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An accident is an unintended, normally unwanted event that was not directly caused by humans. The term accident implies that nobody should be blamed , but the event may have been caused by unrecognized or unaddressed risks . Most researchers who study unintentional injury avoid using the term accident and focus on factors that increase risk of severe injury and that reduce injury incidence and severity. For example, when a tree falls down during a wind storm , its fall may not have been caused by humans, but the tree's type, size, health, location, or improper maintenance may have contributed to the result. Most car wrecks are not true accidents; however, English speakers started using that word in the mid-20th century as a result of media manipulation by the US automobile industry.

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76-709: Physical examples of accidents include unintended motor vehicle collisions, tongue biting while eating, electric shock by accidentally touching bare electric wire, drowning, falls , being injured by touching something sharp or hot, or bumping into something while walking. Non-physical examples are unintentionally revealing a secret or otherwise saying something incorrectly, accidental deletion of data, or forgetting an appointment. It has been argued by some critics that vehicle collisions are not truly accidents, given that they are mostly caused by preventable causes such as drunk driving and intentionally driving too fast, and as such should not be referred to as accidents . Since 1994,

152-489: A stroke have higher fall rates. Approximately 30% fall at least once a year and 15% fall twice or more. Risk factors for falls in stroke survivors are: Most people with Parkinson's disease (PD) fall and many experience recurrent falls. A study reported that over 50% of persons with PD fell recurrently. Direct and indirect causes of falls in patients with PD: There is a high prevalence of falls among persons with multiple sclerosis (MS), with approximately 50% reporting

228-702: A 2005 survey of injuries sustained at home, which used data from the National Vital Statistics System of the United States National Center for Health Statistics , falls, poisoning, and fire/burn injuries are the most common causes of accidental death. The United States also collects statistically valid injury data (sampled from 100 hospitals) through the National Electronic Injury Surveillance System administered by

304-539: A 30% chance of falling each year, making fall-related injuries the leading cause of accident-related death for this demographic. Current approaches to fall prevention are problematic because even though awareness is high among professionals that work with seniors and fall prevention activities are pervasive among community living establishments, fall death rates among older adults have more than doubled. The challenges are believed to be three-fold. First, insufficient evidence exists that any fall risk screening instrument

380-451: A 54% reduction in falls. After the age of 50, adults experience a decrease in muscle mass ( sarcopenia ) by approximately 2% every year. A systematic review concluded that resistance training can slow down the rate of loss in muscle mass and strength. It has been recommended that older adults participate in resistance training two to three times a week to weaken the effects of sarcopenia. Assistive technology can also be applied, although it

456-467: A MPE group and compared to a baseline of a control group. It was found that the MPE group had improvements in proprioception, or awareness in space, hand reaction time, and sway path compared to the control group. Home exercise programs have been tested to the individual needs of the participant. The home exercise program called T&E (Test and Exercise) was compared to two other fall prevention programs such as

532-431: A company's prospects. In economics, as in finance, risk is often defined as quantifiable uncertainty about gains and losses. Environmental risk arises from environmental hazards or environmental issues . In the environmental context, risk is defined as "The chance of harmful effects to human health or to ecological systems". Environmental risk assessment aims to assess the effects of stressors, often chemicals, on

608-739: A couple of studies that have found that an increase in muscle strength will also strengthen an older person’s balance due to their nervous and muscular systems are not as fully functional. One of these exercises is Tai-Chi, which not only improves balance, but also quality of life, flexibility, and strength. Environmental modifications, like improving lighting, removing tripping hazards, and repairing uneven surfaces, further contribute to fall prevention. Addressing these hazards within everyday settings helps make interventions practical and accessible, empowering older adults to actively engage in improving their stability and reducing fall risks. Challenges such as transportation barriers, gaps in care continuity, and

684-459: A dynamic surface. Stabilizer muscles in the trunk and lower extremities are activated through the balance aspect of the regiment. The trial also showed a significant improvement in walking speed which is a risk factor for morbidity, hospitalization, and disability. A meaningful change in walking speed is defined as an increase of 0.05 meters per second. The Resistance and Balance training group showed an improvement of 0.37 meters per second, contrasting

