Early Warning Signs of Increased Fall Risk
Increased fall risk often appears as a combination of changes rather than a single warning sign. Changes in walking or balance, strength, daily movement, nighttime activity, bathroom patterns, sleep, cognition, medications, or overall health may warrant closer attention. A recent hospital or emergency department discharge can also represent an important change from an older adult’s previous baseline.
The most important signal is often what has changed for that individual resident. Recognizing deviations from a resident’s normal patterns can help care teams assess possible causes, intervene earlier when appropriate, and determine whether additional support or a care-plan adjustment may be needed.
Why Fall Risk Can Change Over Time
Fall risk is not static. An older adult’s mobility, strength, cognition, medications, sleep, toileting needs, activity level, and overall health can change over days or weeks. Illness, pain, weakness, dizziness, medication changes, or changes in urinary urgency, frequency, nocturia, or incontinence can also affect how safely a resident moves through their environment.
Transitions in care can create additional changes. After a hospitalization or emergency department visit, a resident may return with reduced strength or mobility, new medications, disrupted sleep, or a different daily routine. Even when a resident’s most recent fall-risk assessment has not changed, new patterns in everyday activity may provide care teams with additional context that warrants reassessment.
Early Warning Signs That May Indicate Increased Fall Risk
-
Changes in walking, mobility, or balance
Slower movement, difficulty transferring, unsteadiness, reduced walking, or other changes in normal mobility may indicate that a resident needs further assessment.
-
More nighttime activity or bed exits
A resident who begins getting out of bed more frequently, moving around more at night, or showing a significant change in nighttime routines may be experiencing a change worth investigating.
-
Changes in toileting patterns
New or worsening nocturia, urinary urgency, urinary frequency, incontinence, or increased bathroom visits can result in more frequent or hurried movement and may also reflect a change in the resident’s health.
-
Changes in sleep
Disrupted sleep, more time awake at night, changes in usual sleep duration, or altered sleep/wake patterns can provide additional context about changes in a resident’s condition or routine.
-
Changes in cognition or behavior
New confusion, disorientation, restlessness, or meaningful changes in usual behavior may affect how safely a resident navigates their environment and should warrant appropriate assessment.
-
Changes in health conditions or medications
Illness, pain, weakness, dizziness, changes in blood pressure, or new or adjusted medications can affect mobility, alertness, balance, or strength.
-
Reduced activity or more time in bed or a chair
A meaningful decline in daily movement or increased sedentary time can provide context for changes in strength, mobility, health, or overall function.
-
Recent hospital or emergency department discharge
A resident returning from acute care may have changes in strength, mobility, medications, cognition, sleep, or daily routines. Changes from the resident’s pre-hospital baseline can help care teams determine whether additional support may be needed.
Why Changes From a Resident’s Normal Baseline Matter
A single activity or event does not necessarily indicate increased fall risk. What matters is whether something has meaningfully changed for that individual resident. A resident who routinely gets up several times each night may have a very different baseline from someone who normally sleeps through the night. Similarly, a resident who has always had a lower activity level is different from a resident whose movement suddenly declines.
Establishing an individual baseline makes these changes easier to recognize. An increase in nighttime bathroom visits, more frequent bed exits, reduced daily movement, disrupted sleep, or significantly more time spent in bed or a chair can provide useful context when those patterns differ from the resident’s established routine. Care teams can then investigate what may be driving the change and determine whether reassessment, additional support, or a care-plan adjustment is appropriate.
How Zemplee Helps Identify Changes From Baseline
Zemplee uses passive, camera-free monitoring to help senior living care teams understand each resident’s normal activity patterns over time. By providing visibility into movement, nighttime activity, bathroom patterns, sleep, and time spent in bed or a chair, Zemplee can help surface meaningful deviations from an individual resident’s established routine.
For example, a resident who normally gets out of bed once each night may suddenly begin getting up four or five times, or a resident who is normally active during the day may begin spending significantly more time in bed or a chair. These changes do not necessarily mean that a fall will occur, but they can provide additional context that warrants closer attention.
