Development of new predictive model for physical activity of children adjusting for body composition and typical motion

• Project/Area Number: 21700700
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Applied health science
• Research Institution: Chiba Institute of Technology
• Principal Investigator: HIKIHARA Yuki 千葉工業大学, 工学部, 助教 (10455420)
• Research Collaborator: MIDORIKAWA Taishi 桜美林大学, 総合科学系, 講師 (50434345) ; OHTA Megumi 金沢星陵大学, 人間科学部, 准教授 (20434342) ; TANAKA Chiaki 桜美林大学, 総合科学系, 講師 (40369616) ; TANAKA Shigeho 独)国立健康・栄養研究所, 健康増進研究部, 室長 (50251426)
• Project Period (FY): 2009 – 2011
• Project Status: Completed (Fiscal Year 2011)
• Budget Amount: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000); Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000); Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
• Keywords: 子ども / 加速度計 / メッツ(METs) / 小児 / 身体活動量 / 児童 / METs(メッツ) / 3次元加速度計 / 歩行 / 歩行以外の活動

Research Abstract

The aim of study is to propose the new predictive model for physical activity of children based on the difference between adults and children on relationship of synthetic acceleration to metabolic equivalents(METs). When we used the adult predictive equation to estimate the physical activity of children, it led to overestimation comparing to measured values using by doubly labeled water method. It means that we must use the specific predictive model for children to estimate children's METs more correctly.

