Technology used in video games is making its way to hospital rooms, where researchers at the University of Missouri hope to learn new ways to prevent falls among hospital patients.
Between 700,000 and 1 million people each year fall in U.S. hospitals, according to the Agency for Healthcare Research and Quality. Hospitals nationwide are looking for ways to reduce that number.
"Since 2008, we've investigated ways to detect and prevent falls by older adults living in independent senior apartments," said Marilyn Rantz, PhD, RN, a leader of the MU research team and a professor in the MU Sinclair School of Nursing and the Department of Family and Community Medicine in the MU School of Medicine. "Because falls are a concern in hospitals, we thought much of what we learned regarding older people could apply to protecting hospital patients."
Falls can happen anywhere, but in hospitals people are at higher risk of falls because patients are sick or injured, in an unfamiliar place and sometimes dizzy from medication. Because hospital patients are often elderly or have underlying health conditions, they also are at higher risk for injuries if they fall.
"Technology that quickly detects falls and alerts health professionals can improve patient care and help in the diagnosis of injuries," said Rantz. Also, technology that captures data on patient falls can help health professionals learn about risk factors for falls, which could help create more effective ways of preventing them.
During the past several years, the team has explored a variety of technologies in its work with senior citizens, including Doppler radar, sound sensors and video cameras, said Marjorie Skubic, PhD, the LaPierre Professor of Electrical and Computer Engineering and a professor of computer science at the MU College of Engineering. Doppler radar and sound sensors can both detect that a person fell, but neither shows what happened leading up to the fall, Skubic said.
"By seeing what happened before a fall, we can better understand what caused it," Rantz said. "The more we know about what causes falls, the more effectively we can prevent them."
Ordinary video cameras record the events before a fall, but they work only when there's enough light, said Skubic, who also serves as the director of MU's Center for Eldercare and Rehabilitation Technology.
When video-game motion-capture technology was released a few years ago, the MU team gained a new tool, one that avoided the limitations of the other technologies and could monitor falls in a different way. And unlike video cameras, the motion-capture system portrays people as anonymous, three-dimensional silhouettes, protecting their privacy. Those are a few of the reasons that Skubic called the motion-capture technology a "game changer."
The device looks like a thin black box. On one side, black glass covers the sensors that pick up the movements of video-game players—or of patients in a hospital room. One sensor, a depth camera, measures the distances to objects in its view. A cord connects the black box to a small computer.
The system works by sending a grid pattern of infrared light, invisible to the human eye, into a room, and then examining how objects and persons in the room distort the pattern. The machine analyzes these distortions to make a 3-D map, showing a patient, her bed and tray table, and everything else in the room.
If the system detects a person on the floor, it automatically reviews the preceding events as the person moved to the floor. Does the movement represent a fall, or a person kneeling to tie a shoe lace? Applying a precise algorithm created by Skubic, doctoral graduate Erik Stone and an interdisciplinary team, the computer calculates the probability that the changes represent a person's fall.
In the study, the MU research team installed a motion-capture device in each of six patient rooms at University Hospital in Columbia, Mo. The hospital is part of the MU Health System, an academic medical center that includes the MU School of Medicine, the MU Sinclair School of Nursing and the MU School of Health Professions. The researchers trained nursing staff to explain the study to patients. The devices collected data continuously, monitoring the rooms 24 hours a day.
The research article covers the first eight months of the study. During that time, the sensors did not record any patient falls, but stunt actors simulated 50 falls in the rooms, providing more data for the algorithm.
"We believe the technology is promising because it accurately identified falls and may eventually help prevent falls," said Rantz, who also serves as a Helen E. Nahm Chair with the MU Sinclair School of Nursing and the University of Missouri Curators' Professor. "We are now in the process of installing the sensors in more patient rooms to learn more about its effectiveness."
The researchers felt that one potentially encouraging aspect of their work was the reduction of falls in the six patient rooms during the study.
"I think these devices may have brought more attention to the issue of falls," Skubic said. "It could have made patients more aware of the risks and more likely to ask their nurses for help getting out of bed."
Explore further: Medication to treat high blood pressure associated with fall injuries in elderly
More information: The study, "Automated Fall Detection with Quality Improvement 'Rewind' to Reduce Falls in Hospital Rooms," appeared in the Journal of Gerontological Nursing. http://ift.tt/1gCUNab
Medical Xpress on facebook
Related Stories
Researchers use sensor technologies to remotely monitor aging adults' health
Jun 14, 2012
Many adults wish to maintain their independence as they age, but health problems often require them to live in assisted-care facilities where they can be observed by medical professionals. Now, technologies developed by University ...
