Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health...

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Marilyn J. Rantz, PhD, RN, FAAN Curators’ Professor Emeritus University of Missouri‐Sinclair School of Nursing GSA Fellow National Academy of Medicine Member Presentation for the University of Texas at Austin NEW SOLUTIONS TO OLD PROBLEMS: PAST,PRESENT, AND FUTURE OF LONG TERM CARE IN PURSUIT OF QUALITY NEW SOLUTIONS TO OLD PROBLEMS: PAST,PRESENT, AND FUTURE OF LONG TERM CARE IN PURSUIT OF QUALITY

Transcript of Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health...

Page 1: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

MarilynJ.Rantz,PhD,RN,FAANCurators’ProfessorEmeritusUniversityofMissouri‐SinclairSchoolofNursingGSAFellowNationalAcademyofMedicineMember

PresentationfortheUniversityofTexasatAustin

NEW SOLUTIONS TO OLD PROBLEMS:PAST,PRESENT,AND FUTURE OF LONGTERM CARE ‐ IN PURSUIT OF QUALITY

NEW SOLUTIONS TO OLD PROBLEMS:PAST,PRESENT,AND FUTURE OF LONGTERM CARE ‐ IN PURSUIT OF QUALITY

Page 2: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

WhereThisReallyAllBegan…

FinishingaMastersinNursing,ChronicIllnessandLeadershipandManagementatMarquetteUniversityHadfinishedaMastersinEducationwithGuidanceandCounselingemphasisandpracticeteachinginNursingtwoyearsearlier

“Here,honey,ajobjustafewmilesfromourhouse!”“Anursinghome?Ihaveneverevenwalkedintoone!”“Aww,you’llbethebestqualifiedcandidatetheyeversaw!”

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ALoveAffairBegins……LAKELANDNURSINGHOME

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NothingLikeRealWorldExperience…

• Meetingandgettingtoknowhundredsofolderpeople,theirfamilies,anddedicatedemployeesprovidingcareandservices

• CommitmenttoQualityImprovement,teamandgroupprocessesfordecision‐making,evidence‐basedpractice,advancedpracticenurses

• Realizingthepopulationexplosionofolderadultsinthenextdecadeswilloverwhelmhealthcareandlongtermcareservices

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IMPENDINGAGINGSOCIETYRESOURCESFORNH ANDPLANNINGFORFUTURE

http://www.aoa.acl.gov/aging_statistics/Profile/2015/4.aspxTotalpopulation2014‐2060319million‐417million

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IMPACTOF SIMILARGRAPHSBY20301‐IN‐5AMERICANSWILLBE65OROLDER

Impact of Silar graphs

https://www.census.gov/prod/1/pop/p25‐1130.pdf

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Needfor MoreEducation ‐NEWTOOLSFOR “OLD”PROBLEMS

• ContinuedworkingasNHAatLakeland• AttendedUWisconsinMilwaukeeforPhDinNursingwithfocusinLongtermcare,publicpolicy,qualitymeasurement,andMDSdata

• MovedtoMissourisohusbandcouldcattleranchfulltime,retiredfrombusinessinWisconsin

• BeganworkingatSinclairSchoolofNursing,UniversityofMissouri,firstacademicjobofcareer(25yearsago,now)

• PicturesLakelandNursingHomeresidentsofficewall‐stilltheretoday!!REMINDSMEWHYIDOWHATIDO!

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LaunchingaResearchTrajectory

Largedatasettrainingandmentoring(NowBigData)Reality!Qualitativemustbeapartofthis!!Excellenttrainingandmentoringinqualitativemethods—Alwaysusesomequalitativemethods

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• MissouriDivisionofAgingandMDSdata,teamforanalysis,feedbackreportstodepartmentandnursinghomesstatewide

• QualityIndicators(MDSdata),comparisonsstatewide• FocusgroupstodevelopVersion1oftheObservableIndicatorsofCareQualityinNursingHomes,latercompletedevelopmentalwork

• Exploratorystudies NHqualityofcare,cost,staffing• Interventionstudies improvecarequality,cost,staffing• AginginPlaceProjectbegins…

LaunchingaResearchTrajectory

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WhatpeopleWANTWhatpeopleNEED

Newsolutionstotheoldproblems ‐justdosomethingDIFFERENT!!

