Validation of the Actiheart activity monitor for measurement of activity energy expenditure in children and adolescents with chronic disease

Background/Objectives:The purpose of this study was to develop an activity energy expenditure (AEE) prediction equation for the Actiheart activity monitor for use in children with chronic disease.Subjects/Methods:In total, 63 children, aged 8–18 years with different types of chronic disease (juvenile arthritis, hemophilia, dermatomyositis, neuromuscular disease, cystic fibrosis or congenital heart disease) participated in an activity testing session, which consisted of a resting protocol, working on the computer, sweeping, hallway walking, steps and treadmill walking at three different speeds. During all activities, actual AEE was measured with indirect calorimetry and the participants wore an Actiheart on the chest. Resting EE and resting heart rate were measured during the resting protocol and heart rate above sleep (HRaS) was calculated.Results:Mixed linear modeling produced the following prediction equation: This equation results in a nonsignificant mean difference of 2.1 J/kg/min (limits of agreement: −144.2 to 148.4 J/kg/min) for the prediction of AEE from the Actiheart compared with actual AEE.Conclusions:The Actiheart is valid for the use of AEE determination when using the new prediction equation for groups of children with chronic disease. However, the prediction error limits the use of the equation in individual subjects.

[1]  D. Bassett,et al.  Accuracy of the Actiheart for the assessment of energy expenditure in adults , 2008, European Journal of Clinical Nutrition.

[2]  Connie C Johnson,et al.  The Benefits of Physical Activity for Youth with Developmental Disabilities: A Systematic Review , 2009, American journal of health promotion : AJHP.

[3]  Maurice R Puyau,et al.  Multivariate adaptive regression splines models for the prediction of energy expenditure in children and adolescents. , 2010, Journal of applied physiology.

[4]  Elena Gutierrez-Farewik,et al.  Trunk and center of mass movements during gait in children with juvenile idiopathic arthritis. , 2007, Human movement science.

[5]  Patrick J. Morris,et al.  Physical Activity Recommendations for Children and Adolescents with Chronic Disease , 2008, Current sports medicine reports.

[6]  P. Helders,et al.  Effects of anaerobic training in children with cystic fibrosis: a randomized controlled study. , 2004, Chest.

[7]  S. Trost,et al.  Validity of accelerometry for measurement of activity in people with brain injury. , 2005, Medicine and science in sports and exercise.

[8]  J. Stanghelle,et al.  Pulmonary Function and Oxygen Uptake During Exercise in 16 Year Old Boys with Cystic Fibrosis , 1984, Acta paediatrica Scandinavica.

[9]  K R Westerterp,et al.  Physical activity pattern of children assessed by triaxial accelerometry , 2004, European Journal of Clinical Nutrition.

[10]  C. Thorén Effects of Beta‐Adrenergic Blockade on Heart Rate and Blood Lactate in Children during Maximal and Submaximal Exercise , 1967, Acta paediatrica Scandinavica.

[11]  Mark S Tremblay,et al.  Physical activity and inactivity profiling: the next generation. , 2007, Canadian journal of public health = Revue canadienne de sante publique.

[12]  J. B. Weir New methods for calculating metabolic rate with special reference to protein metabolism , 1949, The Journal of physiology.

[13]  T. Takken,et al.  Review of Prediction Models to Estimate Activity-Related Energy Expenditure in Children and Adolescents , 2010, International journal of pediatrics.

[14]  Andrea C Tricco,et al.  A comparison of indirect versus direct measures for assessing physical activity in the pediatric population: a systematic review. , 2009, International journal of pediatric obesity : IJPO : an official journal of the International Association for the Study of Obesity.

[15]  M. Puyau,et al.  Validation and calibration of physical activity monitors in children. , 2002, Obesity research.

[16]  M. White Pediatric Exercise Medicine: From Physiologic Principles to Health Care Application , 2005 .

[17]  R. Stein,et al.  A noncategorical approach to chronic childhood illness. , 1982, Public health reports.

[18]  T. Takken,et al.  Physical training in children with osteogenesis imperfecta. , 2008, The Journal of pediatrics.

[19]  Judith D. Singer,et al.  Using SAS PROC MIXED to Fit Multilevel Models, Hierarchical Models, and Individual Growth Models , 1998 .

[20]  A. Bergman,et al.  The morbidity of cardiac nondisease in schoolchildren. , 1967, The New England journal of medicine.

[21]  R. Houwen,et al.  Resting energy expenditure and nutritional status in children with juvenile rheumatoid arthritis. , 1999, The Journal of rheumatology.

[22]  J M Bland,et al.  Statistical methods for assessing agreement between two methods of clinical measurement , 1986 .

[23]  L. Lin,et al.  A concordance correlation coefficient to evaluate reproducibility. , 1989, Biometrics.

[24]  P. Edouard,et al.  Training programs for children: literature review. , 2007, Annales de readaptation et de medecine physique : revue scientifique de la Societe francaise de reeducation fonctionnelle de readaptation et de medecine physique.

[25]  J. Stockman Exercise Training Program in Children and Adolescents With Cerebral Palsy: A Randomized Controlled Trial , 2009 .

[26]  Oxygen uptake to work rate slope in children with a heart, lung or muscle disease. , 2010, International journal of sports medicine.

[27]  T Takken,et al.  Physical activity and health related physical fitness in children with juvenile idiopathic arthritis , 2003, Annals of the rheumatic diseases.

[28]  A. Beckett,et al.  AKUFO AND IBARAPA. , 1965, Lancet.

[29]  J. Fischer,et al.  Combining accelerometry and HR for assessing preschoolers' physical activity. , 2010, Medicine and science in sports and exercise.

[30]  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.

[31]  U. Ekelund,et al.  Comparison of two methods to assess PAEE during six activities in children. , 2007, Medicine and science in sports and exercise.

[32]  T. Takken,et al.  Exercise prescription for patients with a Fontan circulation: current evidence and future directions , 2007, Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation.

[33]  P S Freedson,et al.  Calibration of the Computer Science and Applications, Inc. accelerometer. , 1998, Medicine and science in sports and exercise.

[34]  P. Carbone,et al.  Promoting the Participation of Children With Disabilities in Sports, Recreation, and Physical Activities , 2008, Pediatrics.

[35]  U. Ekelund,et al.  Reliability and validity of the combined heart rate and movement sensor Actiheart , 2005, European Journal of Clinical Nutrition.