Albrecht Birte Marie, Flaßkamp Fabian Tristan, Koster Annemarie, Eskofier Bjoern M, Bammann Karin
Institute for Public Health and Nursing Research (IPP), University of Bremen, Bremen, Germany.
Leibniz ScienceCampus Digital Public Health, Bremen, Germany.
BMJ Open Sport Exerc Med. 2022 May 9;8(2):e001286. doi: 10.1136/bmjsem-2021-001286. eCollection 2022.
Accelerometers are widely applied in health studies, but lack of standardisation regarding device placement, sampling and data processing hampers comparability between studies. The objectives of this study were to assess how accelerometers are applied in health-related research and problems with accelerometer hardware and software encountered by researchers.
Researchers applying accelerometry in a health context were invited to a cross-sectional web-based survey (August 2020-September 2020). The questionnaire included quantitative questions regarding the application of accelerometers and qualitative questions on encountered hardware and software problems. Descriptive statistics were calculated for quantitative data and content analysis was applied to qualitative data.
In total, 116 health researchers were included in the study (response: 13.7%). The most used brand was ActiGraph (67.2%). Independently of brand, the main reason for choosing a device was that it was the standard in the field (57.1%-83.3%). In children and adolescent populations, sampling frequency was higher (mean: 73.3 Hz ±29.9 Hz vs 47.6 Hz ±29.4 Hz) and epoch length (15.0s±15.6s vs 30.1s±25.9s) and non-wear time (42.9 min ±23.7 min vs 65.3 min ±35.4 min) were shorter compared with adult populations. Content analysis revealed eight categories of hardware problems (battery problems, compliance issues, data loss, mechanical problems, electronic problems, sensor problems, lacking waterproofness, other problems) and five categories of software problems (lack of user-friendliness, limited possibilities, bugs, high computational burden, black box character).
The study confirms heterogeneity regarding accelerometer use in health-related research. Moreover, several hardware and software problems were documented. Both aspects must be tackled to increase validity, practicability and comparability of research.
加速度计在健康研究中应用广泛,但在设备放置、采样和数据处理方面缺乏标准化,这妨碍了研究之间的可比性。本研究的目的是评估加速度计在健康相关研究中的应用方式以及研究人员遇到的加速度计硬件和软件问题。
邀请在健康领域应用加速度计的研究人员参加一项基于网络的横断面调查(2020年8月至2020年9月)。问卷包括关于加速度计应用的定量问题以及关于遇到的硬件和软件问题的定性问题。对定量数据进行描述性统计,对定性数据进行内容分析。
本研究共纳入116名健康研究人员(回复率:13.7%)。使用最多的品牌是ActiGraph(67.2%)。无论品牌如何,选择设备的主要原因是它是该领域的标准(57.1%-83.3%)。在儿童和青少年人群中,采样频率更高(平均:73.3Hz±29.9Hz对47.6Hz±29.4Hz),时段长度(15.0秒±15.6秒对30.1秒±25.9秒)和非佩戴时间(42.9分钟±23.7分钟对65.3分钟±35.4分钟)比成人人群短。内容分析揭示了八类硬件问题(电池问题、合规问题、数据丢失、机械问题、电子问题、传感器问题、缺乏防水性、其他问题)和五类软件问题(缺乏用户友好性、可能性有限、漏洞、高计算负担、黑箱特征)。
该研究证实了在健康相关研究中加速度计使用的异质性。此外,记录了几个硬件和软件问题。必须解决这两个方面的问题,以提高研究的有效性、实用性和可比性。