Quantifying the physical activity energy expenditure of commuters using a combination of global positioning system and combined heart rate and movement sensors

Preventive Medicine

Volumn 81, Issue , 2015, Pages 339-344

  Costa, Silvia ^a   Ogilvie, David ^a   Dalton, Alice ^b   Westgate, Kate ^a   Brage, Søren ^a   Panter, Jenna ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b UNIVERSITY OF EAST ANGLIA   (United Kingdom)

Author keywords

Active commuting; Cycling; Exercise; Geographical Information Systems; GPS; Transportation; Walking

Indexed keywords

ADULT; ARTICLE; CARDIOVASCULAR MONITORING DEVICE; CONTROLLED STUDY; CYCLING; ENERGY EXPENDITURE; EXERCISE INTENSITY; FEMALE; GLOBAL POSITIONING SYSTEM; HUMAN; HUMAN EXPERIMENT; MALE; METABOLIC EQUIVALENT; PHYSICAL ACTIVITY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; TRAFFIC AND TRANSPORT; UNITED KINGDOM; WALKING; ACCELEROMETRY; DEVICES; ENERGY METABOLISM; EXERCISE; GEOGRAPHIC INFORMATION SYSTEM; HEART RATE; PHYSIOLOGY; PROCEDURES; QUESTIONNAIRE; SELF REPORT; WORKPLACE;

ACCELEROMETRY; ADULT; ENERGY METABOLISM; EXERCISE; FEMALE; GEOGRAPHIC INFORMATION SYSTEMS; HEART RATE; HUMANS; MALE; SELF REPORT; SURVEYS AND QUESTIONNAIRES; TRANSPORTATION; WORKPLACE;

EID: 84945186342     PISSN: 00917435     EISSN: 10960260     Source Type: Journal    
DOI: 10.1016/j.ypmed.2015.09.022     Document Type: Article

References (36)