Researchers use new video gaming technology to detect illness, prevent falls in older adults
Sep 06, 2011
Many older adults lose their independence as their health declines and they are compelled to move into assisted care facilities. Researchers at the University of Missouri and TigerPlace, an independent living community, have ...
Health-monitoring technology helps seniors live at home longer
Jan 06, 2009
Many older adults want to remain active and independent for as long as possible. Seniors want to age in their own homes and avoid moving to institutions or nursing homes. University of Missouri researchers are using sensors, ...
Medication to treat high blood pressure associated with fall injuries in elderly
Feb 24, 2014
Medication to treat high blood pressure (BP) in older patients appears to be associated with an increased risk for serious injury from falling such as a hip fracture or head injury, especially in older patients who have been ...
A device to prevent falls in the elderly
Jan 17, 2014
The EPFL spin-off Gait Up just put an extremely thin motion sensor on the market. It can detect the risk of a fall in an older person and is equally useful for sports and physical therapy.
Recommended for you
Will health care reform require new population health management strategies?
8 minutes ago
In response to the 2010 Affordable Care Act, employers may no long offer traditional employee health care benefits as they protect themselves from rising health care costs and seek to minimize their risk. ...
Positive memories of exercise spur future workouts
2 hours ago
Getting motivated to exercise can be a challenge, but new research from the University of New Hampshire shows that simply remembering a positive memory about exercise may be just what it takes to get on the treadmill. This ...
Parents matter more than they think in how their children eat
4 hours ago
(Medical Xpress)—Helping children learn to eat well can be a challenge. Some children happily eat whatever is put in front of them while others seem to eat like birds and exist more on air than food. ...
Only one fifth of people with hearing problems wear a hearing aid
4 hours ago
(Medical Xpress)—Just a fifth of people with hearing problems wear a hearing aid, a study by The University of Manchester has found.
Mistrust, discrimination influence Latino health care satisfaction
5 hours ago
Mistrust of the medical community and perceived discrimination by health care providers can affect how satisfied young adult Latinos in rural Oregon are with their health care, new research from Oregon State University shows.
Study clears the air on cigarette tax policy
5 hours ago
(Medical Xpress)—Two pretty good reasons to hike cigarette taxes – persuading some smokers to quit, and raising revenue from those who won't – are equally doable, a Cornell-Princeton economics study has determined.
User comments
© Medical Xpress 2011-2014, Science X network
Technology used in video games is making its way to hospital rooms, where researchers at the University of Missouri hope to learn new ways to prevent falls among hospital patients.
Between 700,000 and 1 million people each year fall in U.S. hospitals, according to the Agency for Healthcare Research and Quality. Hospitals nationwide are looking for ways to reduce that number.
"Since 2008, we've investigated ways to detect and prevent falls by older adults living in independent senior apartments," said Marilyn Rantz, PhD, RN, a leader of the MU research team and a professor in the MU Sinclair School of Nursing and the Department of Family and Community Medicine in the MU School of Medicine. "Because falls are a concern in hospitals, we thought much of what we learned regarding older people could apply to protecting hospital patients."
Falls can happen anywhere, but in hospitals people are at higher risk of falls because patients are sick or injured, in an unfamiliar place and sometimes dizzy from medication. Because hospital patients are often elderly or have underlying health conditions, they also are at higher risk for injuries if they fall.
"Technology that quickly detects falls and alerts health professionals can improve patient care and help in the diagnosis of injuries," said Rantz. Also, technology that captures data on patient falls can help health professionals learn about risk factors for falls, which could help create more effective ways of preventing them.
During the past several years, the team has explored a variety of technologies in its work with senior citizens, including Doppler radar, sound sensors and video cameras, said Marjorie Skubic, PhD, the LaPierre Professor of Electrical and Computer Engineering and a professor of computer science at the MU College of Engineering. Doppler radar and sound sensors can both detect that a person fell, but neither shows what happened leading up to the fall, Skubic said.
"By seeing what happened before a fall, we can better understand what caused it," Rantz said. "The more we know about what causes falls, the more effectively we can prevent them."
Ordinary video cameras record the events before a fall, but they work only when there's enough light, said Skubic, who also serves as the director of MU's Center for Eldercare and Rehabilitation Technology.
When video-game motion-capture technology was released a few years ago, the MU team gained a new tool, one that avoided the limitations of the other technologies and could monitor falls in a different way. And unlike video cameras, the motion-capture system portrays people as anonymous, three-dimensional silhouettes, protecting their privacy. Those are a few of the reasons that Skubic called the motion-capture technology a "game changer."
The device looks like a thin black box. On one side, black glass covers the sensors that pick up the movements of video-game players—or of patients in a hospital room. One sensor, a depth camera, measures the distances to objects in its view. A cord connects the black box to a small computer.
