| Course | NR 599 Nursing Informatics for Advanced Practice |
|---|---|
| Week | 3 |
| Paper type | Alert fatigue brief |
| Length | About 1,120 words, 5 pages |
| Format | APA 7 student paper |
| School | Chamberlain University |
| Program | MSN, Nursing Informatics |
| Updated | October 2026 |
Free sample paper for NR 599 Week 3
Alert Fatigue Brief: The Interruptive "Fall Risk Reassessment Due" Alert, Firing 1,240 Times a Month on One Unit, 92% Dismissed, and a Configuration That Keeps the Signal
Student Name
College of Nursing, Chamberlain University
NR 599: Nursing Informatics for Advanced Practice
Instructor Name
Month Day, Year
Alert Fatigue Brief: The Interruptive "Fall Risk Reassessment Due" Alert, Firing 1,240 Times a Month on One Unit, 92% Dismissed, and a Configuration That Keeps the Signal
To and Purpose
To: Clinical Decision Support Committee. From: Nursing informatics, orthopedic and medical unit. Purpose: request reconfiguration of one rule, described below, at the November meeting.
One Rule, Described as Configured
Rule name in the build: "Fall Risk Reassessment Due." Type: interruptive pop-up. Trigger: a registered nurse opens a patient's chart and the last "Morse Fall Scale Total" was filed more than 12 hours earlier. Display: a modal window with two buttons, "Document Now" and "Dismiss," and a required reason for dismissal from a list of three ("Will document later," "Patient off unit," "Other"). It re-fires on every chart opening until the score is filed.
Firing Behavior in Figures
June 2026, our unit, from the alert log:
Firings: 1,240.
Unique patient-shifts on which it fired: 410.
Firings per affected patient-shift: about 3.
Dismissed: 1,141 (92%). Of dismissals, "Will document later": 1,060.
"Document Now" selected: 99 (8%).
Morse score filed within 30 minutes of a firing: 76 firings (6%).
Fall precautions changed within 2 hours of a firing: 5 firings (0.4%).
Firings in the first 20 minutes of a shift: 61%, when nurses are opening charts for handoff.
The Dismissal Rate Belongs to the Rule
A 92% dismissal rate describes the rule, not the nurses. Most firings happen at handoff, when nurses open every chart to read it, not to assess fall risk. The reassessment is not yet possible because the nurse has not seen the patient. The rule interrupts at the one moment the action it asks for cannot be done, then fires again two more times before the nurse reaches the bedside. Ancker et al. (2017) found that acceptance falls as alerts repeat and workload rises; this rule does both. Clinicians override most safety alerts, often for reasons that make sense given an alert's timing and content (van der Sijs et al., 2006).
Recommending education or reminders would ask nurses to treat a badly timed alert as if it were well timed. The problem is in the build.
A Remedy a Builder Could Configure
Three changes, each a configuration rather than a new tool:
1. Change the rule from interruptive to passive for routine reassessment: an orange clock icon on the unit's patient list and in the nurse's worklist, with no pop-up.
2. Keep an interruptive alert only for patients with a fall in the last 72 hours or a new order for a sedating medication, opioid or diuretic since the last score. In June, these conditions would have applied to about 1 firing in 8.
3. Suppress all firings in the first 45 minutes of a nurse's shift.
Phansalkar et al. (2013) recommend that interruptive alerts be reserved for high-severity situations; the second change applies that principle.
What the Quiet Costs
Every suppression buys quiet with some risk.
Change 1 removes the interruption for stable patients. A nurse who misses the icon could leave a reassessment late. Since the score changed in about one reassessment in eight in my earlier observation, and fewer for stable patients, a late routine score would rarely alter precautions, but it could.
Change 3 delays the alert until after handoff. A patient whose condition changed overnight would not trigger an alert in the first 45 minutes, though the night nurse's handoff report should cover that change.
The safety signal removed is a prompt for a late reassessment in a patient whose risk changed for a reason the rule cannot see, such as new confusion. The interruptive alert in change 2 covers medications and falls; it does not cover new confusion. That gap should be stated plainly.
How the Change Would Be Watched
Monthly for three months after the change: firings, dismissal rate, share of reassessments filed within 2 hours of being due, and the unit's fall rate set against its own previous six months. If reassessments filed on time fall below 85%, or falls rise above the unit's six-month upper limit, the committee reviews the change.
How This Alert Came to Be
The rule was built in 2021 after an external survey found fall risk reassessments overdue on several units. It was designed to fix a compliance figure, and it did: on-time reassessments rose from 71% to 94%. Nobody measured whether falls changed. The rule has run unchanged since, and its firing count has grown with the number of charts each nurse opens. This history matters because the committee is being asked to reconfigure a rule that achieved its original goal; the argument is that the goal was a documentation figure rather than a patient outcome, and that the cost has grown since.
Who Sees the Alert Now, and Who Would
Today, every registered nurse who opens the chart sees the pop-up, including nurses covering a break, the charge nurse reviewing assignments and the wound nurse visiting once. In June, 31% of firings went to a nurse who was not the patient's assigned nurse that shift. Those nurses cannot document the reassessment and dismiss the alert every time. Under the proposed configuration, the passive icon appears for everyone, but the interruptive alert for high-risk conditions fires only for the assigned nurse.
What Builders Need to Know
The changes use features our record already supports: a passive indicator column, a rule criterion based on medication orders in a defined class and a criterion based on time since shift start. The clinical informatics analyst estimates about six hours to build and test. No vendor work is needed.