ThreeKeysto Always Consider

Page 11: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

FoundationalPerspectivesOlderAdultsand LTCOlderadultswanttobeasindependentaspossibleaslongaspossibleTheywanttobelivinginthehomeoftheirchoiceTheyneedtoNOTexperiencemultipletransitionsof“home”asthatincreasesriskofhealthdeclineanddeathTheyneedrelationshipsandengagementwith“living”

TraditionallongtermcaremodelsneedtobechallengedNewmodelsofLTCmustbeevaluatedusingsoundresearchmethodsmeasuringcost,quality,andstaffing

Page 12: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

ThosePersistentProblemsofAging!!StillNeedNewSolutions

• Stayingstrongandindependent• Minimizingfunctionaldecline• Avoidingcognitivedecline• Managingmultiplechronicillnesses• Maintainingnutritionandhydration• Fallsandfallrisk,amongothers

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ThingsOurTeamsHavePursuedfor Solutions

• MeasuringQualityinLongTermCare ‐ developedandtestedtheObservableIndicatorsofNursingHomeCareQualityInstrument

• Developedandtestedfeedbackreportingmethodstonursinghomesandclinicalconsultationservicetoimprovequalityofcare

• MeasuringLTCNursingCareProcesses,Outcomes,andCost ‐ qualitativelyandquantitativelythenwithaMultidimensionalIntervention

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• MeasuringEffectivenessofAdvancedPracticeNursesinLongTermCare ‐ clinicalconsultationservicetoimprovequalityofcareandimplementbestpracticesstatewide(QualityImprovementProgramforMissouri)andMultidimensionalIntervention

• MeasuringEffectivenessandCostEffectivenessofAdvancedPracticeNursesinMOQIInterventiontoReduceAvoidableHospitalizationsofNursingHomeResidents ‐ qualitativelyandquantitativelyin2CMSInnovationCenterInitiatives

ThingsOurTeamsHavePursuedfor Solutions

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MOQIModel

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MOQIInterventioninSTL

MOQIPrimaryProjectGoalsReduceavoidablehospitaltransfersviafouraspectsofAPRNCareCoordination

1. Conditionmanagement2. Earlyillnessdetection3. INTERACT4. End‐of‐life

ANDhealthinformationtechnology

NowtestingpaymentforacuteillnesscareinNH

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ComplexityScience

Preparing Nursing Homes and Hospitals for the Future of Health Information ExchangePreparing Nursing Homes and Hospitals for the Future of Health Information Exchangeand Hospitals for the Future of Health

Information ExchangePreparing Nursing Homes and Hospitals for the Future of Health Information Exchange

t

“Traditionalbureaucraticapproachestomanagement[inLTC],imposebarrierstothefreedomofinteractionneededforeffectiveself‐organization.”

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ComplexAdaptiveSystemsComponents

Relationships amongstaffInterconnectionsCommunication

CognitivediversityLeadstoSelf‐Organization

“Stone Soup”

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FinalResultsPhase1‐ Effecton ProbabilityofAnyPotentiallyAvoidableHospitalization

Page 20: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

KeyResultswith RTI‐SelectedComparisonGroup 40%reductioninall‐causehospitalizationsand 57.7%potentiallyavoidablehospitalizationsreduced(p=.001); 54.1% allcauseEDvisitsreductionand 65.3%potentiallyavoidableEDvisitsreduced(p=.001).

33.6%Medicareexpendituresinall‐causereducedand 45.2%inpotentiallyavoidablehospitalizations(p=.001); 50.2%Medicareexpendituresinall‐causeEDvisitsreducedand 59.7%potentiallyavoidableEDvisitsreduced(p=.001).

Ingber,MJ,Feng,Z,Khatutsky,G,etal.Evaluationoftheinitiativetoreduceavoidablehospitalizationsamongnursingfacilityresidents:Annualreportprojectyear4,February,2017.Availableat:https://innovation.cms.gov/Files/reports/irahnfr‐finalyrfourevalrpt.pdf.AccessedApril14,2017.CentersforMedicareandMedicaidServices.MedicareHospitalQuality.