760-504: A fall risk. Physical and Occupational therapist use similar exercises to treat fall risk patients. Structured exercise programs allow seniors to reduce fall risk and generally increase quality of life. Proprioception (the ability to sense where the body is in a space) increases and muscular strength and endurance allow for older adults to help themselves if a fall where to occur. Another type of exercise that has been seen to be beneficial in decreasing fall risk, specifically in older women,

836-496: A fall within the past six months. About 30% of those individuals report falling multiple times. Studies suggest that men are twice as likely to fall as women. Common causes of falls in dementia include: Basophobia is a term used in many circumstances to describe the fear of falling in either normal or special situations. It refers to uncomfortable sensations that may be experienced by older people. These sensations can include lower-body weakness or loss of balance, which can induce

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912-488: A frightening sensation of falling that can lead to serious and potentially fatal injuries. Fear of falling has become a serious and common concern among older adults and impedes on one’s participation in daily activities. Negative consequences can result to impaired mobility, loss of independence, and a decreased quality of life. The state of an individual’s quality of life is important when regarding both positive and negative elements that may prohibit them from living life to

988-725: A high-cost physical therapist or longer-term wellness activity provided in a low-cost group setting. Neither arrangement is optimum in preventing falls over a large population, especially as these evidence-based physical exercise programs have limited effectiveness (approximately 25%). Even multifactorial interventions, which include extensive physical exercise , medication adjustment, and environmental modification only lower fall risk by 31% after 12 months, and by 21% after 24 months. Questions around effectiveness of current approaches (physical exercise and multifactorial interventions) have been found in multiple settings, including long-term care facilities and hospitals. The final challenge

1064-511: A higher prevalence of falls. Accidents are the most common cause of falls involving healthy adults, which may be the result of tripping on stairs, improper footwear, dark surroundings, slippery surfaces, uneven ground, or lack of exercise. Studies suggest that women are more prone to falling than men in all age groups. The most common injuries among younger patients occur in the hands, wrists, knees, and ankles. The home environment can present many hazards. Common places for injurious falls include

1140-405: A highly quantified way. The technique is usually referred to as probabilistic risk assessment (PRA). See WASH-1400 for an example of this approach. The incidence rate can also be reduced due to the provision of better occupational health and safety programmes. Security is freedom from, or resilience against, potential harm caused by others. A security risk is "any event that could result in

1216-608: A history of falls and 33.0% to 46.0% among those who do not have a history of falling. Basophobia and its related activity avoidance among the elderly may lead to a vicious cycle of falls and functional impairment. It is important to be aware of this when working with the older population and recommending preventive strategies. Many strategies include the participation in community and home-based exercise programs, cognitive behavioral therapy, yoga, meditation, and practicing good sleep hygiene. Restriction of these activities could lead to muscle weakness, postural instability, deconditioning and

1292-420: A history of falls. Beers Criteria is a list of medications that are potentially inappropriate for use in the elderly and some of them increase the risk of falls. Falls are well known amongst community-dwelling individuals ages 65 and older. The risk of fall-related incidents nearly doubles when individuals are institutionalized. The impact on different falls in certain situation of fall prevention programs on

1368-400: A large organization or simply crossing the road. Intuitive risk management is addressed under the psychology of risk below. Risk management refers to a systematic approach to managing risks, and sometimes to the profession that does this. A general definition is that risk management consists of "coordinated activities to direct and control an organization with regard to risk". ISO 31000 ,

1444-437: A lower fall risk. Due to pilates showing positive effects on balance, leg strength, and mental well-being, this allows older adults to be more physically and mentally strong. These factors can allow for elderly people to be more confident to decrease their fall risk. Studies have also found VR on Xbox Kinect is beneficial for an elderly persons’ balance and their fear of falling. A study conducted on 60 older individuals living in

1520-486: A nursing home participated in VR exercises on an Xbox Kinect for 30-45 minutes every week for 6 weeks. Once the study was completed, those in the intervention group were found to have better balance as well as a decreased score of fear of falling. Other forms of training, such as aerobic, anaerobic, and proprioceptive exercises can also be used to increase balance to lower the risk of falls in the elderly population. There have been

