Skip to main content
Erschienen in: Sports Medicine 9/2003

01.08.2003 | Review Article

Estimating Human Energy Expenditure

A Review of Techniques with Particular Reference to Doubly Labelled Water

verfasst von: Philip N. Ainslie, Thomas Reilly, Klass R. Westerterp

Erschienen in: Sports Medicine | Ausgabe 9/2003

Einloggen, um Zugang zu erhalten

Abstract

This review includes an historical overview of the techniques for measuring energy expenditure (EE). Following this overview, the ‘gold standard’ method of measuring EE, the doubly labelled water (DLW) method, is emphasised. Other methods, such as direct calorimetry, indirect calorimetry systems, heart rate and EE relationships, questionnaires and activity recall, motion sensors, combined heart rate and motion sensors for the estimation of EE are then highlighted in relation to their validation against the DLW method. The major advantages and disadvantages for each method are then considered. The preferred method to determine EE is likely to depend principally on factors such as the number of study participants to be monitored, the time period of measurements and the finances available. Small study participant numbers over a short period may be measured accurately by means of indirect calorimetric methods (stationary and portable systems). For periods over 3–4 days, EE should ideally be measured using the DLW method. However, the use of motion sensors is very promising in the measurement of EE, and has a number of advantages over the DLW method. Furthermore, if used correctly, both heart rate and questionnaire methods may provide valuable estimates of EE. Additional studies are needed to examine the possibility of improving the accuracy of measurement by combining two or more techniques. Such information, if confirmed by scientific rigour, may lead to an improvement in the estimation of EE and population-based physical activity levels. The accurate measurement of physical activity and EE is critical from both a research and health prospective. A consideration of the relevant techniques used for the estimation of EE may also help improve the quality of these frequently reported measurements.
Fußnoten
1
The use of tradenames is for product identification purposes only and does not imply endorsement.
 
Literatur
1.
Zurück zum Zitat Caspersen CJ. Physical activity epidemiology: concepts, methods, and applications to exercise science. In: Pandolf K, editor. Exercise and sport sciences review. Vol. 17. Baltimore (MD): Williams and Wilkins, 1989: 423–73 Caspersen CJ. Physical activity epidemiology: concepts, methods, and applications to exercise science. In: Pandolf K, editor. Exercise and sport sciences review. Vol. 17. Baltimore (MD): Williams and Wilkins, 1989: 423–73
2.
Zurück zum Zitat Elia M, Livesey G. Energy expenditure and fuel selections in biological systems: the theory and practice of calculations based on indirect calorimetry and tracer methods. In: Simopoulos AP, editor. Metabolic control of eating, energy expenditure and the bioenergetics of obesity: world review of nutrition and dietetics. Vol. 70. Basel: Karger, 1992: 68–131 Elia M, Livesey G. Energy expenditure and fuel selections in biological systems: the theory and practice of calculations based on indirect calorimetry and tracer methods. In: Simopoulos AP, editor. Metabolic control of eating, energy expenditure and the bioenergetics of obesity: world review of nutrition and dietetics. Vol. 70. Basel: Karger, 1992: 68–131
3.
Zurück zum Zitat Montoye HJ, Kemper HCG, Saris WHM, et al. Measuring physical activity and energy expenditure. Champaign (IL): Human Kinetics, 1996: 72–9 Montoye HJ, Kemper HCG, Saris WHM, et al. Measuring physical activity and energy expenditure. Champaign (IL): Human Kinetics, 1996: 72–9
4.
Zurück zum Zitat Macfarlane DJ. Automated metabolic gas analysis systems: a review. Sports Med 2001; 31: 841–61PubMedCrossRef Macfarlane DJ. Automated metabolic gas analysis systems: a review. Sports Med 2001; 31: 841–61PubMedCrossRef
5.
Zurück zum Zitat West JB. High life: a history of high-altitude physiology and medicine. Oxford: Oxford University Press, 1998 West JB. High life: a history of high-altitude physiology and medicine. Oxford: Oxford University Press, 1998
6.
Zurück zum Zitat Speakman JR. The history and theory of the doubly labeled water technique. Am J Clin Nutr 2001; 68: 932S–8S Speakman JR. The history and theory of the doubly labeled water technique. Am J Clin Nutr 2001; 68: 932S–8S
7.
Zurück zum Zitat Westerterp KR. Assessment of physical activity level in relation to obesity: current evidence and research issues. Med Sci Sports Exerc 1999; 31: S522–5PubMedCrossRef Westerterp KR. Assessment of physical activity level in relation to obesity: current evidence and research issues. Med Sci Sports Exerc 1999; 31: S522–5PubMedCrossRef
8.
Zurück zum Zitat Prentice AM, editor. International Dietary Energy Consultancy Group (IDECG): the doubly-labelled water method for measuring energy expenditure, technical recommendations for use in humans. Vienna: NAHRES-4, International Atomic Energy Agency (IAEA), 1990 Prentice AM, editor. International Dietary Energy Consultancy Group (IDECG): the doubly-labelled water method for measuring energy expenditure, technical recommendations for use in humans. Vienna: NAHRES-4, International Atomic Energy Agency (IAEA), 1990
9.
Zurück zum Zitat Schoeller DA, Delany JP. Human energy balance: what have be learned from the doubly labeled water method? Am J Clin Nutr 1998; 68: 927S–79S Schoeller DA, Delany JP. Human energy balance: what have be learned from the doubly labeled water method? Am J Clin Nutr 1998; 68: 927S–79S
10.
Zurück zum Zitat Jequier E. Direct and indirect calorimetry in man. In: Garrow JS, Halliday D, editors. Substrate and energy metabolism. London: Libbey, 1985: 82–91 Jequier E. Direct and indirect calorimetry in man. In: Garrow JS, Halliday D, editors. Substrate and energy metabolism. London: Libbey, 1985: 82–91
11.
