Assessment of physical activity: a critical appraisal

Assessment of physical activity in a free-living environment is important for understanding relations between physical activity and health and determining the effectiveness of interventions. Techniques include behavioral observation, questionnaires in the form of diaries, recall questionnaires and interviews, and physiological markers like heart rate, calorimetry, and motion sensors. The doubly labeled water method has become the gold standard for the validation of field methods of assessing physical activity. Then, questionnaires show a low reliability and validity but can be adequately applied as an activity-ranking instrument. The heart rate requires individual calibration to be an effective method to assess physical activity only at group level. The indicated method for the assessment of habitual physical activity in daily life is a doubly labeled water validated accelerometer. Future developments are simultaneous measurement of body acceleration and heart rate for the assessment of physical fitness. A new generation of accelerometers will provide information on body posture and activity recognition to allow objective assessment of subjects’ habitual activities, options for a healthy change, and effects of the follow-up of any changes.

[1]  B E Ainsworth,et al.  Compendium of physical activities: an update of activity codes and MET intensities. , 2000, Medicine and science in sports and exercise.

[2]  Kuan Zhang,et al.  Measurement of human daily physical activity. , 2003, Obesity research.

[3]  A M Prentice,et al.  Human energy expenditure in affluent societies: an analysis of 574 doubly-labelled water measurements. , 1996, European journal of clinical nutrition.

[4]  Q. Zhuo,et al.  [Energy requirements of children and adolescents]. , 2010, Wei sheng yan jiu = Journal of hygiene research.

[5]  P. Freedson,et al.  Validity of accelerometry for the assessment of moderate intensity physical activity in the field. , 2000, Medicine and science in sports and exercise.

[6]  K. Westerterp,et al.  Physical activity assessment: Comparison between movement registration and doubly labeled water method , 1997, Zeitschrift fur Ernahrungswissenschaft.

[7]  Shigeho Tanaka,et al.  Evaluation of Low‐Intensity Physical Activity by Triaxial Accelerometry , 2007, Obesity.

[8]  G. Johansson,et al.  Assessment of the physical activity level with two questions: validation with doubly labeled water , 2008, International Journal of Obesity.

[9]  Y. Schutz,et al.  A new accelerometric method to assess the daily walking practice , 2002, International Journal of Obesity.

[10]  Klaas R. Westerterp,et al.  Physical activity as determinant of daily energy expenditure , 2008, Physiology & Behavior.

[11]  J. Chalmers,et al.  The Association with Physical Activity , 1970 .

[12]  P. Taylor,et al.  Comparison of energy expenditure estimates from 4 physical activity questionnaires with doubly labeled water estimates in postmenopausal women. , 2006, The American journal of clinical nutrition.

[13]  Alan M. Wilson,et al.  Measurement of stride parameters using a wearable GPS and inertial measurement unit. , 2008, Journal of biomechanics.

[14]  P S Freedson,et al.  Physical activity assessment: a review of methods. , 1996, Critical reviews in food science and nutrition.

[15]  J. Speakman,et al.  Doubly Labelled Water: Theory and Practice , 1997 .

[16]  C. Koebnick,et al.  Validation of a simplified physical activity record by doubly labeled water technique , 2005, International Journal of Obesity.

[17]  K. Westerterp,et al.  Physical Activity Assessment With Accelerometers: An Evaluation Against Doubly Labeled Water , 2007, Obesity.

[18]  Ilkka Korhonen,et al.  Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions , 2008, IEEE Transactions on Information Technology in Biomedicine.

[19]  K. Michaëlsson,et al.  Genetic effects on physical activity: results from the Swedish Twin Registry. , 2006, Medicine and science in sports and exercise.

[20]  K R Westerterp,et al.  Assessment of physical activity level in relation to obesity: current evidence and research issues. , 1999, Medicine and science in sports and exercise.

[21]  D. Schoeller,et al.  A compilation of total daily energy expenditures and body weights in healthy adults. , 1994, The American journal of clinical nutrition.

[22]  M. Valencia,et al.  Validation of a 7-day physical activity diary against doubly-labelled water , 2008, Annals of human biology.

[23]  J. Lacour,et al.  Simultaneous Validation of Ten Physical Activity Questionnaires in Older Men: A Doubly Labeled Water Study , 2001, Journal of the American Geriatrics Society.