1596-431: A pool of risks including market risk, credit risk, operational risk, interest rate risk, mortality risk, longevity risks, etc. The term "risk" has a long history in insurance and has acquired several specialised definitions, including "the subject-matter of an insurance contract", "an insured peril" as well as the more common "possibility of an event occurring which causes injury or loss". Occupational health and safety

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1672-622: A simple summary, defining risk as "the possibility of something bad happening". The International Organization for Standardization (ISO) 31073 provides basic vocabulary to develop common understanding on risk management concepts and terms across different applications. ISO 31073 defines risk as: effect of uncertainty on objectives Note 1: An effect is a deviation from the expected. It can be positive, negative or both, and can address, create or result in opportunities and threats . Note 2: Objectives can have different aspects and categories, and can be applied at different levels. Note 3: Risk

1748-521: A variety of hazards that may result in accidents causing harm to people, property and the environment. In the safety field, risk is typically defined as the "likelihood and severity of hazardous events". Safety risks are controlled using techniques of risk management. A high reliability organisation (HRO) involves complex operations in environments where catastrophic accidents could occur. Examples include aircraft carriers, air traffic control, aerospace and nuclear power stations. Some HROs manage risk in

1824-428: Is adherence . Average adherence in group-based fall prevention exercise programs is around 66%, mostly due to the highly repetitive nature of the programs and the extremely long duration required for noticeable benefits accrue. Adherence to physical therapy can be even lower. When adherence is below 70%, effectiveness of fall prevention physical exercise programs can drop to less than 10%. Practitioners are aware that

1900-485: Is a high agreement on guidelines for fall prevention across clinical practices. These include (but are not limited to): the use of specific tests for gait and balance assessments, multifactorial interventions, medication review, physical exercises, vision and footwear intervention, physiotherapy referral, environment modification, risk stratification, management of osteoporosis and fracture risk, and cardiovascular interventions. Balance of Older adults can be examined through

1976-494: Is a questionnaire screening tool, used to provide individuals with an evaluation of their health risks and quality of life. Health, safety, and environment (HSE) are separate practice areas; however, they are often linked. The reason is typically to do with organizational management structures; however, there are strong links among these disciplines. One of the strongest links is that a single risk event may have impacts in all three areas, albeit over differing timescales. For example,

2052-574: Is a type of training shown to improve the postural system. Resistance training also has a positive impact on older adults. It is shown that it causes a major increase in strength and muscle size. It is important to combine muscle strengthening exercises and balance training together to ensure reduced risks of falls. An older adult should be focusing more on strengthening their legs, hip, and core muscles. Strengthening these muscles will provide them with more stability. These exercises may minimize or reduce physical frailty. The elderly population can benefit

2128-522: Is adequate for predicting falls. While the strongest predictors of fall risk tend to include a history of falls during the past year, gait , and balance abnormalities, existing models show a strong bias and therefore mostly fail to differentiate between adults that are at low risk and high risk of falling. Second, current fall prevention interventions in the United States are limited between short-term individualized therapy provided by

2204-416: Is an individual or collaborative undertaking planned to achieve a specific aim. Project risk is defined as, "an uncertain event or condition that, if it occurs, has a positive or negative effect on a project's objectives". Project risk management aims to increase the likelihood and impact of positive events and decrease the likelihood and impact of negative events in the project. Safety is concerned with

2280-476: Is concerned with occupational hazards experienced in the workplace. The Occupational Health and Safety Assessment Series (OHSAS) standard OHSAS 18001 in 1999 defined risk as the "combination of the likelihood and consequence(s) of a specified hazardous event occurring". In 2018 this was replaced by ISO 45001 "Occupational health and safety management systems", which use the ISO Guide 73 definition. A project

2356-403: Is important for older adults because it plays a major role in limiting the loss of muscle mass and strength, while also stimulating postural control. There are some exercise types that have a higher rate of effectiveness for prevention of falls than others. Postural training is one of the main key exercises to prevent falls. It focuses on improving balance and stability, which is important. Pilates

