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Norwegian Cardiovascular Disease Registry
Rune Kvåle, MD, PhD
Norwegian Institute of Public Health
Background
- Passed by the government in March 2010 and has
its own regulations, available from January 2012
- National health registry - personally identifiable data
- Consent not required - compulsory to report
- The Norwegian Institute of Public Health
responsible for data management
https://lovdata.no/dokument/SF/forskrift/2011-12-16-1250/KAPITTEL_1#§1-4
Norwegian Cardiovascular Disease Registry
9/30/2016 Norwegian Cardiovascular Disease Registry 2
CoreRegistry
9/30/2016 Norwegian Cardiovascular Disease Registry 3
Norwegian Cardiovascular Disease Registry
Norwegian
Patient
Registry
Cause of
Death
Registry
National
Registry
(Central Person
Registry)
Norwegian
Patient
Registry
Cause of
Death
Registry
National
Registry
(Central Person
Registry)
Norwegian Stroke Research Registry
Norwegian Registry of Cardiac Surgery
National Norwegian Heart Failure Registry
Norwegian Registry for Invasive Cardiology
Norwegian Myocardial Infarction Registry
Norwegian Cardiac Arrest Registry
Norwegian Registry for Vascular Surgery
The Norwegian Pacemaker- & ICD-registry
CoreRegistry
9/30/2016 Norwegian Cardiovascular Disease Registry 4
Norwegian Registry for Ablation Therapy and Electrophysiology
Norwegian Cardiovascular Disease Registry
Norwegian Patient Registry (NPR)
9/30/2016 Norwegian Cardiovascular Disease Registry 5
https://helsedirektoratet.no/norsk-pasientregister-
npr/om-npr/innhold-og-kvalitet
Administrative Data: Reporting of data started with somatic diseases in 1997
and has gradually been extended with data from other sectors.
From 2008, the administrative data in the register is personally identifiable
Data in the Norwegian Patient Register
Fastlege Vurdering
Hen-
visn-
ing
113
Hospital 1
Medisinsk
avd.
Kirurgisk
avd.
Hospital 2 Hospital 1
<Episode 1> <Episode 2> < Episode 3 > < Episode 4 >
Hjerteavdelingen
Data registered from every episode
Planlagte opphold
Øyeblikkelig hjelp
Behandling ferdigtildeltDato
innDato
innmateHast
inntilstand
fraSted
omsorgsniva
innTid
mottaksDato
ansienDato
vurdDato
utTilstand
utDato
tilSted
tilstand_1_1
tilstand_1_2
ncmp_1 … 20
tilstand_2_1 … 20
ncsp_1 … 20
utTid
Medisinsk
avd.
9/30/2016 Norwegian Cardiovascular Disease Registry 6
9/30/2016 Norwegian Cardiovascular Disease Registry 7
Purpose: To improve the quality of health care for
people with cardiovascular disease
• Information from the registry will be used for health
surveillance, prevention, quality improvement and health
research
• It constitutes a basis for management and planning of
health services aimed at people with cardiovascular
diseases
• Can be used for monitoring of new cases and the
prevalence of these diseases in the population
Norwegian Cardiovascular Disease Registry
Cardiovascula
r Disease
Registry
Norwegian Cardiovascular Disease Registry
27. april 2016
9/30/2016 8
Advantages of the joint registry model:
• Provides a legal basis for the national
medical quality registers
• Possible to coordinate data collection,
processing and analysis on various
cardiovascular diseases
• Opportunities for using already
existing data
• Increased quality through data
collection from different sources
Norwegian Cardiovascular Disease Registry
Norwegian Cardiovascular Disease Registry 927. april 2016
• Increased quality through data collection from
different sources
Norwegian Cardiovascular Disease Registry
9/30/2016 9Norwegian Cardiovascular Disease Registry
Cardiovascula
r Disease
Registry
Norwegian Cardiovascular Disease Registry
27. april 2016