Zurück zum Zitat Schoeller DA, van Santen E. Measurement of energy expenditure in humans by doubly labelled water method. J Appl Physiol 1982; 53: 955–9PubMed Schoeller DA, van Santen E. Measurement of energy expenditure in humans by doubly labelled water method. J Appl Physiol 1982; 53: 955–9PubMed
12.
Zurück zum Zitat Speakman JR, Roberts SB. Recent advances in the doubly labeled water technique. Obes Res 1995; 3: 1S–74S Speakman JR, Roberts SB. Recent advances in the doubly labeled water technique. Obes Res 1995; 3: 1S–74S
13.
Zurück zum Zitat Westerterp KR. Body composition, water turnover and energy turnover assessment with labelled water. Proc Nutr Soc 1999; 58: 945–51PubMedCrossRef Westerterp KR. Body composition, water turnover and energy turnover assessment with labelled water. Proc Nutr Soc 1999; 58: 945–51PubMedCrossRef
14.
Zurück zum Zitat Black AE, Prentice AM, Coward WA. Use of food quotients to predict respiratory quotients for the doubly-labeled water method of measuring energy expenditure. Hum Nutr Clin Nutr 1986; 40: 381–91PubMed Black AE, Prentice AM, Coward WA. Use of food quotients to predict respiratory quotients for the doubly-labeled water method of measuring energy expenditure. Hum Nutr Clin Nutr 1986; 40: 381–91PubMed
15.
Zurück zum Zitat Frayn KN. Metabolic regulation: a human perspective. London: Portland Press Ltd, 1996 Frayn KN. Metabolic regulation: a human perspective. London: Portland Press Ltd, 1996
16.
Zurück zum Zitat Schoeller DA, Hnilicka JM. Reliability of the doubly labeled water method for the measurement of total daily energy expenditure in free-living subjects. J Nutr 1996; 126: 348S–54SPubMed Schoeller DA, Hnilicka JM. Reliability of the doubly labeled water method for the measurement of total daily energy expenditure in free-living subjects. J Nutr 1996; 126: 348S–54SPubMed
17.
Zurück zum Zitat Zuntz N, Leowy A. Lehrbuch der physiologie bes menschem. Leipzig: Vogel, 1909 Zuntz N, Leowy A. Lehrbuch der physiologie bes menschem. Leipzig: Vogel, 1909
18.
Zurück zum Zitat Kofranyi E, Michaelis HF. A portable apparatus to determine metabolism [in German]. Arbeitsphyiololgie 1940; 11: 148–50 Kofranyi E, Michaelis HF. A portable apparatus to determine metabolism [in German]. Arbeitsphyiololgie 1940; 11: 148–50
19.
Zurück zum Zitat Wolff HS. The integrating pneumotacograph: a new instrument for the measurement of energy expenditure by indirect calorimetry. Q J Exerc Physiol 1958; 43: 270–83 Wolff HS. The integrating pneumotacograph: a new instrument for the measurement of energy expenditure by indirect calorimetry. Q J Exerc Physiol 1958; 43: 270–83
20.
Zurück zum Zitat Humphrey SJE, Wolff HS. The oxylog [abstract]. J Appl Physiol 1977; 267: 120 Humphrey SJE, Wolff HS. The oxylog [abstract]. J Appl Physiol 1977; 267: 120
21.
22.
Zurück zum Zitat McNeill G, Cox MD, Rivers JPW. The oxylog oxygen consumption meter: a portable device for measurement of energy expenditure. Am J Clin Nutr 1987; 45: 1415–9PubMed McNeill G, Cox MD, Rivers JPW. The oxylog oxygen consumption meter: a portable device for measurement of energy expenditure. Am J Clin Nutr 1987; 45: 1415–9PubMed
23.
Zurück zum Zitat Schulz H, Helle S, Heck H. The validity of the telemetric system CORTEX X1 in the ventilatory and gas exchange measurement during exercise. Int J Sports Med 1997; 18: 454–7PubMedCrossRef Schulz H, Helle S, Heck H. The validity of the telemetric system CORTEX X1 in the ventilatory and gas exchange measurement during exercise. Int J Sports Med 1997; 18: 454–7PubMedCrossRef
24.
Zurück zum Zitat Meyer T, Georg T, Becker C, et al. Reliability of gas exchange measurements from two different spiroergometry systems. Int J Sports Med 2001; 22: 593–7PubMedCrossRef Meyer T, Georg T, Becker C, et al. Reliability of gas exchange measurements from two different spiroergometry systems. Int J Sports Med 2001; 22: 593–7PubMedCrossRef
25.
Zurück zum Zitat Christensen CC, Frey HM, Foenstelie E, et al. A critical evaluation of energy expenditure estimates based on individual O2 consumption, heart rate curves and average daily heart rates. Am J Clin Nutr 1983; 37: 469–72 Christensen CC, Frey HM, Foenstelie E, et al. A critical evaluation of energy expenditure estimates based on individual O2 consumption, heart rate curves and average daily heart rates. Am J Clin Nutr 1983; 37: 469–72
26.
Zurück zum Zitat Davidson L, McNeill G, Haggart P, et al. Free-living energy expenditure of adult men assessed by continuous heart rate monitoring and doubly labelled water. Br J Nutr 1997; 78: 696–708CrossRef Davidson L, McNeill G, Haggart P, et al. Free-living energy expenditure of adult men assessed by continuous heart rate monitoring and doubly labelled water. Br J Nutr 1997; 78: 696–708CrossRef
27.
Zurück zum Zitat Livingstone MB. Heart-rate monitoring: the answer for assessing energy expenditure and physical activity in population studies? Br J Nutr 1997; 78: 869–71PubMedCrossRef Livingstone MB. Heart-rate monitoring: the answer for assessing energy expenditure and physical activity in population studies? Br J Nutr 1997; 78: 869–71PubMedCrossRef
28.