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2432-619: Is mostly reactive in case of a fall. Exercise as a single intervention has been shown to prevent falls in community-dwelling older adults. A systematic review suggests that having an exercise regimen that includes challenging balance workouts for three or more hours per week results in a lesser chance of falling. Resistance training has been shown to be beneficial beyond fall prevention, as it also helps improve functional mobility and activities of daily living such as walking endurance, gait speed, and stair climbing. Research explains that this significant increase in performance can be accomplished after

2508-432: Is narrowly focused on computer security, information risks extend to other forms of information (paper, microfilm). Insurance is a risk treatment option which involves risk sharing. It can be considered as a form of contingent capital and is akin to purchasing an option in which the buyer pays a small premium to be protected from a potential large loss. Insurance risk is often taken by insurance companies, who then bear

2584-420: Is pilates. Pilates has been found to be a safe form of exercise for older adults compared to a big gym setting due to its more serene and calm setting, which also can improve an older adult’s mental stability and their quality of life. Pilates was found to effectively improve balance which was able to decrease their risk of fall. Studies show that pilates leads to an increase in mobility as well which contributes to

2660-603: Is the "effect of uncertainty on objectives". The understanding of risk, the methods of assessment and management, the descriptions of risk and even the definitions of risk differ in different practice areas ( business , economics , environment , finance , information technology , health , insurance , safety , security etc). This article provides links to more detailed articles on these areas. The international standard for risk management, ISO 31000 , provides principles and general guidelines on managing risks faced by organizations . The Oxford English Dictionary (OED) cites

2736-736: Is the sole correct approach. Notable types and models include: Ishikawa diagrams are sometimes used to illustrate root-cause analysis and five whys discussions. Fall prevention Fall prevention includes any action taken to help reduce the number of accidental falls suffered by susceptible individuals, such as the elderly ( idiopathic ) and people with neurological ( Parkinson's , Multiple sclerosis , stroke survivors, Guillain-Barre , traumatic brain injury , incomplete spinal cord injury) or orthopedic (lower limb or spinal column fractures or arthritis , post-surgery, joint replacement , lower limb amputation , soft tissue injuries) indications. Adults aged 65 years and older have

2812-472: Is the use of computers to store, retrieve, transmit, and manipulate data. IT risk (or cyber risk) arises from the potential that a threat may exploit a vulnerability to breach security and cause harm. IT risk management applies risk management methods to IT to manage IT risks. Computer security is the protection of IT systems by managing IT risks. Information security is the practice of protecting information by mitigating information risks. While IT risk

2888-436: Is usually expressed in terms of risk sources, potential events, their consequences and their likelihood. This definition was developed by an international committee representing over 30 countries and is based on the input of several thousand subject-matter experts. It was first adopted in 2002 for use in standards. Its complexity reflects the difficulty of satisfying fields that use the term risk, in different ways. Some restrict

2964-445: Is walking with assistance (ie. cane or walker), and scores 0-20 designation is requiring a wheel chair. This test can be used as a measure of baseline ability and post intervention ability. Studies have shown that adults over the age of 65 are more prone to falls than younger, healthy adults. Most falls in older adults are due to: Living a sedentary lifestyle long term can increase loss of muscle function. Individuals who have had

3040-720: The Consumer Product Safety Commission . This program was revised in 2000 to include all injuries rather than just injuries involving products. Data on emergency department visits is also collected through the National Health Interview Survey . In The U.S. the Bureau of Labor Statistics has available on their website extensive statistics on workplace accidents. Many models to characterize and analyze accidents have been proposed, which can be classified by type. No single model

3116-638: The Tel Aviv Sourasky Medical Center with funding from the Michael J Fox Foundation and the European Commission , V-TIME projects a real-time image of participants' feet onto a large screen at eye-level while the participants are walking on a treadmill. The virtual environment introduces multiple physical and cognitive challenges while the participant is in dynamic motion. This one approach to motor-cognitive training

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3192-747: The bathtub and stairs . Changes to the home environment are aimed at reducing hazards and help support a person in daily activities; they include minimizing clutter, installing grab bars in the bathroom, and installing non-slip decals to slippery surfaces. Stairs can be improved by installing handrails on both sides, improving lighting, and adding colour contrast between steps. Improvement in lighting and luminance levels can aid elderly people in assessing and negotiating hazards. Occupational therapists can help clients improve fall prevention behaviours. In addition, they can instruct clients and their family members on factors that contribute to falls, and implement environmental modifications and strategies to decrease