[24]  Jo Mitchell,et al.  Validity and repeatability of a simple index derived from the short physical activity questionnaire used in the European Prospective Investigation into Cancer and Nutrition (EPIC) study , 2003, Public Health Nutrition.

[25]  R. Shephard Limits to the measurement of habitual physical activity by questionnaires , 2003, British journal of sports medicine.

[26]  Guy Plasqui,et al.  Accelerometry and heart rate as a measure of physical fitness: cross-validation. , 2006, Medicine and science in sports and exercise.

[27]  Kuan Zhang,et al.  Improving energy expenditure estimation for physical activity. , 2004, Medicine and science in sports and exercise.

[28]  J. Meyer,et al.  Familial determinants of moderate and intense physical activity: a twin study. , 1997, Medicine and science in sports and exercise.

[29]  Gregory J. Welk,et al.  Physical Activity Assessments for Health-Related Research , 2002 .

[30]  J. Donnelly,et al.  The validity of the Stanford Seven-Day Physical Activity Recall in young adults. , 2003, Medicine and science in sports and exercise.

[31]  D. Arvidsson,et al.  Physical activity questionnaire for adolescents validated against doubly labelled water , 2005, European Journal of Clinical Nutrition.

[32]  Guy Plasqui,et al.  Accelerometry and heart rate as a measure of physical fitness: proof of concept. , 2005, Medicine and science in sports and exercise.

[33]  A M Prentice,et al.  Daily energy expenditure in free-living children: comparison of heart-rate monitoring with the doubly labeled water (2H2(18)O) method. , 1992, The American journal of clinical nutrition.

[34]  K. Westerterp Impacts of vigorous and non-vigorous activity on daily energy expenditure , 2003, Proceedings of the Nutrition Society.

[35]  A. Prentice,et al.  Association of physical activity with body-composition indexes in children aged 6-8 y at varied risk of obesity. , 2005, The American journal of clinical nutrition.

[36]  K. Westerterp Energy metabolism and body composition: general principles , 2003 .

[37]  Nigel H. Lovell,et al.  Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring , 2006, IEEE Transactions on Information Technology in Biomedicine.

[38]  J R Speakman,et al.  Physical activity energy expenditure has not declined since the 1980s and matches energy expenditures of wild mammals , 2008, International Journal of Obesity.

[39]  Y Schutz,et al.  Assessment of speed of human locomotion using a differential satellite global positioning system. , 2000, Medicine and science in sports and exercise.

[40]  J. Sallis Measuring Physical Activity and Energy Expenditure , 1996 .

[41]  C. Caspersen,et al.  Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. , 1985, Public health reports.

[42]  Barbara E Ainsworth,et al.  Estimating energy expenditure from the Minnesota Leisure Time Physical Activity and Tecumseh Occupational Activity questionnaires - a doubly labeled water validation. , 2002, Journal of clinical epidemiology.

[43]  U. Ekelund,et al.  Effect of combined movement and heart rate monitor placement on physical activity estimates during treadmill locomotion and free-living , 2006, European Journal of Applied Physiology.

[44]  A. Prentice,et al.  Association of physical activity with body-composition indexes in children aged 6–8 y at varied risk of obesity , 2005 .

[45]  P. M. Reid,et al.  Validation of the Arizona Activity Frequency Questionnaire using doubly labeled water. , 2001, Medicine and science in sports and exercise.

[46]  A. Rodgers,et al.  International Physical Activity Questionnaire (IPAQ) and New Zealand Physical Activity Questionnaire (NZPAQ): A doubly labelled water validation , 2007, The international journal of behavioral nutrition and physical activity.

[47]  K. Westerterp,et al.  Genetic analysis of physical activity in twins. , 2005, The American journal of clinical nutrition.

[48]  Wim H. M. Saris,et al.  Measuring Physical Activity and Energy Expenditure , 1996 .

[49]  J. Kaprio,et al.  Cigarette smoking, use of alcohol, and leisure-time physical activity among same-sexed adult male twins. , 1981, Progress in clinical and biological research.

[50]  M. Livingstone,et al.  Simultaneous measurement of free-living energy expenditure by the doubly labeled water method and heart-rate monitoring. , 1990, The American journal of clinical nutrition.

[51]  Klaas R. Westerterp,et al.  Pattern and intensity of physical activity , 2001, Nature.