Prediction Equations of Energy Expenditure in Chinese Youth Based on Step Frequency During Walking and Running

References

• Ainslie , P. , Reilly , T. and Westerterp , K. 2003 . Estimating human energy expenditure: A review of techniques with particular reference to doubly labelled water . Sports Medicine , 33 : 683 – 698 .
   PubMed Web of Science ®Google Scholar
• Bernardi , M. , Macaluso , A. , Sproviero , E. , Castellano , V. , Coratella , D. , Felici , F. and Ditunno , J. F. Jr . 1999 . Cost of walking and locomotor impairment . Journal of Electromyography and Kinesiology , 9 : 149 – 157 .
   PubMed Web of Science ®Google Scholar
• Brooks , A. G. , Gunn , S. M. , Withers , R. T. , Gore , C. J. and Plummer , J. L. 2005 . Predicting walking METs and energy expenditure from speed or accelerometry . Medicine & Science in Sports & Exercise , 37 : 1216 – 1223 .
   PubMed Web of Science ®Google Scholar
• Brouwer , B. , Parvataneni , K. and Olney , S. J. 2009 . A comparison of gait biomechanics and metabolic requirements of overground and treadmill walking in people with stroke . Clinical Biomechanics , 24 : 729 – 734 .
   PubMed Web of Science ®Google Scholar
• Crouter , S. E. , Schneider , P. L. , Karabulut , M. and Bassett , D. R. Jr . 2003 . Validity of 10 electronic pedometers for measuring steps, distance, and energy cost . Medicine & Science in Sports & Exercise , 35 : 1455 – 1460 .
   PubMed Web of Science ®Google Scholar
• Derumeaux-Burel , H. , Meyer , M. , Morin , L. and Boirie , Y. 2004 . Prediction of resting energy expenditure in a large population of obese children . American Journal of Clinical Nutrition , 80 : 1544 – 1550 .
   PubMed Web of Science ®Google Scholar
• Eston , R. G. , Rowlands , A. V. and Ingledew , D. K. 1998 . Validity of heart rate, pedometry and accelerometry for predicting the energy cost of children's activities . Journal of Applied Physiology , 84 : 362 – 371 .
   PubMed Web of Science ®Google Scholar
• Foster , R. C. , Lanningham-Foster , L. M. , Manohar , C. , McCrady , S. K. , Nysse , L. J. , Kaufman , K. R. and Levine , J. A. 2005 . Precision and accuracy of an ankle-worn accelerometer-based pedometer in step counting and energy expenditure . Preventive Medicine , 41 : 778 – 783 .
   PubMed Web of Science ®Google Scholar
• Franceschini , M. , Rampello , A. , Agosti , M. , Massucci , M. , Bovolenta , F. and Sale , P. 2013 . Walking performance: Correlation between energy cost of walking and walking participation. New statistical approach concerning outcome measurement . PLoS ONE , 8 : e56669
   PubMed Web of Science ®Google Scholar
• Frankenfield , D. C. , Muth , E. R. and Rowe , W. A. 1998 . The Harris-Benedict studies of human basal metabolism: History and limitations . Journal of the American Dietetic Association , 98 : 439 – 445 .
   PubMed Web of Science ®Google Scholar
• Frost , G. , Bar-Or , O. , Dowling , J. and Dyson , K. 2002 . Explaining differences in the metabolic cost and efficiency of treadmill locomotion in children . Journal of Sports Sciences , 20 : 451 – 461 .
   PubMed Web of Science ®Google Scholar
• Grieve , D. W. and Gear , R. J. 1966 . The relationships between length of stride, step frequency, time of swing and speed of walking for children and adults . Ergonomics , 9 : 379 – 399 .
   PubMed Web of Science ®Google Scholar
• Hall , C. , Figueroa , A. , Fernhall , B. and Kanaley , J. A. 2004 . Energy expenditure of walking and running: Comparison with prediction equations . Medicine and Science in Sports and Exercise , 36 : 2128 – 2134 .
   PubMed Web of Science ®Google Scholar
• Heden , T. D. , Le Cheminant , J. D. and Smith , J. D. 2012 . Influence of weight classification on walking and jogging energy expenditure prediction in women . Research Quarterly for Exercise and Sport , 83 : 391 – 399 .
   PubMed Web of Science ®Google Scholar
• Kane , N. A. , Simmons , M. C. , John , D. , Thompson , D. L. and Basset , D. R. 2010 . Validity of the Nike+device during walking and running . International Journal of Sports Medicine , 31 : 101 – 105 .