3268-478: The variance (or standard deviation) of asset prices. More recent risk measures include value at risk . Because investors are generally risk averse , investments with greater inherent risk must promise higher expected returns. Financial risk management uses financial instruments to manage exposure to risk. It includes the use of a hedge to offset risks by adopting a position in an opposing market or investment. In financial audit , audit risk refers to

3344-452: The 0.11 meters per second improvement of the resistance training group. Dynamic balance, lower limb function, and walking speed are strong indicators of physical functionality and level of dependence. These skills are significant for preventing falls. The aim of medical management is to identify factors that can contribute to falls and fracture risk such as osteoporosis, multiple medications, balance and gait problems, loss of vision and

3420-538: The Burg Balance Scale. This test is useful for measuring the dependance of an older adult. The Burg Balance Scale can also be used to predict falls and postural balance inefficiencies through a 14 item test of functional movements the individual may be presented with throughout daily activities. Participants are scored and placed into levels of dependence based on their score. Individuals with the score 41-56 are designated as independent, scores 21-40 designation

3496-490: The Otago and Helsana programs. The T&E programs allowed for higher participation from the individuals which lead to a larger effect on their quality of life. The exercises most attuned for the prevention of falls includes multicomponent resistance training and specified balance training. Implementation of these exercises have been shown to reduce risk of falls and should be incorporated in exercise programs for older adults with

3572-513: The US National Highway Traffic Safety Administration has asked media and the public to not use the word accident to describe vehicle collisions. In the process industry, a primary accident may propagate to nearby units, resulting in a chain of accidents, which is called domino effect accident . Poisons, vehicle collisions and falls are the most common causes of fatal injuries. According to

3648-422: The age of 90. For older adults to gain confidence in resistance training, which may ultimately lead to falling prevention effects, they must obtain the recommended amount of daily activity. A clinical trial concluded that combining resistance and balance training showed a significant benefit in increasing stabilizer muscle strength and innervation through neuromuscular adaptions from performing resistance training on

3724-474: The appropriate equipment. The majority of older adults do not exercise regularly and 35% of people over the age of 65 do not participate in any leisurely physical activities. In older adults, physical training and perturbation therapy is directed to improving balance recovery responses and preventing falls. Gait-related changes in the elderly provide a greater chance of stability during walking due to slower speed and greater base of support, but they also increase

3800-585: The chance of slipping or tripping and falling. Appropriate joint moment generation is required to create sufficient push-off for balance recovery. Age-related changes in muscles, tendons, and neural structures may contribute to slower reactive responses. Interventions involving resistance training along with perturbation training may prove to be beneficial in improving muscle strength and balance recovery. Stroke exercises help patients regain mobility and strength in their bodies, and must be done regularly in order to regain muscle tone that helps prevent falls. One of

3876-711: The common methods of management, the measurements of risk and even the definition of risk differ in different practice areas. This section provides links to more detailed articles on these areas. Business risks arise from uncertainty about the profit of a commercial business due to unwanted events such as changes in tastes, changing preferences of consumers, strikes, increased competition, changes in government policy, obsolescence etc. Business risks are controlled using techniques of risk management . In many cases they may be managed by intuitive steps to prevent or mitigate risks, by following regulations or standards of good practice, or by insurance . Enterprise risk management includes

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3952-452: The compromise of organizational assets i.e. the unauthorized use, loss, damage, disclosure or modification of organizational assets for the profit, personal interest or political interests of individuals, groups or other entities." Security risk management involves protection of assets from harm caused by deliberate acts. Risk is ubiquitous in all areas of life and we all manage these risks, consciously or intuitively, whether we are managing

4028-432: The context of public health , risk assessment is the process of characterizing the nature and likelihood of a harmful effect to individuals or populations from certain human activities. Health risk assessment can be mostly qualitative or can include statistical estimates of probabilities for specific populations. A health risk assessment (also referred to as a health risk appraisal and health & well-being assessment)

