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The Importance of Data Quality Control in Using Fitbit Device Data From the All of Us Research Program

The Importance of Data Quality Control in Using Fitbit Device Data From the All of Us Research Program

Many methods exist to reduce noise in raw signal data (ie, sample-level or high-frequency signal data), particularly when the source of the noise is well characterized. Unfortunately, consumer devices typically do not give access to such high-frequency data, but their firmware and adaptive data collection methods are thought to include steps that account for skin tone–related errors and motion artifacts. Unfortunately, the public has no way of assessing how well these methods perform.

Lauren Lederer, Amanda Breton, Hayoung Jeong, Hiral Master, Ali R Roghanizad, Jessilyn Dunn

JMIR Mhealth Uhealth 2023;11:e45103

Epidemiological Characteristics and Spatiotemporal Analysis of Occupational Noise–Induced Deafness From 2006 to 2022 in Guangdong, China: Surveillance Study

Epidemiological Characteristics and Spatiotemporal Analysis of Occupational Noise–Induced Deafness From 2006 to 2022 in Guangdong, China: Surveillance Study

Occupational noise is a common physical hazard that is considered loud or hazardous when it reaches 85 A-weighted Decibels (d BA) or higher in industrial working environments [1]. Prolonged exposure to excessive noise in the workplace could lead to occupational noise–induced deafness (ONID), a sensorineural hearing impairment that manifests as a high-frequency hearing loss during its early stages and gradually progresses to affect speech frequencies [2].

Shanyu Zhou, Yongshun Huang, Lin Chen, Xianzhong Wen, Shu Wang, Lang Huang, Xudong Li

JMIR Public Health Surveill 2024;10:e57851

Examining the Relationships Between Indoor Environmental Quality Parameters Pertaining to Light, Noise, Temperature, and Humidity and the Behavioral and Psychological Symptoms of People Living With Dementia: Scoping Review

Examining the Relationships Between Indoor Environmental Quality Parameters Pertaining to Light, Noise, Temperature, and Humidity and the Behavioral and Psychological Symptoms of People Living With Dementia: Scoping Review

Noise was measured using objective sound level meters in 10 (91%) of the 11 studies, while 1 (9%) study [32] used the environment portion of the ABMI [67]. Of the 5 observational studies, 2 (40%) examined the relationship between noise and agitation among participants with dementia [25,44], and 1 (20%) of the 5 experimental studies aimed to decrease agitation using a white noise intervention [49].

Wan-Tai M Au-Yeung, Lyndsey Miller, Chao-Yi Wu, Zachary Beattie, Michael Nunnerley, Remonda Hanna, Sarah Gothard, Katherine Wild, Jeffrey Kaye

Interact J Med Res 2024;13:e56452

Effects of Auditory and Visual White Noise on Oculomotor Inhibition in Children With Attention-Deficit/Hyperactivity Disorder: Protocol for a Crossover Study

Effects of Auditory and Visual White Noise on Oculomotor Inhibition in Children With Attention-Deficit/Hyperactivity Disorder: Protocol for a Crossover Study

In contrast, Allen and Pammer [24] did not find any white noise effects from noise played at “medium volume” in children with ADHD, nor did Metin et al [25] find any effects on decision-making from pink noise stimulation in the same group.

Erica Jostrup, Marcus Nyström, Pia Tallberg, Göran Söderlund, Peik Gustafsson, Emma Claesdotter-Knutsson

JMIR Res Protoc 2024;13:e56388

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