A model for presenting accelerometer paradata in large studies: ISCOLE

被引:14
|
作者
Tudor-Locke, Catrine [1 ]
Mire, Emily F. [1 ]
Dentro, Kara N. [1 ]
Barreira, Tiago V. [1 ,2 ]
Schuna, John M., Jr. [1 ,3 ]
Zhao, Pei [4 ]
Tremblay, Mark S. [5 ]
Standage, Martyn [6 ]
Sarmiento, Olga L. [7 ]
Onywera, Vincent [8 ]
Olds, Tim [9 ]
Matsudo, Victor [10 ]
Maia, Jose [11 ]
Maher, Carol [10 ]
Lambert, Estelle V. [12 ]
Kurpad, Anura [13 ]
Kuriyan, Rebecca [13 ]
Hu, Gang [1 ]
Fogelholm, Mikael [14 ]
Chaput, Jean-Philippe [5 ]
Church, Timothy S. [1 ]
Katzmarzyk, Peter T. [1 ]
Grp, I. S. C. O. L. E. Res
机构
[1] Pennington Biomed Res Ctr, Baton Rouge, LA 70808 USA
[2] Syracuse Univ, Syracuse, NY USA
[3] Oregon State Univ, Corvallis, OR 97331 USA
[4] Tianjin Womens & Childrens Hlth Ctr, Tianjin, Peoples R China
[5] Childrens Hosp Eastern Ontario, Res Inst, Ottawa, ON K1H 8L1, Canada
[6] Univ Bath, Bath BA2 7AY, Avon, England
[7] Univ Los Andes, Sch Med, Bogota, Colombia
[8] Kenyatta Univ, Nairobi, Kenya
[9] Univ S Australia, Adelaide, SA 5001, Australia
[10] Ctr Estudos Lab Aptidao Fis Sao Caetano Sul CELAF, Sao Paulo, Brazil
[11] Univ Porto, Fac Desporto, P-4100 Porto, Portugal
[12] Univ Cape Town, ZA-7925 Cape Town, South Africa
[13] St Johns Res Inst, Bangalore, Karnataka, India
[14] Univ Helsinki, Helsinki, Finland
关键词
Exercise; Motor activity; Methods; Data collection; Evaluation studies; ASSESSED PHYSICAL-ACTIVITY; EUROPEAN ADOLESCENTS; STEPPING CADENCE; SEDENTARY TIME; UNITED-STATES; NORMAL-WEIGHT; PATTERNS; ASSOCIATIONS; OVERWEIGHT; CHILDREN;
D O I
10.1186/s12966-015-0213-5
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background: We present a model for reporting accelerometer paradata (process-related data produced from survey administration) collected in the International Study of Childhood Obesity Lifestyle and the Environment (ISCOLE), a multi-national investigation of >7000 children (averaging 10.5 years of age) sampled from 12 different developed and developing countries and five continents. Methods: ISCOLE employed a 24-hr waist worn 7-day protocol using the ActiGraph GT3X+. Checklists, flow charts, and systematic data queries documented accelerometer paradata from enrollment to data collection and treatment. Paradata included counts of consented and eligible participants, accelerometers distributed for initial and additional monitoring (site specific decisions in the face of initial monitoring failure), inadequate data (e.g., lost/malfunction, insufficient wear time), and averages for waking wear time, valid days of data, participants with valid data (>= 4 valid days of data, including 1 weekend day), and minutes with implausibly high values (>= 20,000 activity counts/min). Results: Of 7806 consented participants, 7372 were deemed eligible to participate, 7314 accelerometers were distributed for initial monitoring and another 106 for additional monitoring. 414 accelerometer data files were inadequate (primarily due to insufficient wear time). Only 29 accelerometers were lost during the implementation of ISCOLE worldwide. The final locked data file consisted of 6553 participant files (90.0% relative to number of participants who completed monitoring) with valid waking wear time, averaging 6.5 valid days and 888.4 minutes/day (14.8 hours). We documented 4762 minutes with implausibly high activity count values from 695 unique participants (9.4% of eligible participants and <0.01% of all minutes). Conclusions: Detailed accelerometer paradata is useful for standardizing communication, facilitating study management, improving the representative qualities of surveys, tracking study endpoint attainment, comparing studies, and ultimately anticipating and controlling costs.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] A model for presenting accelerometer paradata in large studies: ISCOLE
    Catrine Tudor-Locke
    Emily F Mire
    Kara N Dentro
    Tiago V Barreira
    John M Schuna
    Pei Zhao
    Mark S Tremblay
    Martyn Standage
    Olga L Sarmiento
    Vincent Onywera
    Tim Olds
    Victor Matsudo
    José Maia
    Carol Maher
    Estelle V Lambert
    Anura Kurpad
    Rebecca Kuriyan
    Gang Hu
    Mikael Fogelholm
    Jean-Philippe Chaput
    Timothy S Church
    Peter T Katzmarzyk
    [J]. International Journal of Behavioral Nutrition and Physical Activity, 12
  • [2] Model Accelerometer Paradata From The International Study Of Childhood Obesity, Lifestyle And The Environment (ISCOLE)
    Tudor-Locke, Catrine
    Dentro, Kara N.