9/30/2016 10
Regional affiliation of quality registries:
• Benefits:
• Local academic foundation ->
increased involvement
• Closeness to clinical activities ->
relevant data with better quality
• Cooperation between different professionals
• Challenges:
• Various ICT solutions for registration
• Cooperation between different professionals
Norwegian Cardiovascular Disease Registry
9/30/2016 11Norwegian Cardiovascular Disease Registry
Medical quality registries
• Designed to document treatment
outcomes, and provide a basis for
quality improvement and research
• Official status as a national
medical quality register is
approved by the Directorate of
Health
Norwegian Cardiovascular Disease Registry
Data Sources - 53 National quality registries
https://www.kvalitetsregistre.no/registeroversikt
Cerebral parese
Gastronet
Kvalitetsregister for demens
Nasjonalt Kvalitetsregister for Smertebehandling
Nasjonalt barnehofteregister
Nasjonalt hoftebruddregister
Nasjonalt korsbåndregister
Nasjonalt kvalitetsregister for barnekreft
Nasjonalt kvalitetsregister for brystkreft
Nasjonalt kvalitetsregister for døvblindhet
Nasjonalt kvalitetsregister for føflekkreft
Nasjonalt kvalitetsregister for gynekologisk kreft
Nasjonalt kvalitetsregister for lungekreft
Nasjonalt kvalitetsregister for lymfom og lymfoide leukemier
Nasjonalt kvalitetsregister for prostatakreft
Nasjonalt kvalitetsregister for ryggkirurgi
Nasjonalt kvalitetsregister for tykk- og endetarmskreft
Nasjonalt medisinsk kvalitetsregister for barne- og
ungdomsdiabetes
Nasjonalt register for KOLS
Nasjonalt register for ablasjonsbehandling og elektrofysiologi i
Norge (ABLA NOR)
Nasjonalt register for langtids mekanisk ventilasjon
Nasjonalt register for leddproteser
Nasjonalt register for organspesifikke autoimmune sykdommer
(ROAS)
Nasjonalt traumeregister
Nordisk register for hidradenitis suppurativa
Norsk Diabetesregister for voksne
Norsk Hjertekirurgiregister
Norsk MS-register og biobank
Norsk Parkinsonregister og biobank
Norsk Nyrebiopsiregister
Norsk gynekologisk endoskopi register
Norsk hjerneslagregister
Norsk hjerteinfarktregister
Norsk hjertestansregister
Norsk hjertesvikt register
Norsk intensivregister
Norsk karkirurgisk register (NORKAR)
Norsk kvalitetsregister for artrittsykdommer (NorArtritt)
Norsk kvalitetsregister for behandling av spiseforstyrrelser
(NorSpis)
Norsk kvalitetsregister for fedmekirurgi
Norsk kvalitetsregister for hiv
Norsk kvalitetsregister for leppe-kjeve-ganespalte
Norsk kvinnelig inkontinensregister
Norsk nakke- og ryggregister
Norsk nefrologiregister
Norsk nyfødtmedisinsk kvalitetsregister
Norsk pacemaker- og ICD- register
Norsk porfyriregister
Norsk register for analinkontinens
Norsk register for arvelige og medfødte nevromuskulære
sykdommer
Norsk register for gastrokirurgi (NoRGast)
Norsk register for invasiv kardiologi (NORIC)
Norsk ryggmargsskaderegister
9/30/2016
12Norwegian Cardiovascular Disease Registry
Registrere, registrere
Antall pasienter * antall kvalitetsregistre 2012-2015**
Kvalitetsregistre Pasienter Andel
0 638 494 76,3 %
1 131 281 15,7 %
2 50 254 6,0 %
3 13 372 1,6 %
4 3 049 0,4 %
5 578 0,1 %
6 70 0,0 %
7 6 0,0 %
8 0 0,0 %
Sum 837 104 100,0 %
9/30/2016 Norwegian Cardiovascular Disease Registry 13
**Basert på data i HKR basisregisteret fra 2012-2015.
198 610 unike pasienter kvalifiserer til registrering i ett eller flere kvalitetsregistre
67 329 unike pasienter kvalifiserer til registrering i to eller flere kvalitetsregistre
Cardiovascula
r Disease
Registry
27. april 2016
9/30/2016
Quality Registers - should give answers on
• Which measures (diagnostics/
treatment/other) were completed?