What Nurses Were Asked
I shared the proposed configuration with twelve nurses from day and night shifts. Ten preferred it. Two asked that the passive icon be visible from the hallway workstation display, which is possible. One asked how a nurse would know about new confusion, which led to the gap being stated above.
What Other Hospitals Have Done
Two hospitals in our region using the same record have converted their reassessment alerts to passive indicators in the past two years. Their informatics leads told me that on-time reassessment fell slightly at first and recovered within two months, and neither saw a rise in falls. That is informal evidence, not a study, but it suggests the change is workable.
Decision Requested
Approve the three changes for a three-month pilot on this unit from 1 December 2026, with the measures above.
References
Ancker, J. S., Edwards, A., Nosal, S., Hauser, D., Mauer, E., & Kaushal, R. (2017). Effects of workload, work complexity, and repeated alerts on alert fatigue in a clinical decision support system. BMC Medical Informatics and Decision Making, 17, Article 36. https://doi.org/10.1186/s12911-017-0430-8
Phansalkar, S., van der Sijs, H., Tucker, A. D., Desai, A. A., Bell, D. S., Teich, J. M., Middleton, B., & Bates, D. W. (2013). Drug-drug interactions that should be non-interruptive in order to reduce alert fatigue in electronic health records. Journal of the American Medical Informatics Association, 20(3), 489-493. https://doi.org/10.1136/amiajnl-2012-001089
van der Sijs, H., Aarts, J., Vulto, A., & Berg, M. (2006). Overriding of drug safety alerts in computerized physician order entry. Journal of the American Medical Informatics Association, 13(2), 138-147. https://doi.org/10.1197/jamia.M1809
What the NR 599 Week 3 assignment asks for
The Week 3 brief is short, addressed and aimed at a decision. Name one rule or one family of rules, not alert fatigue in general. Describe it as configured: trigger, type, display and when it repeats. Give its behavior in numbers: how often it fires, to whom and what share of firings leads to any change. Present the dismissal rate as a property of the rule. Propose a remedy a builder could configure, separating interruptive from passive alerts. Name the safety signal any suppression removes. Most rubrics mark down a brief that blames clinicians, a brief with no specific rule and a remedy that pretends quiet costs nothing.
How the NR 599 Week 3 example is put together
The sample's rule fires on chart opening when the last Morse score is over 12 hours old, with a required dismissal reason. June figures show 1,240 firings, 92% dismissed, 6% followed by a score and 0.4% by a change in precautions, with 61% in the first 20 minutes of a shift. The dismissal rate is explained by timing at handoff. Three changes follow: passive display for routine reassessment, interruptive alerts only after a fall or a new high-risk medication, and suppression at shift start. The signal removed and the gap for new confusion are stated. History, who sees the alert, build effort, nurses' views, regional experience, measures and the decision close it.
NR 599 Week 3 rubric: what full points look like
Losing most is the brief that blames clinicians and recommends education; this brief places the 92% dismissal rate on the rule's timing. A brief with no rule in it gives nothing to reconfigure, while this one names a rule as built. Proposing a remedy without naming the safety signal it removes costs a row, and each change here has its cost stated, including a gap. Mixing interruptive and passive alerts loses marks, and the remedy separates them. Firing figures down to the shift minute earn the evidence criterion. Measures for watching the change complete the brief. Reporting that most firings reach nurses who cannot act on them shows the rule's targeting is wrong as well as its timing.
Common NR 599 Week 3 mistakes, and how to avoid them
Weak NR 599 Week 3 briefs describe alert fatigue as a general problem. Others recommend reminding nurses to respond to alerts. Many never name the rule or describe how it is configured. Dismissal rates are often blamed on users. Remedies are presented as free. Pick one rule, pull its firing log, find when and to whom it fires and what happens after, and propose a configuration change a builder could make. Then state what the change gives up. If your alert differs, send its trigger and firing figures, and a sample brief can be written the same way. Ask a few nurses what they would lose if the alert became passive.
Get a NR 599 Week 3 example written to your instructions
Send the Week 3 instructions with any scenario or template your classroom supplies, and the rule you want examined. A custom example is written to that scenario and returned inside 24 to 48 hours, the first one free. Your employer's own firing data belongs to your employer and never travels to us, so the example works from constructed figures.
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NR 599 Week 3 questions, answered
What if I have no real firing data?
Construct it and say so on the page. A brief built on figures labeled illustrative, with the reasoning done properly, outscores one quoting a real extract and then reasoning carelessly. What cannot be constructed is the shape of the argument: the window, the recipients and the action rate still have to be stated, because the remedy hangs off all three of them.
Can the recommendation be to leave the rule alone?
Yes, and it makes a strong paper when the evidence points there. A rule that fires rarely and changes an order most times it fires is doing its job, and saying so demonstrates the same judgment as recommending suppression would. What loses points in either direction is a recommendation with no cost attached to it, since both directions carry one.
How is this different from writing about alarms at the bedside?
Device alarms are a monitoring problem with a literature of their own. This brief sits inside the record, where the warning was generated by a rule somebody wrote and can be rewritten by somebody else. Sections vary in how strictly they hold that line, so read the prompt, but an advanced practice brief is normally expected to argue at the level of the rule.
Where can I find a free NR 599 Week 3 sample paper?
The full alert fatigue brief on a fall risk reassessment alert, with firing figures and a configurable remedy, is on this page.
Why is the alert dismissed so often in the NR 599 Week 3 brief?
Most firings happen at handoff, when nurses open charts to read them and cannot yet assess the patient, and it repeats about three times per patient-shift.