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BiomedicalandHealthInformatics:CareersandOpportunitiesattheIntersectionofComputer
ScienceandBiomedicine
WilliamHersh,MD,FACP,FACMIProfessorandChair
DepartmentofMedicalInformatics&ClinicalEpidemiologyOregonHealth&ScienceUniversity
Portland,OR,USAEmail:[email protected]:www.billhersh.info
Blog:http://informaticsprofessor.blogspot.comTwitter:@williamhersh
ReferencesAdams,JandKlein,J(2011).BusinessIntelligenceandAnalyticsinHealthCare-APrimer.Washington,DC,TheAdvisoryBoardCompany.http://www.advisory.com/Research/IT-Strategy-Council/Research-Notes/2011/Business-Intelligence-and-Analytics-in-Health-CareAnonymous(2008).InformationBehaviouroftheResearcheroftheFuture.London,England,CentreforInformationBehaviourandtheEvaluationofResearch.http://www.jisc.ac.uk/media/documents/programmes/reppres/ggworkpackageii.pdfAnonymous(2012).HealthITandPatientSafety:BuildingSaferSystemsforBetterCare.Washington,DC,NationalAcademiesPress.Anonymous(2015).CompensationSurvey2015.Chicago,IL,HealthcareInformationManagementSystemsSociety.https://apps.himss.org/himssorg/compensation/ASP/index.aspAnonymous(2016).2016HealthcareInformationTechnologySalaryReport,HealthITJobs.com.https://www.healthitjobs.com/healthcare-it-careers-resources/2016-healthitjobs-health-it-salary-survey.aspxCarayon,PandKarsh,BT(2010).IncorporatingHealthInformationTechnologyIntoWorkflowRedesign.Rockville,MD,AgencyforHealthcareResearchandQuality.http://www.innovations.ahrq.gov/content.aspx?id=3048Coiera,E(2007).Puttingthetechnicalbackintosocio-technicalsystemsresearch.InternationalJournalofMedicalInformatics.76(Supp1):98-103.Davenport,THandPatil,DJ(2012).DataScientist:TheSexiestJobofthe21stCentury.HarvardBusinessReview,October,2012.http://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century/Friedman,CP(2009).A'fundamentaltheorem'ofbiomedicalinformatics.JournaloftheAmericanMedicalInformaticsAssociation.16:169-170.Friedman,CP,Wong,AK,etal.(2010).Achievinganationwidelearninghealthsystem.ScienceTranslationalMedicine.2(57):57cm29.http://stm.sciencemag.org/content/2/57/57cm29.fullGeissbuhler,A,Kimura,M,etal.(2011).Confluenceofdisciplinesinhealthinformatics:aninternationalperspective.MethodsofInformationinMedicine.50:545-555.Glaser,J(2012).FromtheTransaction-BasedEHRtotheIntelligence-BasedEHR.Hospital&HealthNetworks,August14,2012.http://www.hhnmag.com/hhnmag/HHNDaily/HHNDailyDisplay.dhtml?id=6510004866
Greenes,RAandShortliffe,EH(1990).Medicalinformatics-anemergingacademicdisciplineandinstitutionalpriority.JournaloftheAmericanMedicalAssociation.263:1114-1120.Greiner,ACandKnebel,E,Eds.(2003).HealthProfessionsEducation:ABridgetoQuality.Washington,DC,NationalAcademiesPress.Halamka,JDandTripathi,M(2017).TheHITECHErainRetrospect.NewEnglandJournalofMedicine.377:907-909.Hasman,A,Ammenwerth,E,etal.