The Role of Wearable Sensors to Monitor Physical Activity and Sleep Patterns in Older Adult Inpatients: A Structured Review

被引:9
作者
Bate, Gemma L. [1 ]
Kirk, Cameron [1 ]
Rehman, Rana Z. U. [1 ]
Guan, Yu [2 ]
Yarnall, Alison J. [1 ,3 ,4 ]
Del Din, Silvia [1 ,4 ]
Lawson, Rachael A. [1 ]
机构
[1] Newcastle Univ, Translat & Clin Res Inst, Fac Med Sci, Newcastle Upon Tyne NE4 5PL, England
[2] Univ Warwick, Dept Comp Sci, Coventry CV4 7EZ, England
[3] Newcastle Upon Tyne Hosp NHS Fdn Trust, Newcastle Upon Tyne NE7 7DN, England
[4] Newcastle Univ, Natl Inst Hlth & Care Res NIHR, Newcastle Biomed Res Ctr BRC, Newcastle Upon Tyne NE1 7RU, England
基金
英国医学研究理事会; 英国惠康基金; 欧盟地平线“2020”;
关键词
wearables; continuous monitoring; older adults; inpatient; hospital setting; REST-ACTIVITY RHYTHM; ELDERLY-PATIENTS; MOTOR-ACTIVITY; HOSPITALIZED-PATIENTS; FUNCTIONAL RECOVERY; SEDENTARY BEHAVIOR; WRIST ACTIGRAPHY; WALKING ACTIVITY; HIP FRACTURE; LOW MOBILITY;
D O I
10.3390/s23104881
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Low levels of physical activity (PA) and sleep disruption are commonly seen in older adult inpatients and are associated with poor health outcomes. Wearable sensors allow for objective continuous monitoring; however, there is no consensus as to how wearable sensors should be implemented. This review aimed to provide an overview of the use of wearable sensors in older adult inpatient populations, including models used, body placement and outcome measures. Five databases were searched; 89 articles met inclusion criteria. We found that studies used heterogenous methods, including a variety of sensor models, placement and outcome measures. Most studies reported the use of only one sensor, with either the wrist or thigh being the preferred location in PA studies and the wrist for sleep outcomes. The reported PA measures can be mostly characterised as the frequency and duration of PA (Volume) with fewer measures relating to intensity (rate of magnitude) and pattern of activity (distribution per day/week). Sleep and circadian rhythm measures were reported less frequently with a limited number of studies providing both physical activity and sleep/circadian rhythm outcomes concurrently. This review provides recommendations for future research in older adult inpatient populations. With protocols of best practice, wearable sensors could facilitate the monitoring of inpatient recovery and provide measures to inform participant stratification and establish common objective endpoints across clinical trials.
引用
收藏
页数:41
相关论文
共 138 条
[1]  
Alessi CA, 2008, SLEEP, V31, P1291
[2]   Sleep in octogenarians during the postoperative phase after transcatheter or surgical aortic valve replacement [J].
Amofah, Hege Andersen ;
Brostroem, Anders ;
Fridlund, Bengt ;
Bjorvatn, Bjorn ;
Haaverstad, Rune ;
Hufthammer, Karl Ove ;
Kuiper, Karel K. J. ;
Ranhoff, Anette Hylen ;
Norekval, Tone M. .
EUROPEAN JOURNAL OF CARDIOVASCULAR NURSING, 2016, 15 (02) :168-177
[3]   Use of wrist activity for monitoring sleep/wake in demented nursing-home patients [J].
AncoliIsrael, S ;
Clopton, P ;
Klauber, MR ;
Fell, R ;
Mason, W .
SLEEP, 1997, 20 (01) :24-27
[4]   OBJECTIVE SLEEP DURATION AND QUALITY IN HOSPITALIZED OLDER ADULTS: ASSOCIATIONS WITH BLOOD PRESSURE AND MOOD [J].
Arora, Vineet M. ;
Chang, Kevin L. ;
Fazal, Arshiya Z. ;
Staisiunas, Paul G. ;
Meltzer, David O. ;
Zee, Phyllis C. ;
Knutson, Kristen L. ;
Van Cauter, Eve .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2011, 59 (11) :2185-2186
[5]   Effect of Nighttime Earplugs and Eye Masks on Sleep Quality in Intensive Care Unit Patients [J].
Arttawejkul, Pureepat ;
Reutrakul, Sirimon ;
Muntham, Dittapol ;
Chirakalwasan, Naricha .
INDIAN JOURNAL OF CRITICAL CARE MEDICINE, 2020, 24 (01) :6-10
[6]   CHANGES IN PHYSICAL ACTIVITY AND RELATED FUNCTIONAL AND DISABILITY LEVELS IN THE FIRST SIX MONTHS AFTER STROKE: A LONGITUDINAL FOLLOW-UP STUDY [J].
Askim, Torunn ;
Bernhardt, Julie ;
Churilov, Leonid ;
Fredriksen, Kristine Rabben ;
Indredavik, Bent .
JOURNAL OF REHABILITATION MEDICINE, 2013, 45 (05) :423-428
[7]   Stroke patients' functions in personal activities of daily living in relation to sleep and socio-demographic and clinical variables in the acute phase after first-time stroke and at six months of follow-up [J].
Bakken, Linda N. ;
Kim, Hesook S. ;
Finset, Arnstein ;
Lerdal, Anners .
JOURNAL OF CLINICAL NURSING, 2012, 21 (13-14) :1886-1895
[8]   Sleep monitoring in the intensive care unit: comparison of nurse assessment, actigraphy and polysomnography [J].
Beecroft, Jaime M. ;
Ward, Michael ;
Younes, Magdy ;
Crombach, Shelley ;
Smith, Orla ;
Hanly, Patrick J. .
INTENSIVE CARE MEDICINE, 2008, 34 (11) :2076-2083
[9]   Quantification of Movement in Stroke Patients under Free Living Conditions Using Wearable Sensors: A Systematic Review [J].
Bernaldo de Quiros, Mariano ;
Douma, E. H. ;
van den Akker-scheek, Inge ;
Lamoth, Claudine J. C. ;
Maurits, Natasha M. .
SENSORS, 2022, 22 (03)
[10]   Daytime Physical Activity and Sleep in Hospitalized Older Adults: Association with Demographic Characteristics and Disease Severity [J].
Beveridge, Claire ;
Knutson, Kristen ;
Spampinato, Lisa ;
Flores, Andrea ;
Meltzer, David O. ;
Van Cauter, Eve ;
Arora, Vineet M. .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2015, 63 (07) :1391-1400