Zemplee does not diagnose the cause of a change or determine that a resident is at increased clinical fall risk. Instead, it gives care teams additional visibility between staff interactions so they can assess what has changed, investigate possible causes, and determine whether intervention or a care-plan adjustment is appropriate.
What Should Care Teams Do When a Resident’s Patterns Change?
A change in a resident’s normal pattern should be treated as information that may warrant investigation—not as a diagnosis by itself. Care teams can first assess the resident and consider what may have changed in their health, mobility, medications, cognition, sleep, toileting needs, or environment.
If the change is meaningful, staff can determine the appropriate response—such as closer observation, clinical assessment, medication review, mobility support, toileting assistance, or another intervention based on the resident’s needs. Relevant observations can then be incorporated into the resident’s care plan, while continued monitoring can help the team understand whether the resident returns to baseline or whether the change persists.
Evidence From Senior Living: Fewer Falls With Passive Monitoring
In a six-month study at St. John’s Lutheran Community in Albert Lea, Minnesota, assisted-living residents using Zemplee experienced 9 total falls compared with 82 falls among residents in the control group—approximately 9× fewer falls. Both groups lived on the same floors and received care from the same staff.
The Zemplee group achieved these observed outcomes using passive monitoring without cameras or wearable devices. The study also reported that unwitnessed falls were approximately 8× more common among non-Zemplee residents, while all fall-related injuries and hospitalizations occurred in the control group. The Zemplee cohort had higher prevalence of several fall-related and cognitive diagnoses at baseline.
Frequently Asked Questions About Early Warning Signs of Fall Risk
What are the early warning signs that an older adult’s fall risk may be increasing?
Increased fall risk may appear as changes in walking or balance, strength, daily movement, nighttime activity, bathroom patterns, sleep, cognition, medications, or overall health. A recent hospital or emergency department discharge can also represent an important change from the resident’s previous baseline. The most meaningful warning sign is often a combination of changes or a significant deviation from what is normal for that individual.
Why is a change from a resident’s normal baseline important for fall risk?
A single behavior or event may not indicate increased fall risk. What can be more meaningful is a change from the resident’s established pattern. For example, suddenly increasing from one nighttime bathroom visit to four or five, moving significantly less during the day, or spending much more time in bed may warrant closer attention. Understanding an individual resident’s baseline gives care teams additional context for recognizing meaningful changes and deciding when reassessment may be appropriate.
Can a recent hospital or emergency department visit increase fall risk?
A recent hospital or emergency department visit can coincide with important changes in a resident’s condition. A resident may return with reduced strength or mobility, medication changes, disrupted sleep, cognitive changes, or a different daily routine. Comparing activity after discharge with the resident’s previous baseline can help care teams recognize meaningful changes and determine whether reassessment or additional support may be needed.
Can changes in toileting patterns signal increased fall risk?
Changes in toileting patterns can provide important context for fall risk. New or worsening nocturia, urinary urgency, urinary frequency, incontinence, or increased nighttime bathroom visits can lead to more frequent or hurried movement between the bed and bathroom. A significant change from a resident’s normal toileting pattern may also indicate a change in health or function that warrants further assessment.
Can passive monitoring help identify early changes associated with fall risk?
Yes. Passive monitoring can help care teams recognize changes in activity patterns such as movement, nighttime bed exits, bathroom activity, sleep, and time spent in bed or a chair. Rather than diagnosing increased fall risk, these changes provide additional context that staff can use to assess the resident, investigate possible causes, and determine whether additional support or a care-plan adjustment may be appropriate.
Explore Fall Prevention in Senior Living
Learn how senior living communities can recognize changing fall risk, improve care-team visibility, and take a more proactive approach to resident safety.
Recognize Changes Earlier
Connect with our team to see how Zemplee can help care teams recognize meaningful changes in resident activity patterns, investigate changes from baseline, and support more proactive fall-risk management.