Walking cadence (steps/min) and intensity in 41 to 60-year-old adults: the CADENCE-adults study - PubMed (original) (raw)
doi: 10.1186/s12966-020-01045-z.
Scott W Ducharme 2, Elroy J Aguiar 3, John M Schuna Jr 4, Tiago V Barreira 5, Christopher C Moore 6, Colleen J Chase 7, Zachary R Gould 7, Marcos A Amalbert-Birriel 7, Jose Mora-Gonzalez 8, Stuart R Chipkin 7, John Staudenmayer 9
Affiliations
- PMID: 33168018
- PMCID: PMC7654058
- DOI: 10.1186/s12966-020-01045-z
Walking cadence (steps/min) and intensity in 41 to 60-year-old adults: the CADENCE-adults study
Catrine Tudor-Locke et al. Int J Behav Nutr Phys Act. 2020.
Abstract
Background: In younger adults (i.e., those < 40 years of age) a walking cadence of 100 steps/min is a consistently supported threshold indicative of absolutely-defined moderate intensity ambulation (i.e., ≥ 3 metabolic equivalents; METs). Less is known about the cadence-intensity relationship in adults of middle-age.
Purpose: To establish heuristic (i.e., evidence-based, practical, rounded) cadence thresholds for absolutely-defined moderate (3 METs) and vigorous (6 METs) intensity in adults 41 to 60 years of age.
Methods: In this cross-sectional study, 80 healthy adults of middle-age (10 men and 10 women representing each 5-year age-group between 41 to 60 years; body mass index = 26.0 ± 4.0 kg/m2) walked on a treadmill for 5-min bouts beginning at 0.5 mph and increasing in 0.5 mph increments. Performance termination criteria included: 1) transitioning to running, 2) reaching 75% of age-predicted maximum heart rate, or 3) reporting a Borg rating of perceived exertion > 13. Cadence was directly observed (i.e., hand tallied). Intensity (i.e., oxygen uptake [VO2] mL/kg/min) was assessed with an indirect calorimeter and converted to METs (1 MET = 3.5 mL/kg/min). A combination of segmented regression and Receiver Operating Characteristic (ROC) modeling approaches was used to identify optimal cadence thresholds. Final heuristic thresholds were determined based on an evaluation of classification accuracy (sensitivity, specificity, positive and negative predictive value, overall accuracy).
Results: The regression model identified 101.7 (95% Predictive Interval [PI]: 54.9-110.6) and 132.1 (95% PI: 122.0-142.2) steps/min as optimal cadence thresholds for 3 METs and 6 METs, respectively. Corresponding values based on ROC models were 98.5 (95% Confidence Intervals [CI]: 97.1-104.9) and 117.3 (95% CI: 113.1-126.1) steps/min. Considering both modeling approaches, the selected heuristic thresholds for moderate and vigorous intensity were 100 and 130 steps/min, respectively.
Conclusions: Consistent with our previous report in 21 to 40-year-old adults, cadence thresholds of 100 and 130 steps/min emerged as heuristic values associated with 3 and 6 METs, respectively, in 41 to 60-year-old adults. These values were selected based on their utility for public health messaging and on the trade-offs in classification accuracy parameters from both statistical methods. Findings will need to be confirmed in older adults and in free-living settings.
Keywords: Accelerometer; Exercise; Pedometer; Physical activity.
Conflict of interest statement
The authors declare they have no conflicts of interest. The results of the present study do not constitute endorsement by the American College of Sports Medicine. The results of the study are presented clearly, honestly, and without fabrication, falsification, or inappropriate data manipulation.
Figures
Fig. 1
Relationship between cadence and METs using a segmented regression model with random coefficients. Breakpoint is at 97.2 steps/min; marginal R2 = 0.81. Red line represents the mean MET values (y-axis) for each corresponding cadence value (x-axis), and the black lines represent the 95% Prediction Intervals. Blue horizontal dotted lines indicate moderate (3 METs) and vigorous (6 METs) intensity, respectively
Fig. 2
Classification accuracy of heuristic cadence thresholds and MET intensities. A) ≥ 100 steps/min and ≥ 3 METs, B) ≥ 130 steps/min and ≥ 6 METs)
Similar articles
- Walking cadence (steps/min) and intensity in 61-85-year-old adults: the CADENCE-Adults study.
Tudor-Locke C, Mora-Gonzalez J, Ducharme SW, Aguiar EJ, Schuna JM Jr, Barreira TV, Moore CC, Chase CJ, Gould ZR, Amalbert-Birriel MA, Chipkin SR, Staudenmayer J. Tudor-Locke C, et al. Int J Behav Nutr Phys Act. 2021 Sep 23;18(1):129. doi: 10.1186/s12966-021-01199-4. Int J Behav Nutr Phys Act. 2021. PMID: 34556146 Free PMC article. - Walking cadence (steps/min) and intensity in 21-40 year olds: CADENCE-adults.
