Study to Determine the Criterion Validity of the SenseWear Armband as a Measure of Physical Activity in People With Rheumatoid Arthritis
Abstract
Objective: Measuring physical activity in people with rheumatoid arthritis (RA) is of great importance in light of the increased mortality in this population due to cardiovascular disease. Validation of activity monitors in specific populations is recommended to ensure the accuracy of physical activity measurement. Thus, the purpose of this study was to determine the validity of the SenseWear Pro3 Armband (SWA) as a measure of physical activity during activities of daily living (ADL) in people with RA. Methods: Fourteen subjects (8 men and 6 women) with a diagnosis of RA were recruited from rheumatology clinics at the Mid‐Western Regional Hospitals, Limerick, Ireland. Participants undertook a series of ADL of varying intensities. The SWA was compared to the criterion measures of the Oxycon Mobile indirect calorimetry system (energy expenditure in kJ) and of manual video observation (step count). Bland and Altman, intraclass correlation coefficient (ICC), and correlation analyses were done using SPSS, version 19.0. Results: The SWA showed substantial agreement (ICC 0.717, P < 0.001) and a strong relationship (Pearson's correlation coefficient = 0.852) compared with the criterion measure when estimating energy expenditure during ADL. However, it was found that the SWA overestimated energy expenditure, particularly at higher intensity levels. The ability of the SWA to estimate step counts during ADL was poor (ICC 0.304, P = 0.038). Conclusion: The SWA can be considered a valid tool to estimate energy expenditure during ADL in the RA population; however, attention should be paid to its tendency to overestimate energy expenditure.
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SenseWear is a valid tool for estimating energy expenditure during daily activities in people with arthritis (intraclass correlation coefficient 0.72).
“Tierney et al [37] showed that SenseWear is a valid tool for estimating energy expenditure during daily activities in people with arthritis (intraclass correlation coefficient 0.72).”
From A Community-Based Physical Activity Counselling Program for People With Knee Osteoarthritis: Feasibility and Preliminary Efficacy of the Track-OA Study (2017) · cites this paper as [37]
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
The Measurement of Observer Agreement for Categorical Data
Landis, J. R., & Koch, G. G. (1977) · Biometrics · doi:10.2307/2529310 · Cited by 81,148 · see citing works
Arnett, F. C., Edworthy, S. M., Bloch, D. A., McShane, D. J., Fries, J. F., Cooper, N. S., Healey, L. A., Kaplan, S. R., Liang, M. H., Luthra, H. S., et al. (1988) · Arthritis & Rheumatism · doi:10.1002/art.1780310302 · Cited by 19,753 · see citing works
(1985) · Europe PMC (PubMed Central) · Cited by 9,143 · see citing works
Compendium of physical activities: an update of activity codes and MET intensities
AINSWORTH, B. E., HASKELL, W. L., WHITT, M. C., IRWIN, M. L., SWARTZ, A. M., STRATH, S. J., O???BRIEN, W. L., BASSETT, D. R., SCHMITZ, K. H., EMPLAINCOURT, P. O., et al. (2000) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200009001-00009 · Cited by 8,497 · see citing works
Revised Criteria for the Classification of Rheumatoid Arthritis