Zurück zum Zitat Melanson EL, Freedson PS. Physical activity assessment: a review of the methods. Crit Rev Food Sci Nutr 1996; 36: 385–96PubMedCrossRef Melanson EL, Freedson PS. Physical activity assessment: a review of the methods. Crit Rev Food Sci Nutr 1996; 36: 385–96PubMedCrossRef
29.
Zurück zum Zitat Spurr GB, Prentice AM, Murgatroyd PR, et al. Energy expenditure from minute-by-minute heart-rate recording: comparison with indirect calorimetry. Am J Clin Nutr 1988; 48: 522–59 Spurr GB, Prentice AM, Murgatroyd PR, et al. Energy expenditure from minute-by-minute heart-rate recording: comparison with indirect calorimetry. Am J Clin Nutr 1988; 48: 522–59
30.
Zurück zum Zitat Secher NH, Ruberg-Larsen N, Binkhorst RA, et al. Maximal oxygen uptake during arm cranking and combined arm plus leg exercise. J Appl Physiol 1974; 36: 515–8PubMed Secher NH, Ruberg-Larsen N, Binkhorst RA, et al. Maximal oxygen uptake during arm cranking and combined arm plus leg exercise. J Appl Physiol 1974; 36: 515–8PubMed
31.
Zurück zum Zitat Rowlands AV, Eston RG, Ingledew DK. Measurements of physical activity in children with particular reference to the use of heart rate and pedometry. Sports Med 1997; 24: 258–72PubMedCrossRef Rowlands AV, Eston RG, Ingledew DK. Measurements of physical activity in children with particular reference to the use of heart rate and pedometry. Sports Med 1997; 24: 258–72PubMedCrossRef
32.
Zurück zum Zitat Livingstone MB, Coward WA, Prentice AM, et al. Daily energy expenditure in free-living children: comparison of heart-rate monitoring with the doubly labeled water method. Am J Clin Nutr 1992; 56: 343–52PubMed Livingstone MB, Coward WA, Prentice AM, et al. Daily energy expenditure in free-living children: comparison of heart-rate monitoring with the doubly labeled water method. Am J Clin Nutr 1992; 56: 343–52PubMed
33.
Zurück zum Zitat Bratteby LE, Sandhagen B, Fan H, et al. A 7-day activity diary for the assessment of daily energy expenditure validated by the doubly labelled water methods in adolescents. Eur J Clin Nutr 1997; 51: 585–91PubMedCrossRef Bratteby LE, Sandhagen B, Fan H, et al. A 7-day activity diary for the assessment of daily energy expenditure validated by the doubly labelled water methods in adolescents. Eur J Clin Nutr 1997; 51: 585–91PubMedCrossRef
34.
Zurück zum Zitat Schulz S, Westerterp KR, Bruck K. Comparison of energy expenditure by the doubly labeled water technique with energy intake, heart rate and activity recording in man. Am J Clin Nutr 1989; 49: 1146–54PubMed Schulz S, Westerterp KR, Bruck K. Comparison of energy expenditure by the doubly labeled water technique with energy intake, heart rate and activity recording in man. Am J Clin Nutr 1989; 49: 1146–54PubMed
35.
Zurück zum Zitat Racette SB, Schoeller DA, Kushner RF. Comparison of heart rate and physical activity recall with doubly labeled water in obese women. Med Sci Sports Exerc 1995; 27: 126–33PubMed Racette SB, Schoeller DA, Kushner RF. Comparison of heart rate and physical activity recall with doubly labeled water in obese women. Med Sci Sports Exerc 1995; 27: 126–33PubMed
36.
Zurück zum Zitat Bonnefoy M, Normand S, Pachiaudi C, et al. Simultaneous validation of ten physical activity questionnaires in older men: a doubly labeled water study. J Am Geriatr Soc 2001; 49: 28–35PubMedCrossRef Bonnefoy M, Normand S, Pachiaudi C, et al. Simultaneous validation of ten physical activity questionnaires in older men: a doubly labeled water study. J Am Geriatr Soc 2001; 49: 28–35PubMedCrossRef
37.
Zurück zum Zitat Schuit AJ, Schouten EG, Westerterp KR, et al. Validity of the physical activity scale (PASE) for the elderly according to energy expenditure assessed by the doubly labeled water method. J Clin Epidemiol 1997; 50: 541–6PubMedCrossRef Schuit AJ, Schouten EG, Westerterp KR, et al. Validity of the physical activity scale (PASE) for the elderly according to energy expenditure assessed by the doubly labeled water method. J Clin Epidemiol 1997; 50: 541–6PubMedCrossRef
38.
Zurück zum Zitat Philippaerts RM, Westerterp KR, Lefevre J. Doubly labeled water validation of three physical activity questionnaires. Int J Sports Med 1999; 20: 284–9PubMedCrossRef Philippaerts RM, Westerterp KR, Lefevre J. Doubly labeled water validation of three physical activity questionnaires. Int J Sports Med 1999; 20: 284–9PubMedCrossRef
39.
Zurück zum Zitat Dipietro L, Caspersen CJ, Ostfeld AM, et al. A survery for assessing physical activity among older adults. Med Sci Sports Exerc 1993; 25: 628–42PubMed Dipietro L, Caspersen CJ, Ostfeld AM, et al. A survery for assessing physical activity among older adults. Med Sci Sports Exerc 1993; 25: 628–42PubMed
40.
Zurück zum Zitat Bouchard CA, Tremblay A, Leblanc C, et al. A method to assess energy expenditure in children and adults. Am J Clin Nutr 1983; 37: 461–7PubMed Bouchard CA, Tremblay A, Leblanc C, et al. A method to assess energy expenditure in children and adults. Am J Clin Nutr 1983; 37: 461–7PubMed
41.
Zurück zum Zitat Ainsworth BE, Haskell WL, Leaon AS, et al. Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 1993; 25: 71–80PubMedCrossRef Ainsworth BE, Haskell WL, Leaon AS, et al. Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 1993; 25: 71–80PubMedCrossRef
42.