4104-540: The earliest use of the word in English (in the spelling of risque from its French original, 'risque') as of 1621, and the spelling as risk from 1655. While including several other definitions, the OED 3rd edition defines risk as: (Exposure to) the possibility of loss, injury, or other adverse or unwelcome circumstance; a chance or situation involving such a possibility. The Cambridge Advanced Learner's Dictionary gives

4180-437: The fifth most common cause of death in older adults. 75% of hip fracture patients do not recover completely and show signs of overall health deterioration. Motor-cognitive training is increasingly viewed as the gold standard for healthy aging and fall prevention. One approach that has been researched is the introduction of semi-immersive virtual reality simulation during treadmill training . Initially conceptualized by

4256-510: The floor surface, and should be avoided. There are special handles and closed handgrips available in bathrooms and lavatories to help users bend down or over. For example, extra support for users when moving include walking sticks , crutches , and support frames, such as a walker . Flexible handles such as hanging straps can also be useful supports. Bifocal spectacles and trifocal eyeglasses are used to provide refractory correction ideal for reading (12–24 inches (30–60 cm) when

4332-572: The fullest. In some situations, the recurrent thought about falling has also been shown to lead to death within the elderly community. In a study done, experiences of falling were significantly associated with the fear of falling. The results showed that those who experienced falls within the previous month or previous year related their fall through recurrent thoughts of falling. This may lead to low self-confidence even when participating in nonhazardous activates. Rates of fear of falling in older adult communities range from 21.0% to 85.0% among those who have

4408-414: The importance of different adverse effects in a particular situation. The Society for Risk Analysis concludes that "experience has shown that to agree on one unified set of definitions is not realistic". The solution is "to allow for different perspectives on fundamental concepts and make a distinction between overall qualitative definitions and their associated measurements." The understanding of risk,

4484-444: The local environment. Finance is concerned with money management and acquiring funds. Financial risk arises from uncertainty about financial returns. It includes market risk , credit risk , liquidity risk and operational risk . In finance, risk is the possibility that the actual return on an investment will be different from its expected return. This includes not only " downside risk " (returns below expectations, including

4560-737: The majority of attendees. There are many exercise programs that the elderly population can use to help decrease risk of falls. Falls occur in 25% of the senior population above 65 years of age. And falls cause 32,000 deaths a year in the United States. One research done with older adults and balance showed that multicomponent exercise with both aerobic and anaerobic components provide positive outcomes together with specific balance integrations. The program combined balance, strength, and functional training, Another research has shown that Multi-system Physiological Exercise or MPE has potential to reduce risk of falls. This study placed 36 individuals into

4636-469: The methods and processes used by organizations to manage risks and seize opportunities related to the achievement of their objectives. Economics is concerned with the production, distribution and consumption of goods and services. Economic risk arises from uncertainty about economic outcomes. For example, economic risk may be the chance that macroeconomic conditions like exchange rates, government regulation, or political stability will affect an investment or

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4712-541: The most common but serious medical problems experienced by older adults . Nearly one-third of older people fall each year, half of which fall more than once per year. Over 3 million Americans over the age of 65 visited hospital emergency departments in 2015 due to fall-related injuries, with over 1.6 million being admitted. Because of decreased bone density due to osteoporosis , mobility, and reflexes, falls often result in hip fractures and other fractures, head injuries , and death in older adults. Accidental injuries are

4788-472: The most from exercising. Other preventative measures with positive effects include strength and balance training, home risk assessment , the withdrawal of psychotropic medication, cardiac pacing for those with carotid sinus hypersensitivity , and tai chi. Resistance exercise two or three times a week with ankle weights or elastic bands has been proven in tests to rebuild lost muscle mass, improve balance and strength, and reduce falls in adults of all ages: it

4864-544: The most important things for fall prevention in elderly populations is to stay physically fit. Specialized facilities and programs like seniors' parks are a good place to keep the elderly in shape and increase their resistance to falling. These facilities contain specialized equipment and training stations where elderly people can exercise. The parks usually have an extended amount of space and different stages reserved for different body exercises. Research suggests that participation in such programs successfully mitigates fall risk in

