The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Predicting metabolic cost of running with and without backpack loads
Abstract
In the past, a mathematical equation to predict the metabolic cost of standing or walking (Mw) was developed. However, this equation was limited to speeds less than 2.2 m.s-1 and overestimated the metabolic cost of walking or running at higher speeds. The purpose of this study was, therefore, to develop a mathematical model for the metabolic cost of running (Mr), in order to be able to predict the metabolic cost under a wide range of speeds, external loads and grades. Twelve male subjects were tested on a level treadmill under different combinations of speed and external load. Speed varied between 2.2 to 3.2 m.s-1 using 0.2 m.s-1 intervals and external loads between 0-30 kg with 10 kg intervals. Four of the subjects were also tested at 2 and 4% incline while speed and load remained constant (2.4 m.s-1, 20 kg). The model developed is based on Mw and is proportionately linear with external load (L) carried as follows: Mr = Mw-0.5 (1-0.01L)(Mw -15L-850), (watt) The correlation coefficient between predicted and observed values was 0.99 (P less than 0.01) with SER of 7.7%. The accuracy of the model was validated by its ability to predict the metabolic cost of running under different conditions extracted from the literature. A highly significant correlation (r = 0.95, P less than 0.02, SER = 6.5%) was found between our predicted and the reported values. In conclusion, the new equation permits accurate calculation of energy cost of running under a large range of speeds, external loa…
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Forecasts of the energy cost of Pandolf's formula were verified by test phases on individuals of different age and sex by varying speed and load carried.
“Forecasts of the energy cost of this formula were able to be verified by several test phases on individuals from different classes of age and sex (Epstein et al. 1987;Pandolf et al. 1976Pandolf et al. , 1977) ) by varying the speed and the load carried.”
From Mobility of paleolithic populations: biomechanical considerations and spatiotemporal modelling (2021) · cites this paper as Epstein et al. 1987
Citations
Cites
Predicting energy expenditure with loads while standing or walking very slowly
Pandolf, K. B., Givoni, B., & Goldman, R. F. (1977) · Journal of Applied Physiology · doi:10.1152/jappl.1977.43.4.577 · Cited by 474
Self-citationPredicting metabolic energy cost
Givoni, B., & Goldman, R. F. (1971) · Journal of Applied Physiology · doi:10.1152/jappl.1971.30.3.429 · Cited by 269
Flagged first, then by citations
Research works printed but not linked: 23
- Consolazio CF, Johnson RE, Pecora LJ (1963) Physiological measurements of metabolic functions in man. McGraw-Hill Book Company, New York, pp 432?452
- Diamant B, Karlsson J, Saltin B (1968) Muscle tissue lactate after maximal exercise in man. Acta Physiol Scand 72:383?384
- Falls HB, Humphrey LD (1976) Energy cost of running and walking in young women. Med Sci Sports 8:9?13
- Francis K, Hoobler T (1986) Changes in oxygen consumption associated with treadmill walking and running with light hand-carried weights. Ergonomics 29:999?1004 · DOI
- Givoni B, Goldman RF (1972) Predicting rectal temperature response to work, environment and clothing. J Appl Physiol 32:812?822 · DOI
- Givoni B, Goldman RF (1973) Predicting heart rate response to work, environment and clothing. J Appl Physiol 34:201?204 · DOI
- Goldman RF, Buskirk ER (1961) Body volume measurement by underwater weighing: description of a method. In: Brozek J, Henschel A (eds) Techniques for measuring body composition. Nat Res Coun, Natl Acad Sci (USA) pp 78?89