The system works by sending a grid pattern of infrared light, invisible to the human eye, into a room, and then examining how objects and persons in the room distort the pattern. The machine analyzes these distortions to make a 3-D map, showing a patient, her bed and tray table, and everything else in the room.
If the system detects a person on the floor, it automatically reviews the preceding events as the person moved to the floor. Does the movement represent a fall, or a person kneeling to tie a shoe lace? Applying a precise algorithm created by Skubic, doctoral graduate Erik Stone and an interdisciplinary team, the computer calculates the probability that the changes represent a person's fall.
In the study, the MU research team installed a motion-capture device in each of six patient rooms at University Hospital in Columbia, Mo. The hospital is part of the MU Health System, an academic medical center that includes the MU School of Medicine, the MU Sinclair School of Nursing and the MU School of Health Professions. The researchers trained nursing staff to explain the study to patients. The devices collected data continuously, monitoring the rooms 24 hours a day.
The research article covers the first eight months of the study. During that time, the sensors did not record any patient falls, but stunt actors simulated 50 falls in the rooms, providing more data for the algorithm.
"We believe the technology is promising because it accurately identified falls and may eventually help prevent falls," said Rantz, who also serves as a Helen E. Nahm Chair with the MU Sinclair School of Nursing and the University of Missouri Curators' Professor. "We are now in the process of installing the sensors in more patient rooms to learn more about its effectiveness."
The researchers felt that one potentially encouraging aspect of their work was the reduction of falls in the six patient rooms during the study.
"I think these devices may have brought more attention to the issue of falls," Skubic said. "It could have made patients more aware of the risks and more likely to ask their nurses for help getting out of bed."
Explore further: Medication to treat high blood pressure associated with fall injuries in elderly
More information: The study, "Automated Fall Detection with Quality Improvement 'Rewind' to Reduce Falls in Hospital Rooms," appeared in the Journal of Gerontological Nursing. http://ift.tt/1gCUNab
Medical Xpress on facebook
Related Stories
Researchers use sensor technologies to remotely monitor aging adults' health
Jun 14, 2012
Many adults wish to maintain their independence as they age, but health problems often require them to live in assisted-care facilities where they can be observed by medical professionals. Now, technologies developed by University ...
Researchers use new video gaming technology to detect illness, prevent falls in older adults
Sep 06, 2011
Many older adults lose their independence as their health declines and they are compelled to move into assisted care facilities. Researchers at the University of Missouri and TigerPlace, an independent living community, have ...
Health-monitoring technology helps seniors live at home longer
Jan 06, 2009
Many older adults want to remain active and independent for as long as possible. Seniors want to age in their own homes and avoid moving to institutions or nursing homes. University of Missouri researchers are using sensors, ...
Medication to treat high blood pressure associated with fall injuries in elderly
Feb 24, 2014
Medication to treat high blood pressure (BP) in older patients appears to be associated with an increased risk for serious injury from falling such as a hip fracture or head injury, especially in older patients who have been ...
A device to prevent falls in the elderly
Jan 17, 2014
The EPFL spin-off Gait Up just put an extremely thin motion sensor on the market. It can detect the risk of a fall in an older person and is equally useful for sports and physical therapy.
Recommended for you
Will health care reform require new population health management strategies?
8 minutes ago
In response to the 2010 Affordable Care Act, employers may no long offer traditional employee health care benefits as they protect themselves from rising health care costs and seek to minimize their risk. ...
Positive memories of exercise spur future workouts
2 hours ago
Getting motivated to exercise can be a challenge, but new research from the University of New Hampshire shows that simply remembering a positive memory about exercise may be just what it takes to get on the treadmill. This ...
Parents matter more than they think in how their children eat
4 hours ago
(Medical Xpress)—Helping children learn to eat well can be a challenge. Some children happily eat whatever is put in front of them while others seem to eat like birds and exist more on air than food. ...
Only one fifth of people with hearing problems wear a hearing aid
4 hours ago
(Medical Xpress)—Just a fifth of people with hearing problems wear a hearing aid, a study by The University of Manchester has found.
Mistrust, discrimination influence Latino health care satisfaction
5 hours ago
Mistrust of the medical community and perceived discrimination by health care providers can affect how satisfied young adult Latinos in rural Oregon are with their health care, new research from Oregon State University shows.
Study clears the air on cigarette tax policy
5 hours ago
(Medical Xpress)—Two pretty good reasons to hike cigarette taxes – persuading some smokers to quit, and raising revenue from those who won't – are equally doable, a Cornell-Princeton economics study has determined.
User comments
© Medical Xpress 2011-2014, Science X network
0 comments:
Post a Comment