4940-543: The most successful approach to fall prevention utilizes a multimodal, motor-cognitive training approach that could be introduced to all adults over 65. The scientific basis of this approach is an understanding of how the dual-task paradigm induces neuroplasticity in the brain , especially in aging populations . This is driving a growing body of research that specifically links the cognitive sub-domains of attention and executive function (EF) to gait alterations and fall risk. Falls and fall-related injuries are among

5016-418: The need for sustained support for frail individuals are noted in the research. Long-term, sustainable fall-prevention programs benefit from partnerships between healthcare providers, caregivers, and community resources, helping to maintain independence and enhance quality of life for older adults. These efforts not only improve patient outcomes but also reduce the broader strain on healthcare systems, highlighting

5092-425: The possibility of losing some or all of the original investment) but also "upside risk" (returns that exceed expectations). In Knight's definition, risk is often defined as quantifiable uncertainty about gains and losses. This contrasts with Knightian uncertainty , which cannot be quantified. Financial risk modeling determines the aggregate risk in a financial portfolio. Modern portfolio theory measures risk using

5168-440: The potential that an audit report may fail to detect material misstatement either due to error or fraud. Health risks arise from disease and other biological hazards . Epidemiology is the study and analysis of the distribution, patterns and determinants of health and disease. It is a cornerstone of public health , and shapes policy decisions by identifying risk factors for disease and targets for preventive healthcare . In

5244-530: The rate differences of falls in elderly population has not been reported. As well as cognitive impairment, functional impairment, gait, and balance disorders, certain medications can increase fall risk factors for patients. At an advanced age, these risk factors are double and more likely to occur. It's important to identify the risk factors that increase the likelihood of injurious falls. State-level fall prevention strategies can also mitigate fall risk for community-dwelling older adults. Studies have shown that there

5320-590: The risk of falls. There is currently insufficient scientific evidence to ensure the effectiveness of modification of the home environment to reduce injuries. Evidence suggests that pre-discharge home assessments are associated with a reduced risk of falling. Important improvements to prevent falls include handrails and grab bars, which should be easy to grip or grasp and should be near any stairs or change in floor level. Floors should always be flat and level, with no exposed corners or edges. Patterned floors can be dangerous if they create misleading or distorted images of

5396-508: The societal value of comprehensive, community-based fall-prevention interventions. Risk In simple terms, risk is the possibility of something bad happening. Risk involves uncertainty about the effects/implications of an activity with respect to something that humans value (such as health, well-being, wealth, property or the environment), often focusing on negative, undesirable consequences. Many different definitions have been proposed. One international standard definition of risk

5472-422: The term to negative impacts ("downside risks"), while others also include positive impacts ("upside risks"). Some resolve these differences by arguing that the definition of risk is subjective. For example: No definition is advanced as the correct one, because there is no one definition that is suitable for all problems. Rather, the choice of definition is a political one, expressing someone's views regarding

5548-423: The uncontrolled release of radiation or a toxic chemical may have immediate short-term safety consequences, more protracted health impacts, and much longer-term environmental impacts . Events such as Chernobyl , for example, caused immediate deaths, and in the longer term, deaths from cancers, and left a lasting environmental impact leading to birth defects , impacts on wildlife, etc. Information technology (IT)

5624-428: The wearer looks downward through them. Reading glasses are not ideal for safe walking, where correction for 4.5–5 feet (137–152 cm) would be more appropriate. Studies show that balance, flexibility, strength, and motor-cognitive training not only improve mobility but also reduce the risk of falling. This may be achieved through group and home-based exercise programs or engagement with physical therapy clinics with

5700-626: Was first tested in New Zealand by the Otago Medical School in four controlled trials, in which about 1,000 older adults with an average age 84 participated. Falls among a test group that did the Otago routines three times a week for 12 months was 35% fewer than a control group that did not use the routines. Two similar 12-month tests were conducted in the US using residents in assisted and skilled nursing facilities with one group showing

5776-459: Was found to repeatedly reduce falls by 50% after 5 weeks of 15 sessions across multiple clinical trials and multiple indications (idiopathic, Parkinson's, Multiple sclerosis ). The biological manifestations of this improvement were identified through functional MRI , which showed changes in brain activity patterns for patients that were exposed to combined motor-cognitive training, as opposed to exclusively physical training. Physical activity

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