Zurück zum Zitat Ainsworth BE, Haskell WL, Whitt MC, et al. Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 2000; 32(9): S498–504PubMed Ainsworth BE, Haskell WL, Whitt MC, et al. Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 2000; 32(9): S498–504PubMed
43.
Zurück zum Zitat Reilly T, Thomas V. Estimated daily energy expenditures of professional association footballers. Ergonomics 1979; 22: 541–8PubMedCrossRef Reilly T, Thomas V. Estimated daily energy expenditures of professional association footballers. Ergonomics 1979; 22: 541–8PubMedCrossRef
44.
Zurück zum Zitat Ebine N, Rafamantanantsoa HH, Nayuki Y, et al. Measurement of total energy expenditure by the doubly labelled water method in professional soccer players. J Sports Sci 2002; 20: 391–7PubMedCrossRef Ebine N, Rafamantanantsoa HH, Nayuki Y, et al. Measurement of total energy expenditure by the doubly labelled water method in professional soccer players. J Sports Sci 2002; 20: 391–7PubMedCrossRef
45.
Zurück zum Zitat Washburn RA, Cook TC, LaPorte RE. The objective assessment of physical activity in an occupationally active group. J Sports Med Phys Fitness 1989; 29: 279–84PubMed Washburn RA, Cook TC, LaPorte RE. The objective assessment of physical activity in an occupationally active group. J Sports Med Phys Fitness 1989; 29: 279–84PubMed
46.
Zurück zum Zitat Baecke JA, Burema HJ, Frijters JER. A short questionnaire for the measurement of habitual physical activity in epidemiological studies. Am J Clin Nutr 1982; 36: 936–42PubMed Baecke JA, Burema HJ, Frijters JER. A short questionnaire for the measurement of habitual physical activity in epidemiological studies. Am J Clin Nutr 1982; 36: 936–42PubMed
47.
Zurück zum Zitat Reiff GG, Montoye HJ, Remmington RD, et al. Assessment of physical activity by questionnaire and interview. J Sports Med Phys Fitness 1967; 7: 135–42PubMed Reiff GG, Montoye HJ, Remmington RD, et al. Assessment of physical activity by questionnaire and interview. J Sports Med Phys Fitness 1967; 7: 135–42PubMed
48.
Zurück zum Zitat Taylor HL, Jacobs DR, Schucker B, et al. A questionnaire for the assessment of leisure time physical activities. J Chronic Dis 1978; 31: 741–55PubMedCrossRef Taylor HL, Jacobs DR, Schucker B, et al. A questionnaire for the assessment of leisure time physical activities. J Chronic Dis 1978; 31: 741–55PubMedCrossRef
49.
Zurück zum Zitat Richardson MT, Leon AS, Jacobs DR, et al. Comprehensive evaluation of the Minnesota Leisure Time Physical Activity questionnaire. J Clin Epidemol 1994; 47: 271–81CrossRef Richardson MT, Leon AS, Jacobs DR, et al. Comprehensive evaluation of the Minnesota Leisure Time Physical Activity questionnaire. J Clin Epidemol 1994; 47: 271–81CrossRef
50.
Zurück zum Zitat Conway JM, Irwin ML, Ainsworth BE. Estimating energy expenditure from the Minnesota Leisure Time Physical Activity and Tecumseh Occupational Activity questionnaires: a doubly labeled water validation. J Clin Epidemol 2002; 55: 392–9CrossRef Conway JM, Irwin ML, Ainsworth BE. Estimating energy expenditure from the Minnesota Leisure Time Physical Activity and Tecumseh Occupational Activity questionnaires: a doubly labeled water validation. J Clin Epidemol 2002; 55: 392–9CrossRef
51.
Zurück zum Zitat Conway JM, Seale JL, Jacobs Jr DR, et al. Comparison of energy expenditure estimates from doubly labeled water, a physical activity questionnaire, and physical activity records. Am J Clin Nutr 2002; 75: 519–25PubMed Conway JM, Seale JL, Jacobs Jr DR, et al. Comparison of energy expenditure estimates from doubly labeled water, a physical activity questionnaire, and physical activity records. Am J Clin Nutr 2002; 75: 519–25PubMed
52.
Zurück zum Zitat Starling RD, Matthews DE, Ades PA, et al. Assessment of physical activity in older individuals: a doubly labeled study. J Appl Physiol 1999; 86: 2090–6PubMed Starling RD, Matthews DE, Ades PA, et al. Assessment of physical activity in older individuals: a doubly labeled study. J Appl Physiol 1999; 86: 2090–6PubMed
53.
Zurück zum Zitat Leenders NY, Sherman WM, Nagaraja NH, et al. Evaluation of methods to assess physical activity in free living condition. Med Sci Sports Exerc 2001; 33: 1233–40PubMed Leenders NY, Sherman WM, Nagaraja NH, et al. Evaluation of methods to assess physical activity in free living condition. Med Sci Sports Exerc 2001; 33: 1233–40PubMed
54.
Zurück zum Zitat Seale JL, Klein G, Friedmann J, et al. Energy requirements measurement by doubly labeled water, activity recall, and diet records in the rural elderly. Nutrition 2002; 18: 568–73PubMedCrossRef Seale JL, Klein G, Friedmann J, et al. Energy requirements measurement by doubly labeled water, activity recall, and diet records in the rural elderly. Nutrition 2002; 18: 568–73PubMedCrossRef
55.
Zurück zum Zitat Goran MI, Poehlman ET. Total energy expenditure and energy requirements in healthy elderly persons. Metabolism 1992; 7: 744–53CrossRef Goran MI, Poehlman ET. Total energy expenditure and energy requirements in healthy elderly persons. Metabolism 1992; 7: 744–53CrossRef
56.
Zurück zum Zitat Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical comparison. Lancet 1986; I: 307–10CrossRef Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical comparison. Lancet 1986; I: 307–10CrossRef
57.