   PubMed Web of Science ®Google Scholar
• Kavanagh , J. J. , Barrett , R. S. and Morrison , S. 2004 . Upper body accelerations during walking in healthy young and elderly men . Gait & Posture , 20 : 291 – 298 .
   PubMed Web of Science ®Google Scholar
• Krahenbuhl , G. S. and Williams , T. J. 1992 . Running economy: Changes with age during childhood and adolescence . Medicine & Science in Sports & Exercise , 24 : 462 – 466 .
   PubMed Web of Science ®Google Scholar
• Kramer , P. A. and Sylvester , A. D. 2011 . The energetic cost of walking: A comparison of predictive methods . PLoS ONE , 6 : e21290
   PubMed Web of Science ®Google Scholar
• Kuffel , E. , Crouter , S. E. , Haas , J. D. , Frongillo , E. A. and Bassett , D. R. Jr . 2011 . Validity of estimating minute-by-minute energy expenditure of continuous walking bouts by accelerometry . International Journal of Behavioral Nutrition and Physical Activity , 8 : 92 doi:10.1186/1479-5868-8-92
   PubMed Web of Science ®Google Scholar
• Li , Q. , Young , M. , Naing , V. and Donelan , J. M. 2010 . Walking speed estimation using a shank-mounted inertial measurement unit . Journal of Biomechanics , 43 : 1640 – 1643 .
   PubMed Web of Science ®Google Scholar
• Mark , J. O. M. 1996 . Normalization of temporal-distance parameters in pediatric gait . Journal of Biomechanics , 29 : 619 – 625 .
   PubMed Web of Science ®Google Scholar
• Matsas , A. , Taylor , N. and McBurney , H. 2000 . Knee joint kinematics from familiarised treadmill walking can be generalised to overground walking in young unimpaired subjects . Gait & Posture , 11 : 46 – 53 .
   PubMed Web of Science ®Google Scholar
• McDuffie , J. R. , Adler-Wailes , D. C. , Elberg , J. , Steinberg , E. N. , Fallon , E. M. , Tershakovec , A. M. and Yanovski , J. A. 2004 . Prediction equations for resting energy expenditure in overweight and normal-weight Black and White children . American Journal of Clinical Nutrition , 80 : 365 – 373 .
   PubMed Web of Science ®Google Scholar
• McLaughlin , J. E. , King , G. A. , Howley , E. T. , Bassett , D. R. Jr and Ainsworth , B. E. 2001 . Validation of the COSMED K4 b2 portable metabolic system . International Journal of Sports Medicine , 22 : 280 – 284 .
   PubMed Web of Science ®Google Scholar
• Moe-Nilssen , R. 1998 . A new method for evaluating motor control in gait under real-life environmental conditions. Part 1: The instrument . Clinical Biomechanics , 13 : 320 – 327 .
   PubMed Web of Science ®Google Scholar
• Pinnington , H. C. , Wong , P. , Tay , J. , Green , D. and Dawson , B. 2001 . The level of accuracy and agreement in measures of FEO2, FECO2 and VE between the Cosmed K4b2 portable, respiratory gas analysis system and a metabolic cart . Journal of Science and Medicine in Sport , 4 : 324 – 335 .
   PubMed Web of Science ®Google Scholar
• Pols , M. A. , Peeters , P. H. , Kemper , H. C. and Grobbee , D. E. 1998 . Methodological aspects of physical activity assessment in epidemiological studies . European Journal of Epidemiology , 14 : 63 – 70 .
   PubMed Web of Science ®Google Scholar
• Riner , W. F. and Sellhorst , S. H. 2013 . Physical activity and exercise in children with chronic health conditions . Journal of Sport and Health Science , 2 : 12 – 20 .
   Web of Science ®Google Scholar
• Saibene , F. and Minetti , A. E. 2003 . Biomechanical and physiological aspects of legged locomotion in humans . European Journal of Applied Physiology , 88 : 297 – 316 .
   PubMed Web of Science ®Google Scholar
• Schneider , P. L. , Crouter , S. E. and Bassett , D. R. 2004 . Pedometer measures of free-living physical activity: Comparison of 13 models . Medicine & Science in Sports & Exercise , 36 : 331 – 335 .
   PubMed Web of Science ®Google Scholar
• Schneider , P. L. , Crouter , S. E. , Lukajic , O. and Bassett , D. R. Jr . 2003 . Accuracy and reliability of 10 pedometers for measuring steps over a 400-m walk . Medicine & Science in Sports & Exercise , 35 : 1779 – 1784 .