(2011).Biomedicalinformatics--aconfluenceofdisciplines?MethodsofInformationinMedicine.50:508-524.Haux,R(2010).Medicalinformatics:past,present,future.InternationalJournalofMedicalInformatics.79:599-610.Hersh,W(2009).Astimulustodefineinformaticsandhealthinformationtechnology.BMCMedicalInformatics&DecisionMaking.9:24.http://www.biomedcentral.com/1472-6947/9/24/Hersh,W(2012).FromImplementationtoAnalytics:TheFutureWorkofInformatics.InformaticsProfessor,April1,2012.http://informaticsprofessor.blogspot.com/2012/04/from-implementation-to-analytics-future.htmlHersh,WR(2014).HealthcareDataAnalytics.HealthInformatics:PracticalGuideforHealthcareandInformationTechnologyProfessionals,SixthEdition.R.HoytandA.Yoshihashi.Pensacola,FL,Lulu.com:62-75.Hersh,WR,Weiner,MG,etal.(2013).Caveatsfortheuseofoperationalelectronichealthrecorddataincomparativeeffectivenessresearch.MedicalCare.51(Suppl3):S30-S37.Kleinke,JD(2005).Dot-gov:marketfailureandthecreationofanationalhealthinformationtechnologysystem.HealthAffairs.24:1246-1262.Kulikowski,CA,Shortliffe,EH,etal.(2012).AMIABoardwhitepaper:definitionofbiomedicalinformaticsandspecificationofcorecompetenciesforgraduateeducationinthediscipline.JournaloftheAmericanMedicalInformaticsAssociation.19:931-938.Lowry,SZ,Quinn,MT,etal.(2012).TechnicalEvaluation,Testing,andValidationoftheUsabilityofElectronicHealthRecords.Gaithersburg,MD,NationalInstituteforStandardsandTechnology.http://www.nist.gov/healthcare/usability/upload/EUP_WERB_Version_2_23_12-Final-2.pdfMandel,JC,Kreda,DA,etal.(2016).SMARTonFHIR:astandards-based,interoperableappsplatformforelectronichealthrecords.JournaloftheAmericanMedicalInformaticsAssociation:Epubaheadofprint.Mandl,KDandKohane,IS(2012).EscapingtheEHRtrap--thefutureofhealthIT.NewEnglandJournalofMedicine.366:2240-2242.Martin,SAandSinsky,CA(2016).Themapisnottheterritory:medicalrecordsand21stcenturypractice.Lancet.388(2053-2056)O'Reilly,T,Loukides,M,etal.(2012).HowDataScienceIsTransformingHealthCare-SolvingtheWanamakerDilemma.Sebastopol,CA,O'ReillyMedia.Osborn,R,Moulds,D,etal.(2015).Primarycarephysiciansintencountriesreportchallengescaringforpatientswithcomplexhealthneeds.HealthAffairs.34:2104-2112.Rosenbaum,L(2015).Transitionalchaosorenduringharm?TheEHRandthedisruptionofmedicine.NewEnglandJournalofMedicine.373:1585-1588.Shortliffe,EHandCimino,JJ,Eds.(2006).BiomedicalInformatics:ComputerApplicationsinHealthCareandBiomedicine.NewYork,NY,Springer.Smith,M,Saunders,R,etal.(2012).BestCareatLowerCost:ThePathtoContinuouslyLearningHealthCareinAmerica.Washington,DC,NationalAcademiesPress.Stead,WW,Searle,JR,etal.(2011).Biomedicalinformatics:changingwhatphysiciansneedtoknowandhowtheylearn.AcademicMedicine.86:429-434.Washington,V,DeSalvo,K,etal.(2017).TheHITECHeraandthepathforward.NewEnglandJournalofMedicine.377:904-906.
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BiomedicalandHealthInformatics:CareersandOpportunitiesattheIntersectionofComputerScience
andBiomedicineWilliamHersh,MD,FACP,FACMI
ProfessorandChairDepartmentofMedicalInformatics&ClinicalEpidemiology
SchoolofMedicineOregonHealth&ScienceUniversity
Portland,OR,USAEmail:[email protected]:www.billhersh.info
Blog:http://informaticsprofessor.blogspot.comTwitter:@williamhersh
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Outline
• Termsanddefinitions• Recentgrowthandchange• Careerandeducationalopportunities
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Whatisbiomedicalandhealthinformatics(Hersh,2009)?