Zurück zum Zitat Atkinson G, Nevill AM. Statistical methods for assessing measurement error (reliability) in variables relevant to sports medicine. Sports Med 1998; 26: 217–38PubMedCrossRef Atkinson G, Nevill AM. Statistical methods for assessing measurement error (reliability) in variables relevant to sports medicine. Sports Med 1998; 26: 217–38PubMedCrossRef
58.
Zurück zum Zitat Atkinson G, Nevill AM. Typical error versus limits of agreement. Sports Med 2000; 30: 375–81PubMedCrossRef Atkinson G, Nevill AM. Typical error versus limits of agreement. Sports Med 2000; 30: 375–81PubMedCrossRef
59.
Zurück zum Zitat Basset DR, Ainsworth BE, Swartz AM, et al. Validity of four motion sensors in measuring moderate intensity physical activity. Med Sci Sports Exerc 2000; 32: S471–80CrossRef Basset DR, Ainsworth BE, Swartz AM, et al. Validity of four motion sensors in measuring moderate intensity physical activity. Med Sci Sports Exerc 2000; 32: S471–80CrossRef
60.
Zurück zum Zitat Freedson PS, Miller J. Objective monitoring of physical activity using motion sensors and heart rate. Res Q Exerc Sport 2000; 71(2): 21–9 Freedson PS, Miller J. Objective monitoring of physical activity using motion sensors and heart rate. Res Q Exerc Sport 2000; 71(2): 21–9
61.
Zurück zum Zitat Kemper HCG, Verschuur R. Validity and reliability of pedometers in habitual physical activity research. Eur J Appl Physiol 1977; 37: 71–82CrossRef Kemper HCG, Verschuur R. Validity and reliability of pedometers in habitual physical activity research. Eur J Appl Physiol 1977; 37: 71–82CrossRef
62.
Zurück zum Zitat Schutz Y, Froideraux F, Jequier E. Estimation of 25h energy expenditure by a portable accelerometer [abstract]. Proc Nutr Soc 1988; 47A: 23 Schutz Y, Froideraux F, Jequier E. Estimation of 25h energy expenditure by a portable accelerometer [abstract]. Proc Nutr Soc 1988; 47A: 23
63.
Zurück zum Zitat Pambianco G, Wing RR, Robertson R. Accuracy and reliability of the caltrac accelerometer for estimated energy expenditure. Med Sci Sports Exerc 1990; 22: 858–62PubMed Pambianco G, Wing RR, Robertson R. Accuracy and reliability of the caltrac accelerometer for estimated energy expenditure. Med Sci Sports Exerc 1990; 22: 858–62PubMed
64.
Zurück zum Zitat Haymes EM, Byrnes WC. Walking and running energy expenditure estimated by Caltrac and indirect calorimetry. Med Sci Sports Exerc 1993; 25: 1365–9PubMed Haymes EM, Byrnes WC. Walking and running energy expenditure estimated by Caltrac and indirect calorimetry. Med Sci Sports Exerc 1993; 25: 1365–9PubMed
65.
Zurück zum Zitat Washburn RA, LaPorte RE. Assessment of walking behaviour: effect of speed and monitor position on two objective physical activity monitors. Res Q Exerc Sport 1988; 59: 83–5 Washburn RA, LaPorte RE. Assessment of walking behaviour: effect of speed and monitor position on two objective physical activity monitors. Res Q Exerc Sport 1988; 59: 83–5
66.
Zurück zum Zitat Freedson PS, Melanson E, Sirard J. Calibration of the Computer Science and Applications Inc. accelerometer. Med Sci Sports Exerc 1998; 30: 777–81PubMedCrossRef Freedson PS, Melanson E, Sirard J. Calibration of the Computer Science and Applications Inc. accelerometer. Med Sci Sports Exerc 1998; 30: 777–81PubMedCrossRef
67.
Zurück zum Zitat Welk GJ, Blair SN, Wood K, et al. A comparative evaluation of three accelerometry-based physical activity monitors. Med Sci Sports Exerc 2000; 32: S489–97PubMedCrossRef Welk GJ, Blair SN, Wood K, et al. A comparative evaluation of three accelerometry-based physical activity monitors. Med Sci Sports Exerc 2000; 32: S489–97PubMedCrossRef
68.
Zurück zum Zitat Campbell KL, Crocker PR, Mckenzie DC. Field evaluation of energy expenditure in women using Tritrac accelerometers. Med Sci Sports Exerc 2002; 34: 1667–74PubMedCrossRef Campbell KL, Crocker PR, Mckenzie DC. Field evaluation of energy expenditure in women using Tritrac accelerometers. Med Sci Sports Exerc 2002; 34: 1667–74PubMedCrossRef
69.
Zurück zum Zitat Rodriguez G, Beghin L, Michaud L, et al. Comparison of the TriTrac-R3D accelerometer and a self-report activity diary with heart-rate monitoring for the assessment of energy expenditure in children. Br J Nutr 2002; 87: 623–31PubMedCrossRef Rodriguez G, Beghin L, Michaud L, et al. Comparison of the TriTrac-R3D accelerometer and a self-report activity diary with heart-rate monitoring for the assessment of energy expenditure in children. Br J Nutr 2002; 87: 623–31PubMedCrossRef
70.
Zurück zum Zitat Pannemans DL, Bouten CV, Westerterp KR. 24h energy expenditure during a standardised activity protocol in young and elderly men. Eur J Clin Nutr 1995; 49: 49–56PubMed Pannemans DL, Bouten CV, Westerterp KR. 24h energy expenditure during a standardised activity protocol in young and elderly men. Eur J Clin Nutr 1995; 49: 49–56PubMed
71.
Zurück zum Zitat Bouten CV, Verboeket-Van De Venne P, Westerterp KR, et al. Daily physical activity assessment: comparison between movement registration and doubly labeled water. J Appl Physiol 1996; 81: 1019–26PubMed Bouten CV, Verboeket-Van De Venne P, Westerterp KR, et al. Daily physical activity assessment: comparison between movement registration and doubly labeled water. J Appl Physiol 1996; 81: 1019–26PubMed
72.