   PubMed Web of Science ®Google Scholar
• Schutz , Y. , Weinsier , S. , Terrier , P. and Durrer , D. 2002 . A new accelerometric method to assess the daily walking practice . International Journal of Obesity and Related Metabolic Disorders , 26 : 111 – 118 .
   PubMed Web of Science ®Google Scholar
• Sekiya , N. and Nagasaki , H. 1998 . Reproducibility of the walking patterns of normal young adults: Test–retest reliability of the walk ratio (step-length/step-rate) . Gait & Posture , 7 : 225 – 227 .
   PubMed Web of Science ®Google Scholar
• Stoquart , G. , Detrembleur , C. and Lejeune , T. 2008 . Effect of speed on kinematic, kinetic, electromyographic and energetic reference values during treadmill walking . Clinical Neurophysiology , 38 : 105 – 116 .
   Web of Science ®Google Scholar
• Sutherland , D. , Olshen , R. , Biden , E. and Wyatt , M. 1988 . The development of mature walking , Cambridge, UK : Cambridge University Press .
   Google Scholar
• Tesio , L. , Rota , V. , Chessa , C. and Perucca , L. 2010 . The 3D path of body centre of mass during adult human walking on force treadmill . Journal of Biomechanics , 43 : 938 – 944 .
   PubMed Web of Science ®Google Scholar
• Tharion , W. J. , Yokota , M. , Buller , M. J. , DeLany , J. P. and Hoyt , R. W. 2003 . Prediction of total energy expenditure using a pedometer in male and female sailors aboard ship , Natick, MA : U.S. Army Research Institute of Environmental Medicine . (Report T03-12)
   Google Scholar
• Trost , S. G. , Way , R. and Okely , A. D. 2006 . Predictive validity of three ActiGraph energy expenditure equations for children . Medicine & Science in Sports & Exercise , 38 : 380 – 387 .
   PubMed Web of Science ®Google Scholar
• Vallis , L. A. , Patla , A. E. and Adkin , A. L. 2001 . Control of steering in the presence of unexpected head yaw movements. Influence on sequencing of subtasks . Experimental Brain Research , 138 : 128 – 134 .
   PubMed Web of Science ®Google Scholar
• Walker , J. L. , Murray , T. D. , Jackson , A. S. , Morrow , J. R. and Michaud , T. J. 1999 . The energy cost of horizontal walking and running in adolescents . Medicine & Science in Sports & Exercise , 31 : 311 – 322 .
   PubMed Web of Science ®Google Scholar
• Waters , R. L. , Hislop , H. J. , Perry , J. , Thomas , L. and Campbell , J. 1983 . Comparative cost of walking in young and old adults . Journal of Orthopaedic Research , 1 : 73 – 76 .
   PubMedGoogle Scholar
• Waters , R. L. , Hislop , H. J. , Thomas , L. and Campbell , J. 1983 . Energy cost of walking in normal children and teenagers . Developmental Medicine & Child Neurology , 25 : 184 – 188 .
   PubMed Web of Science ®Google Scholar
• Waters , R. L. , Lunsford , B. R. , Perry , J. and Byrd , R. 1988 . Energy–speed relationship of walking: Standard tables . Journal of Orthopaedic Research , 6 : 215 – 222 .
   PubMed Web of Science ®Google Scholar
• Waters , R. L. and Mulroy , S. 1999 . The energy expenditure of normal and pathologic gait . Gait & Posture , 9 : 207 – 231 .
   PubMed Web of Science ®Google Scholar
• Weyand , P. G. , Smith , B. R. , Puyau , M. R. and Butte , N. F. 2010 . The mass-specific energy cost of human walking is set by stature . Journal of Experimental Biology , 213 : 3972 – 3979 .
   PubMed Web of Science ®Google Scholar
• Weyand , P. G. , Smith , B. R. , Schultz , N. S. , Wohlers , L. M. , Puyau , M. R. and Butte , N. F. 2013 . Predicting metabolic rate across walking speed: One fit for all body sizes? [Abstract] . Journal of Applied Physiology , Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/23928111
   PubMed Web of Science ®Google Scholar
• Wheelwright , E. , Minns , R. , Law , H. and Elton , R. 1993 . Temporal and spatial parameters of gait in children. I: Normal control data . Developmental Medicine & Child Neurology , 35 : 102 – 113 .
   PubMed Web of Science ®Google Scholar
• Willemsen , A. T. , van Alsté , J. A. and Boom , H. B. 1990 . Real-time gait assessment utilizing a new way of accelerometry . Journal of Biomechanics , 23 : 859 – 863 .
   PubMed Web of Science ®Google Scholar