Quantification of Patient Migration in Bed

Author(s):  
Susan E. Kotowski ◽  
Kermit G. Davis ◽  
Neal Wiggermann ◽  
Rachel Williamson

Objective: The study objective was to quantify the movement of hospital bed occupants relative to the bed in typical bed articulations. Background: Movement of a patient in bed results in two common adverse events: (a) increase in shear and friction forces between the patient and bed, which are extrinsic pressure ulcer risk factors, and (b) musculoskeletal injuries to nurses, resulting from repositioning patients who have migrated down in bed. Method: The study involved 12 participants who lay supine in three hospital beds, which were articulated to common positions. Body movement relative to the bed was quantified with the use of motion capture. Cumulative movement, net displacement, and torso compression (shoulder to trochanter distance) were calculated for different bed types and bed movements. Results: Bed design and bed movement had a significant effect on most of the dependent variables. Bed design (e.g., type) influenced cumulative movement by up to 115%, net displacement by up to 70%, and torso compression by about 20%. Bed movement (e.g., knee elevation) reduced cumulative migration by up to 35%. Conclusion: The quantification of patient migration provides a metric for evaluating the interaction between body and bed surfaces. Overall, the measures were sensitive to design changes in bed frames, bed articulations, and mattress inflation. Application: Documentation of the cumulative movement, net displacement, and torso compression provides hospital bed designers quantifiable measures for reducing migration and potentially shear and friction forces when designing bed frames, bed articulations, and mattresses. Optimization of these metrics may ultimately have an impact on patient and caregiver health.

2011 ◽  
Vol 152 (20) ◽  
pp. 797-801 ◽  
Author(s):  
Miklós Gresz

In the past decades the bed occupancy of hospitals in Hungary has been calculated from the average of in-patient days and the number of beds during a given period of time. This is the only measure being currently looked at when evaluating the performance of hospitals and changing their bed capacity. The author outlines how limited is the use of this indicator and what other statistical indicators may characterize the occupancy of hospital beds. Since adjustment of capacity to patient needs becomes increasingly important, it is essential to find indicator(s) that can be easily applied in practice and can assist medical personal and funders who do not work with statistics. Author recommends the use of daily bed occupancy as a base for all these statistical indicators. Orv. Hetil., 2011, 152, 797–801.


Author(s):  
Pranav Madhav Kuber ◽  
Ehsan Rashedi

A new forklift backrest has been developed by incorporating adjustability concepts into the design to facilitate comfort to a wide range of users. We have conducted a comparative study between the new and original backrests to assess the effectiveness of design features. Using the phenomenon of restlessness, discomfort of the user was associated with the amount of body movement, where we have used a motion- capture system and a force platform to quantify the individuals’ movement for a wide range of body sizes. Meanwhile, subjective comfort and design feedback were collected using a questionnaire. Our results showed a reduction in the mean torso movement and the maximum center of pressure change of location by 300 and 6 mm, respectively, for the new design. Taking advantage of adjustability feature, the new backrest design exhibited enhanced comfort for longer durations and reduced magnitude of discomfort for a wide range of participants’ body sizes.


Leonardo ◽  
2010 ◽  
Vol 43 (4) ◽  
pp. 359-366 ◽  
Author(s):  
Kim Vincs ◽  
John McCormick

This paper describes the work of a group of artists in Australia who used real-time motion capture and 3D stereo projection to create a large-scale performance environment in which dancers seemed to “touch” the volume. This project re-versions Suzanne Langer's 1950s philosophy of dance as “virtual force” to realize the idea of a “virtual haptics” of dance that extends the dancer's physical agency literally across and through the surrounding spatial volume. The project presents a vision of interactive dance performance that “touches” space by visualizing kinematics as intentionality and agency. In doing so, we suggest the possibility of new kinds of human-computer interfaces that emphasize touch as embodied, nuanced agency that is mediated by the subtle qualities of whole-body movement, in addition to more goal-oriented, task-based gestures such as pointing or clicking.