• IgetaskedthissooftenthatIkeepaWebsite– http://www.billhersh.info/whatis/
• Andablog– http://informaticsprofessor.blogspot.com
• Biomedicalandhealthinformatics(BMHI) isthefieldconcernedwiththeoptimaluseofinformation,oftenaidedbytechnology,toimproveindividualhealth,healthcare,publichealth,andbiomedicalresearch
• PractitionersofBMHIareusuallycalledinformaticians (sometimesinformaticists)
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Otherviews• Earlydefinition:“storage,acquisition,anduseofinformation”(Greenes,1990)
• Other(US)perspectives– Paradigmshiftinbiomedicinefrom“individualbrainstosystemsofbrains” (Stead,2011)
– AMIA:“Theinterdisciplinaryfieldthatstudiesandpursuestheeffectiveusesofbiomedicaldata,information,andknowledgeforscientificinquiry,problemsolving,decisionmaking,motivatedbyeffortstoimprovehumanhealth”(Kulikowski,2012)
• Europeanandglobalperspectives(Haux,2010;Hasman,2011;Geissbuhler,2011)
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Letusstartbydefining“informatics”
• Thedisciplinefocusedontheacquisition,storage,anduseofinformationinaspecificsettingordomain(Hersh,2009)– Ismoreaboutinformationthan
technology• Sometimesdefinedasactivity
attheintersectionofpeople,information,andtechnology
• Thescienceof“sociotechnicalsystems” (Coiera,2007)
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Informaticshasa“fundamentaltheorem”anda“goldenrule”
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FundamentalTheorem(Friedman,2009)– basedon“relentlesspursuitofassistingpeople”
Goalofinformaticsis
Goalisnot
GoldenRule(Kuperman,personalcommunication,2013):
“Neverimplementuntoothersthatwhichyouwouldnotimplementuntoyourself”
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Informaticsterminology(andour“adjectiveproblem”)
(Hersh,2009;adaptedfromShortliffe,2006)
Informatics=People+Information+Technology
BiomedicalandHealthInformaticsLegalInformatics Chemoinformatics
Bioinformatics(cellularandmolecular)
Clinical(orMedical)Informatics
(person)
{Clinicalfield}Informatics
PublicHealthInformatics(population)
ConsumerHealthInformatics
ImagingInformatics ResearchInformatics
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Informaticsnowviewedasacorecompetencyforhealthprofessionals
• AccordingtoInstituteofMedicinereport,themodernhealthcareprofessionalmusthavecompetencyininformaticsaspartoflargergoaltoprovidepatient-centeredcare(Greiner,2003)
• Informaticscompetencyisnotjustcomputerliteracy!– The“Googlegeneration” does
notnecessarilyhavegoodinformationskills(CIBER,2008)
• Informaticsisacorecomponentofthe“learninghealthsystem”(Friedman,2010;Smith,2012)
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Somerelatedterms• Healthinformationtechnology(HITorhealthIT)–health-relatedapplicationofIT
• Informationandcommunicationstechnology(ICT)– sameasITwithaddedemphasisontelecommunications
• eHealth – useofICTforhealth• Telemedicine – provisionofhealthcarewhenparticipantsseparatedbytimeand/ordistance– Telehealth – pursuitofhealthwhenseparatedbytimeand/ordistance
• mHealth – useofmobiledevicesforhealth
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Termsrelatedtomedical/clinicalrecords
• Electronichealthrecord(EHR)– patient’shealthrecordindigitalform– Hasmostlysupplantedelectronicmedicalrecord(EMR)
• Meaningfuluse– programofincentivesforEHRadoptioninUSrequiringthattheybeusedinwaysthatachievehealthcaregoals
• Personalhealthrecord(PHR)– personallycontrolledhealthrecord
• Healthinformationexchange(HIE)– exchangeofhealthinformationacrosstraditionalbusinessandotherboundaries
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ProgramminganEHRissimple,right?