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The Keyto Success‐ FinalResultsAPRNs(AdvancePracticeRegisteredNurses)

1. Majorfocusisnotp r ima r y c a r e (MOregulations)2. Rolemodele v i d en c e ‐ b a s ed c a r e tofacilitynursingstaff

foreffectiverecognition,assessment,andcommunicationaboutresidents’changeinconditiontoPrimaryCareProviders

3. APRNssupporttheuseofI NTERACT andqu a l i t y imp rov emen t toreduceunnecessaryhospitaltransfers

4. Promotemed i c a t i o n r e v i ew ,e nd ‐ o f ‐ l i f e p l a nn i n g ,c ommun i c a t i o n ,andH IT u s e

5. SupportedbyMOQ I T e am (HIT,QI,SW,MedDirector)andf e edba c k r e po r t s

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OtherThingsOurTeamsHavePursuedfor Solutions

AgingInPlaceProject ‐ firstincommunity,thenatTigerPlace

TechnologytoEnableAginginPlace‐ TheElderTech InterdisciplinaryResearchTeam ‐collaborationwithEngineeringtodevelopandtesttechnologiesforeldersandrehabilitation

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AGINGINPLACE‐ CommunityDemonstrationand TigerPlace

• Foundation‐ RNCareCoordination,gettingrightservicesatrighttimetomaximizeregaining/maintaininghealthandINDEPENDENCE

• CMSgrant1999‐2003‐ wellnesscenterfocused,licensedhomehealthagencyforMedicare,Medicaid,privateinsurance,privatepay,servedoverahundredmonthly2006

• Legislationin1999and2001enabledTigerPlacetobebuiltandevaluationofAIPinidealhousingwherepeoplecanlivethroughtheendoflifeintheirownprivateapartment/home

• TigerPlaceopened2004,expandedin2009and2011,serving65dailyinhousing;now85inrehabilitationandtraditionalskilledcare

Page 24: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

KeyClinicaland FinancialOutcomesof AIPResearch

RNcarecoordinationreducesadversehealthevents,improvescareoutcomes,nursinghomeutilization,andcostsless

Clinicaloutcomesbetter(ADLperformance,lessdepressedandbettercognition,continence,pain,andshortnessofbreath)

Costsavings$1,591permonth(nursinghomecomparison)$483(communitycomparison)

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KeyClinicaland FinancialOutcomesof AIPResearch RNcarecoordinationatTigerPlaceincreasesLOSbyayear

CostsforanyatTigerPlacenursinghomeeligibleparticipanthasneverapproachedorexceedednursinghomecare

Inafouryearanalysis(2009‐2012)theaverageannualcostforthosenursinghomeeligiblewas$20,000lessperyearthannursinghomecare

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TigerPlacewas Developedbythe UniversityofMissouriin Affiliationwith AmericareSystems,Inc.

Page 27: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

ResidentsliveinindependentapartmentwithbasicservicesprovidedbyAmericare(housekeeping,transportation,2mealsperday,socialactivities)

HealthpromotionactivitiesbySinclairHomeCareoftheSchoolofNursing(exerciseclasses,on‐goingnursinghealthassessment,wellnesscenteropendaily,RNcarecoordination,privatenursingservicesaffordablypackagedwhenneeded)

Designedtomaximizeindependence(builttonursinghomestandards,licensedasanintermediatecarefacility,operatedasindependenthousingwithservices)NOTRANSITIONSREQUIREDthroughtheendoflife

TigerPlaceCareModel

Page 28: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

TheChallenge

GiveustechnologyforTigerPlacethatwillhelpolderadultsstayasactiveandfunctionallyindependentaspossible.

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Squaringthe LifeCurve

Reducefunctionaldeclineby Assessingbehaviorpatterns Assessinggait&activitylevel Recognizingpatternchanges Detectingearlysignsofhealthdecline(socanintervenebeforethingsbecomemajorevents)

Detectingfalls InformingRNCareCoordinationCurrenttrend

Withproactivecare

FunctionalDecline

Time

Proactivehealthmanagementthroughintegrationofsensordataandhealthdata

Rantz,Marek,Aud,Tyrer,Skubic,Demiris,&Hussam,NursingOutlook,2005.

