题名

三軸加速規應用於身體活動及靜態行為測量使用之敘述性綜論

并列篇名

Applying the tri-axial accelerometer to measure physical activity and sedentary behavior: A narrative review

DOI

10.53106/240996512022090902001

作者

賴鼎富(Ting-Fu Lai);蕭綺(Chi Hsiao);黃婉綺(Wan-Chi Huang);薛名淳(Ming-Chun Hsueh);廖邕(Yung Liao)

关键词

行為流行病學 ; 身體活動量 ; 久坐 ; 測量方法 ; 加速度計 ; physical activity levels ; prolonged sitting ; measurement method ; accelerometer

期刊名称

運動表現期刊

卷期/出版年月

9卷2期(2022 / 09 / 01)

页次

59 - 77

内容语文

繁體中文

中文摘要

目的:充足身體活動量(sufficient physical activity)與避免過長靜態時間(prolonged sedentary time)對諸多健康指標有正向的益處。透過行為的客觀評估工具(如加速規)有助於提供身體活動及靜態時間的行為準則更有力的證據。但當前的測量工具仍有許多的差異,特別是活動量閾值的異質性可能會隨著身體活動量、強度及不同目標族群而有所不同,進而使研究證據較難提供更準確的身體活動與靜態時間指引。現行身體活動與靜態行為的客觀測量儀器-三軸加速規為目前較廣泛被使用。然而,三軸加速規儀器的設定程序與資料蒐集過程仍缺乏研究共識,容易限制研究證據的解釋性。方法:有鑑於現行使用三軸加速規之研究多以ActiGraph(Pensacola,FL,USA)公司所推出之三軸加速規(型號:GT3X、GT3X+或wGT3X-BT等)為主,因此本研究回顧三軸加速規使用之相關文獻與系統性文獻回顧將以較廣泛被使用的三軸加速規剖析在身體活動及靜態行為測量之研究程序與方法。結果:本研究回顧相關文獻顯示,在測量前須確認三軸加速規的主要配戴位置為腰部(髖部),並針對不同的族群(學齡前兒童、青少年、成年人與高齡者)給予相對應的加速規軟體設定內容(如樣本頻率、epoch長度)。結論:在研究進行中,應給與配戴者提醒;在資料處理時須使用合格資料篩選標準(非穿戴時間定義與合格配戴天數)以及注意不同族群有相對應的強度身體活動與靜態行為之切點。建議相關研究可依據本文彙整之三軸加速規測量方法選擇合適的設定方式,提高研究數據的準確性與可比較性。

英文摘要

Purposes: Sufficient physical activity and avoiding prolonged sedentary time could benefit many health-related outcomes. Using an objective assessment of movement behaviors (i.e., accelerometry) would robust the healthy behavioral guidelines of physical activity and sedentary time. However, there is a variety of approaches in measuring physical activity and sedentary time, especially the threshold would likely vary by level and intensity of physical activity or sedentary time and by population subgroups. Among measurements of movement behaviors, an objective measurement, tri-axial accelerometer, is the most frequently used by researchers. However, it remains lack of consensus regarding the processing and collection of accelerometer data which may limit the interpretation of the evidence. Methods: Since commercially available of accelerometers is mainly developed by the ActiGraph (Pensacola, FL, USA), this article reviewed literatures and studies which were related to the application of ActiGraph devices, such as GT3X, GT3X+, and wGT3X-BT. Results: According to previous studies, this review introduces mainstream data collection protocols of tri-axial accelerometer in measuring physical activity and sedentary behavior. Conclusion: Based on previous studies, we conclud that researchers should confirm appropriate placement (i.e., hip) of device before measuring, as well as remind subjects about principle of wearing the monitor during measurement. Additionally, using suitable setting of application (sampling frequency, epoch length), inclusion criteria (definition of non-wear-time and valid days of device wearing) and cut-off point of different intensity of physical activity according to different age groups in data processing are important. We suggest that researchers in related field consider valid data processing in accordance with research purpose and subjects to improve data accuracy.

