Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics...

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Health Informa.cs to Track Quality Leo Anthony Celi MD MS MPH Ins.tute for Medical Engineering and Science, MIT Beth Israel Deaconess Medical Center, Harvard Medical School

Transcript of Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics...

Page 1: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

HealthInforma.cstoTrackQuality

LeoAnthonyCeliMDMSMPHIns.tuteforMedicalEngineeringandScience,MIT

BethIsraelDeaconessMedicalCenter,HarvardMedicalSchool

Page 2: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

Everysystemisperfectlydesignedtoachievetheresultsthatitgets.

Page 3: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

WhatisQuality?

•  Noclear,universallyagreedupondefini.onofhealthcarequality

•  Mul.pledefini.onsexistfromdifferentorganiza.onsandrepresentthevaluesoftheorganiza.on

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•  Safe•  Effec.ve•  Pa.ent-centered•  Timely•  Efficient•  Equitable

SixWorthyAimsaccordingtoIHI

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• Noneedlessdeaths• Noneedlesspainorsuffering• Nounwantedwaits• Nohelplessness• Nowaste

Page 6: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH
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Iftheairlineindustrytoleratedtheerrorratethathealthcareindustrydoes,therewouldbe3jumbojetcrashesevery2days.

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WhyisHealthcareUnsafe?

•  Lackofawarenessofmagnitudeoftheproblem

•  Perceivedasunusualevents–“outliers”•  Pooroutcomesfromerrorblamedoncomplica.onofdiseaseorinherentriskofprocedure,e.g.hospital-acquiredinfec.on

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WhyisHealthcareUnsafe?

•  Healthcareculturenotpar.cularlyconduciveforerrordetec.on

•  Mistakesareunacceptable•  Errorasfailureofcharacter– “Youweren’tcarefulenough.“– “Youdidn’ttryhardenough.”

•  Relianceonindividualsnottocommiterrorsratherthanassumingthattheywill

Page 10: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

MedicalerrorsarecommiZedbycompetent,caringpeopledoingwhatothercompetent,caringpeoplewoulddo

“Qualityproblemsoccurnotbecauseofafailureofgoodwill,knowledge,effort,orresourcesdevotedtohealthcare,butbecauseoffundamentalshortcomingsinthewayscareisorganized.”

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BUTHealthcareisDifferent!

•  Anesthesia:1deathper200,000cases25xmoredangerousthanflying•  Morethan155,000possiblediagnoses,morethan7,800possibleinterven.ons

•  Industriesofhighintrinsichazardsarealsocomplicated(andyetmuchsafer)!

•  Maindifference:organiza.onanddesign

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OtherHighRiskIndustries:•  Focusedonintegra.ngnewdiscoveriesanddisciplinesintowell-harmonizedsystems

•  Relentlesslyrigorousiniden.fyingwhendesignsareinadequate

•  Constantlylookoutforunan.cipatedoutcomes•  Detec.ngerrorsandconver.ngthemintoexper.searecrucialtoopera.ons

Healthcarevs.OtherHighRiskIndustries

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Healthcarevs.OtherHighRiskIndustries

Healthcare:•  Organizedaroundguilds(doctors,nursing,pharmacy)

andspecial.es•  “Design”aresultofhistorical,poli.calandeconomic

forces,nottheanaly.calconsidera.onofhowtoachievethebestresults

•  Nursesanddoctorsexpectedtoconstantlyworkaroundto“getthejobdone”

•  SamebaZlesfoughteverydaybutliZleheadwayinmakingthingsbeZer

Page 14: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

The definition of insanity is continuing to do the same thing over and over again and expecting a different result.

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BarrierstoQualityImprovement•  Old-stylecontrol-orientedmanagement•  Strongsenseofprofessionalhierarchyanden.tlement

•  Lackofintegra.onofthehealthcaresystemwithcommunityresources

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MeasuringQuality

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ElementsofQuality:1.Applica.onofevidence-basedinterven.onstoindividualpa.ents

everysingle.me

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Evidence-BasedMedicine

•  Prospec.verandomizedcontrolledtrial(PRCT)isconsideredgoldstandard

•  PRCTs–  provideaverageeffect–  evaluates1interven.onata.me–  haveinclusionandexclusioncriteriathatlimitexternalvalidity

•  Errorsandbiasesabound:1/3ofthemostcitedoriginalclinicalresearchlaterrefuted(Ioannidis,JAMA2005)

Page 20: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH
Page 21: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

“… half of what we know might be wrong, and the other half useless…”

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Evidence-BasedMedicine

•  2007analysisof>1000Cochranesystema.creviews– 49%:currentevidencedoesnotsupporteitherbenefitorharm

– 96%:addi.onalresearchisrecommended

•  Mostofwhatcliniciansdohasneverbeenformallyputtothetest

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Measuring“effec.vecare”islimitedtoafewdiagnosesand

narrowinscope.

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ElementsofQuality:Service

Compassion

Goodpa.ent-providercommunica.onShareddecision-making

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•  Pa.ents’percep.onofqualityiscoloredbywhetherornottheirexpecta.onsweremet.

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ElementsofQuality:3.Teamworkandcultureofquality

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CultureofQuality

•  Pertainstohoweverymemberofthesystem,healthcareproviderornot,isempoweredandcommiZedtoimprovingprocessesandcon.nuouslearning

•  Notcurrentlymeasuredbyhospitalaccredita.onorganiza.ons

•  Pa.entsandprovidersareopenoblivioustothiselementofquality

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TheHolyGrail:DigitalQualitySystem

•  Tracksallthecomponentsofqualitycon.nuouslyandinreal-.me(vs.episodicretrospec.vereports)

•  Providesac.onableitemsatthepoint-of-care

Page 29: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

WheredoesmHealthcomein?

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mHealthandQualityImprovement

•  Providesevidence-basedmedicineatthepoint-of-careandallowsstandardiza.onofcare

•  Facilitatescommunica.onbetweendifferentprovidersandbetweenpa.entsandproviders

•  Documentsprocessesofcareandoutcomesinamachine-readyformatforresearch

Page 31: Health Informacs to Track Quality - People | MIT CSAILpeople.csail.mit.edu/psz/6.872/n/Informatics and Quality.pdf · Health Informacs to Track Quality Leo Anthony Celi MD MS MPH

SecondaryAnalysisofHealthData