Zurück zum Zitat Levine JA, Baukol PA, Westerterp KR. Validation of the Tracmor triaxial accelerometer system for walking. Med Sci Sports Exerc 2001; 33: 1593–7PubMedCrossRef Levine JA, Baukol PA, Westerterp KR. Validation of the Tracmor triaxial accelerometer system for walking. Med Sci Sports Exerc 2001; 33: 1593–7PubMedCrossRef
73.
Zurück zum Zitat Basset Jr DR. Validity and reliability issues in objective monitoring of physical activity. Res Q Exerc Sport 2000; 71(2): S30–6 Basset Jr DR. Validity and reliability issues in objective monitoring of physical activity. Res Q Exerc Sport 2000; 71(2): S30–6
74.
Zurück zum Zitat Atwater WO, Benedict FG. Experiments of the metabolism of matter and energy in the human body. US Dept Agr Off Exp Sta Bull 1903; 136: 1–357 Atwater WO, Benedict FG. Experiments of the metabolism of matter and energy in the human body. US Dept Agr Off Exp Sta Bull 1903; 136: 1–357
75.
Zurück zum Zitat Atwater WO, Rosa EB. Descriptions of new respiration calorimeter and experiments on the conservation in the human body. US Dept Agr Off Exp Sta Bull 1899; 63 Atwater WO, Rosa EB. Descriptions of new respiration calorimeter and experiments on the conservation in the human body. US Dept Agr Off Exp Sta Bull 1899; 63
76.
Zurück zum Zitat Ferrannini E. The theoretical bases of indirect calorimetry: a review. Metabolism 1988; 37: 287–301PubMedCrossRef Ferrannini E. The theoretical bases of indirect calorimetry: a review. Metabolism 1988; 37: 287–301PubMedCrossRef
77.
Zurück zum Zitat Webb P. Human calorimeters. New York: Praeger, 1980 Webb P. Human calorimeters. New York: Praeger, 1980
78.
Zurück zum Zitat Carter J, Jeukendrup AE. Validity and reliability of three commercially available breath-by-breath respiratory systems. Eur J Appl Physiol 2002; 86: 435–41PubMedCrossRef Carter J, Jeukendrup AE. Validity and reliability of three commercially available breath-by-breath respiratory systems. Eur J Appl Physiol 2002; 86: 435–41PubMedCrossRef
79.
Zurück zum Zitat McLaughlin JE, King GA, Howley ET, et al. Validation of the COSMED K4 b2 portable metabolic system. Int J Sports Med 2001; 22: 280–4PubMedCrossRef McLaughlin JE, King GA, Howley ET, et al. Validation of the COSMED K4 b2 portable metabolic system. Int J Sports Med 2001; 22: 280–4PubMedCrossRef
80.
Zurück zum Zitat Bratteby LE, Sandhagen B, Fan H, et al. Total energy expenditure and physical activity as assessed by the doubly labeled water method in Swedish adolescents in whom energy intake was underestimated by 7-d diet records. Am J Clin Nutr 1998; 67: 905–11PubMed Bratteby LE, Sandhagen B, Fan H, et al. Total energy expenditure and physical activity as assessed by the doubly labeled water method in Swedish adolescents in whom energy intake was underestimated by 7-d diet records. Am J Clin Nutr 1998; 67: 905–11PubMed
81.
Zurück zum Zitat American College of Sports Medicine. A collection of physical activity questionnaires for health-related research. Med Sci Sports Exerc 1997; 29 Suppl.: 5–9 American College of Sports Medicine. A collection of physical activity questionnaires for health-related research. Med Sci Sports Exerc 1997; 29 Suppl.: 5–9
82.
Zurück zum Zitat Jacobs Jr DR, Ainsworth BE, Hartman TJ, et al. A simultaneous evaluation of 10 commonly used physical activity questionnaires. Med Sci Sports Exerc 1993; 25: 81–91PubMedCrossRef Jacobs Jr DR, Ainsworth BE, Hartman TJ, et al. A simultaneous evaluation of 10 commonly used physical activity questionnaires. Med Sci Sports Exerc 1993; 25: 81–91PubMedCrossRef
83.
Zurück zum Zitat Bouten CV, Koekkoek KT, Verduin M, et al. A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity. IEEE Trans Biomed Eng 1997; 44: 136–47PubMedCrossRef Bouten CV, Koekkoek KT, Verduin M, et al. A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity. IEEE Trans Biomed Eng 1997; 44: 136–47PubMedCrossRef
84.
Zurück zum Zitat Washburn R, Chin MK, Montoye HJ. Accuracy of pedometer in walking and running. Res Q Exerc Sport 1980; 31: 693–702 Washburn R, Chin MK, Montoye HJ. Accuracy of pedometer in walking and running. Res Q Exerc Sport 1980; 31: 693–702
85.
Zurück zum Zitat Washburn RA, Smith KW, Jettee AM, et al. The physical activity scale for the elderly (PASE): development and evaluation. J Clin Epidemiol 1993; 46: 163–72CrossRef Washburn RA, Smith KW, Jettee AM, et al. The physical activity scale for the elderly (PASE): development and evaluation. J Clin Epidemiol 1993; 46: 163–72CrossRef
86.
Zurück zum Zitat Basset DR, Ainsworth BE, Leggett SR, et al. Accuracy of five electronic pedometers for measuring distance walked. Med Sci Sports Exerc 1996; 28: 1071–7CrossRef Basset DR, Ainsworth BE, Leggett SR, et al. Accuracy of five electronic pedometers for measuring distance walked. Med Sci Sports Exerc 1996; 28: 1071–7CrossRef
87.
