Using Cadence to Study Free-Living Ambulatory Behaviour

The health benefits of a physically active lifestyle across a person’s lifespan have been established. If there is any single physical activity behaviour that we should measure well and promote effectively, it is ambulatory activity and, more specifically, walking. Since public health physical activity guidelines include statements related to intensity of activity, it follows that we need to measure and promote free-living patterns of ambulatory activity that are congruent with this intent. The purpose of this review article is to present and summarize the potential for using cadence (steps/minute) to represent such behavioural patterns of ambulatory activity in free-living. Cadence is one of the spatio-temporal parameters of gait or walking speed. It is typically assessed using short-distance walks in clinical research and practice, but freeliving cadence can be captured with a number of commercially available accelerometers that possess time-stamping technology. This presents a unique opportunity to use the same metric to communicate both ambulatory performance (assessed under testing conditions) and behaviour (assessed in the real world). Ranges for normal walking cadence assessed under laboratory conditions are 96–138 steps/minute for women and 81–135 steps/minute for men across their lifespan. The correlation between mean cadence and intensity (assessed with indirect calorimetry and expressed as metabolic equivalents [METs]) based on five treadmill/overground walking studies, is r = 0.93 and 100 steps/minute is considered to be a reasonable heuristic value indicative of walking at least at absolutely-defined moderate intensity (i.e. minimally, 3 METs) in adults. The weighted mean cadence derived from eight studies that have observed pedestrian cadence under natural conditions was 115.2 steps/minute, demonstrating that achieving 100 steps/minute is realistic in specific settings that occur in real life. However, accelerometer data collected in a large, representative sample suggest that self-selected walking at a cadence equivalent to ≥100 steps/minute is a rare occurrence in free-living adults. Specifically, the National Health and Nutrition Examination Survey (NHANES) data show that US adults spent ≅4.8 hours/day in non-movement (i.e. zero cadence) during wearing time, ≅8.7 hours at 1–59 steps/minute, ≅16 minutes/day at cadences of 60–79 steps/minute,≅8 minutes at 80–99 steps/minute,≅5 minutes at 100–119 steps/minute, and ≅2 minutes at 120+ steps/minute. Cadence appears to be sensitive to change with intervention, and capitalizing on the natural tempo of music is an obvious means of targeting cadence. Cadence could potentially be used effectively in epidemiological study, intervention and behavioural research, dose-response studies, determinants studies and in prescription and practice. It is easily interpretable by researchers, clinicians, programme staff and the lay public, and therefore offers the potential to bridge science, practice and real life.

[1]  Kenton R Kaufman,et al.  Precision and accuracy of an ankle-worn accelerometer-based pedometer in step counting and energy expenditure. , 2005, Preventive medicine.

[2]  G. Hunter,et al.  The Effects of Strength Conditioning on Older Women's Ability to Perform Daily Tasks , 1995, Journal of the American Geriatrics Society.

[3]  Francois Bethoux,et al.  A Home-Based Walking Program Using Rhythmic Auditory Stimulation Improves Gait Performance in Patients With Multiple Sclerosis: A Pilot Study , 2010, Neurorehabilitation and neural repair.

[4]  B. Auvinet,et al.  Reference data for normal subjects obtained with an accelerometric device. , 2002, Gait & posture.

[5]  Joan McMeeken,et al.  Use of a video time display in determining general gait measures. , 1996, The Australian journal of physiotherapy.

[6]  Catrine Tudor-Locke,et al.  Comparison of pedometer and accelerometer accuracy under controlled conditions. , 2003, Medicine and science in sports and exercise.

[7]  Assessment of minute-by-minute stepping rate of physical activity under free-living conditions in female adults. , 2011, Gait & posture.

[8]  C. Tudor-Locke,et al.  Walking behaviors reported in the American Time Use Survey 2003-2005. , 2008, Journal of physical activity & health.

[9]  M. Batavia,et al.  The validity and reliability of the GAITRite system's measurements: A preliminary evaluation. , 2001, Archives of physical medicine and rehabilitation.

[10]  M. Benedetti,et al.  Physical activity monitoring in obese people in the real life environment , 2009, Journal of NeuroEngineering and Rehabilitation.

[11]  W. Willett,et al.  Isotemporal substitution paradigm for physical activity epidemiology and weight change. , 2009, American journal of epidemiology.

[12]  E. D. de Bruin,et al.  Concurrent validity of a trunk tri-axial accelerometer system for gait analysis in older adults. , 2009, Gait & posture.

