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Smart Reasoning:

C&E

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Qaagi - Book of Why

Causes

Effects

too many false positives and alertscan leadto “ alert fatigue

produce many more false positivesresultingin alert fatigue

too many alerts and notificationscausealert fatigue and

providers ... too many alertscan resultin “ alert fatigue

Further , most have high alerting rates with many false positivesresultingin alert fatigue

Too many alerts , the researcherscan leadto alert fatigue

The result ... false positivescausealert fatigue

Too many alerts ... unlikely eventscould leadto alert fatigue

Systems that send out too many alertsresultin alert fatigue

Too many alerts on CPOE systemscan resultin alert fatigue

often too many alerts are displayedresultingin alert fatigue

Over - alerting and false positivescan resultin alert fatigue

too many alerts and alerts that are hard to consume(passive) is caused byAlert fatigue

too many alerts for non - critical eventsleadsto alert fatigue

too many alerts — including false alertsresultsin “ alert fatigue

false positives or spikesleadto alert fatigue

false positives ... which are knownto causealert fatigue

False alarms ( aka false positivescan leadto “ alert fatigue

Are you drowning in noise and false positivesresultingin alert fatigue

Over - alerting and an abundance of false positivescan resultin alert fatigue

Monitoring setups with too many alerts configured will tend to be noisyleadsto alert fatigue

Too many alerts , or alerts for situations that are n't actually fixablecan leadto alert fatigue

generates a lot of false positivesresultingin alert fatigue

a high percentage of false positivescan causealert fatigue

too much noise , most of which consists of false positivesresultin alert fatigue

large volumes of alerts and false positivesresultin " alert fatigue

False positives and alerts that are perceived as unimportantcan leadto alert fatigue

that relying on this technology can result in too many notifications and false positivescreatingalert fatigue

Many " early warnings ... false positivesleadto alert fatigue

information overload for the userscausingalert fatigue

information overload rather than(passive) triggered byalert - fatigue

False positives — Because they are based on rigid , predefined rules and signatures , there is a high level of false positivesleadingto alert fatigue

Many “ early warnings ” end up being false positivesleadingto alert fatigue

when excessive false positives generate an unmanageable deluge of alertsresultingin alert fatigue

causing a lot of false alarmscontributingto alert fatigue

false alarms for on - call engineerscreatealert fatigue

A large number of false alarmscan leadto alert fatigue

Legacy solutions struggled with false positives and false negativescreatingalert fatigue

The traditional SIEM generates a high volume of false positivesresultingin " Alert Fatigue

false positives : thresholds that are set too tight and alert constantlyleadingto alert fatigue

the overwhelming burnout(passive) caused bythe overwhelming burnout

serious burnoutis causingserious burnout

to similar mistakes in the futureleadingto similar mistakes in the future

to frustration , misuse of labor time , and disorganization in a DevOps teamcan leadto frustration , misuse of labor time , and disorganization in a DevOps team

to OR fatalitiesleadsto OR fatalities

alleviates issues(passive) caused byalleviates issues

Overrides(passive) caused byOverrides

to clinician burnout , dissatisfaction , and turnovercontributesto clinician burnout , dissatisfaction , and turnover

ungainly user experience or agita(passive) caused byungainly user experience or agita

in fast if there are too many of themto setin fast if there are too many of them

to the problem of medical errorscontributesto the problem of medical errors

a different type of medication error(passive) caused bya different type of medication error

security analysts to miss real threats because they are forced to wade through thousands of false alarms every daycan causesecurity analysts to miss real threats because they are forced to wade through thousands of false alarms every day

safety alerts to be ignored because they are triggered so oftencan causesafety alerts to be ignored because they are triggered so often

to situations where clinicians simply turn off all alertsleadsto situations where clinicians simply turn off all alerts

clinicians to override both significant and insignificant alertsmay causeclinicians to override both significant and insignificant alerts

clinicians to either ignore or override alertscausingclinicians to either ignore or override alerts

clinicians to tune out truly critical warningscausesclinicians to tune out truly critical warnings

to physician burnout , which is a big problem in large healthcare systems using multiple health information technology ( HIT ) systems that generate large amounts of alerts , such as : electronic health record ( EHR ) systems , hospital information systems ( HIS ) , laboratory information systems ( LIS ) , and othersleadsto physician burnout , which is a big problem in large healthcare systems using multiple health information technology ( HIT ) systems that generate large amounts of alerts , such as : electronic health record ( EHR ) systems , hospital information systems ( HIS ) , laboratory information systems ( LIS ) , and others

in and IT often ignores or deletes them - even those bringing attention to a critical disruptionsetsin and IT often ignores or deletes them - even those bringing attention to a critical disruption

clinicians to mistrust the CDS system and ultimately ignore the promptsleadsclinicians to mistrust the CDS system and ultimately ignore the prompts

clinicians to ignore computer - generated alarms about potential drug riskswas causingclinicians to ignore computer - generated alarms about potential drug risks

clinicians to tune out , miss key notifications and result in poor compliance with care protocolscan causeclinicians to tune out , miss key notifications and result in poor compliance with care protocols

to behaviors in health care that might seem fine until the day they cause a tragedycan leadto behaviors in health care that might seem fine until the day they cause a tragedy

clinicians to ignore decision support or press for its deactivation , thereby decreasing the overall effectiveness of the systemcausingclinicians to ignore decision support or press for its deactivation , thereby decreasing the overall effectiveness of the system

clinicians to override both important and unimportant alerts , in a manner that compromises the desired safety effect of integrating decision support into CPOEmay causeclinicians to override both important and unimportant alerts , in a manner that compromises the desired safety effect of integrating decision support into CPOE

prevent security teams from paying attention to the sea of alerts they face dailysets in and apathy and volumeprevent security teams from paying attention to the sea of alerts they face daily

cognitive overload for a patient ’s caregiverscan causecognitive overload for a patient ’s caregivers

in many notificationsresultsin many notifications

them to start ignoring alertsmay leadthem to start ignoring alerts

in ... a condition where the user blithely ignores the well intentioned alertsto setin ... a condition where the user blithely ignores the well intentioned alerts

to serious issuescan leadto serious issues

in them not responding to the alerts that are setresultsin them not responding to the alerts that are set

to many alerts being ignoredleadingto many alerts being ignored

an alarm to help keep you alert when you know you have a long journey aheadsetan alarm to help keep you alert when you know you have a long journey ahead

them to ignore important alertscausesthem to ignore important alerts

when one is constantly exposed to alarms warning of imminent dangerresultswhen one is constantly exposed to alarms warning of imminent danger

in with console warningsto setin with console warnings

significant events to be ignoredmay causesignificant events to be ignored

healthcare providers to tune out important safety warningscausinghealthcare providers to tune out important safety warnings

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Smart Reasoning:

C&E

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