Arnett, F. C. (1990) · Orthopaedic Nursing · doi:10.1097/00006416-199003000-00011 · Cited by 7,742 · see citing works
Thompson, P. D., Buchner, D., Piña, I. L., Balady, G. J., Williams, M. A., Marcus, B. H., Berra, K., Blair, S. N., Costa, F., Franklin, B., et al. (2003) · Circulation · doi:10.1161/01.cir.0000075572.40158.77 · Cited by 2,132 · see citing works
Research Methods in Physical Activity
Thomas, J. R., & Nelson, J. K. (1990) · Cited by 1,562 · see citing works
Aviña-Zubieta, J. A., Choi, H. K., Sadatsafavi, M., Etminan, M., Esdaile, J. M., & Lacaille, D. V. (2008) · Arthritis Care & Research · doi:10.1002/art.24092 · Cited by 1,461 · see citing works
Research methods in physical activity
Maughan, R. (2016) · Journal of Sports Sciences · doi:10.1080/02640414.2016.1169035 · Cited by 1,256 · see citing works
Cardiovascular Morbidity and Mortality in Women Diagnosed With Rheumatoid Arthritis
Solomon, D. H., Karlson, E. W., Rimm, E. B., Cannuscio, C. C., Mandl, L. A., Manson, J. E., Stampfer, M. J., & Curhan, G. C. (2003) · Circulation · doi:10.1161/01.cir.0000054612.26458.b2 · Cited by 1,240 · see citing works
Pedometer Measures of Free-Living Physical Activity: Comparison of 13 Models
SCHNEIDER, P. L., Crouter, S. E., & Bassett, D. R. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000113486.60548.e9 · Cited by 752 · see citing works
Mechanisms and modifiers of reflex induced cutaneous vasodilation and vasoconstriction in humans
Charkoudian, N. (2010) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00298.2010 · Cited by 479 · see citing works
Accuracy of Armband Monitors for Measuring Daily Energy Expenditure in Healthy Adults
Johannsen, D. L., Calabro, M. A., Stewart, J. W., Franke, W. D., Rood, J. C., & Welk, G. J. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181e0b3ff · Cited by 424 · see citing works
Evaluation of a portable device to measure daily energy expenditure in free-living adults
St-Onge, M., Mignault, D., Allison, D. B., & RABASA-LHORET, R. P. R. (2007) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/85.3.742 · Cited by 395 · see citing works
Evaluation of the SenseWear Pro Armband™ to Assess Energy Expenditure during Exercise
Jakicic, J. M., Marcus, M. D., Gallagher, K. I., Randall, C. R., Thomas, E. L., Goss, F. L., & Robertson, R. J. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000126805.32659.43 · Cited by 362 · see citing works
Principles of Design and Analyses for the Calibration of Accelerometry-Based Activity Monitors
Welk, G. J. (2005) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000185660.38335.de · Cited by 340 · see citing works
Validity of a Multi-Sensor Armband in Estimating Rest and Exercise Energy Expenditure
FRUIN, M. L., & Rankin, J. W. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000128144.91337.38 · Cited by 336 · see citing works
Primer on the Autonomic Nervous System
(2012) · Elsevier eBooks · doi:10.1016/c2010-0-65186-8 · Cited by 304 · see citing works
Mast cells in the promotion and limitation of chronic inflammation
Metz, M., Grimbaldeston, M. A., Nakae, S., Piliponsky, A. M., Tsai, M. M., & Galli, S. J. (2007) · Immunological Reviews · doi:10.1111/j.1600-065x.2007.00520.x · Cited by 302 · see citing works
Cachexia in rheumatoid arthritis
Walsmith, J., & Roubenoff, R. (2002) · International Journal of Cardiology · doi:10.1016/s0167-5273(02)00237-1 · Cited by 286 · see citing works
Primer on the Autonomic Nervous System