2020 ◽  
Vol 5 (4) ◽  
pp. 50-56
Author(s):  
M. Bant'eva ◽  
E. Manoshkina ◽  
Yuriy Mel'nikov

Despite the fact that the process of structural and functional optimization of the hospital bed fund is currently underway, the basis for the provision of medical care remains the assistance provided in around the clock and day time hospitals, which is the most costly because it requires the constant involvement of a large amount of staff, material, technical, financial and other types of resources. The main indicators of the bed fund in around the clock and daily stay hospitals in the Russian Federation, Federal District and regions in dynamics for 2010-2018, as well as mortality in around the clock hospitals, are analyzed using descriptive statistics. In the Russian Federation from 2010 to 2018 the absolute number of hospitals decreased from 5705 to 4323 (by 24.2%), both due to the reduction in the number of hospital beds and in connection with the unification of medical organizations. At the same time, the number of round-the-clock beds decreased from 1250120 to 1044875 (by 16.4%); provision with hospital beds decreased (from 87.5 to 71.1 per 10,000 population - by 18.7%), the average treatment duration (from 12.6 days to 10.7 - by 15.1%) and, unfortunately, average bed occupancy per year (from 325 to 313 days - by 3.7%). In 2018, the extreme values of the indicator of hospitalization rate for 24-hour hospital beds in the regions of the Russian Federation differ 1.8 times, provision with hospital beds - 2.9 times, average bed occupancy per year - 1.2 times, average treatment duration - 1 8 times. The established differences may indicate an imbalance in the ongoing structural transformations. The overall mortality rate in the Russian Federation increased: from 1.5% in 2010 to 1.9% in 2018 (by 28.4%), a similar trend was observed in all regions. The provision of beds in day care hospitals increased from 15.4 per 10,000 in 2010 to 17.0 in 2018 (10.7%). Multidirectional tendencies are noted, both towards increasing and decreasing the number of places in day hospitals, both in the Federal Districts as a whole and in individual regions. The extreme values of the indicator of the provision of places for day care hospitals in the regions of the Russian Federation differ by 30 times, what reflects the disproportionate organization of a network of day care hospitals in the country's regions. During the observation period in the Russian Federation, the level of hospitalization in round-the-clock hospitals decreased from 222.0 to 203.5 per 1000 population (by 8.3%), while the level of hospitalizations in day care hospitals steadily increased from 26.4 to 35.0 per 1,000 (32.8%), what indicates the implementation of the expected hospital-replacing function of day care in the country as a whole. The issue of further structural and functional optimization of the hospital bed fund of the country remains relevant.


2018 ◽  
Vol 24 (2) ◽  
pp. 186-205 ◽  
Author(s):  
Birgitta Burger ◽  
Petri Toiviainen

Electronic dance music (EDM) is music produced with the foremost aim to make people move. While research has revealed relationships between movement features and, for example, musical, emotional, or personality characteristics, systematic investigations of genre differences and specifically of EDM are rather rare. This article aims at offering insights into the embodiment of EDM from three different angles: first from a genre-comparison perspective, then by comparing different EDM stimuli with each other, and finally by investigating embodiments in one specific EDM stimulus. Sixty participants moved freely to 16 stimuli of four different genres (EDM, Latin, Funk, Jazz – four stimuli/genre) while being recorded with an optical motion capture system. Subsequently, a set of movement features was extracted from the motion capture data. Results indicate that participants moved with significantly higher acceleration of torso, head, hands, and feet and more overall movement to the EDM stimuli than to the other genres. Between EDM stimuli, several significant correlations were found, suggesting an increase in acceleration of different body parts with clearer and more percussive rhythmic structures and brighter sounds. Within one EDM stimulus, participants’ movements differed in several movement features distinguishing the break from surrounding sections, showing less acceleration, as well as less overall movement and rotational speed during the break. These analyses propose different ways of studying EDM and indicate distinctive characteristics of EDM embodiment.