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TechnologyResearchFunding EvaluationoftheUseofBedsideTechnologytoImproveQuality

ofCareinNursingFacilities,CMS,2003‐2006 TechnologytoEnhanceAginginPlaceatTigerPlace,

AdministrationonAging,2005‐2009 TechnologytoAutomaticallyDetectFallsandAssessFallRiskin

SeniorHousing,AHRQ,2009‐2013 TechnologytoAutomaticallyDetectEarlySignsofIllnessin

SeniorHousing,NINR,2009‐2012 IntelligentSensorSystemforEarlyIllnessAlertsinSenior

Housing,NINR,2013‐2016 SeveralNSFandotherengineeringgrants

Page 31: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

SensorsHydraulicbedsensorunderthemattresscapturesquantitativepulse,respiration&restlessness

Gaitparameters&fallsarecapturedusingdepthimages

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Sensors

Webportal

& Mobiledevices

Integration&

Data Storage

Detection of Health

Change or Functional

Decline

AlertManager

SensorNetworkforHealthAlertsclinicaldecisionsupportsystem

Clinical Care Coordinator

Alert Feedback

Health changeemail alert

Skubic et al., Technology & Health Care, 2009; ICOST 2012, IEEE JTEHM (in press)Rantz et al., Journal of Gerontological Nursing, 2010

EHR

SensorData

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MotionSensorDensityMap

midnight

7am

11pm

Feb1 Mar14

BLACK=timeawayfromhome

HEALTHY,ACTIVE RESIDENT

Wang&Skubic,IE,2008;Wang,Skubic,&Zhu,EMBC,2009,TITB 2012.

Page 34: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

OtherLifestylePatterns

HighactivityIrregularpatternCognitiveimpairment

LowactivitySedentarylifestyle

Depression

Page 35: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Changein BathroomActivityat Night

midnight

7am

11pm

Page 36: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

BedSensorDataChanges

ERvisitHospitalization

Increasinglowpulseevents

Changeinbedrestlessness

Rantz,etal.,ICOST,2008;CIN,2010.

Page 37: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

ERvisitHospitalization

EarlyIllnessAlert26daysbeforeER40daysbeforeER

BedSensorDataChanges

Page 38: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

MUHydraulicBedSensorPlacedUnderthe Mattress

15 units deployed

Page 39: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

10Secondsfrom BedSensor

RawSignal

Pulsefrombedsensor

Pulsefromfingersensor

Heiseetal.,EMBC,2010,2011;Rosalesetal.,2012.

Page 40: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

NOW!!Technologyto AutomaticallyDetectHealthChanges

Environmentallyembedded(non‐wearable)sensorsmonitornew‘vitalsigns’

Continuouslymeasurefunctionalstatus,detectpotentialchangesinhealthorfunctionalstatus,andalertforearlyrecognitionandtreatment

Algorithms,onaverage,detecthealthchanges10daysto2weeksbeforethepersonisawareofsymptomsofimpendinghealthproblems

RantzMJ,SkubicM,KoopmanRJ,AlexanderG,PhillipsL,MustermanKI,BackJR,Aud MA,GalambosC,GuevaraRD,MillerSJ:Automatedtechnologytospeedrecognitionofsignsofillnessinolderadults.JGerontol Nurs 2012;38:18–23.

Page 41: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

NOW!!Technologyto AutomaticallyDetectHealthChanges

Livingwithsensortechnologywithhealthalertsaddsanaverageof1.7yearstolengthofstay(LOS)inindependentseniorhousing

WhencombinedwithRNcarecoordination,sensortechnologywithhealthalertsincreasesLOS2.5yearsfrom1.8to4.3years

CostestimatescomparingcostoflivingatTigerPlacewithsensortechnologyvs.nursinghomerevealpotentialsavingofabout$30,000perperson

PotentialcostsavingstoMedicaidfundednursinghome(assumingthetechnologyandcarecoordinationwerereimbursed)estimatedtobeabout$87,000perperson

Rantz,M.J.,Lane,K.R.,Phillips,L.J.,Despins,L.A.,Galambos,C.,Alexander,G.L.,Koopman,R.J.,Skubic,M.,&Miller,S.J.(2015).EnhancedRNcarecoordinationwithsensortechnology:impactonlengthofstayandcostinAginginPlacehousing.NursingOutlook,63,650‐655.*