主题分类 社會科學 > 體育學
参考文献
  1. Wang, W.-Y.,Hsieh, Y.-L.,Hsueh, M.-C.,Liu, Y.,Liao, Y.(2019).Accelerometer-Measured Physical Activity and Sedentary Behavior Patterns in Taiwanese Adolescents.International Journal of Environmental Research and Public Health,16(22),4392.
    連結:
  2. 陳羿揚,莎麗娃,邱文信(2020)。三軸加速規用於評估身體活動量的方法與應用。華人運動生物力學期刊,17(1),45-53。
    連結:
  3. Aadland, E.,Ylvisåker, E.(2015).Reliability of Objectively Measured Sedentary Time and Physical Activity in Adults.PLOS ONE,10(7),e0133296.
  4. Aadland, E.,Ylvisåker, E.(2015).Reliability of the Actigraph GT3X+ Accelerometer in Adults under Free-Living Conditions.PLOS ONE,10(8),e0134606.
  5. Aguilar-Farías, N.,Brown, W. J.,Peeters, G. M. E. E.(2014).ActiGraph GT3X+ cut-points for identifying sedentary behaviour in older adults in free-living environments.Journal of Science and Medicine in Sport,17(3),293-299.
  6. Aibar, A.,Bois, J. E.,Zaragoza, J.,Generelo, E.,Julián, J. A.,Paillard, T.(2014).Do epoch lengths affect adolescents' compliance with physical activity guidelines?.The Journal of Sports Medicine and Physical Fitness,54(3),326-334.
  7. Alharbi, M.,Straiton, N.,Smith, S.,Neubeck, L.,Gallagher, R.(2019).Data management and wearables in older adults: A systematic review.Maturitas,124,100-110.
  8. Aqeel, M.,Guo, J.,Lin, L.,Gelfand, S.,Delp, E.,Bhadra, A.,Eicher-Miller, H. A.(2021).Temporal physical activity patterns are associated with obesity in U.S. adults.Preventive Medicine,148,106538.
  9. arren, T. Y.Barry, V.,Hooker, S. P.,Sui, X.,Church, T. S.,Blair, S. N.(2010).Sedentary behaviors increase risk of cardiovascular disease mortality in men.Medicine and Science in Sports and Exercise,42(5),879-885.
  10. Bauman, A.,Bull, F.,Chey, T.,Craig, C. L.,Ainsworth, B. E.,Sallis, J. F.,The IPS Group(2009).The International Prevalence Study on Physical Activity: results from 20 countries.International Journal of Behavioral Nutrition and Physical Activity,6(1),21.
  11. Bianchim, M. S.,McNarry, M. A.,Larun, L.,Mackintosh, K. A.(2019).Calibration and validation of accelerometry to measure physical activity in adult clinical groups: A systematic review.Preventive Medicine Reports,16,101001.
  12. Brønd, J. C.,Arvidsson, D.(2016).Sampling frequency affects the processing of Actigraph raw acceleration data to activity counts.Journal of Applied Physiology,120(3),362-369.
  13. Chandler, J. L.,Brazendale, K.,Beets, M. W.,Mealing, B. A.(2016).Classification of physical activity intensities using a wrist-worn accelerometer in 8-12-year-old children.Pediatric Obesity,11(2),120-127.
  14. Chang, C. H.,Lin, K. C.,Ho, C. S.,Huang, C. C.(2019).Accuracy of the energy expenditure during uphill exercise measured by the Waist-worn ActiGraph.Journal of Exercise Science and Fitness,17(2),62-66.
  15. Chang, S. H.,Rutherford, R.,Hsueh, M. C.,Yu, Y. C.,Park, J. H.,Wang, S.,Liao, Y.(2021).Neighborhood Environment and Objectively Measured Sedentary Behavior Among Older Adults: A Cross-Sectional Study.Frontiers in Public Health,8,552198.
  16. Choi, L.,Ward, S. C.,Schnelle, J. F.,Buchowski, M. S.(2012).Assessment of wear/nonwear time classification algorithms for triaxial accelerometer.Medicine and Science in Sports and Exercise,44(10),2009-2016.
  17. Clark, E. L. M.,Gulley, L. D.,Hilkin, A. M.,Rockette-Wagner, B.,Leach, H. J.,Lucas-Thompson, R. G.,Shomaker, L. B.(2021).Feasibility and Acceptability of Accelerometer Measurement of Physical Activity in Pregnant Adolescents.International Journal of Environmental Research and Public Health,18(5)
  18. Clevenger, K. A.,Pfeiffer, K. A.,Montoye, A.(2020).Cross-generational comparability of hipand wrist-worn ActiGraph GT3X+, wGT3X-BT, and GT9X accelerometers during free-living in adults.Journal of Sports Sciences,38(24),2794-2802.
