Objective : Determine the Test reliability and the objective validity of the International Physical Activity Questionnaire (IPAQ). Methods : IPAQ was evaluated for test-retest reliability within 6 - 8 days of its first administration. Criterion validity was tested comparing IPAQ data with those from an activity meter (Intelligent Device for Energy Expenditure and Activity, IDEEA). Results : The test-retest correlation (n = 71) for items of IPAQ ranged from r = 0.63 to r = 0.74 and w as r = 0.79 for the total weekly PA in MET*min per week. Average PA (in MET*min/week) measured with the IDEEA meter, decreased from normal (15 , 840), to 14 , 278 in overweight (BMI > 25- < 30) and further to 12 , 803 in obese subjects (>30. BMI). The weekly energy expenditure measured by IDEEA correlated significantly (r = 0 . 61, r 2 = 0.38) with the IPAQ data, providing an objective criterion for validity of IPAQ. The mean values of weekly PA estimated from IPAQ (in MET*min/week) differed significantly in the high (15 , 690) vs. the low (11 , 398) activity groups but not between the moderate (12 , 056) compared to the low PA group. The IPAQ criteria used to categorize subjects as moderately active, erred by including too many low PA subjects. IDEEA measurements in sedentary subjects overestimated their energy expenditure. Conclusions : IPAQ can be reliably used to distinguish low and high PA groups and yields relatively low estimates (− 18%) of weekly PA in these groups compared to those measured with the activity meter. Stricter criteria are needed to distinguish moderate from low PA groups. Overweight and obese subjects showed significantly lower levels of PA than normal BMI subjects. IDEEA overestimates low levels of PA.
Lee, I.-M., Shiromq, E.J., Lobelo, F., Puska, P., Blair, S.N. and 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, 219-229. https://doi.org/10.1016/S0140-6736(12)61031-9
Yusuf, S., Reddy, S., Ôunpuu, S. and Anand, S. (2001) Global Burden of Cardiovascular Diseases. Part 1. General Considerations, the Epidemiologic Transition, Risk Factors and Impacts of Urbanization. Circulation, 104, 2746-2753. https://doi.org/10.1161/hc4601.099487
World Health Organization (2002) The World Health Report 2002: Reducing Risks, Promoting Healthy Life. WHO, Geneva.
World Health Organization (2004) WHO RESOLUTION. Global Strategy on Diet, Physical Activity and Health. http://www.who.int/dietphysicalactivity/strategy/eb11344/strategy_english_web.pdf
Pereira, M.A., FitzerGerald, S.J., Gregg, E.W., Joswiak, M.L., Ryan, W.J., Suminski, R.R., Utter, A.C. and Zmuda, J.M. (1997) A Collection of Physical Activity Questionnaires for Health-Related Research. Medicine and Science in Sports and Exercise, 29, S1-205.
Lifson, N., Gorden, G.B. and McClintock, R. (1955) Measurement of Total Carbon Dioxide Production by Mean of D218O. Journal of Applied Physiology, 7, 704-771. https://doi.org/10.1152/jappl.1955.7.6.704
Maiolo, C., Melchiorri, G., Iacopino, L., Masala, S. and De Lorenzo, A. (2003) Physical Activity Energy Expenditure Measured Using a Portable Telemetric Device in Comparison with a Mass Spectrometer. British Journal of Sports Medicine, 37, 445-447. https://doi.org/10.1136/bjsm.37.5.445
De Cocker, K.A., De Bourdeaudhuij, I.M. and Cardon, G.M. (2008) What Do Pedometer Counts Represent? A Comparison between Pedometer Data and Data from Four Different Questionnaires. Public Health Nutrition, 12, 74-81. https://doi.org/10.1017/S1368980008001973
Plasqui, G. and Westerterp, K.R. (2007) Physical Activity Assessment with Accelerometers: An Evaluation against Double Labeled Water. Obesity, 15, 2371-2379. https://doi.org/10.1038/oby.2007.281
Worringham, C., Rojek, A. and Stewart, I. (2011) Development and Feasibility of a Smartphone, ECG and GPS Based System for Remotely Monitoring Exercise in Cardiac Rehabilitation. PLoS ONE, 6, e14669. https://doi.org/10.1371/journal.pone.0014669
Spurr, G.B., Prentice, A.M., Murgatroyd, P.R., Goldberg, G.R., Reina, J.C. and Christman, N.T. (1988) Energy Expenditure from Minute-by-Minute Heart-Rate Recording: Comparison with Indirect Calorimetry. The American Journal of Clinical Nutrition, 48, 552-559. https://doi.org/10.1093/ajcn/48.3.552