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Butprogrammingisactuallytheeasypart
• MixingITwithclinicalworkflowhasbeendifficult
• SomeHIThashadsafetyissues• FinancialbenefitsofHITdonotalwaysaccruetothosewhopay
• Manyissueswithprivacyandsecurity,whogobeyondhealthcare
• Largerproblemsinhealthcareorganizationandfinancingmakechangedifficult
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Informaticsisalsoessentialformodernbiomedicalresearch
• EmbodiedintheNationalInstitutesofHealth(NIH)Roadmaptoacceleratebiomedicalresearchdiscovery(http://commonfund.nih.gov)– Today’sbiomedicalresearcherroutinelygenerates…billionsofbytesofdata.…Whatresearchersneedarecomputerprogramsandothertoolstoevaluate,combine,andvisualizethesedata.Insomecases,thesetoolswillgreatlybenefitfromtheawesomestrengthofsupercomputersorthecombinedpowerofmanysmallermachinesinacoordinatedwaybut,inothercases,thesetoolswillbeusedonmodernpersonalcomputersandworkstations.
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Informaticsisincreasinglybecominga“datascience”
• EHR(andprobablyallinformatics)workchangingfrom“implementation”to“analytics”(Hersh,2012)
• Datascienceisthe“sexiestjobofthe21stcentury?”(Davenport,2012)
• Growingimportanceofroleforanalytics inhealthcare(Adams,2011;O’Reilly,2012;Hersh,2014)– Butwemustusecautiontomakesurethatclinicaldataiscomplete,correct,andotherwisesound(theroleofinformatics?)(Hersh,2013)
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Informaticshasgonefrom“dot-com”to“dot-gov”(Kleinke,2007)
• BushAdministration– Recognizedvalueofhealthinformationtechnology(HIT)– Actions:OfficeoftheNationalCoordinatorforHealthIT(ONC),AmericanHealthInformationCommunity(AHIC),etc.
• ObamaAdministration– TheAmericanRecovery&ReinvestmentAct(ARRA)of2009providedincentivesfor“meaningfuluse”ofelectronichealthrecords(EHRs)andtheinfrastructuretoachieveitthroughprovisionsoftheHealthInformationTechnologyforEconomicandClinicalHealth(HITECH)Act(Washington,2017;Halamka,2017)
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BushAdministrationstartedpromotionoffield
• PresidentBushStateoftheUnion– mentionedeveryyearfrom2004to2008– January,2004– “Computerizinghealthrecords[can]reducecosts,improvecare,andlowertheriskofmedicalmistakes.”
– January,2007– “Weneedtoreducecostsandmedicalerrorswithbetterinformationtechnology.”
• Setgoalofelectronichealthrecords(EHRs)forhalfofallAmericansby2014(WhiteHouse,2005)
• EstablishedtheOfficeoftheNationalCoordinatorforHealthIT(ONC)– www.healthit.gov
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ObamaAdministrationuppedtheante“Toimprovethequalityofourhealthcarewhileloweringitscost,wewillmaketheimmediateinvestmentsnecessarytoensurethatwithinfiveyears,allofAmerica’smedicalrecordsarecomputerized…Itjustwon’tsavebillionsofdollarsandthousandsofjobs– itwillsavelives.”
January,2009
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UShasbeenalaggardinEHRadoptionbutnowcatchingup
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(Osborn,2015)
(Washington,2017)
OtherUSgovernmentagenciesandentitiesinvolvedinhealthIT
• NationalLibraryofMedicine(NLM,www.nlm.nih.gov)andotherinstitutesoftheNationalInstitutesofHealth(NIH)– NLMleaderinfundingresearchandtrainingininformatics– ReaffirmedwithappointmentofnewleaderandincorporationofNIHdata
scienceactivities(Brennan,2016;Brennan,2016)• AgencyforHealthcareResearch&Quality(AHRQ,www.ahrq.gov)
– Fundsresearchandpolicydevelopment,produceshealthITinformationresources
• CentersforMedicareandMedicaidServices(CMS,www.cms.hhs.gov)– Payor forMedicareandMedicaid,includingHITECHincentives
• NationalCommitteeforVital&HealthStatistics(NCVHS,www.ncvhs.hhs.gov)– Governmentadvisoryboard,includingissuesrelatedtohealthIT
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Informaticsalsorequiresustoaddressharmsandlimitations
• IOMHITsafetyreportdocumentedconcernsaboutdangers(2012)
• Keyissuestoaddressareworkflow(Carayon,2010)andusability(Lowry,2012)
• EHRmustmovefrombeingamonolithic,transaction-basedapplicationtoaplatform(Glaser,2012;Mandl,2012)– EmergingSMARTonFHIRstandardtheanswer(Mandel,2016)?