Tudor-Locke C, Aguiar EJ, Han H, Ducharme SW, Schuna JM Jr, Barreira TV, Moore CC, Busa MA, Lim J, Sirard JR, Chipkin SR, Staudenmayer J. Tudor-Locke C, et al. Int J Behav Nutr Phys Act. 2019 Jan 17;16(1):8. doi: 10.1186/s12966-019-0769-6. Int J Behav Nutr Phys Act. 2019. PMID: 30654810 Free PMC article. - Cadence (steps/min) and relative intensity in 61 to 85-year-olds: the CADENCE-Adults study.
McAvoy CR, Miller TA, Aguiar EJ, Ducharme SW, Moore CC, Schuna JM Jr, Barreira TV, Chase CJ, Gould ZR, Amalbert-Birriel MA, Chipkin SR, Staudenmayer J, Tudor-Locke C, Bucko A, Mora-Gonzalez J. McAvoy CR, et al. Int J Behav Nutr Phys Act. 2023 Nov 29;20(1):141. doi: 10.1186/s12966-023-01543-w. Int J Behav Nutr Phys Act. 2023. PMID: 38031156 Free PMC article. - Using cadence to study free-living ambulatory behaviour.
Tudor-Locke C, Rowe DA. Tudor-Locke C, et al. Sports Med. 2012 May 1;42(5):381-98. doi: 10.2165/11599170-000000000-00000. Sports Med. 2012. PMID: 22462794 Review. - How fast is fast enough? Walking cadence (steps/min) as a practical estimate of intensity in adults: a narrative review.
Tudor-Locke C, Han H, Aguiar EJ, Barreira TV, Schuna JM Jr, Kang M, Rowe DA. Tudor-Locke C, et al. Br J Sports Med. 2018 Jun;52(12):776-788. doi: 10.1136/bjsports-2017-097628. Br J Sports Med. 2018. PMID: 29858465 Free PMC article. Review.
Cited by
- Association of Accelerometer-Measured Sedentary Time and Physical Activity with Arterial Stiffness and Vascular Aging in the General Spanish Population, Analyzed by Sex.
Gómez-Sánchez L, Gómez-Sánchez M, Rodríguez-Sánchez E, Lugones-Sánchez C, Tamayo-Morales O, Gonzalez-Sánchez S, de Cabo-Laso A, García-Ortiz L, Gómez-Marcos MA; EVA Investigators. Gómez-Sánchez L, et al. Rev Cardiovasc Med. 2023 Nov 17;24(11):318. doi: 10.31083/j.rcm2411318. eCollection 2023 Nov. Rev Cardiovasc Med. 2023. PMID: 39076448 Free PMC article. - Considerations on How to Prevent Parkinson's Disease Through Exercise.
Oosterhof TH, Darweesh SKL, Bloem BR, de Vries NM. Oosterhof TH, et al. J Parkinsons Dis. 2024;14(s2):S395-S406. doi: 10.3233/JPD-240091. J Parkinsons Dis. 2024. PMID: 39031383 Free PMC article. Review. - Remote monitoring of atrial fibrillation recurrence using mHealth technology (REMOTE-AF).
Adasuriya G, Barsky A, Kralj-Hans I, Mohan S, Gill S, Chen Z, Jarman J, Jones D, Valli H, Gkoutos GV, Markides V, Hussain W, Wong T, Kotecha D, Haldar S. Adasuriya G, et al. Eur Heart J Digit Health. 2024 Feb 12;5(3):344-355. doi: 10.1093/ehjdh/ztae011. eCollection 2024 May. Eur Heart J Digit Health. 2024. PMID: 38774381 Free PMC article. - Agreement between the activPAL accelerometer and direct observation during a series of gait and sit-to-stand tasks in people living with cervical dystonia.
Yaqoob I, Gusso S, Simpson M, Meiring RM. Yaqoob I, et al. Front Neurol. 2024 Apr 24;15:1286447. doi: 10.3389/fneur.2024.1286447. eCollection 2024. Front Neurol. 2024. PMID: 38725651 Free PMC article. - Associations of 24 h time-use compositions of sitting, standing, physical activity and sleeping with optimal cardiometabolic risk and glycaemic control: The Maastricht Study.
Brakenridge CJ, Koster A, de Galan BE, Carver A, Dumuid D, Dzakpasu FQS, Eussen SJPM, Savelberg HHCM, Bosma H, Owen N, Schaper NC, Healy GN, Dunstan DW. Brakenridge CJ, et al. Diabetologia. 2024 Jul;67(7):1356-1367. doi: 10.1007/s00125-024-06145-0. Epub 2024 Apr 24. Diabetologia. 2024. PMID: 38656371 Free PMC article.
References
- Physical Activity Guidelines Advisory Committee . 2018 physical activity guidelines advisory committee scientific report. Washington, DC: U.S. Department of Health and Human Services; 2018.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Research Materials
Miscellaneous