  19. Conroy, D. E.,Maher, J. P.,Elavsky, S.,Hyde, A. L.,Doerksen, S. E.(2013).Sedentary behavior as a daily process regulated by habits and intentions.Health psychology : Official Journal of the Division of Health Psychology American Psychological Association,32(11),1149-1157.
  20. Copeland, J. L.,Esliger, D. W.(2009).Accelerometer assessment of physical activity in active, healthy older adults.Journal of Aging and Physical Activity,17(1),17-30.
  21. Crouter, S. E.,Flynn, J. I.,Bassett, D. R., Jr.(2015).Estimating physical activity in youth using a wrist accelerometer.Medicine and Science in Sports and Exercise,47(5),944-951.
  22. Dishman, R. K.,Heath, G. W.,Schmidt, M. D.,Lee, I.-M.(2021).Physical activity epidemiology.Human Kinetics.
  23. Dobell, A. P.,Eyre, E. L. J.,Tallis, J.,Chinapaw, M. J. M.,Altenburg, T. M.,Duncan, M. J.(2019).Examining accelerometer validity for estimating physical activity in pre-schoolers during freeliving activity.Scandinavian Journal of Medicine & Science in Sports,29(10),1618-1628.
  24. Donaldson, S. C.,Montoye, A. H.,Imboden, M. T.,Kaminsky, L. A.(2016).Variability of objectively measured sedentary behavior.Medicine & Science in Sports & Exercise,48(4),755.
  25. Dowd, K. P.,Szeklicki, R.,Minetto, M. A.,Murphy, M. H.,Polito, A.,Ghigo, E.,Donnelly, A. E.(2018).A systematic literature review of reviews on techniques for physical activity measurement in adults: A DEDIPAC study.International Journal of Behavioral Nutrition and Physical Activity,15(1),15.
  26. Dunstan, D. W.,Owen, N.,Healy, G. N.,Matthews, C. E.(2010).Too much sitting: the population health science of sedentary behavior.Exercise and Sport Sciences Reviews,38(3),105-113.
  27. Evenson, K. R.,Catellier, D. J.,Gill, K.,Ondrak, K. S.,McMurray, R. G.(2008).Calibration of two objective measures of physical activity for children.Journal of Sports Sciences,26(14),1557-1565.
  28. Fairclough, S. J.,Noonan, R.,Rowlands, A. V.,Van Hees, V.,Knowles, Z.,Boddy, L. M.(2016).Wear Compliance and Activity in Children Wearing Wrist- and Hip-Mounted Accelerometers.Medicine and Science in Sports and Exercise,48(2),245-253.
  29. Freedson, P. S.,Melanson, E.,Sirard, J.(1998).Calibration of the Computer Science and Applications, Inc. accelerometer.Medicine and Science in Sports and Exercise,30(5),777-781.
  30. Freedson, P.,Pober, D.,Janz, K. F.(2005).Calibration of accelerometer output for children.Medicine and Science in Sports and Exercise,37(11),S523-S530.
  31. Gao, X.,Nelson, M. E.,Tucker, K. L.(2007).Television Viewing Is Associated With Prevalence of Metabolic Syndrome in Hispanic Elders.Diabetes Care,30(3),694.
  32. García-Hermoso, A.,Ezzatvar, Y.,Ramírez-Vélez, R.,Olloquequi, J.,Izquierdo, M.(2021).Is device-measured vigorous physical activity associated with health-related outcomes in children and adolescents? A systematic review and meta-analysis.Journal of Sport and Health Science,10(3),296-307.
  33. Gardiner, P. A.,Clark, B. K.,Healy, G. N.,Eakin, E. G.,Winkler, E. A.,Owen, N.(2011).Measuring older adults' sedentary time: reliability, validity, and responsiveness.Medicine and Science in Sports and Exercise,43(11),2127-2133.
  34. Gianfredi, V.,Blandi, L.,Cacitti, S.,Minelli, M.,Signorelli, C.,Amerio, A.,Odone, A.(2020).Depression and Objectively Measured Physical Activity: A Systematic Review and Meta Analysis.International Journal of Environmental Research and Public Health,17(10),3738.
  35. Grøntved, A.,Hu, F. B.(2011).Television viewing and risk of type 2 diabetes, cardiovascular disease, and all-cause mortality: A meta-analysis.JAMA,305(23),2448-2455.
  36. Hänggi, J. M.,Phillips, L. R.,Rowlands, A. V.(2013).Validation of the GT3X ActiGraph in children and comparison with the GT1M ActiGraph.Journal of Science and Medicine in Sport,16(1),40-44.