Page 42: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

WhataboutFallsandFallRiskAssessment?Severalnon‐wearable sensorstestedatTigerPlace

Page 43: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Walkingfrom RadarSensor

0 1 2 3 4 5 6 7 8-0.1

-0.08

-0.06

-0.04

-0.02

0

0.02

0.04

0.06

0.08

0.1

time(second)

volta

ge(V

)

Raw signal of RCR A Spectrogram of RCR A

time(second)

frequ

ency

(Hz)

0 2 4 6 80

20

40

60

80

100

120

140

160

180

200

-100

-90

-80

-70

-60

-50

-40

Yardibi,Cuddihy,Genc,Bufi,Skubic,Rantz,Liu,&Phillips,SmartE,2011;EMBC2012.

Page 44: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Fallfrom RadarSensor

0 0.5 1 1.5 2 2.5 3 3.5 4-3

-2.5

-2

-1.5

-1

-0.5

0

0.5

1

1.5

time(second)

volta

ge(V

)

Raw signal of RCR A Spectrogram of RCR A

time(second)

frequ

ency

(Hz)

0 0.5 1 1.5 2 2.5 3 3.50

50

100

150

200

250

300

-70

-60

-50

-40

-30

-20

-10

Liu,Popescu,Skubic,Rantz,Yardibi,&Cuddihy,PCTH,2011;EMBC2012.

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CapturingGaitinthe Homewith Kinect

Two clusters for two residents

Grandchildren

Stone & Skubic, EMBC 2012; TBE 2013; EMBC 2014.

Page 46: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

KinectSDKisnotusedSegmentpersonindepthimage

Projectto3D,segment,andtrackLog:walkingspeed,height,stridetime&stridelength

In‐HomeGaitAnalysiswith Kinect

Stone & Skubic, JAISE 2011

Page 47: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

NOW!!Technologyto AutomaticallyDetectIncreasingFallRiskand Falls

Alertsforincreasingfallriskusingthefallsensortechnologyalertsimpendingfalls‐ 3weeksbeforefalleventsareverylikelytohappen‐ sopreventativestepscanbetakentopreventthefall(Phillipsetal.,2016;Stoneetal.,2015;Rantz,Skubic,Abbottetal.,2015;Rantz,Skubicetal.,2013)

Sensortechnologyalertsemergencysituationssuchasfallswithinjuriessothatresponsetimecanbereducedreducingmorbidityandmortality(Rantz,Skubicetal.,2015;Rantz,M.,Banerjeeetal.,2014;Rantz,M.,Skubic,M.,Popescuetal.,2015).

NowcommercializedbyForesiteHealthcare,St.Louis,andinhospitals(MO),assistedliving(MO),CCRC(IA)

Page 48: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Future‐ Backto Graphs

http://www.census‐charts.com/Population/pop‐us‐1790‐2000.html

Page 49: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Future‐ Growthof ForeignBorn‐???Howto Plan??

http://www.census.gov/content/dam/Census/library/publications/2015/demo/p25‐1143.pdf?

Page 50: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

ThosePersistentProblemsofAging!!StillNeedNewSolutions

• Stayingstrongandindependent• Minimizingfunctionaldecline• Avoidingcognitivedecline• Managingmultiplechronicillnesses• Maintainingnutritionandhydration• Fallsandfallrisk,amongothers

Page 51: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Stillconsider!WhatPeopleWANT/NEED/COST

• Stilllikelytowantindependence‐butdothequalitativeworkfornewandchangingperspectives

• Challengeoldmodels!!• Seeknewsolutionstotheold

problems‐ justdosomethingDIFFERENT!!

Page 52: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

Changingthe Practice

Page 53: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

OurMission:KeepingOlderAdultsFunctionallyActive!

Page 54: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current

AdditionalInformationand Papers

AGING IN PLACEwww.agingmo.com

CENTER FOR ELDERCARE AND REHABILITATION TECHNOLOGYwww.eldertech.missouri.edu

NURSING HOME QUALITY,QIPMO,AND MOQIwww.nursinghomehelp.org

Page 55: Marilyn J. Rantz, PhD, RN, FAAN · Recognizing pattern changes Detecting early signs of health decline (so can intervene before things become major events) Detecting falls Current