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UsingPatientNavigationtoImpactTrustintheHealthCareSystem
ARANTZARODRIGUEZ PUERTOS
MENTOR: CARMENE . GUERRA, M.D. , M.S .C .E . , F.A .C .P.
Outline
Introduction BreastCancerDetectionandOutcomesPatientNavigationProgramProjectOverviewHealthCareSystemDistrust(HCSD)Scale
DataandMethods
KeyFindingsand
Discussion
LessonsLearned
Q&A
3
BreastCancerDetectionandOutcomes
Earlydetectionleadstohighersurvivalrates
5yearsurvivalrate:99%forStageIvs.22%for
StageIV¹
However,thereisanunderutilizationofscreeningservices²
IntheUS,65.3%(2015)ofwomenage40+hadamammogramwithinthe
past2years
Insured(69.7%)vs.Uninsured(30%)
ComparedtoWhites,theBlackandHispanic
populationshaveloweroddsofutilizingscreeningmammographyservices.³
1. CANCER.NET 20172. CDC:HEALTH,UNITEDSTATES20163. AHMED.T.AHMED,ET.AL.RACIALDISPARITIESINSCREENINGMAMMOGRAPHYINTHEUNITEDSTATES:A SYSTEMATICREVIEWAND
META-ANALYSIS.20174
NavigationProgram•PatientnavigationwasaconceptfirstproposedbyDr.HaroldFreemanin1990•Maingoal:savelivesfromcancerby…• Educatingabouttheneedforbreastexaminations• Providingaccesstobreastcancerscreeningservices• Makingsurethatwomanwithpositivefindingsreceiveatimelydiagnosisandtreatment
•“ThemostimportantroleofPatientNavigationistoassurethatanindividualwithasuspiciouscancer-relatedfindingwillreceivetimelydiagnosisandtreatment.”•ThroughdozensofRCT,PatientNavigationProgramshaveshownthattheyeffectivelyreducedisparitiesinaccesstocancerscreeningtestsacrossdifferentpopulations,testsandhealthcaresystems
1.AMODELPATIENTNAVIGATIONPROGRAMBYDR.HAROLD FREEMAN 5
Penn’sPatientNavigationProgram
• PennMedicineBreastHealthInitiative(PMBHI)attheAbramsonCancerCenterWhere?
• Establishedin2014When?
• Freebreastcancerscreeningservicesandassistance(breasthealtheducation,schedulingappointments,transportation,translators)
What?
• Un/underinsuredwomaninthePhiladelphiaareaages40-64Who?
• Reducedisparitiesinbreastcancerdetectionandmortalityamongunderservedpopulationsbyovercomingaccessbarrierstoscreeningservices
Why?
6
PMBHI’sNavigationProgram
Services Provided N
Totalpatientsserved
ScreeningmammogramsDiagnostic mammogramsBreastbiopsy
1022
83332564
DiagnosedBreastCancer
N
Stage0StageIStageIIStage3Stage4Total
3362216
7
ProjectOverview
ResearchQuestion
• DoesaPatientNavigationProgramforbreastcancerscreeningimpacttrustintheHealthCareSystemforun/underinsuredwomeninthePhiladelphiaarea?
Hypothesis
• PatientNavigationProgramincreasestrustintheHealthCareSystem.
8
HealthCareSystemDistrust(HCSD)Scale¹•WhyfocusonHCSD?• Suggestedasabarrier forseekingmedical care,adheringtopreventive healthcare,andparticipatinginmedicalresearch
•9questionsmeasuredona5pointLikertScale
•Scoresrangedfrom9-45• HighscoresmeanthighlevelofHCSD
•Measuredtrustontwodimensions:technicalcompetenceandvaluecongruence(honesty,motives,equity)
JUDYA.SHEA,ET.AL.DEVELOPMENTOFAREVISEDHEALTHCARESYSTEMDISTRUSTSCALE.20089
HealthCareSystemDistrust(HCSD)Scale¹
JUDYA.SHEA,ET.AL.DEVELOPMENTOFAREVISEDHEALTHCARESYSTEMDISTRUSTSCALE.200810
Outline
Introduction
DataandMethods
Methods
PatientEnrollmentFlowchart
PatientDemographics
KeyFindingsand
Discussion
LessonsLearned
Q&A
11
MethodsRecruitment• NewPatientsoftheNavigationprogramwererecruitedbetween4/8/2016to8/14/2017• Byphoneormetattheirappointment• Allofthepatientsansweredademographicssurvey
Enrollment• PatientsenrolledansweredtheHCSDScalepreandpostparticipationinNavigationProgram
DataAnalysis• Myrolewastoperformasecondarydataanalysis• DatawasanalyzedusingStata15.0• Multivariateanalysiscontrollingforage,race/ethnicity,education,income,andmammographyoutcome.