  37. Heesch, K. C.,Hill, R. L.,Aguilar-Farias, N.,van Uffelen, J. G. Z.,Pavey, T.(2018).Validity of objective methods for measuring sedentary behaviour in older adults: A systematic review.International Journal of Behavioral Nutrition and Physical Activity,15(1),119.
  38. Hislop, J.,Palmer, N.,Anand, P.,Aldin, T.(2016).Validity of wrist worn accelerometers and comparability between hip and wrist placement sites in estimating physical activity behaviour in preschool children.Physiological Measurement,37(10),1701-1714.
  39. Houwen, S.,Hartman, E.,Visscher, C.(2009).Physical activity and motor skills in children with and without visual impairments.Medicine and Science in Sports and Exercise,41(1),103-109.
  40. Hsueh, M.-C.,Rutherford, R.,Chou, C.-C.,Park, J.-H.,Park, H.-T.,Liao, Y.(2020).Objectively assessed physical activity patterns and physical function in community-dwelling older adults: A cross-sectional study in Taiwan.BMJ Open,10(8),e034645.
  41. Jeng, B.,Cederberg, K. L. J.,Lai, B.,Sasaki, J. E.,Bamman, M. M.,Motl, R. W.(2022).Wrist based accelerometer cut-points for quantifying moderate-to-vigorous intensity physical activity in Parkinson's disease.Gait Posture,91,235-239.
  42. Johansson, E.,Ekelund, U.,Nero, H.,Marcus, C.,Hagströmer, M.(2015).Calibration and cross validation of a wrist-worn Actigraph in young preschoolers.Pediatric Obesity,10(1),1-6.
  43. Kelly, L. A.,McMillan, D. G. E.,Anderson, A.,Fippinger, M.,Fillerup, G.,Rider, J.(2013).Validity of actigraphs uniaxial and triaxial accelerometers for assessment of physical activity in adults in laboratory conditions.BMC Medical Physics,13(1),5.
  44. Khoshnoud, F.,Silva, C. W. d.(2012).Recent advances in MEMS sensor technology-mechanical applications.IEEE Instrumentation & Measurement Magazine,15(2),14-24.
  45. Lee, I. M.,Shiroma, E. J.,Lobelo, F.,Puska, P.,Blair, S. N.,Katzmarzyk, P. T.(2012).Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy.The Lancet,380(9838),219-229.
  46. Leitzmann, M. F.,Jochem, C.,Schmid, D.(2017).Sedentary behaviour epidemiology.Springer.
  47. McLellan, G.,Arthur, R.,Buchan, D. S.(2018).Wear compliance, sedentary behaviour and activity in free-living children from hip-and wrist-mounted ActiGraph GT3X+ accelerometers.Journal of Sports Sciences,36(21),2424-2430.
  48. Migueles, J. H.,Cadenas-Sanchez, C.,Ekelund, U.,Delisle Nyström, C.,Mora-Gonzalez, J.,Löf, M.,Ortega, F. B.(2017).Accelerometer Data Collection and Processing Criteria to Assess Physical Activity and Other Outcomes: A Systematic Review and Practical Considerations.Sports Medicine,47(9),1821-1845.
  49. Migueles, J. H.,Cadenas-Sanchez, C.,Tudor-Locke, C.,Löf, M.,Esteban-Cornejo, I.,Molina-Garcia, P.,Ortega, F. B.(2019).Comparability of published cut-points for the assessment of physical activity: Implications for data harmonization.Scandinavian Journal of Medicine & Science in Sports,29(4),566-574.
  50. Montoye, A.,Clevenger, K. A.,Pfeiffer, K. A.,Nelson, M. B.,Bock, J. M.,Imboden, M. T.,Kaminsky, L. A.(2020).Development of cut-points for determining activity intensity from a wrist-worn ActiGraph accelerometer in free-living adults.Journal of Sports Sciences,38(22),2569-2578.
  51. Pate, R. R.,Almeida, M. J.,McIver, K. L.,Pfeiffer, K. A.,Dowda, M.(2006).Validation and calibration of an accelerometer in preschool children.Obesity (Silver Spring),14(11),2000-2006.
  52. Pavey, T. G.,Peeters, G. G.,Brown, W. J.(2015).Sitting-time and 9-year all-cause mortality in older women.British Journal of Sports Medicine,49(2),95-99.
  53. Pavon, J. M.,Sloane, R. J.,Pieper, C. F.,Colón-Emeric, C. S.,Cohen, H. J.,Gallagher, D.,Hall, K. S.,Morey, M. C.,McCarty, M.,Hastings, S. N.(2020).Accelerometer-Measured Hospital Physical Activity and Hospital-Acquired Disability in Older Adults.Journal of the American Geriatrics Society,68(2),261-265.