2017 ◽  
Vol 2 (2) ◽  
pp. 178-186 ◽  
Author(s):  
David Darehed ◽  
Bo Norrving ◽  
Birgitta Stegmayr ◽  
Karin Zingmark ◽  
Mathias C. Blom

Introduction It is well established that managing patients with acute stroke in dedicated stroke units is associated with improved functioning and survival. The objectives of this study are to investigate whether patients with acute stroke are less likely to be directly admitted to a stroke unit from the Emergency Department when hospital beds are scarce and to measure variation across hospitals in terms of this outcome. Patients and methods This register study comprised data on patients with acute stroke admitted to 14 out of 72 Swedish hospitals in 2011–2014. Data from the Swedish stroke register were linked to administrative daily data on hospital bed occupancy (measured at 6 a.m.). Logistic regression analysis was used to analyse the association between bed occupancy and direct stroke unit admission. Results A total of 13,955 hospital admissions were included; 79.6% were directly admitted to a stroke unit from the Emergency Department. Each percentage increase in hospital bed occupancy was associated with a 1.5% decrease in odds of direct admission to a stroke unit (odds ratio = 0.985, 95% confidence interval = 0.978–0.992). The best-performing hospital exhibited an odds ratio of 3.8 (95% confidence interval = 2.6–5.5) for direct admission to a stroke unit versus the reference hospital. Discussion and conclusion We found an association between hospital crowding and reduced quality of care in acute stroke, portrayed by a lower likelihood of patients being directly admitted to a stroke unit from the Emergency Department. The magnitude of the effect varied considerably across hospitals.


Author(s):  
Santanu Basu

ABSTRACTA recently developed model to analyze Covid-19 case data has been applied to compare the Covid-19 cases and hospital bed usage in Santa Clara county and San Mateo county which are in the Silicon Valley region of California. The model gives prediction for number of cases and deaths and number of hospital beds six weeks in advance. The model is versatile and can be applied to other countries and regions as well.


2021 ◽  
Vol 36 (2) ◽  
pp. 61-71
Author(s):  
Danica Hendry ◽  
Kathryn Napier ◽  
Richard Hosking ◽  
Kevin Chai ◽  
Paul Davey ◽  
...  

OBJECTIVE: Accurate field-based assessment of dance kinematics is important to understand the etiology, and thus prevention and management, of hip and back pain. The study objective was to develop a machine learning model to estimate thigh elevation and lumbar sagittal plane angles during ballet leg lifting tasks, using wearable sensor data. METHODS: Female dancers (n=30) performed ballet-specific leg lifting tasks to the front, side, and behind the body. Dancers wore six wearable sensors (100 Hz). Data were simultaneously collected using an 18-camera motion analysis system (250 Hz). Due to synchronization and hardware malfunction issues, only 23 dancers had usable data. Using leave-one-out cross-validation, machine learning models were compared with the optic motion capture system using root mean square error (RMSE) in degrees and correlation coefficients (r) over the complete movement profile of each leg lift and mean absolute error (MAE) and Bland Altman plots for peak angle accuracy. RESULTS: The average RMSE for model estimation was 6.8 for thigh elevation angle and 5.6 for lumbar spine sagittal plane angle, with respective MAE of 6 and 5.7. There was a strong correlation between the machine learning model and optic motion capture for peak angle values (thigh r=0.86, lumbar r=0.96). CONCLUSION: The models developed demonstrated an acceptable degree of accuracy for the estimation of thigh elevation angle and lumbar spine sagittal plane angle during dance-specific leg lifting tasks. This provides potential for a near-real-time, field-based measurement system.


Author(s):  
Alexa Doig ◽  
Andrew Merryweather ◽  
Janice Morse ◽  
Donald Bloswick

A range of methodological challenges were encountered during a biomechanical study of 56 older adults ranging from ages 50-95 years of age. The sample included individuals with strength and gait impairments who were at risk for falls and fall-related injury. Methodological and participant-related issues encountered during data collection were 1) preventing falls and fall-related injuries, 2) difficulty with osteological landmark palpation and retroreflective marker placement due to obesity, 3) retroreflective marker obstruction by body fat and clothing, as well as the safety harness, hospital bed and other structures in the motion capture space, 4) marker loss during in-bed movements, 5) participant fatigue and instability necessitating trial modification. The development of a customized fall arrest system and other solutions will be discussed.


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