12
PatientDemographics(n=65)
14
Demographics(n=65)
MeanAge 51
Race
Black 13(20%)
Hispanic 26(40%)
Other 22(34%)
White 4(6%)
Interpreter
Yes 44(68%)
No 21(32%)
Education
<thanHS 36(55%)
>thanHS 25(36%)
Income
<than$15,000/year 40(64%)
>than$15,000/year 25(36%)
Outline
Introduction
DataandMethods
KeyFindingsand
Discussion
GeneralDataAnalysis
MultipleRegressionModel
FindingsandConclusions
Limitations
LessonsLearned
Q&A
15
PreliminaryGeneralDataAnalysisThedifferenceinscores(post-pre):• Wasonaverage-0.75points(5.67=st. dev.)lowerfortheposttestthanthepretest• Rangedfrom-24to10points
T-testbetweenprescorevs.postscorenotsignificantlydifferent(p=0.203)• Notsignificanteitherforprecompetencevs.postcompetence(p=0.0788)andprevaluesvs.postvalues(p=0.487)
So,overalltherewasnosignificantchangeintrust.But…
16
PreliminaryMultivariateAnalysisDependentvariable:Differenceinscore(posttest– pretest)
Controlledforsuspiciousmammographyresult,race,age,useofinterpreterandeducation
AND…
17
Variable DifferenceinDistrustScore
SuspiciousDiagnosis -5.27*(p=-.042)
Black -2.21Hispanic 2.96Other 1.46Age 0.07
Usedaninterpreter -2.19
Hadaneducationlevellowerthanhighschol -0.83
DemographicsForSuspicious(n=6) Total(n=65)MeanAge 45.5 51RaceBlack 0 13(20%)Hispanic 4(67%) 26(40%)Other 2(33%) 22(34%)White 0 4(6%)InterpreterYes 4(67%) 44(68%)No 2(33%) 21(32%)Education<thanHS 2(33%) 36(55%)>thanHS 4(67%) 25(36%)Income<than$15,000/year 5(83%) 40(64%)>than$15,000/year 1(17%) 25(36%)
FindingsandConclusions
SubgroupanalysisbyBIRADSCategorydemonstratedthatforpatientswithasuspiciousmammographydiagnosisdistrustinthehealthcaresystemdecreasedby5.27points
Womenwithasuspiciousdiagnosishadmoreencounterswiththenavigatorandwiththenavigationprogramasawhole
Oneofthefirststudiesthatdocumentsthatpatientnavigationincreasestrustinthehealthcaresystem
Significantfindingbecausealotofliteraturementionsthattrustisreallydifficulttochange
18
Limitations•Additionalvariabilityfromuseoftranslatorsfrom67%ofpatients
•Missingdatagiventhatpatientshadtobecontactedattwodifferentpoints
•Conclusionsarelimitedtooverallhealthcaresystemdistrustratherthanindividualproviderdistrust
•Smallsamplesize(n=6)
•Singleurbaninstitutionandgeographiclocation(HUP,Philadelphia)
19
Outline
Introduction
DataandMethods
KeyFindingsand
Discussions
LessonsLearned
StataAnalysis
Research
Medicine
Business
Q&A
20
LessonsLearned
21
Stataanalysis Useresearchskillstodevelop
programsthathelpunderservedpopulations
Medicineasawayofsavingalife
Adequatefinancialmanagementiskeyforthesuccessofsuchprograms
AcknowledgementsDr.CarmenGuerra
PatriciaHernandez
EmilyVerderame
AndreaNicholson
BrendaBryant
Dr.FrankLeone
JoanneLevyandSafaBrowne
SUMRCohort
22