  54. Peach, D.,Van Hoomissen, J.,Callender, H. L.(2014).Exploring the ActiLife®filtration algorithm: converting raw acceleration data to counts.Physiological Measurement,35(12),2359-2367.
  55. Pereira, J. R.,Sousa-Sá, E.,Zhang, Z.,Cliff, D. P.,Santos, R.(2020).Concurrent validity of the ActiGraph GT3X+ and activPAL for assessing sedentary behaviour in 2–3-year-old children under free-living conditions.Journal of Science and Medicine in Sport,23(2),151-156.
  56. Piercy, K. L.,Troiano, R. P.,Ballard, R. M.,Carlson, S. A.,Fulton, J. E.,Galuska, D. A.,Olson, R. D.(2018).The Physical Activity Guidelines for Americans.JAMA,320(19),2020-2028.
  57. Rosenberger, M. E.,Buman, M. P.,Haskell, W. L.,McConnell, M. V.,Carstensen, L. L.(2016).Twenty-four Hours of Sleep, Sedentary Behavior, and Physical Activity with Nine Wearable Devices.Medicine and Science in Sports and Exercise,48(3),457-465.
  58. Santos, C. E. S.,d’Orsi, E.,Rech, C. R.(2020).Association between different cutoff points for objectively measured moderate-to-vigorous physical activity and cardiometabolic markers in older adults.Archives of Gerontology and Geriatrics,91,104238..
  59. Schmid, D.,Leitzmann, M. F.(2014).Television Viewing and Time Spent Sedentary in Relation to Cancer Risk: A Meta-Analysis.JNCI: Journal of the National Cancer Institute,106(7)
  60. Schneller, M. B.,Bentsen, P.,Nielsen, G.,Brønd, J. C.,Ried-Larsen, M.,Mygind, E.,Schipperijn, J.(2017).Measuring Children's Physical Activity: Compliance Using Skin-Taped Accelerometers.Medicine and Science in Sports and Exercise,49(6),1261-1269.
  61. Scott, J. J.,Rowlands, A. V.,Cliff, D. P.,Morgan, P. J.,Plotnikoff, R. C.,Lubans, D. R.(2017).Comparability and feasibility of wrist- and hip-worn accelerometers in free-living adolescents.Journal of Science and Medicine in Sport,20(12),1101-1106.
  62. Staudenmayer, J.,He, S.,Hickey, A.,Sasaki, J.,Freedson, P.(2015).Methods to estimate aspects of physical activity and sedentary behavior from high-frequency wrist accelerometer measurements.Journal of Applied Physiology,119(4),396-403.
  63. Troiano, R. P.,Berrigan, D.,Dodd, K. W.,Mâsse, L. C.,Tilert, T.,McDowell, M.(2008).Physical activity in the United States measured by accelerometer.Medicine and Science in Sports and Exercise,40(1),181-188.
  64. Trost, S. G.,McIver, K. L.,Pate, R. R.(2005).Conducting accelerometer-based activity assessments in field-based research.Medicine and Science in Sports and Exercise,37(11 Suppl),S531-S543.
  65. Tudor-Locke, C.,Barreira, T. V.,Schuna, J. M., Jr.(2015).Comparison of step outputs for waist and wrist accelerometer attachment sites.Medicine and Science in Sports and Exercise,47(4),839-842.
  66. Wallmann-Sperlich, B.,Bucksch, J.,Hansen, S.,Schantz, P.,Froboese, I.(2013).Sitting time in Germany: an analysis of socio-demographic and environmental correlates.BMC Public Health,13(1),196.
  67. Wijndaele, K.,Westgate, K.,Stephens, S. K.,Blair, S. N.,Bull, F. C.,Chastin, S. F.,Healy, G. N.(2015).Utilization and Harmonization of Adult Accelerometry Data: Review and Expert Consensus.Medicine and Science in Sports and Exercise,47(10),2129-2139.
  68. World Health Organization (2020). WHO guidelines on physical activity and sedentary behaviour.Retrieved from https://www.who.int/publications/i/item/9789240015128
  69. World Health Organization (2018). Global action plan on physical activity 2018-2030: More active people for a healthier world. Retrieved from https://www.who.int/ncds/prevention/physical-activity/global-action-plan-2018-2030/en/
被引用次数
  1. (2024)。時間取代模式分析身體活動量取代靜態時間對健康影響之文獻回顧。運動研究,33(1),15-48。
  2. (2024)。幼兒24小時活動指引與測量工具之範域文獻回顧。中華體育季刊,38(2),151-172。