• Were measures implemented in line with
current scientific knowledge/were guidelines
followed?
• How did it go with the patients?
• Were resources used rationally?
Quality indicators
Norwegian Cardiovascular Disease Registry
9/30/2016 Norwegian Cardiovascular Disease Registry 15
Patients treated in stroke-units
Examples
9/30/2016 Norwegian Cardiovascular Disease Registry 16
Examples
Aortic Valve Replacement Therapy
in Norway 2012-2015
Patient Characteristics and Survival
Norwegian Cardiovascular Disease Registry
Eivind Reikerås, Odd Geiran, Svein Rotevatn, Bjug Bøyum, Rupali
Akerkar, Rune Kvåle, Marta Ebbing
Examples
9/30/2016 18Norwegian Cardiovascular Disease Registry
TAVR vs. SAVR
9/30/2016 Norwegian Cardiovascular Disease Registry 19
Cancer Registry – Patient Registry – Death Registry -
Sweden
Examples
9/30/2016 Norwegian Cardiovascular Disease Registry 20
9/30/2016 Norwegian Cardiovascular Disease Registry 21
Quality Registry data
Examples
9/30/2016 Norwegian Cardiovascular Disease Registry 22
Strengths and Weaknesses in
Health Registry research
Strenghts – Population-based research
9/30/2016
Norwegian Cardiovascular Disease Registry 23
1. Data already exist
2. Large sample size
3. Data are complete as far as the persons in the target population
- Limited/no selection bias
- No attrition (loss to follow-up) bias
- Possibility to study rare exposure and outcome measures
- Information of exposures and outcomes for the whole population
4. Data are collected independently of research questions
- Prospective data collection (min. recall-bias)
- No differential misclassification («tilfeldig misklassifikasjon»)
5. Valuable time has passed
- Possibility to study diseases in families (generation studies)
6. Adjustment for confounders available to the whole population
Limitations - Population-based
research
9/30/2016
Norwegian Cardiovascular Disease Registry 24
1. Data are pre-collected by others than researchers
- Necessary information may be unavailable or misclassified
- Often hard to know exactly how data are generated
- Limited to use variables in register
- Variation in coding between persons and institutions
- Coding used in registers may not be detailed
2. Lack of confounder information
3. Missing data difficult to handle
- Difficult to know what missingness means
- Under-coverage
4. Low or unknown data quality
5. (Left truncation)
6. Data dredging and misleading post hoc analysis (“fisking”)
7. Unimportant differences become statistical significant
9/30/2016 Norwegian Cardiovascular Disease Registry 25
http://statistikkbank.fhi.no/hkr/
Alternative to register research
269/30/2016
Norwegian Cardiovascular Disease Registry
9/30/2016 Norwegian Cardiovascular Disease Registry 27

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Norwegian cardiovascular disease registry rune kvåle

  • 1. Norwegian Cardiovascular Disease Registry Rune Kvåle, MD, PhD Norwegian Institute of Public Health
  • 2. Background - Passed by the government in March 2010 and has its own regulations, available from January 2012 - National health registry - personally identifiable data - Consent not required - compulsory to report - The Norwegian Institute of Public Health responsible for data management https://lovdata.no/dokument/SF/forskrift/2011-12-16-1250/KAPITTEL_1#§1-4 Norwegian Cardiovascular Disease Registry 9/30/2016 Norwegian Cardiovascular Disease Registry 2
  • 3. CoreRegistry 9/30/2016 Norwegian Cardiovascular Disease Registry 3 Norwegian Cardiovascular Disease Registry Norwegian Patient Registry Cause of Death Registry National Registry (Central Person Registry)