Zurück zum Zitat Bouten CV, Westerterp KR, Verduin M, et al. Assessment of energy expenditure for physical activity using a triaxial accelerometer. Med Sci Sports Exerc 1994; 26: 1516–23PubMed Bouten CV, Westerterp KR, Verduin M, et al. Assessment of energy expenditure for physical activity using a triaxial accelerometer. Med Sci Sports Exerc 1994; 26: 1516–23PubMed
88.
Zurück zum Zitat Rennie K, Rowsell T, Jebb SA, et al. A combined heart rate and movement sensor: proof of concept and preliminary testing study. Eur J Clin Nutr 2000; 54: 409–14PubMedCrossRef Rennie K, Rowsell T, Jebb SA, et al. A combined heart rate and movement sensor: proof of concept and preliminary testing study. Eur J Clin Nutr 2000; 54: 409–14PubMedCrossRef
89.
Zurück zum Zitat Sallis JF, Buono MJ, Roby JJ, et al. The Caltrac accelerometer as a physical activity monitor for school age children. Med Sci Sports Exerc 1990; 22: 698–703PubMedCrossRef Sallis JF, Buono MJ, Roby JJ, et al. The Caltrac accelerometer as a physical activity monitor for school age children. Med Sci Sports Exerc 1990; 22: 698–703PubMedCrossRef
90.
Zurück zum Zitat Maliszewski AF, Freedson PS, Ebbeling CJ, et al. Validity of the Caltrac accelerometer in estimating energy expenditure and activity in children and adults. Pediatr Exerc Sci 1991; 3: 141–51 Maliszewski AF, Freedson PS, Ebbeling CJ, et al. Validity of the Caltrac accelerometer in estimating energy expenditure and activity in children and adults. Pediatr Exerc Sci 1991; 3: 141–51
91.
Zurück zum Zitat Eston RE, Rowlands AV, Ingledew DK. Validity of heart rate, pedometry, and accelerometry for predicting energy cost of children’s activities. J Appl Physiol 1998; 84: 362–71PubMed Eston RE, Rowlands AV, Ingledew DK. Validity of heart rate, pedometry, and accelerometry for predicting energy cost of children’s activities. J Appl Physiol 1998; 84: 362–71PubMed
92.
Zurück zum Zitat Trost G, Ward DS, Moorehead SM, et al. Validity of the Computer Science and Applications (CSA) monitor in children. Med Sci Sports Exerc 1998; 30: 629–33PubMedCrossRef Trost G, Ward DS, Moorehead SM, et al. Validity of the Computer Science and Applications (CSA) monitor in children. Med Sci Sports Exerc 1998; 30: 629–33PubMedCrossRef
93.
Zurück zum Zitat Hendelman D, Miller KM, Baggett C, et al. Validity of accelerometry in assessing moderate intensity physical activity. Med Sci Sports Exerc 2000; 32: S442–9PubMedCrossRef Hendelman D, Miller KM, Baggett C, et al. Validity of accelerometry in assessing moderate intensity physical activity. Med Sci Sports Exerc 2000; 32: S442–9PubMedCrossRef
94.
Zurück zum Zitat Fogelholm M, Hiilloskorpi H, Laukkanen R, et al. Assessment of energy expenditure in overweight women. Med Sci Sports Exerc 1998; 30: 1191–7PubMedCrossRef Fogelholm M, Hiilloskorpi H, Laukkanen R, et al. Assessment of energy expenditure in overweight women. Med Sci Sports Exerc 1998; 30: 1191–7PubMedCrossRef
95.
Zurück zum Zitat Ekelund U, Sjostrom M, Yngve A, et al. Physical activity assessed by activity monitor and doubly labeled water in children. Med Sci Sports Exerc 2001; 33: 275–81PubMed Ekelund U, Sjostrom M, Yngve A, et al. Physical activity assessed by activity monitor and doubly labeled water in children. Med Sci Sports Exerc 2001; 33: 275–81PubMed
96.
Zurück zum Zitat Swan PD, Byrnes WC, Haymes EM. Energy expenditure estimates for the Caltrac accelerometer for running, race walking, and stepping. Br J Sports Med 1997; 31: 235–9PubMedCrossRef Swan PD, Byrnes WC, Haymes EM. Energy expenditure estimates for the Caltrac accelerometer for running, race walking, and stepping. Br J Sports Med 1997; 31: 235–9PubMedCrossRef
97.
Zurück zum Zitat Westerterp KR, Bouten CV. Physical activity assessment: comparison between movement registration and doubly labeled water method. Z Ernahrungswiss 1997; 36: 263–7PubMedCrossRef Westerterp KR, Bouten CV. Physical activity assessment: comparison between movement registration and doubly labeled water method. Z Ernahrungswiss 1997; 36: 263–7PubMedCrossRef
98.
Zurück zum Zitat Terrier P, Aminian K, Schutz Y. Can accelerometry accurately predict the energy cost of uphill/downhill walking? Ergonomics 2001; 44: 48–62PubMed Terrier P, Aminian K, Schutz Y. Can accelerometry accurately predict the energy cost of uphill/downhill walking? Ergonomics 2001; 44: 48–62PubMed
99.
Zurück zum Zitat Meijer GA, Westerterp KR, Verhoeven MH, et al. Methods to assess physical activity with special reference to motion sensors and accelerometers. IEEE Trans Biomed Eng 1991; 38: 221–8PubMedCrossRef Meijer GA, Westerterp KR, Verhoeven MH, et al. Methods to assess physical activity with special reference to motion sensors and accelerometers. IEEE Trans Biomed Eng 1991; 38: 221–8PubMedCrossRef
100.
Zurück zum Zitat Chen KY, Sun M. Improving energy expenditure estimation by using triaxial accelerometer. J Appl Physiol 1997; 83: 2112–22PubMed Chen KY, Sun M. Improving energy expenditure estimation by using triaxial accelerometer. J Appl Physiol 1997; 83: 2112–22PubMed
101.
