A Method for Extracting Common Physical Activity Locations among Older People from GPS and Accelerometer Data

Author:

Fukuoka Yutaka12,Nishizawa Hayato1,Tatsuya Nishizawa Eric1,Amagasa Shiho23,Murayama Hiroshi4,Fujiwara Takeo5,Inoue Shigeru2,Shobugawa Yugo6

Affiliation:

1. Department Electric and Electronic Engineering, Kogakuin University

2. Department of Preventive Medicine and Public Health, Tokyo Medical University

3. Graduate School Public Health, Teikyo University

4. Tokyo Metropolitan Institute for Geriatrics and Gerontology

5. Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University

6. Graduate School of Medical and Dental Sciences, Niigata University

Publisher

Institute of Electrical Engineers of Japan (IEE Japan)

Reference17 articles.

1. (1) I. M. Lee, E. J. Shiroma, F. Lobelo, P. Puska, S. N. Blair, P. T. Katzmarzyk, and Lancet Physical Activity Series Working Group : “Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy”, Lancet, Vol. 380, Issue 9838, pp. 219-229 (2012)

2. (2) World Health Organization : “WHO guidelines on physical activity and sedentary behaviour” (2020)

3. (3) S. Amagasa, H. Kojin, M. Kamada, Y. Fukuoka, and S. Inoue : “Evaluation of physical activity using smartphones and wearable devices in healthcare : Current situation and future perspectives”, Jpn J Public Health, Vol. 68, No. 9, pp. 585-596 (2021) (in Japanese)

4. 天笠志保・荒神裕之・鎌田真光・福岡 豊・井上 茂:「医療・健康分野におけるスマートフォンおよびウェアラブルデバイスを用いた身体活動の評価:現状と今後の展望」, 日本公衆衛生雑誌, Vol. 68, No. 9, pp. 585-596 (2021)

5. (4) P. James, M. Jankowska, and C. Marx : “Spatial Energetics: Integrating data from GPS, accelerometry, and GIS to address obesity and inactivity”, Am J Prev Med, Vol. 51, No. 5, pp. 792-800 (2016)

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