[13]  Y. Schutz,et al.  Variability of gait patterns during unconstrained walking assessed by satellite positioning (GPS) , 2003, European Journal of Applied Physiology.

[14]  W. Evans,et al.  Energetics of walking in elderly people: factors related to gait speed. , 2010, The journals of gerontology. Series A, Biological sciences and medical sciences.

[15]  A. Bauman,et al.  Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. , 2007, Circulation.

[16]  N. L. Svensson,et al.  The influence of surface slope on human gait characteristics: a study of urban pedestrians walking on an inclined surface. , 1996, Ergonomics.

[17]  Catrine Tudor-Locke,et al.  Peak stepping cadence in free-living adults: 2005-2006 NHANES. , 2012, Journal of physical activity & health.

[18]  D. Bassett,et al.  Effects of body mass index and step rate on pedometer error in a free-living environment. , 2010, Medicine and science in sports and exercise.

[19]  D G Lloyd,et al.  The effect of exercise on gait patterns in older women: a randomized controlled trial. , 1996, The journals of gerontology. Series A, Biological sciences and medical sciences.

[20]  H. Sato,et al.  Gait patterns of Japanese pedestrians. , 1990, Journal of human ergology.

[21]  R. Waters,et al.  Energy‐speed relationship of walking: Standard tables , 1988, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[22]  D. Moelants,et al.  Walking on music. , 2007, Human movement science.

[23]  H. Sato,et al.  Gait patterns of young Japanese women. , 1991, Journal of human ergology.

[24]  Mark G Abel,et al.  Validation of the Kenz Lifecorder EX and ActiGraph GT1M accelerometers for walking and running in adults. , 2008, Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme.

[25]  C. Tudor-Locke,et al.  Motion sensor accuracy under controlled and free-living conditions. , 2004, Medicine and science in sports and exercise.

[26]  Michael W. Beets,et al.  Adjusting step count recommendations for anthropometric variations in leg length. , 2010, Journal of science and medicine in sport.

[27]  Catrine Tudor-Locke,et al.  Patterns of adult stepping cadence in the 2005-2006 NHANES. , 2011, Preventive medicine.

[28]  David B Allison,et al.  Association between insufficiently physically active and the prevalence of obesity in the United States. , 2009, Journal of physical activity & health.

[29]  F. Pitta,et al.  Step counting and energy expenditure estimation in patients with chronic obstructive pulmonary disease and healthy elderly: accuracy of 2 motion sensors. , 2010, Archives of physical medicine and rehabilitation.

[30]  M. Morey,et al.  Using Step Activity Monitoring to Characterize Ambulatory Activity in Community‐Dwelling Older Adults , 2007, Journal of the American Geriatrics Society.

[31]  G. Kwakkel,et al.  Effects of external rhythmical cueing on gait in patients with Parkinson's disease: a systematic review , 2005, Clinical rehabilitation.

[32]  M. Granat,et al.  The validity and reliability of a novel activity monitor as a measure of walking , 2006, British Journal of Sports Medicine.

[33]  Paul Gerdhem,et al.  Accelerometer-measured daily physical activity among octogenerians: results and associations to other indices of physical performance and bone density , 2007, European Journal of Applied Physiology.

[34]  T. Church,et al.  Field Testing of Physiological Responses Associated with Nordic Walking , 2002, Research quarterly for exercise and sport.

[35]  C. Tudor-Locke,et al.  Walking Faster , 2006, Diabetes Care.

[36]  Aaron Beighle,et al.  Determination of step rate thresholds corresponding to physical activity intensity classifications in adults. , 2011, Journal of physical activity & health.

[37]  Greta C Bernatz,et al.  How humans walk: bout duration, steps per bout, and rest duration. , 2008, Journal of rehabilitation research and development.

[38]  H. Yack,et al.  The effect of weighted vest walking on metabolic responses and ground reaction forces. , 2006, Medicine and science in sports and exercise.

[39]  B E Ainsworth,et al.  Compendium of physical activities: an update of activity codes and MET intensities. , 2000, Medicine and science in sports and exercise.

[40]  L. Ferrucci,et al.  A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. , 1994, Journal of gerontology.

[41]  A. Gardner,et al.  Patterns of ambulatory activity in subjects with and without intermittent claudication. , 2007, Journal of vascular surgery.

[42]  Catrine Tudor-Locke,et al.  But What About Swimming and Cycling? How to "Count" Non-Ambulatory Activity When Using Pedometers to Assess Physical Activity. , 2006, Journal of physical activity & health.

[43]  J. Potteiger,et al.  Influence of Music on Ratings of Perceived Exertion during 20 Minutes of Moderate Intensity Exercise , 2000, Perceptual and motor skills.