Research Products

• [Journal Article] Validation and comparison of three accelerometers for measurement of physical activity intensity during nonlocomotive activity and locomotive movement (2011)
  • Author(s): Hikihara Y, Tanaka S, Ohkawara K, Ishikawa-Takata K, Tabata I
  • Journal Title: J Phys Act Health Volume: 27
  • Peer Reviewed
• [Journal Article] Real-time estimation of daily physical activity intensity by a triaxial accelerometer and a gravity-removal classification algorithm (2011)
  • Author(s): Ohkawara K, Oshima Y, Hikihara Y, Ishikawa-Takata K, Tabata I, Tanaka S
  • Journal Title: Br J Nutr Volume: 105 Pages: 1681-1691
  • Peer Reviewed
• [Journal Article] Validation and comparison of three accelerometers for measurement of physical activity intensity during nonlocomotive activity and locomotive movement (2011)
  • Author(s): Hikihara Y, Tanaka S, Ohkawara K, Ishikawa-Takata K, Tabata I
  • Journal Title: Journal of Physical Activity Health Volume: (Epub ahead of print)
  • Peer Reviewed
• [Journal Article] Predicting total fat mass from skinfold thicknesses in Japanese prepubertal children : a cross-sectional and longitudinal validation (2011)
  • Author(s): Midorikawa T, Ohta M, Hikihara Y, Torii S, Bemben MG, Sakamoto S
  • Journal Title: Asia Pacific Journal of Clinical Nutrition Volume: 20 Pages: 426-431
  • Peer Reviewed
• [Journal Article] Relation of body composition to daily physical activity in free-living Japanese adult women (2011)
  • Author(s): Park J, Ishikawa-Takata K, Tanaka S, Hikihara Y, Ohkawara K, Watanabe S, Miyachi M, Morita A, Aiba N, Tabata I
  • Journal Title: British Journal of Nutrition Volume: 106 Pages: 1117-1127
  • Peer Reviewed
• [Journal Article] 子どもの体力低下と身体活動 (2011)
  • Author(s): 引原有輝
  • Journal Title: チャイルドヘルス Volume: 9 Pages: 63-69
• [Journal Article] Validity of Predictive Equations for Basal Metabolic Rate in Japanese Adults (2011)
  • Author(s): Rieko Miyake, Shigeho Tanaka, Kazunori Ohkawara, Kazuko Ishikawa-Takata, Yuki Hikihara, Emiko Taguri, Jun Kayashita, Izumi Tabata
  • Journal Title: Journal of Nutrition Science and Vitaminology Volume: 57 Pages: 224-232
  • NAID: 130001003503
  • Peer Reviewed
• [Journal Article] Real-time estimation of daily physical activity intensity by atriaxial accelerometer and a gravity-removal classification algorithm (2011)
  • Author(s): Ohkawara K, Oshima O, Hikihara Y, Ishikawa-Takata K, Tabata I, Tanaka S
  • Journal Title: British Journal of Nutrition Volume: 25 Pages: 1-11
  • Peer Reviewed
• [Journal Article] Classifying household and locomotive activities using a triaxial accelerometer (2010)
  • Author(s): Oshima Y, Kawaguchi K, Tanaka S, Ohkawara K, Hikihara Y, Ishikawa-Takata K, Tabata I
  • Journal Title: Gait Posture Volume: 31 Pages: 370-374
  • Peer Reviewed
• [Presentation] ヒトを対象とした身体活動量・エネルギー消費量に関する最新研究を求めて-ブレスバイブレス法、ヒューマンカロリメータ、二重標識水法、加速度計で何かできるか? (2011)
  • Author(s): 引原有輝
  • Organizer: 日本体力医学会
  • Place of Presentation: 海峡メッセ(山口県)(招待講演)
  • Year and Date: 2011-09-17
• [Presentation] Relation of physical activity to body composition in elementary school children (2010)
  • Author(s): Hikihara Y, Midorikawa T, Ohta M, Sakamoto S, Tanaka S
  • Organizer: 28th Obesity Annual Scientific Meeting
  • Place of Presentation: San Diego
  • Year and Date: 2010-10-09
• [Presentation] The relation of physical activity to body composition in elementary school children (2010)
  • Author(s): Hikihara Y, Midorikawa T, Ohta M, Sakamoto S, Tanaka S
  • Organizer: 28th Obesity Annual Scientific Meeting
  • Place of Presentation: San Diego (U,S,A)
  • Year and Date: 2010-10-09
• [Presentation] 生体電気抵抗法を用いた小児の体脂肪率の妥当性 (2010)
  • Author(s): 引原有輝、緑川泰史、太田めぐみ、田中茂穂
  • Organizer: 第65回日本体力医学会大会
  • Place of Presentation: 千葉
  • Year and Date: 2010-09-16
• [Presentation] Effect of morphology and body composition on prediction of physical activity intensity using an accelerometer (2010)
  • Author(s): Hikihara Y, Tanaka C, Midorikawa T, Ohta M, Ohshima Y, Ohkawara K, Ishikawa-Takata K, Tanaka S
  • Organizer: 57th American College of Sports Medicine
  • Place of Presentation: Baltimore
  • Year and Date: 2010-06-03
• [Presentation] The effect of morphology and body composition on prediction of physical activity intensity using tri-accelerometers (2010)
  • Author(s): Hikihara Y, Tanaka C, Midorikawa T, Ohta M, Ohshima Y, Ohkawara K, Ishikawa-Takata K, Tanaka S,
  • Organizer: 57th American College of Sports Medicine
  • Place of Presentation: Baltimore (U,S,A)
  • Year and Date: 2010-06-02
• [Presentation] 3次元加速度計による児童の身体活動強度の評価-成人との比較に着目して- (2009)
  • Author(s): 引原有輝、田中千晶、田中茂穂、大河原一憲、高田和子、大島秀武、川口加織、田畑泉
  • Organizer: 第64回日本体力医学会大会
  • Place of Presentation: 新潟
  • Year and Date: 2009-09-20
• [Presentation] 3次元加速度計を用いた児童の身体活動強度の評価-成人との比較に着目して- (2009)
  • Author(s): 引原有輝
  • Organizer: 第64回日本体力医学会
  • Place of Presentation: 新潟朱鷺メッセ(新潟県)
  • Year and Date: 2009-09-19
• [Presentation] 小児の体力低下・肥満と身体活動;エビデンスに基づく対策の提言「小児の体力と身体活動」 (2009)
  • Author(s): 引原有輝
  • Organizer: 第64回日本体力医学会シンポジウム
  • Place of Presentation: 新潟朱鷺メッセ(新潟県)
  • Year and Date: 2009-09-18
• [Book] アクティブ・チャイルド60min-子どもの身体活動ガイドライン- (2010)
  • Author(s): 竹中晃ニ(編集)引原有輝(分担)
  • Publisher: サンライフ企画