    Mire, Emily F.
    Barreira, Tiago V.
    Schuna, John M., Jr.
    Katzmarzyk, Peter T.
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2014, 46 (05): : 715 - 715
  • [3] Compact large-displacement model for a capacitive accelerometer
    Veijola, T
    Kuisma, H
    Lahdenperä
    [J]. 1999 INTERNATIONAL CONFERENCE ON MODELING AND SIMULATION OF MICROSYSTEMS, 1999, : 218 - 221
  • [4] Beyond Moderate-to-vigorous Physical Activity: Comparisons Of 24 H Accelerometer Measured Activities In ISCOLE US
    Barreira, Tiago V.
    Schuna, John M., Jr.
    Mire, Emily F.
    Tudor-Locke, Catrine
    Katzmarzyk, Peter T.
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2015, 47 (05): : 110 - 110
  • [5] Impact Of Accelerometer Data Processing Decisions On Data From Large Cohort Studies
    Keadle, Sarah Kozey
    Shiroma, Eric J.
    Freedson, Patty S.
    Lee, I-Min
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2014, 46 (05): : 718 - 718
  • [6] Maximizing the Utility and Comparability of Accelerometer Data From Large-Scale Epidemiologic Studies
    Lee, I. -Min
    Moore, Christopher C.
    Evenson, Kelly R.
    [J]. JOURNAL FOR THE MEASUREMENT OF PHYSICAL BEHAVIOUR, 2023, 6 (01) : 6 - 12
  • [7] A CAPACITIVE ACCELEROMETER MODEL
    Constantinescu, Florin
    Gheorghe, Alexandru Gabriel
    Nitescu, Miruna
    [J]. REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2013, 58 (02): : 163 - 172
  • [8] Improving wear time compliance with a 24-hour waist-worn accelerometer protocol in the International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE)
    Catrine Tudor-Locke
    Tiago V Barreira
    John M Schuna
    Emily F Mire
    Jean-Philippe Chaput
    Mikael Fogelholm
    Gang Hu
    Rebecca Kuriyan
    Anura Kurpad
    Estelle V Lambert
    Carol Maher
    José Maia
    Victor Matsudo
    Tim Olds
    Vincent Onywera
    Olga L Sarmiento
    Martyn Standage
    Mark S Tremblay
    Pei Zhao
    Timothy S Church
    Peter T Katzmarzyk
    [J]. International Journal of Behavioral Nutrition and Physical Activity, 12
  • [9] Improving wear time compliance with a 24-hour waist-worn accelerometer protocol in the International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE)
    Tudor-Locke, Catrine
    Barreira, Tiago V.
    Schuna, John M., Jr.
    Mire, Emily F.
    Chaput, Jean-Philippe
    Fogelholm, Mikael
    Hu, Gang
    Kuriyan, Rebecca
    Kurpad, Anura
    Lambert, Estelle V.
    Maher, Carol
    Maia, Jose
    Matsudo, Victor
    Olds, Tim
    Onywera, Vincent
    Sarmiento, Olga L.
    Standage, Martyn
    Tremblay, Mark S.
    Zhao, Pei
    Church, Timothy S.
    Katzmarzyk, Peter T.
    [J]. INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY, 2015, 12
  • [10] Mathematical model for a micromachined accelerometer
    Lewis, CP
    Kraft, M
    Hesketh, TG
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 1996, 18 (02) : 92 - 98