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Garmin Ltd consumer grade wearable devices
The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
Consumer Grade Wearable Devices, supplied by Garmin Ltd, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/consumer+grade+wearable+devices/pmc12928483-159-10-17?v=Garmin+Ltd
Average 86 stars, based on 1 article reviews
consumer grade wearable devices - by Bioz Stars, 2026-08
86/100 stars

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1) Product Images from "Comparison of consumer-grade wearable devices with a research-grade instrument for measuring physical activity in a free-living setting"

Article Title: Comparison of consumer-grade wearable devices with a research-grade instrument for measuring physical activity in a free-living setting

Journal: PLOS One

doi: 10.1371/journal.pone.0342543

The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from a consumer-grade device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
Figure Legend Snippet: The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from a consumer-grade device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.

Techniques Used:



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Garmin Ltd consumer grade wearable devices
The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
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The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
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The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
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Garmin Ltd consumer grade wearable device
The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
Consumer Grade Wearable Device, supplied by Garmin Ltd, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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consumer grade wearable device - by Bioz Stars, 2026-08
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Garmin Ltd consumer-grade wearable device garmin vivosmart 5
The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
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The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from <t>a</t> <t>consumer-grade</t> device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.
Consumer Grade Wearable Device, supplied by IEEE Access, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from a consumer-grade device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.

Journal: PLOS One

Article Title: Comparison of consumer-grade wearable devices with a research-grade instrument for measuring physical activity in a free-living setting

doi: 10.1371/journal.pone.0342543

Figure Lengend Snippet: The panels are arranged by metric in rows (top: step count; middle: MVPA; bottom: PAEE) and by device in columns (left: Apple Watch; middle: Fitbit; right: Oura Ring). Each panel displays a scatter plot comparing data from a consumer-grade device (y-axis) against the criterion ActiGraph GT9X (x-axis). The solid line in each plot represents the line of best fit from linear regression.

Article Snippet: To date, we have identified few published studies that compared consumer-grade wearable devices (Fitbit Charge 2 and Garmin vivosmart HR+) with the ActiGraph GT9X in a free-living environment [ ].

Techniques: