Highlights
- •Medical ICU patients demonstrate profound inactivity, and are making no movements about 2/3 of the time.
- •Activity levels were lowest in patients who were non-ambulatory prior to ICU admission and in patients with the highest severity of illness.
- •Inactivity was more prevalent in patients receiving mechanical ventilation and in sicker patients.
- •Sedation status, age, or presence of restraints did not contribute to differences in activity level.
Abstract
Background
In the intensive care unit (ICU), inactivity is common, contributing to ICU-acquired
weakness and poor outcomes. Actigraphy may be useful for measuring activity in the
ICU.
Objectives
To use actigraphy to characterize inactivity and activity in critically ill patients.
Methods
This prospective observational study involved 48-h wrist actigraphy in medical ICU
(MICU) patients, with activity data captured across 30-s epochs. Inactivity (zero-activity
epochs) and activity (levels of non-zero activity) were summarized across key patient
(e.g., age) and clinical (e.g., mechanical ventilation status) variables, and compared
using multivariable regression.
Results
Overall, 189,595 30-s epochs were collected in 34 MICU patients. Zero-activity (inactivity)
comprised 122,865 (65%) of epochs; these epochs were 24% and 13% more prevalent, respectively,
in patients receiving mechanical ventilation (versus none, p < 0.001) and in the highest (versus lowest) organ failure score tertile (p = 0.03). Ambulatory (versus non-ambulatory) patients exhibited more non-zero activity
(35 more movements per epoch, p < 0.001), while those in the highest (versus lowest) organ failure score tertile
exhibited less activity (22 fewer movements per epoch, p = 0.03). Significant inactivity/activity differences were not observed when evaluated
based on age, sedation, or restraint status.
Conclusions
Actigraphy demonstrated that MICU patients are profoundly inactive, including those
who are young, non-sedated and non-restrained. Hence, ICU-specific, non-patient-related
factors may contribute to inactivity, an issue requiring further investigation.
Keywords
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References
- Perceived barriers to mobility in a medical ICU: the patient mobilization attitudes & beliefs survey for the ICU.J Intensiv Care Med. 2018; https://doi.org/10.1177/0885066618807120
- ICU-acquired weakness.Chest. 2016; 150: 1129-1140https://doi.org/10.1016/j.chest.2016.03.045
- Early mobilization and rehabilitation of patients who are critically ill.Chest. 2016; 150: 722-731https://doi.org/10.1016/j.chest.2016.03.003
- The effects of active mobilisation and rehabilitation in ICU on mortality and function: a systematic review.Intensiv Care Med. 2017; 43: 171-183https://doi.org/10.1007/s00134-016-4612-0
- Early intensive care unit mobility therapy in the treatment of acute respiratory failure.Crit Care Med. 2008; 36: 2238-2243https://doi.org/10.1097/CCM.0b013e318180b90e
- Implementing and sustaining an early rehabilitation program in a medical intensive care unit: a qualitative analysis.J Crit Care. 2015; 30: 698-704https://doi.org/10.1016/j.jcrc.2015.03.019
- Barriers and strategies for early mobilization of patients in intensive care units.Ann Am Thorac Soc. 2016; 13: 724-730https://doi.org/10.1513/AnnalsATS.201509-586CME
- Clinical practice guidelines for the prevention and management of pain, agitation/sedation, delirium, immobility, and sleep disruption in adult patients in the ICU.Crit Care Med. 2018; 46: e825-e873https://doi.org/10.1097/CCM.0000000000003299
- The ICU mobility scale has construct and predictive validity and is responsive. A multicenter observational study.Ann Am Thorac Soc. 2016; 13: 887-893https://doi.org/10.1513/AnnalsATS.201510-717OC
- Accelerometer-based devices canbe used to monitor sedation/agitation in the intensive care unit.J Crit Care. 2014; 29: 748-752https://doi.org/10.1016/j.jcrc.2014.05.014
- Wrist actigraphy.Chest. 2011; 139: 1514-1527https://doi.org/10.1378/chest.10-1872
- Actigraphy assessments of circadian sleep-wake cycles in the vegetative and minimally conscious states.BMC Med. 2013; 11: 18https://doi.org/10.1186/1741-7015-11-18
- Actigraphy in the critically ill: correlation with activity, agitation, and sedation.Am J Crit Care. 2005; 14: 52-60
- Use of accelerometry to monitor physical activity in critically ill subjects: a systematic review.Respir Care. 2015; 60: 1330-1336https://doi.org/10.4187/respcare.03677
- Measuring sleep: accuracy, sensitivity, and specificity of wrist actigraphy compared to polysomnography.Sleep. 2013; 36: 1747-1755https://doi.org/10.5665/sleep.3142
- Validity of an algorithm for determining sleep/wake states using a new actigraph.J Physiol Anthropol. 2014; 33: 31https://doi.org/10.1186/1880-6805-33-31
- Software thresholds alter the bias of actigraphy for monitoring sleep in team-sport athletes.J Sci Med Sport. 2017; 20: 756-760https://doi.org/10.1016/j.jsams.2016.11.021
- Actigraphic monitoring in critically ill patients: preliminary results toward an “observation-guided sedation.J Crit Care. 2009; 24: 563-567https://doi.org/10.1016/j.jcrc.2009.05.006
- Actigraphy to evaluate sleep in the intensive care unit: a systematic review.Ann Am Thorac Soc. 2018; 15: 1075-1082https://doi.org/10.1513/AnnalsATS.201801-004OC
- Sleep monitoring in the intensive care unit: comparison of nurse assessment, actigraphy and polysomnography.Intensiv Care Med. 2008; 34: 2076-2083https://doi.org/10.1007/s00134-008-1180-y
- Measuring sleep: accuracy, sensitivity, and specificity of wrist actigraphy compared to polysomnography.Sleep. 2013; 36: 1747-1755https://doi.org/10.5665/sleep.3142
- Feasibility of continuous actigraphy in patients in a medical intensive care unit.Am J Crit Care. 2017; 26: 329-335https://doi.org/10.4037/ajcc2017660
- Validity of objective methods for measuring sedentary behaviour in older adults: a systematic review.Int J Behav Nutr Phys Act. 2018; 15: 119https://doi.org/10.1186/s12966-018-0749-2
- Accelerometer-measured physical activity and sedentary behavior in relation to all-cause mortality: the women's health study.Circulation. 2018; 137: 203-205https://doi.org/10.1161/CIRCULATIONAHA.117.031300
- Screening methods for delirium: early diagnosis by means of objective quantification of motor activity patterns using wrist-actigraphy.Interact Cardiovasc Thorac Surg. 2008; 8: 344-348https://doi.org/10.1510/icvts.2008.192278
- First postoperative week activity patterns and recovery in women after coronary artery bypass surgery.Nurs Res. 1994; 43: 168-173
- Functional recovery after neuromuscular blockade in mechanically ventilated critically ill patients.Heart Lung. 2006; 35: 178-189https://doi.org/10.1016/j.hrtlng.2005.08.003
- Actigraphic monitoring in critically ill patients: preliminary results toward an “observation-guided sedation.J Crit Care. 2009; 24: 563-567https://doi.org/10.1016/j.jcrc.2009.05.006
- Disturbed circadian motor activity patterns in postcardiotomy delirium.Psychiatry Clin Neurosci. 2009; 63: 56-64https://doi.org/10.1111/j.1440-1819.2008.01888.x
- Sleep/wake patterns and physical performance in older adults.Aging Clin Exp Res. 2013; 25: 175-181https://doi.org/10.1007/s40520-013-0028-7
- Sleep quality in residents of assisted living facilities: effect on quality of life, functional status, and depression.J Am Geriatr Soc. 2010; 58: 829-836https://doi.org/10.1111/j.1532-5415.2010.02815.x
- Poor sleep quality is independently associated with physical disability in older adults.J Clin Sleep Med. 2015; 11: 225-232https://doi.org/10.5664/jcsm.4532
- Ten reasons why ICU patients should be mobilized early.Intensiv Care Med. 2017; 43: 86-90https://doi.org/10.1007/s00134-016-4513-2
- Daytime physical activity and sleep in hospitalized older adults: association with demographic characteristics and disease severity.J Am Geriatr Soc. 2015; 63: 1391-1400https://doi.org/10.1111/jgs.13520
- Age-associated difference in circadian sleep-wake and rest-activity rhythms.Physiol Behav. 2002; 76: 597-603https://doi.org/10.1016/S0031-9384(02)00733-3
- Large-scale physical activity data reveal worldwide activity inequality.Nature. 2017; 547: 336-339https://doi.org/10.1038/nature23018
- The effects of active mobilisation and rehabilitation in ICU on mortality and function: a systematic review.Intensiv Care Med. 2017; 43: 171-183https://doi.org/10.1007/s00134-016-4612-0
- Ten reasons why ICU patients should be mobilized early.Intensiv Care Med. 2017; 43: 86-90https://doi.org/10.1007/s00134-016-4513-2
- Consequences of bed rest.Crit Care Med. 2009; 37: S422-S428https://doi.org/10.1097/CCM.0b013e3181b6e30a
- Circadian disruption of ICU patients: a review of pathways, expression, and interventions.J Crit Care. 2017; 38: 269-277https://doi.org/10.1016/j.jcrc.2016.12.006
- Circadian rhythm disruption in the critically ill.Crit Care Med. 2016; 44: 207-217https://doi.org/10.1097/CCM.0000000000001282
- Sleep loss and circadian rhythm disruption in the intensive care unit.Clin Chest Med. 2015; 36: 419-429https://doi.org/10.1016/j.ccm.2015.05.008
- Atypical sleep in ventilated patients: empirical electroencephalography findings and the path toward revised ICU sleep scoring criteria.Crit Care Med. 2013; 41: 1958-1967https://doi.org/10.1097/CCM.0b013e31828a3f75
- Sleep deprivation in critical illness.J Intensiv Care Med. 2012; 27: 97-111https://doi.org/10.1177/0885066610394322
- Abnormal sleep/wake cycles and the effect of environmental noise on sleep disruption in the intensive care unit.Am J Respir Crit Care Med. 2001; 163: 451-457https://doi.org/10.1164/ajrccm.163.2.9912128
- The role of actigraphy in the study of sleep and circadian rhythms.Sleep. 2003; 26: 342-392
- Use of wrist activity for monitoring sleep/wake in demented nursing-home patients.Sleep. 1997; 20: 24-27https://doi.org/10.1124/dmd.107.016501.CYP3A4-Mediated
- Fuster-Garcia E. Bresó A. Miranda J.M. García-Gómez J.M. Actigraphy pattern analysis for outpatient monitoring. Methods in Molecular Biology. vol. 1246. Humana Press, Clifton, NJ2015: 3-17
- Accuracy of computer algorithms and the human eye in scoring actigraphy.Sleep Breath. 2013; 17: 411-417https://doi.org/10.1007/s11325-012-0709-z
- Total daily activity measured with actigraphy and motor function in community-dwelling older persons with and without dementia.Alzheimer Dis Assoc Disord. 2012; 26: 238-245https://doi.org/10.1097/WAD.0b013e31822fc3cb
- The role of actigraphy in the evaluation of sleep disorders.Sleep. 1995; 18: 288-302https://doi.org/10.1093/sleep/18.4.288
- Early mobilization and rehabilitation of patients who are critically ill.Chest. 2016; 150: 722-731https://doi.org/10.1016/j.chest.2016.03.003
- Original research: implementation of an early mobility program in an ICU.Am J Nurs. 2015; 115: 49-58https://doi.org/10.1097/01.NAJ.0000475292.27985.fc
- Clinical practice guidelines for the management of pain, agitation, and delirium in adult patients in the intensive care unit.Crit Care Med. 2013; 41: 263-306https://doi.org/10.1097/CCM.0b013e3182783b72
- The use of actigraphy to evaluate physical activity in the intensive care unit: a systematic review.J Intensive Care Med. 2019; https://doi.org/10.1177/0885066619863654
- Wrist actigraphic scoring for sleep laboratory patients: algorithm development.J Sleep Res. 2010; 19: 612-619https://doi.org/10.1111/j.1365-2869.2010.00835.x
- Measuring physical activity levels in hospitalized patients: a comparison between behavioural mapping and data from an accelerometer.Clin Rehabil. 2019; 33: 1233-1240https://doi.org/10.1177/0269215519836454
- Measurement of physical activity levels in the Intensive Care Unit and functional outcomes: an observational study.J Crit Care. 2017; 40: 189-196https://doi.org/10.1016/j.jcrc.2017.04.006
- Can energy expenditure be accurately assessed using accelerometry-based wearable motion detectors for physical activity monitoring in post-stroke patients in the subacute phase?.Eur J Prev Cardiol. 2017; 24: 2009-2016https://doi.org/10.1177/2047487317738593
- Benefits of early active mobility in the medical intensive care unit: a pilot study.Am J Med. 2016; 129: 866-871.e1https://doi.org/10.1016/j.amjmed.2016.03.032
Article info
Publication history
Published online: February 24, 2020
Accepted:
February 3,
2020
Received in revised form:
January 27,
2020
Received:
September 25,
2019
Identification
Copyright
Published by Elsevier Inc.