Zurück zum Zitat Jakicic JM, Winters C, Lagally K, et al. The accuracy of the TriTrac-R3D accelerometer to estimate energy expenditure. Med Sci Sports Exerc 1999; 31: 747–54PubMedCrossRef Jakicic JM, Winters C, Lagally K, et al. The accuracy of the TriTrac-R3D accelerometer to estimate energy expenditure. Med Sci Sports Exerc 1999; 31: 747–54PubMedCrossRef
102.
Zurück zum Zitat Nichols JF, Morgan CG, Sarkin JA, et al. Validity, reliability, and calibration of the Tritrac accelerometer as a measure of physical activity. Med Sci Sports Exerc 1999; 31: 908–12PubMedCrossRef Nichols JF, Morgan CG, Sarkin JA, et al. Validity, reliability, and calibration of the Tritrac accelerometer as a measure of physical activity. Med Sci Sports Exerc 1999; 31: 908–12PubMedCrossRef
103.
Zurück zum Zitat Sherman WM, Morris DM, Kirby TE, et al. Evaluation of the commercial accelerometer (Tritrac-R3D) to measure energy expenditure during ambulation. Int J Sports Med 1998; 19: 43–7PubMedCrossRef Sherman WM, Morris DM, Kirby TE, et al. Evaluation of the commercial accelerometer (Tritrac-R3D) to measure energy expenditure during ambulation. Int J Sports Med 1998; 19: 43–7PubMedCrossRef
104.
Zurück zum Zitat Welk GJ, Corbin CB. The validity of the Tritrac-R3D activity monitor for the assessment of physical activity in children. Res Q Exerc Sport 1995; 66: 202–9PubMed Welk GJ, Corbin CB. The validity of the Tritrac-R3D activity monitor for the assessment of physical activity in children. Res Q Exerc Sport 1995; 66: 202–9PubMed
105.
Zurück zum Zitat Aminian K, Robert P, Jequier E, et al. Estimation of speed and incline of walking speed using Neural Network. IEEE Trans Instr Meas 1995; 44: 743–6CrossRef Aminian K, Robert P, Jequier E, et al. Estimation of speed and incline of walking speed using Neural Network. IEEE Trans Instr Meas 1995; 44: 743–6CrossRef
106.
Zurück zum Zitat Herren R, Sparti A, Aminian K, et al. The prediction of speed and incline in outdoor running in humans using accelerometry. Med Sci Sports Exerc 1999; 25: 1365–9 Herren R, Sparti A, Aminian K, et al. The prediction of speed and incline in outdoor running in humans using accelerometry. Med Sci Sports Exerc 1999; 25: 1365–9
107.
Zurück zum Zitat Terrier P, Ladetto Q, Merminod B, et al. Measurement of the mechanical power of walking by satellite positioning system (GPS). Med Sci Sports Exerc 2001; 33: 1912–8PubMedCrossRef Terrier P, Ladetto Q, Merminod B, et al. Measurement of the mechanical power of walking by satellite positioning system (GPS). Med Sci Sports Exerc 2001; 33: 1912–8PubMedCrossRef
108.
Zurück zum Zitat Perrin O, Terrier P, Ladetto Q, et al. Improvement of walking speed prediction by accelerometry and altimetry, validated by DGPS. Med Biol Eng Comput 2000; 38: 164–8PubMedCrossRef Perrin O, Terrier P, Ladetto Q, et al. Improvement of walking speed prediction by accelerometry and altimetry, validated by DGPS. Med Biol Eng Comput 2000; 38: 164–8PubMedCrossRef
109.
Zurück zum Zitat Meijer G, Westerterp K, Koper H, et al. Assessment of energy expenditure by recording heart rate and body acceleration. Med Sci Sports Exerc 1989; 21: 343–7PubMed Meijer G, Westerterp K, Koper H, et al. Assessment of energy expenditure by recording heart rate and body acceleration. Med Sci Sports Exerc 1989; 21: 343–7PubMed
110.
Zurück zum Zitat Haskell WL, Yee MC, Evans A, et al. Simultaneous measurements of heart rate and body motion to quantify physical activity. Med Sci Sports Exerc 1993; 25: 109–15PubMedCrossRef Haskell WL, Yee MC, Evans A, et al. Simultaneous measurements of heart rate and body motion to quantify physical activity. Med Sci Sports Exerc 1993; 25: 109–15PubMedCrossRef
111.
Zurück zum Zitat Moon JK, Butte NF. Combined heart rate and activity improve estimates of oxygen consumption and carbon dioxide production rates. J Appl Physiol 1996; 81: 1754–61PubMed Moon JK, Butte NF. Combined heart rate and activity improve estimates of oxygen consumption and carbon dioxide production rates. J Appl Physiol 1996; 81: 1754–61PubMed
112.
Zurück zum Zitat Strath SJ, Bassett DR, Thompson DL, et al. Validity of the simultaneous heart rate-motion sensor technique for measuring energy expenditure. Med Sci Sports Exerc 2002; 34: 888–94PubMedCrossRef Strath SJ, Bassett DR, Thompson DL, et al. Validity of the simultaneous heart rate-motion sensor technique for measuring energy expenditure. Med Sci Sports Exerc 2002; 34: 888–94PubMedCrossRef
Metadaten
Titel
Estimating Human Energy Expenditure
A Review of Techniques with Particular Reference to Doubly Labelled Water
verfasst von
Philip N. Ainslie
Thomas Reilly
Klass R. Westerterp
Publikationsdatum
01.08.2003
Verlag
Springer International Publishing
Erschienen in
Sports Medicine / Ausgabe 9/2003
Print ISSN: 0112-1642
Elektronische ISSN: 1179-2035
DOI
https://doi.org/10.2165/00007256-200333090-00004

Weitere Artikel der Ausgabe 9/2003

Sports Medicine 9/2003 Zur Ausgabe

Arthropedia

Grundlagenwissen der Arthroskopie und Gelenkchirurgie. Erweitert durch Fallbeispiele, Videos und Abbildungen. 
» Jetzt entdecken

Update Orthopädie und Unfallchirurgie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.