Predicting adult pulmonary ventilation volume and wearing complianceby on-board accelerometry during personal level exposure assessments

Atmospheric Environment

Volumn 57, Issue , 2012, Pages 126-137

  Rodes, C E ^a   Chillrud, S N ^b   Haskell, W L ^c   Intille, S S ^d   Albinali, F ^e   Rosenberger, M E ^c  

^a RTI INTERNATIONAL   (United States)

^b Department of Earth and Environmental Sciences   (United States)

^c STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

^d Northeastern University   (United States)

^e EveryFit Inc   (United States)

Author keywords

Adults; Personal exposure; Potential dose; Triaxial accelerometry; Ventilation volume; Wearing compliance

Indexed keywords

ACCELEROMETRY; ADULTS; PERSONAL EXPOSURES; POTENTIAL DOSE; WEARING COMPLIANCE;

FORECASTING; LINEAR REGRESSION; SENSORS; VENTILATION;

ACCELEROMETERS;

BLACK CARBON;

ACCELEROMETER; ADULT; HEALTH RISK; HUMAN ACTIVITY; INDOOR AIR; METABOLISM; POLLUTION EXPOSURE; POLLUTION MONITORING; REAL TIME; RESPIRATORY DISEASE; RISK ASSESSMENT; SENSOR; VENTILATION;

ACCELEROMETER; ACCELEROMETRY; ACTIMETRY; ADULT; AGED; ARTICLE; BREATHING PATTERN; COHORT ANALYSIS; DATA ANALYSIS; DEVICES; ENERGY EXPENDITURE; ENVIRONMENTAL EXPOSURE; EQUIPMENT; FACE MASK; FEMALE; HUMAN; LINEAR REGRESSION ANALYSIS; LUNG VENTILATION; LUNG VOLUME; MALE; MICROELECTROMECHANICAL SYSTEM; MOBILE PHONE; MONITOR; NORMAL HUMAN; PATIENT COMPLIANCE; PERSONAL EXPOSURE; PHYSICAL ACTIVITY; PILOT STUDY; PREDICTION; PRIORITY JOURNAL; SEMICONDUCTOR; SENSOR;

COLUMBIA [MISSOURI]; MISSOURI; UNITED STATES;

EID: 84861586081     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2012.03.057     Document Type: Article

References (35)