  • 4. Norwegian Patient Registry Cause of Death Registry National Registry (Central Person Registry) Norwegian Stroke Research Registry Norwegian Registry of Cardiac Surgery National Norwegian Heart Failure Registry Norwegian Registry for Invasive Cardiology Norwegian Myocardial Infarction Registry Norwegian Cardiac Arrest Registry Norwegian Registry for Vascular Surgery The Norwegian Pacemaker- & ICD-registry CoreRegistry 9/30/2016 Norwegian Cardiovascular Disease Registry 4 Norwegian Registry for Ablation Therapy and Electrophysiology Norwegian Cardiovascular Disease Registry
  • 5. Norwegian Patient Registry (NPR) 9/30/2016 Norwegian Cardiovascular Disease Registry 5 https://helsedirektoratet.no/norsk-pasientregister- npr/om-npr/innhold-og-kvalitet Administrative Data: Reporting of data started with somatic diseases in 1997 and has gradually been extended with data from other sectors. From 2008, the administrative data in the register is personally identifiable
  • 6. Data in the Norwegian Patient Register Fastlege Vurdering Hen- visn- ing 113 Hospital 1 Medisinsk avd. Kirurgisk avd. Hospital 2 Hospital 1 <Episode 1> <Episode 2> < Episode 3 > < Episode 4 > Hjerteavdelingen Data registered from every episode Planlagte opphold Øyeblikkelig hjelp Behandling ferdigtildeltDato innDato innmateHast inntilstand fraSted omsorgsniva innTid mottaksDato ansienDato vurdDato utTilstand utDato tilSted tilstand_1_1 tilstand_1_2 ncmp_1 … 20 tilstand_2_1 … 20 ncsp_1 … 20 utTid Medisinsk avd. 9/30/2016 Norwegian Cardiovascular Disease Registry 6
  • 7. 9/30/2016 Norwegian Cardiovascular Disease Registry 7 Purpose: To improve the quality of health care for people with cardiovascular disease • Information from the registry will be used for health surveillance, prevention, quality improvement and health research • It constitutes a basis for management and planning of health services aimed at people with cardiovascular diseases • Can be used for monitoring of new cases and the prevalence of these diseases in the population Norwegian Cardiovascular Disease Registry
  • 8. Cardiovascula r Disease Registry Norwegian Cardiovascular Disease Registry 27. april 2016 9/30/2016 8 Advantages of the joint registry model: • Provides a legal basis for the national medical quality registers • Possible to coordinate data collection, processing and analysis on various cardiovascular diseases • Opportunities for using already existing data • Increased quality through data collection from different sources Norwegian Cardiovascular Disease Registry
  • 9. Norwegian Cardiovascular Disease Registry 927. april 2016 • Increased quality through data collection from different sources Norwegian Cardiovascular Disease Registry 9/30/2016 9Norwegian Cardiovascular Disease Registry
  • 10. Cardiovascula r Disease Registry Norwegian Cardiovascular Disease Registry 27. april 2016 9/30/2016 10 Regional affiliation of quality registries: • Benefits: • Local academic foundation -> increased involvement • Closeness to clinical activities -> relevant data with better quality • Cooperation between different professionals • Challenges: • Various ICT solutions for registration • Cooperation between different professionals Norwegian Cardiovascular Disease Registry
  • 11. 9/30/2016 11Norwegian Cardiovascular Disease Registry Medical quality registries • Designed to document treatment outcomes, and provide a basis for quality improvement and research • Official status as a national medical quality register is approved by the Directorate of Health Norwegian Cardiovascular Disease Registry