• HasEHRunderminedmedicineorarewein“transitionalchaos”(Rosenbaum,2015;Martin,2016)?
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Opportunitiesforinformaticscareers
• Mostprevalentinclinicalinformatics(inhealthcaresettings),butplentyofotheropportunityinotherareasofinformatics– Bioinformatics– leadingandassisting
computationalanalysisofgenomicsandrelatedtechnologies
– Clinicalandtranslationalresearch– usinginformaticstoaidbiomedicalresearch
– Publichealth– usinginformationtoprotectthepublicandpromotehealth
– Consumerhealth– helpingthegeneralpopulationmaintainandimprovehealth
– Imaginginformatics– usingimagesforbiomedicalresearch,clinicalcare,etc.
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Careerpathwayshavediverseinputsandoutputs(Hersh,2009)
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Healthcareprofessions,e.g.,medicine,nursing,etc.
Naturalandlifesciences,e.g.,biology,genetics,etc.
Computerscience(CS),IT,andundergradinformatics
Healthinformationmanagement(HIM)
Others,e.g.,business,libraryandinfo.science
Jobsin:• Healthcaresystems
• Clinicalleadership• ITleadership
• Biomedicalresearch• Industry• Academia
Biomedicalandhealthinformaticseducation(graduatelevel)
Thereisnosinglecareerpathway,ladder,etc.
Therearemanycareeropportunitiesinmanysettingsforalltracks
Showmethemoney:howmuchdoHITprofessionalsmake?
• HIMSScompensationsurvey(2015)andHealthITJobs.com (2016)• Salariesvarybylevel,region,experience,organizationalsize,andorganizational
type• Evenhigherforsome:physicians,advanceddatascience/analytics
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Example:OHSUinformaticshttp://www.ohsu.edu/informatics
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International students from: Argentina, Singapore, Egypt, Israel, Saudi Arabia, Zimbabwe, Thailand, China, and other countries
Track Degree/Certificate PhD MS MBI GradCert
ClinicalInformatics On-campusOn-campus
On-line
On-campus
On-line
On-campus
On-line
Bioinformatics andComputationalBiology
On-campus On-campus
DegreesAwarded1998-2016(653people)Track CI BCB TotalCertificate 406 0 406MBI/MMI 190 8 198MS 72 16 88PhD 18 6 24Total 686 30 716
HowhaveOHSUstudentsandgraduatesdone?
• About25yearsofexperience…• Generalobservation:Whatpeopledowhentheygraduateispartiallydependentonwhattheydidwhentheyentered,e.g.,– Physicians,nurses,publichealth,etc.drawontheirclinical/professionalbackground
– Informationtechnologyprofessionalsdrawontheiruniquebackgroundandexperience
• Graduateshaveobtainedjobsinavarietyofsettings,e.g.,clinical,academic,andindustry
• Growingnumberofopportunitiesindatascience/analytics
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Conclusions
• Theseareexcitingtimesforbiomedicalandhealthinformatics,withmanyopportunitiesinawidevarietyofsettings
• Attentionmustalsobepaidtotheprofessionalpracticeandeducationofinformaticians
• Butthemainfocusofthefieldmustbehowtooptimallyuseinformationandtechnologyproperlytoadvancehumanhealthandimprovedeliveryofhealthcare
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