1. Ainsworth B.E., Haskell W.L., Herrmann S.D., Meckes N., Bassett D.R., Tudor-Locke C., Greer J.L., Vezina J., Whitt-Glover M.C., Leon A.S. Compendium of physical activities: a second update of codes and MET values. Med. Sci. Sports Exerc. 2011, 43(8):1575-1581.
2. Albinali F., Intille S., Haskell W., Rosenberger M. Using wearable activity type detection to improve physical activity energy expenditure estimation. Proceedings of the 12th International Conference on Ubiquitous Computing 2010, ACM Press, New York.
3. 2.5 concentrations as proxies for personal exposures: a meta-analysis. EHP 2010, 118(5):673-678.
4. Bates A., Ling M., Mann J., Arvina D. Respiratory rate and flow waveform estimation from tri-axial accelerometer data. Proceedings 2010 International Conference on Body Sensor Networks, Singapore 2010, 144-150.
5. Beals J., Funk L., Fountain R., Sedman R. Quantifying the distribution of inhalation exposure in human populations: distribution of minute volumes in adults and children. EHP 1996, 104(9):104-109.
6. Bennett W., Zeman K. Effect of body size on breathing pattern and fine-particle deposition in children. J. Appl. Physiol. 2004, 97:821-826.
7. Bouchard C., Blair S., Haskell W. Physical Activity and Health 2007, Human Kinetics, Champaign, IL 61825.
8. Bouten C., Koekkoek K., Verduin M., Kodde R., Janssen J. A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity. IEEE Trans. Biomed. Eng. 1997, 44(3):136-147.
9. Brook R., Bard R., Burnett R., Shin H., Vette A., Croghan C., Phillips M., Rodes C., Thornburg J., Williams R. Differences in blood pressure and vascular responses associated with ambient fine particulate matter exposures measured at the personal versus community level. Occ. Env. Med. 2010, 68:224-230.
10. Carter J., Jeukendrup A. Validity and reliability of three commercially available breath-by-breath respiratory systems. Eur. J. Appl. Physiol. 2002, 86(5):435-441.
11. Dong L., Block G., Mandel S. Activities contributing to total energy expenditure in the United States: results from the NHAPS study. Int. J. Behav. Nutr. Phys. Act. 2004, 1(4):1-11.
12. Dons E., Panis L., Poppel M., Theunis J., Willems H., Torfs R., Wets G. Impact of time-activity patterns on personal exposure to black carbon. Atmos. Env. 2011, 45:3594-3602.
13. Fajardo O., Rojas N. Particulate matter exposures of bicycle path users in a high-altitude city. Atmos. Env. 2012, 46:675-679.
14. Freedson P. Objective Measurement of Physical Activity (Presentation) 2009, NIH Conference: Best Practices and Future Directions: Bethesda, MD, July 20-21, 2009.
15. Kleinbaum D., Kupper L., Muller K. Applied Regression Analysis and Other Multivariable Methods 1988, PWS-Kent Publishing, Boston, MA.
16. Kozey-Keadle S., Libertine A., Lyden K., Staudenmayer J., Freedson P. Validation of wearable monitors for assessing sedentary behavior. Med. Sci. Sports Exerc. January 12, 2011, (ahead of print).
17. Liu S., Gao R., He Q., Staudenmayer J., Freedson P. Development of Statistical Regression Models for Ventilation Estimation 2009, Proceedings, 31st Annual Int. Conf of the IEEE EMBS, Minneapolis, MN.
18. Liu S., Gao R., Freedson P. Design of a Wearable Multi-Sensor System for Physical Activity Assessment 2010, Proceedings, IEEE/ASME Int. Conf. on Advanced Intelligent Mecatronics, Montreal, Quebec.
19. Lyden K., Kozey S., Staudenmeyer J., Freedson P. A comprehensive evaluation of commonly used accelerometer energy expenditure and MET predicton equations. Eur. J. Appl. Physiol. 2011, 111(2):187-201.
20. Mathie M., Lovell N., Coster A., Celler B. Determining Activity Using a Triaxial Accelerometer 2002, Proceedings, Second Joint EMBS/BMES Conference, October 23, Houston, TX.
21. McCreanor J., Cullinan P., Nieuwenhuijsen M., Steward-Evans J., Malliarou E., Jarup L., Harrington R., Svartengren M., Han I., Ohman-Strickland P., Chung K., Zhang J. Respiratory effects of exposure to diesel traffic in persons with asthma. New Engl. J. Med. 2007, 357:2348-2358.
22. National Research Council (NRC) Research topic 1: outdoor measures versus actual human exposures. Research Priorities for Airborne Particulate Matter 2004, National Academies Press, Washington, D. C.
23. Panis L., Geus B., Vandenbulcke G., Willems H., Degraeuwe B., Bleux N., Mishra V., Thomas I., Meeusen R. Exposure to particulate matter in traffic: a comparison of cyclists and car passengers. Atmos. Env. 2010, 44:2263-2270.
24. Pober D., Staudenmayer J., Raphael C., Freedson P. Development of novel techniques to classify physical activity model using accelerometers. Med. Sci. Sports Exerc. 2006, 38(9):1626-1634.
25. Puyau M., Adolph A., Vohra F., Butte N. Validation and calibration of physical activity monitors in children. Obes. Res. 2002, 10(3):150-157.
26. Rabinovitch N., Liu A., Zhang L., Rodes C., Foarde K., Dutton S., Murphy J., Gelfand E. Importance of the personal endotoxin cloud in school-age children with asthma. ", J. Allergy Clin. Immunol. 2005, 116:1053-1057.
27. Rodes C., Thornburg J. Breathing zone exposure assessment. Aerosols Handbook: Measurement, Dosimetry, and Health Effects 2005, (chapter 5), CRC Press, New York, NY. L. Ruzer, N. Harley (Eds.).
28. Rodes C., Lawless P.A., Thornburg J.W., Williams R.W., Croghan C. DEARS particulate matter relationships for personal, indoor, outdoor, and central site settings for a general population. Atmos. Env. 2010, 44(11):1386-1399.
29. Rosati J., Thornburg J., Rodes C. Resuspension of particulate matter from carpeting due to human activities. Aerosol Sci. Tech. 2008, 42:472-482.
30. Sasaki J., John D., Freedson P. Validation and comparison of ActiGraph activity monitors. J. Sci. Med. Sport May 24, 2011, (ahead of print).
31. Taylor-Piliae R., Norton L., Haskell W., Mahbouda M., Fair J., Iribarren C., Hlatky M., Go A., Fortmann S. Validation of a new brief physical activity survey among men and women, aged 60-69 years. Am. J. Epidemiol. 2006, 164(6):598-606.
32. Trost S. Objective measurement of physical activity in youth: current issues, future directions. Exerc. Sport Sci. Rev. 2001, 29(1):32-36.
33. Vries S., Bakker I., Hopman-Rock M., Hirasing R., Mechelen W. Clinimetric review of motion sensor in children and adolescents. J. Clin. Epi. 2006, 59:670-680.
34. Weis B., Balshaw D., Barr J., Brown D., Ellisman M., Lioy P., Omenn G., Potter J., Smith M., Sohn L., Suk W., Sumner S., Swenberg J., Walt D., Watkins S., Thompson C., Wilson S. Personalized exposure assessment: promising approaches for human environmental health research. EHP 2005, 113(7):840-848.
35. Welk G., Corbin C., Dale D. Measurement issues in the assessment of physical activity in children. Res. Quart. Exerc. Sports 2006, 71(2):59-73.