[44]  S. Blevins,et al.  Efficacy of Quantified Home-Based Exercise and Supervised Exercise in Patients With Intermittent Claudication: A Randomized Controlled Trial , 2011, Circulation.

[45]  M. Murphy,et al.  Speed and exercise intensity of recreational walkers. , 2002, Preventive medicine.

[46]  Ann P Rafferty,et al.  Physical activity patterns among walkers and compliance with public health recommendations. , 2002, Medicine and science in sports and exercise.

[47]  R. Shephard,et al.  Habitual Physical Activity and Physical Fitness in Older Japanese Adults: The Nakanojo Study , 2009, Gerontology.

[48]  GREGORY J. WELK,et al.  Stride rate recommendations for moderate-intensity walking. , 2011, Medicine and science in sports and exercise.

[49]  Scott E Crouter,et al.  Accuracy and reliability of 10 pedometers for measuring steps over a 400-m walk. , 2003, Medicine and science in sports and exercise.

[50]  Tiffany J Dwyer,et al.  Evaluation of the SenseWear activity monitor during exercise in cystic fibrosis and in health. , 2009, Respiratory medicine.

[51]  M. Weatherall,et al.  Mobility beyond the clinic: the effect of environment on gait and its measurement in community-ambulant stroke survivors , 2008, Clinical rehabilitation.

[52]  S. Blair,et al.  Physical activity for health: What kind? How much? How intense? On top of what? , 2011, Annual review of public health.

[53]  Corinne Caillaud,et al.  Effect of an overground walking training on gait performance in healthy 65- to 80-year-olds , 2010, Experimental Gerontology.

[54]  S Bereket Effects of anthropometric parameters and stride frequency on estimation of energy cost of walking. , 2005, The Journal of sports medicine and physical fitness.

[55]  G. Dunnington,et al.  Physical Activity and Health Outcomes Three Months After Completing a Physical Activity Behavior Change Intervention: Persistent and Delayed Effects , 2009, Cancer Epidemiology Biomarkers & Prevention.

[56]  Lynn Rochester,et al.  The effect of environment and task on gait parameters after stroke: A randomized comparison of measurement conditions. , 2006, Archives of physical medicine and rehabilitation.

[57]  L. Mâsse,et al.  Physical activity in the United States measured by accelerometer. , 2008, Medicine and science in sports and exercise.

[58]  Shirley Bryan,et al.  Validity of the Actical accelerometer step-count function. , 2007, Medicine and science in sports and exercise.

[59]  E. Schorr,et al.  Review of an article: Gardner AW, Parker DE, Montgomery PS, Scott KJ, Blevins SM. Efficacy of quantified home-based exercise and supervised exercise in patients with intermittent claudication: a randomized controlled trial. Circulation 2011;123(5):491-98. , 2011, Journal of vascular nursing : official publication of the Society for Peripheral Vascular Nursing.

[60]  M. Maddocks,et al.  Validity of three accelerometers during treadmill walking and motor vehicle travel , 2008, British Journal of Sports Medicine.

[61]  W S Myles,et al.  Sleep deprivation: effects on work capacity, self-paced walking, contractile properties and perceived exertion. , 1995, Sleep.

[62]  Minsoo Kang,et al.  Validity and reliability of Omron pedometers for prescribed and self-paced walking. , 2009, Medicine and science in sports and exercise.

[63]  D. Cunningham,et al.  Age-related changes in speed of walking. , 1988 .

[64]  C. Tudor-Locke,et al.  Pedometer-determined step count guidelines for classifying walking intensity in a young ostensibly healthy population. , 2005, Canadian journal of applied physiology = Revue canadienne de physiologie appliquee.

[65]  Michael W. Whittle,et al.  Gait Analysis: An Introduction , 1986 .

[66]  R. Drillis OBJECTIVE RECORDING AND BIOMECHANICS OF PATHOLOGICAL GAIT , 1958, Annals of the New York Academy of Sciences.

[67]  J. Shaw,et al.  Breaks in Sedentary Time , 2008, Diabetes Care.

[68]  James E. Graham,et al.  Assessing walking speed in clinical research: a systematic review. , 2008, Journal of evaluation in clinical practice.

[69]  R. S. Cimbalo,et al.  Human Ethology: Age and Sex Differences in Mall Walking , 1997, Perceptual and motor skills.

[70]  Catrine Tudor-Locke,et al.  Convergent validity of 3 low cost motion sensors with the ActiGraph accelerometer. , 2010, Journal of physical activity & health.