- Jones BH, Toner MM, Daniels WL, Knapik JJ (1984) The energy cost and heart rate response of trained and untrained subjects walking and running in shoes and boots. Ergonomics 27:895?902 · DOI
- Jones BH, Knapik JJ, Daniels WL, Toner MM (1986) The energy cost of women walking and running in shoes and boots. Ergonomics 29:439?443 · DOI
- Kamon E, Belding H (1971) The physiological cost of carrying loads in temperate and hot environments. Human Fact 13:153?161 · DOI
- Keren G, Epstein Y, Magazanik A, Sohar E (1981) The energy cost of walking and running with and without a backpack load. Eur J Appl Physiol 46:317?324 · DOI
- Legg SJ, Mahanty A (1985) Comparison of five modes of carrying a load close to the trunk. Ergonomics 28:1653?1660 · DOI
- Legg SJ, Mahanty A (1986) Energy cost of backpacking in heavy boots. Ergonomics 29:433?438 · DOI
- Margaria R, Cerretelli P, Aghemo P, Sassi G (1963) Energy cost of running. J Appl Physiol 18:367?370 · DOI · Paper page
- Ogasawara M (1934) Energy expenditure in walking and running. J Physiol 81:255?264 · DOI
- Pandolf KB, Stroschein LA, Drolet LL, Gonzalez RR, Sawka MN (1986) Prediction modeling of physiological responses and human performance in the heat. Comput Biol Med 16:319?329 · DOI
- Pugh LGCE (1970) Oxygen intake in track and treadmill running with observations on the effects of air resistance. J Physiol 207:823?835 · DOI
- Robertson R (1982) Differentiated perceptions of exertion and energy cost of young women while carrying loads. Eur J Appl Physiol 49:69?78 · DOI
- Shapiro Y, Pandolf KB, Goldman RF (1982) Predicting sweat loss response to exercise, environment and clothing. Eur J Appl Physiol 48:83?96 · DOI
- Shephard RJ (1969) A nomogram to calculate the oxygen-cost of running at slow speeds. J Sports Med Phys Fitness 9:10?16
- Soule RG, Goldman RF (1969) Energy cost of loads carried on the head, hands or feet. J Appl Physiol 27:687?690 · DOI
- Taylor HS, Buskirk ER, Henschel A (1955) Maximal oxygen intake as an objective measure of cardiorespiratory performance. J Appl Physiol 8:73?80 · DOI
- Van der Walt WH, Wyndham CH (1973) An equation for prediction of energy expenditure of walking and running. J Appl Physiol 34:559?563 · DOI · Paper page
Cited by
Sorted by citations
Body mapping of sweating patterns in male athletes in mild exercise-induced hyperthermia
Smith, C. J., & Havenith, G. (2011) · European Journal of Applied Physiology · doi:10.1007/s00421-010-1744-8 · Cited by 375
Thermal Indices and Thermophysiological Modeling for Heat Stress
Havenith, G., & Fiala, D. (2015) · Comprehensive Physiology · doi:10.1002/cphy.c140051 · Cited by 262
Effects of independently altering body weight and body mass on the metabolic cost of running
Teunissen, L. P. J., Grabowski, A., & Kram, R. (2007) · Journal of Experimental Biology · doi:10.1242/jeb.004481 · Cited by 126
Marsh, R. L., Ellerby, D. J., Henry, H. T., & Rubenson, J. (2006) · Journal of Experimental Biology · doi:10.1242/jeb.02226 · Cited by 83
Mobility of paleolithic populations: biomechanical considerations and spatiotemporal modelling
Vaissié, E. (2021) · Paleoanthropology · doi:10.48738/2021.iss1.73 · Cited by 7
Cognitive and physiological performance of soldiers while carrying loads over various terrains
Crowell, H. P., Krausman, A. S., Harper, W. H., Faughn, J. A., Sharp, M. A., Mello, R. P., Smith, T., & Patton, J. F. (1999) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193129904302408 · Cited by 5
Metadata
- Authors
- Epstein, Y., Stroschein, L. A., & Pandolf, K. B.
- Venue
- European Journal of Applied Physiology and Occupational Physiology
- Published
- 1987
- Volume
- 56
- Issue
- 5
- Pages
- 495-500
- ISSN
- 0301-5548
- 1439-6327
- Cited by
- 57
- References
- 2
- Language
- en
- Licence
- www.springer.com/tdm (tdm)
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review