(2023) · Elsevier eBooks · doi:10.1016/c2020-0-02157-2 · Cited by 274 · see citing works
Comparison of Activity Monitors to Estimate Energy Cost of Treadmill Exercise
King, G. A., Torres, N., Potter, C., Brooks, T., & Coleman, K. J. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000132379.09364.f8 · Cited by 238 · see citing works
Accuracy of the Actiheart for the assessment of energy expenditure in adults
Crouter, S. E., Churilla, J. R., & Bassett, D. R. (2008) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1602766 · Cited by 236 · see citing works
Validity of physical activity monitors in adults participating in free-living activities
Berntsen, S., Hageberg, R., Aandstad, A., Mowinckel, P., Anderssen, S. A., Carlsen, K. H., & Andersen, L. B. (2008) · British Journal of Sports Medicine · doi:10.1136/bjsm.2008.048868 · Cited by 191 · see citing works
Physical Activity in Rheumatoid Arthritis: A Systematic Review
Tierney, M., Fraser, A. D., & Kennedy, N. (2012) · Journal of Physical Activity and Health · doi:10.1123/jpah.9.7.1036 · Cited by 147 · see citing works
Self-citationMetsios, G. S., Stavropoulos‐Kalinoglou, A., Douglas, K., Koutedakis, Y., Nevill, A. M., Panoulas, V. F., Kita, M. D., & Kitas, G. D. (2007) · Lara D. Veeken · doi:10.1093/rheumatology/kem291 · Cited by 146 · see citing works
Effects of Systemic Inflammation on Endothelium-Dependent Vasodilation
Huang, A. L., & Vita, J. A. (2005) · Trends in Cardiovascular Medicine · doi:10.1016/j.tcm.2005.10.002 · Cited by 137 · see citing works
Measurement properties of the SenseWear armband in adults with chronic obstructive pulmonary disease
Hill, K., Dolmage, T. E., Woon, L., Goldstein, R., & Brooks, D. (2010) · Thorax · doi:10.1136/thx.2009.128702 · Cited by 135 · see citing works
Evaluation of a Multisensor Armband in Estimating Energy Expenditure in Obese Individuals
Papazoglou, D., Augello, G., Tagliaferri, M., Savia, G., Marzullo, P., Maltezos, E. S., & Liuzzi, A. (2006) · Obesity · doi:10.1038/oby.2006.260 · Cited by 123 · see citing works
Physical Activity Measured by the SenseWear Armband in Women With Rheumatoid Arthritis
Almeida, G. J., Wasko, M. C., Jeong, K., Moore, C. G., & Piva, S. R. (2011) · Physical Therapy · doi:10.2522/ptj.20100291 · Cited by 103 · see citing works
Evaluation of the SenseWear activity monitor during exercise in cystic fibrosis and in health
Dwyer, T., Alison, J. A., McKeough, Z. J., Elkins, M. R., & Bye, P. T. P. (2009) · Respiratory Medicine · doi:10.1016/j.rmed.2009.04.013 · Cited by 90 · see citing works
Physical Activity Measurement in Persons With Chronic and Disabling Conditions
Warms, C. A. (2006) · Family & Community Health · doi:10.1097/00003727-200601001-00012 · Cited by 89 · see citing works
Roubenoff, R., Walsmith, J., Lundgren, N., Snydman, L. K., Dolnikowski, G. J., & Roberts, S. B. (2002) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/76.4.774 · Cited by 83 · see citing works
Yosipovitch, G., Sackett-Lundeen, L. L., Goon, A., et al. (2004) · Journal of Investigative Dermatology · doi:10.1111/j.0022-202x.2004.22313.x · Cited by 81 · see citing works
Aadahl, M., Smith, L. V. H., Pisinger, C. H., Toft, U., Glümer, C., Borch‐Johnsen, K., & Jørgensen, T. (2009) · Preventive Medicine · doi:10.1016/j.ypmed.2009.01.015 · Cited by 76 · see citing works
Are Patients With Chronic Liver Disease Hypermetabolic?