[71]  Zatsiorky Vm,et al.  Basic kinematics of walking. Step length and step frequency. A review. , 1994 .

[72]  Scott E Crouter,et al.  Validity of 10 electronic pedometers for measuring steps, distance, and energy cost. , 2003, Medicine and science in sports and exercise.

[73]  R H Rozendal,et al.  Fundamental characteristics of human gait in relation to sex and location. , 1972, Proceedings of the Koninklijke Nederlandse Akademie van Wetenschappen. Series C. Biological and medical sciences.

[74]  P. Barber,et al.  Circuit-based rehabilitation improves gait endurance but not usual walking activity in chronic stroke: a randomized controlled trial. , 2009, Archives of physical medicine and rehabilitation.

[75]  F. Finley,et al.  Locomotive characteristics of urban pedestrians. , 1970, Archives of physical medicine and rehabilitation.

[76]  P. Thompson,et al.  ACSM's Guidelines for Exercise Testing and Prescription , 1995 .

[77]  Robin Callister,et al.  The relationship between heart rate intensity and pedometer step counts in adolescents , 2009, Journal of sports sciences.

[78]  K. Aminian,et al.  An exercise intervention to improve diabetic patients' gait in a real-life environment. , 2010, Gait & posture.

[79]  F. Sciurba,et al.  Exercise maintenance following pulmonary rehabilitation: effect of distractive stimuli. , 2002, Chest.

[80]  Kevin Norton,et al.  Position statement on physical activity and exercise intensity terminology. , 2010, Journal of science and medicine in sport.

[81]  Minute-by-minute stepping rate of daily physical activity in normal and overweight/obese adults. , 2011, Obesity research & clinical practice.

[82]  T Akimoto,et al.  Effects of music during exercise on RPE, heart rate and the autonomic nervous system. , 2006, The Journal of sports medicine and physical fitness.

[83]  David B Pyne,et al.  Reliability and variability of running economy in elite distance runners. , 2004, Medicine and science in sports and exercise.

[84]  Ulf Ekelund,et al.  The ABC of Physical Activity for Health: A consensus statement from the British Association of Sport and Exercise Sciences , 2010, Journal of sports sciences.

[85]  Catrine Tudor-Locke,et al.  Participation by US adults in sports, exercise, and recreational physical activities. , 2009, Journal of physical activity & health.

[86]  Nancy W Glynn,et al.  Use of accelerometry to measure physical activity in older adults at risk for mobility disability. , 2008, Journal of aging and physical activity.

[87]  B. Ainsworth,et al.  Translating physical activity recommendations into a pedometer-based step goal: 3000 steps in 30 minutes. , 2009, American journal of preventive medicine.

[88]  J. M. Brault,et al.  Rhythmic auditory stimulation in gait training for Parkinson's disease patients , 1996, Movement disorders : official journal of the Movement Disorder Society.

[89]  Alison Kirk,et al.  Increasing physical activity in people with type 2 diabetes. , 2003, Diabetes care.

[90]  Ester Cerin,et al.  Individual calibration for estimating free-living walking speed using the MTI monitor. , 2006, Medicine and science in sports and exercise.

[91]  Lynn Rochester,et al.  Concurrent validity of accelerometry to measure gait in Parkinsons Disease. , 2008, Gait & posture.

[92]  John Staudenmayer,et al.  Validity of the Omron HJ-112 pedometer during treadmill walking. , 2009, Medicine and science in sports and exercise.

[93]  Catrine Tudor-Locke,et al.  Comparison of Lifecorder EX and ActiGraph accelerometers under free-living conditions. , 2007, Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme.

[94]  C. Tudor-Locke,et al.  Measuring habitual walking speed of people with type 2 diabetes: are they meeting recommendations? , 2005, Diabetes care.

[95]  Molen Nh,et al.  Some factors of human gait. , 1966 .

[96]  Shigeho Tanaka,et al.  Effects of walking speed and step frequency on estimation of physical activity using accelerometers. , 2011, Journal of physiological anthropology.

[97]  D. Cunningham,et al.  Age-related changes in speed of walking. , 1988, Medicine and science in sports and exercise.

[98]  N. Stott,et al.  Timed walking tests correlate with daily step activity in persons with stroke. , 2009, Archives of physical medicine and rehabilitation.

[99]  U. Wisløff,et al.  High‐Intensity Aerobic Exercise Training Improves the Heart in Health and Disease , 2010, Journal of cardiopulmonary rehabilitation and prevention.

[100]  D. Ward,et al.  Self-selected exercise intensity of habitual walkers. , 1993, Medicine and science in sports and exercise.