1. Ainsworth B.E., Haskell W.L., Whitt M.C., Irwin M.L., Swartz A.M., Strath S.J., et al. Compendium of physical activities: an update of activity codes and MET intensities. Med. Sci. Sports Exerc. 2000, 32(9 Suppl.):S498-S504. (Epub 2000/09/19. PubMed PMID: 10993420).
2. Ainsworth B.E., Haskell W.L., Herrmann S.D., Meckes N., Bassett D.R., Tudor-Locke C., et al. Compendium of physical activities: a second update of codes and MET values. Med. Sci. Sports Exerc. 2011, 43(8):1575-1581. Epub 2011/06/18, (PubMed PMID: 21681120). 10.1249/MSS.0b013e31821ece12.
3. Bandyopadhyay B., Chattopadhyay H. Energy metabolism in male college students. Indian J. Med. Res. 1980, 71:961-969.
4. Bibby P., Shepherd J. Developing A New Classification Of Urban And Rural Areas For Policy Purposes - The Methodology 2004, Office for National Statistics, London.
5. Brage S., Brage N., Franks P.W., Ekelund U., Wong M.-Y., Andersen L.B., et al. Branched equation modeling of simultaneous accelerometry and heart rate monitoring improves estimate of directly measured physical activity energy expenditure. J. Appl. Physiol. 2004, 96(1):343-351. 10.1152/japplphysiol.00703.2003.
6. Brage S., Brage N., Franks S., Ekelund U., Wareham N. Reliability and validity of the combined heart rate and movement sensor Actiheart. Eur. J. Clin. Nutr. 2005, 59:561-570. (PubMed PMID). 10.1038/sj.ejcn.1602118.
7. Brage S., Ekelund E., Brage N., Hennings M., Froberg K., Franks P., et al. Hierarchy of individual calibration levels for heart rate and accelerometry to measure physical activity. J. Appl. Physiol. 2007, 103:682-692. (PubMed PMID). 10.1152/japplphysiol.00092.2006.
8. Carlson J., Jankowska M.M., Meseck K., Godbole S., Natarajan L., Raab F., et al. Validity of PALMS GPS scoring of active and passive travel compared with SenseCam. Med. Sci. Sports Exerc. 2015, 47(3):662-667.
9. de Geus B., De Smet S., Nijs J., Meeusen R. Determining the intensity and energy expenditure during commuter cycling. Brit. J. Sport Med. 2007, 41(1):8-12. 10.1136/bjsm.2006.027615.
10. Department of Health Start Active, Stay Active: A Report On Physical Activity For Health From The Four Home Countries' Chief Medical Officers 2011, 62. Department of Health, London.
11. Ellis K., Godbole S., Marshall S., Lanckriet G., Staudenmayer J., Kerr J. Identifying active travel behaviors in challenging environments using GPS, accelerometers, and machine learning algorithms. Front Public Health 2014, 2:36.
12. Hamer M., Chida Y. Active commuting and cardiovascular risk: a meta-analytic review. Prev. Med. 2008, 46(1):9-13. Epub 2007/05/04, (PubMed PMID: 17475317). 10.1016/j.ypmed.2007.03.006.
13. Hendriksen I.J., Zuiderveld B., Kemper H.C., Bezemer P.D. Effect of commuter cycling on physical performance of male and female employees. Med. Sci. Sports Exerc. 2000, 32(2):504-510. (Epub 2000/02/29. PubMed PMID: 10694139).
14. Hill J.O., Wyatt H.R., Reed G.W., Peters J.C. Obesity and the environment: where do we go from here?. Science 2003, 299(5608):853-855. 10.1126/science.1079857.
15. Kelly P., Krenn P., Titze S., Stopher P., Foster C. Quantifying the difference between self-reported and global positioning systems-measured journey durations: a systematic review. Transp. Rev. 2013, 33(4):443-459.
16. Krenn P.J., Titze S., Oja P., Jones A., Ogilvie D. Use of global positioning systems to study physical activity and the environment: a systematic review. Am. J. Prev. Med. 2011, 41(5):508-515. 10.1016/j.amepre.2011.06.046.
17. Newson R. Confidence intervals for rank statistics: Somers' D and extensions. Stata J. 2006, 6:309-334.
18. Office for National Statistics, 2011 Census: Aggregate data (England and Wales). UK Data Service Census Support. Downloaded from: . http://infuse.mimas.ac.uk.
19. Ogilvie D., Griffin S., Jones A., Mackett R., Guell C., Panter J., et al. Commuting and health in Cambridge: a study of a 'natural experiment' in the provision of new transport infrastructure. BMC Public Health 2010, 10(1):703. (PubMed PMID). 10.1186/1471-2458-10-703.
20. Oja P., Mänttäri A., Heinonen A., Kukkonen-Harjula K., Laukkanen R., Pasanen M., et al. Physiological effects of walking and cycling to work. Scand. J. Med. Sci. Sports 1991, 1(3):151-157.
21. Panter J., Desousa C., Ogilvie D. Incorporating walking or cycling into car journeys to and from work: the role of individual, workplace and environmental characteristics. Prev. Med. 2013, 56(3-4):211-217. (Epub 2013/02/05).
22. Panter J., Costa S., Dalton A., Jones A., Ogilvie D. Development of methods to objectively identify time spent using active and motorised modes of travel to work: how do self-reported measures compare?. Int. J. Behav. Nutr. Phys. Act. 2014, 11:116.
23. Rabl A., de Nazelle A. Benefits of shift from car to active transport. Transp. Policy 2012, 19(1):121-131. 10.1016/j.tranpol.2011.09.008.
24. Ryschon T., Stray-Gundersen J. The effect of body position on the energy cost of cycling. Med. Sci. Sports Exerc. 1991, 23(8):949-953.
25. Sahlqvist S., Goodman A., Cooper A., Ogilvie D. Change in active travel and changes in recreational and total physical activity in adults: longitudinal findings from the iConnect study. Int. J. Behav. Nutr. Phys. Act. 2013, 10(1):28. (PubMed PMID). 10.1186/1479-5868-10-28.
26. Shephard R. Physiology And Biochemistry Of Exercise 1982, Praeger Publications, New York, (672pp.).
27. Shephard R.J. Limits to the measurement of habitual physical activity by questionnaires. Brit. J. Sport Med. 2003, 37(3):197-206. 10.1136/bjsm.37.3.197.
28. Shephard R.J. Is active commuting the answer to population health?. Sports Med. 2008, 38(9):751-758.
29. Stegle O., Fallert S.V., MacKay D.J., Brage S. Gaussian process robust regression for noisy heart rate data. IEEE Trans. Biomed. Eng. 2008, 55(9):2143-2151. Epub 2008/08/21, (PubMed PMID: 18713683). 10.1109/tbme.2008.923118.
30. Stratford N., Simmonds N., Nicolaas G., Costigan P. National Travel Survey London: Department for Transport 2003.
31. Taylor H.L., Jacobs D.R., Schucker B., Knudsen J., Leon A.S., Debacker G. A questionnaire for the assessment of leisure time physical activities. J. Chronic Dis. 1978, 31(12):741-755. (PubMed PMID: 748370, Epub 1978/01/01).
32. United Nations Prevention and control of non-communicable disease, New York. United Nations. Prevention and control of non-comm 2011, 10/10/2014.
33. Woodcock J., Edwards P., Tonne C., Armstrong B.G., Ashiru O., Banister D., et al. Public health benefits of strategies to reduce greenhouse-gas emissions: urban land transport. Lancet 2009, 374(9705):1930-1943.
34. Woodcock J., Givoni M., Morgan A.S. Health impact modelling of active travel visions for England and Wales using an integrated transport and health impact modelling tool (ITHIM). PLoS One 2013, 8(1). 10.1371/journal.pone.0051462.
35. World Health Organisation Obesity: preventing and managing the global epidemic. Report of A WHO Consultation 2000, World Health Organisation, Geneva.
36. Yang L., Griffin S., Chapman C., Ogilvie D. The feasibility of rapid baseline objective physical activity measurement in a natural experimental study of a commuting population. BMC Public Health 2012, 12(1):841. (PubMed PMID). 10.1186/1471-2458-12-841.