7497-4957
Eva ArentsDepartment of Rehabilitation Sciences, Ghent University, Corneel Heymanslaan 10, Entrance 46, Ghent, 9000, Belgium, 3293326915.ORCID 0000-0001-8539-937X
Astrid BlondeelDepartment of Rehabilitation Sciences, KU Leuven, Leuven, Belgium.ORCID 0000-0002-8751-1449
Wim JanssensDepartment of Chronic Diseases, Metabolism and Aging (CHROMETA) - BREATHE, KU Leuven, Leuven, Belgium.ORCID 0000-0003-1830-2982
Nina CardinaelsClinical Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium.ORCID 0000-0002-6739-1590
Patrick CaldersDepartment of Rehabilitation Sciences, Ghent University, Corneel Heymanslaan 10, Entrance 46, Ghent, 9000, Belgium, 3293326915.ORCID 0000-0001-6327-8155
Thierry TroostersDepartment of Rehabilitation Sciences, KU Leuven, Leuven, Belgium.ORCID 0000-0003-2767-5027
Eric DeromClinical Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium.ORCID 0000-0003-1110-4940
Heleen DemeyerDepartment of Rehabilitation Sciences, Ghent University, Corneel Heymanslaan 10, Entrance 46, Ghent, 9000, Belgium, 3293326915.ORCID 0000-0001-8925-0564

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Consumer-based wearables are becoming more popular and provide opportunities to track individual's clinical parameters remotely. However, literature about their criterion and known-groups validity is scarce. Objective: This study aimed to assess the validity of the Fitbit Charge 4, a wrist-worn consumer-based wearable, to measure clinical parameters (ie, daily step count, resting heart rate [RHR], heart rate variability [HRV], respiratory rate [RR], and oxygen saturation) in patients with chronic obstructive pulmonary disease (COPD) and healthy controls in free-living conditions in Belgium by comparing it with medical-grade devices. Methods: Participants wore the Fitbit Charge 4 along with three medical-grade devices: (1) Dynaport MoveMonitor for 7 days, retrieving daily step count; (2) Polar H10 for 5 days, retrieving RHR, HRV, and RR; and (3) Nonin WristOX2 3150 for 4 nights, retrieving oxygen saturation. Criterion validity was assessed by investigating the agreement between day-by-day measures of the Fitbit Charge 4 and the corresponding reference devices. Known-groups validity was assessed by comparing patients with COPD and healthy controls. Results: Data of 30 patients with COPD and 25 age- and gender-matched healthy controls resulted in good agreement between the Fitbit Charge 4 and the corresponding reference device for measuring daily step count (intraclass correlation coefficient [ICC2,1]=0.79 and ICC2,1=0.85, respectively), RHR (ICC2,1=0.80 and ICC2,1=0.79, respectively), and RR (ICC2,1=0.84 and ICC2,1=0.77, respectively). The agreement for HRV was moderate (healthy controls: ICC2,1=0.69) to strong (COPD: ICC2,1=0.87). The agreement in measuring oxygen saturation in patients with COPD was poor (ICC2,1=0.32). The Fitbit device overestimated the daily step count and underestimated HRV in both groups. While RHR and RR were overestimated in healthy controls, no difference was observed in patients with COPD. Oxygen saturation was overestimated in patients with COPD. The Fitbit Charge 4 detected significant differences in daily step count, RHR, and RR between patients with COPD and healthy controls, similar to those identified by the reference devices, supporting known-groups validity. Conclusions: Although the Fitbit Charge 4 shows mainly moderate to good agreement, measures of clinical parameters deviated from the reference devices, indicating that monitoring patients remotely and interpreting parameters requires caution. Differences in clinical parameters between patients with COPD and healthy controls that were measured by the reference devices were all detected by the Fitbit Charge 4.

Indexed as

Pulmonary Disease, Chronic ObstructiveWearable Electronic DevicesAgedBelgiumCase-Control StudiesFemaleHeart RateHumansMaleMiddle AgedReproducibility of Resultschronic obstructive pulmonary diseaseclinical parametersCOPDdevicesFitbitheart rateheart rate variabilitymonitoringobservational studyoxygen saturationphysical activityrespiratory ratevaliditywearablewrist-worn wearable

Identifiers

PMID39504450
PMCPMC11559788

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.