Heymsfield, S. B., Waki, M., & Reinus, J. F. (1990) · Hepatology · doi:10.1002/hep.1840110324 · Cited by 71 · see citing works
Free-living energy expenditure in children using multi-sensor activity monitors
Arvidsson, D., Slinde, F., & Hulthén, L. (2009) · Clinical Nutrition · doi:10.1016/j.clnu.2009.03.006 · Cited by 69 · see citing works
Validity of a Multisensor Armband in Estimating 24-h Energy Expenditure in Children
Dorminy, C. A., Choi, L., Akohoue, S. A., Chen, K. Y., & Buchowski, M. S. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318161ea8f · Cited by 66 · see citing works
Nordenskiöld, U., Grimby, G., & Dahlin‐Ivanoff, S. (1998) · Clinical Rheumatology · doi:10.1007/bf01450952 · Cited by 59 · see citing works
Association of physical function and physical activity in women with rheumatoid arthritis
Piva, S. R., Almeida, G. J., & Wasko, M. C. (2010) · Arthritis Care & Research · doi:10.1002/acr.20177 · Cited by 57 · see citing works
New resting energy expenditure prediction equations for patients with rheumatoid arthritis
Metsios, G. S., Stavropoulos‐Kalinoglou, A., Panoulas, V. F., Koutedakis, Y., Nevill, A. M., Douglas, K. M. J., Kita, M. D., & Kitas, G. D. (2007) · Rheumatology · doi:10.1093/rheumatology/ken022 · Cited by 53 · see citing works
McGuire, K. A., Janssen, I., & Ross, R. (2009) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2009.07.023 · Cited by 44 · see citing works
Test–retest reliability of a portable monitor to assess energy expenditure
Brazeau, A., Karelis, A. D., Mignault, D., Lacroix, M.-J., Prud’homme, D., & RABASA-LHORET, R. P. R. (2011) · Applied Physiology Nutrition and Metabolism · doi:10.1139/h11-016 · Cited by 38 · see citing works
Hagfors, L. N., Westerterp, K. R., Sköldstam, L., & Johansson, G. (2004) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1602064 · Cited by 37 · see citing works
Heiermann, S., Hedayati, K. K., Müller, M. J., & Dittmar, M. (2010) · Gerontology · doi:10.1159/000322109 · Cited by 28 · see citing works
Are fibromyalgia patients as inactive as they say they are?
Raftery, G., Bridges, M., Heslop, P., & Walker, D. (2009) · Clinical Rheumatology · doi:10.1007/s10067-009-1107-1 · Cited by 22 · see citing works
Valle, E. D., Stranges, S., Trevisan, M., Strazzullo, P., Siani, A., & Farinaro, E. (2004) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/s0939-4753(04)80034-6 · Cited by 14 · see citing works
Reliability of a Multisensor Armband in Estimating Energy Expenditure According to Degree of Obesity
Malavolti, M., Bellentani, S., & Pietrobelli, A. (2012) · Journal of Obesity & Weight loss Therapy · doi:10.4172/2165-7904.1000116 · Cited by 3 · see citing works
Roubenoff, R. (2008) · Humana Press eBooks · doi:10.1007/978-1-59745-403-2_7 · Cited by 1 · see citing works
Komuro (2001) · doi:10.1002/1529-0131(200112)44:12
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Li, L. C., Sayre, E. C., Xie, H., Clayton, C., & Feehan, L. M. (2017) · JMIR mHealth and uHealth · doi:10.2196/mhealth.7863 · Cited by 74 · see citing works
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- Authors
- Tierney, M., Fraser, A., Purtill, H., & Kennedy, N.
- Affiliations
- University of Limerick (IE)
- University Hospital Limerick (IE)
- Venue
- Arthritis Care & Research
- Publisher
- Wiley
- Published
- 2013-05-30
- Volume
- 65
- Issue
- 6
- Pages
- 888-895
- ISSN
- 0893-7524 (ISSN-L)
- 2151-464X
- 2151-4658
- OpenAlex
- W1554038361
- Cited by
- 56
- References
- 51
- Citations by year
- 2024: 2 · 2022: 2 · 2020: 7 · 2019: 4 · 2018: 6 · 2017: 8 · 2016: 9 · 2015: 9 · 2014: 7 · 2013: 2
- FWCI
- 3.86
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Arthritis Care & Research (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- rheumatoid arthritis, physical activity measurement, criterion validity, energy expenditure, activities of daily living, step count, wearable activity trackers, cardiovascular risk
- MeSH terms
- Activities of Daily Living, Aged, Arthritis, Rheumatoid, Calorimetry, Indirect, Energy Metabolism, Female, Humans, Ireland, Male, Middle Aged, Monitoring, Physiologic, Motor Activity, Reproducibility of Results
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