Haskell, W.L. and Kiernan, M. (2000) Methodologic Issues in Measuring Physical Activity and Physical Fitness When Evaluating the Role of Dietary Supplements for Physically Active People. The American Journal of Clinical Nutrition, 72, 541S-550S. https://doi.org/10.1093/ajcn/72.2.541S
Van Poppel, M.N.M., Chinapaw, M.J.M., Mokkink, L.B., van Mechelen, W. and Terwee, C.B. (2010) Physical Activity Questionnaires for Adults: A Systematic Review of Measurement Properties. Sports Medicine, 40, 565-600. https://doi.org/10.2165/11531930-000000000-00000
Chinapaw, M.J.M., Mokkink, L.B., van Poppel, M.N.M., van Mechelen, W. and Terwee, C.B. (2010) Physical Activity Questionnaires for Youth: A Systematic Review of Measurement Properties. Sports Medicine, 40, 539-563. https://doi.org/10.2165/11530770-000000000-00000
Forsen, L., Loland, N.W., Vuillemin, A., Chinapaw, M.J.M., van Poppel, M.N.M., Mokkink, L.B., van Mechelen, W. and Terwee, C.B. (2010) Self-Administrated Physical Activity Questionnaires for the Elderly: A Systematic Review of Measurement Properties. Sports Medicine, 40, 601-623. https://doi.org/10.2165/11531350-000000000-00000
Bull, F.C., Maslin, T.S. and Armstrong, T. (2009) Global Physical Activity Questionnaire (GPAQ): Nine Country Reliability and Validity Study. Journal of Physical Activity and Health, 6, 790-804. https://doi.org/10.1123/jpah.6.6.790
Lee, P.H., Macfarlane, D.J., Lam, T.H. and Stewart, S.M. (2011) Validity of the International Physical Activity Questionnaire Short Form (IPAQ-SF): A Systematic Review. International Journal of Behavioral Nutrition and Physical Activity, 8, Article No.: 11. http://www.ijbnpa.org/content/8/1/11 https://doi.org/10.1186/1479-5868-8-115
Scheeres, K., Knoop, H., van der Meer, J. and Bleijenberg, G. (2009) Clinical Assessment of the Physical Activity Pattern of Chronic Fatigue Syndrome Patients: A Validation of Three Methods. Health and Quality of Life Outcomes, 7, 29. https://doi.org/10.1186/1477-7525-7-29
Zhang, K., Werner, P., Sun, M., Pi-Sunyer, F.X. and Boozer, C.N. (2003) Measurement of Human Daily Physical Activity. Obesity Research, 11, 33-40. https://doi.org/10.1038/oby.2003.7
Zhang, K., Pi-Sunyer, F.X. and Boozer, C.N. (2004) Improving Energy Expenditure Estimation for Physical Activity. Medicine & Science in Sports & Exercise, 36, 883-889.
Ferguson, C.J. (2009) An Effect Size Primer: A Guide for Clinicians and Researchers. Professional Psychology: Research and Practice, 40, 532-538. https://doi.org/10.1037/a0015808
Terwee, C.B., Mokkink, L.B., van Poppel, M.N.M., Chinapaw, M.J.M., van Mechelen, W. and de Vet, H.C.W. (2010) Qualitative Attributes and Measurement Properties of Physical Activity Questionnaires: A Checklist. Sports Medicine, 40, 525-537. https://doi.org/10.2165/11531370-000000000-00000
Lee, P.H., Macfarlane, D.J., Lam, T.H. and Stewart, S.M. (2011) Validity of the International Physical Activity Questionnaire Short Form (IPAQ-SF): A Systematic Review. International Journal of Behavioral Nutrition and Physical Activity, 8, Article No.: 115.
Ishikawa-Takata, K., Tabata, I., Sasaki, S., Rafamantananatsoa, H.H., Okazaki, H., Okibo, H., Tanaka, S., Yamamoto, S., Shirota, T., Uchida, K. and Murata, M. (2008) Physical, Activity Level in Healthy Free-Living Japanese Estimated by Doubly Labelled Water Method and International Physical Activity Questionnaire. European Journal of Clinical Nutrition, 62, 885-891. https://doi.org/10.1038/sj.ejcn.1602805
Metcalf, B.S., Hosking, J., Jeffery, A.N., Voss, L.D., Henley, W. and Wilkin, T.J. (2010) Fatness Leads to Inactivity, but Inactivity Does Not Lead to Fatness: A Longitudinal Study in Children. Archives of Disease in Childhood, 96, 942-947. https://doi.org/10.1136/adc.2009.175927
Pietiläinen, K.H., Kaprio, J., Borg, P., Plasqui, G., Yki-Järvinen, H., Kujala, U.M., Rose, R.J., Westerterp, K.R. and Rissanen, A. (2008) Physical Inactivity and Obesity: A Vicious Circle. Obesity (Silver Spring), 16, 409-414. https://doi.org/10.1038/oby.2007.72
Whybrow, S., Ritz, P., Horgan, G.W. and Subbs, R.J. (2012) An Evaluation of the IDEEA™ Activity Monitor for Estimating Energy Expenditure. The British Journal of Nutrition, 109, 173-183. https://doi.org/10.1017/S0007114512000645