  • 12. Data Sources - 53 National quality registries https://www.kvalitetsregistre.no/registeroversikt Cerebral parese Gastronet Kvalitetsregister for demens Nasjonalt Kvalitetsregister for Smertebehandling Nasjonalt barnehofteregister Nasjonalt hoftebruddregister Nasjonalt korsbåndregister Nasjonalt kvalitetsregister for barnekreft Nasjonalt kvalitetsregister for brystkreft Nasjonalt kvalitetsregister for døvblindhet Nasjonalt kvalitetsregister for føflekkreft Nasjonalt kvalitetsregister for gynekologisk kreft Nasjonalt kvalitetsregister for lungekreft Nasjonalt kvalitetsregister for lymfom og lymfoide leukemier Nasjonalt kvalitetsregister for prostatakreft Nasjonalt kvalitetsregister for ryggkirurgi Nasjonalt kvalitetsregister for tykk- og endetarmskreft Nasjonalt medisinsk kvalitetsregister for barne- og ungdomsdiabetes Nasjonalt register for KOLS Nasjonalt register for ablasjonsbehandling og elektrofysiologi i Norge (ABLA NOR) Nasjonalt register for langtids mekanisk ventilasjon Nasjonalt register for leddproteser Nasjonalt register for organspesifikke autoimmune sykdommer (ROAS) Nasjonalt traumeregister Nordisk register for hidradenitis suppurativa Norsk Diabetesregister for voksne Norsk Hjertekirurgiregister Norsk MS-register og biobank Norsk Parkinsonregister og biobank Norsk Nyrebiopsiregister Norsk gynekologisk endoskopi register Norsk hjerneslagregister Norsk hjerteinfarktregister Norsk hjertestansregister Norsk hjertesvikt register Norsk intensivregister Norsk karkirurgisk register (NORKAR) Norsk kvalitetsregister for artrittsykdommer (NorArtritt) Norsk kvalitetsregister for behandling av spiseforstyrrelser (NorSpis) Norsk kvalitetsregister for fedmekirurgi Norsk kvalitetsregister for hiv Norsk kvalitetsregister for leppe-kjeve-ganespalte Norsk kvinnelig inkontinensregister Norsk nakke- og ryggregister Norsk nefrologiregister Norsk nyfødtmedisinsk kvalitetsregister Norsk pacemaker- og ICD- register Norsk porfyriregister Norsk register for analinkontinens Norsk register for arvelige og medfødte nevromuskulære sykdommer Norsk register for gastrokirurgi (NoRGast) Norsk register for invasiv kardiologi (NORIC) Norsk ryggmargsskaderegister 9/30/2016 12Norwegian Cardiovascular Disease Registry
  • 13. Registrere, registrere Antall pasienter * antall kvalitetsregistre 2012-2015** Kvalitetsregistre Pasienter Andel 0 638 494 76,3 % 1 131 281 15,7 % 2 50 254 6,0 % 3 13 372 1,6 % 4 3 049 0,4 % 5 578 0,1 % 6 70 0,0 % 7 6 0,0 % 8 0 0,0 % Sum 837 104 100,0 % 9/30/2016 Norwegian Cardiovascular Disease Registry 13 **Basert på data i HKR basisregisteret fra 2012-2015. 198 610 unike pasienter kvalifiserer til registrering i ett eller flere kvalitetsregistre 67 329 unike pasienter kvalifiserer til registrering i to eller flere kvalitetsregistre
  • 14. Cardiovascula r Disease Registry 27. april 2016 9/30/2016 Quality Registers - should give answers on • Which measures (diagnostics/ treatment/other) were completed? • Were measures implemented in line with current scientific knowledge/were guidelines followed? • How did it go with the patients? • Were resources used rationally? Quality indicators Norwegian Cardiovascular Disease Registry
  • 15. 9/30/2016 Norwegian Cardiovascular Disease Registry 15 Patients treated in stroke-units Examples
  • 16. 9/30/2016 Norwegian Cardiovascular Disease Registry 16 Examples
  • 17. Aortic Valve Replacement Therapy in Norway 2012-2015 Patient Characteristics and Survival Norwegian Cardiovascular Disease Registry Eivind Reikerås, Odd Geiran, Svein Rotevatn, Bjug Bøyum, Rupali Akerkar, Rune Kvåle, Marta Ebbing Examples
  • 18. 9/30/2016 18Norwegian Cardiovascular Disease Registry TAVR vs. SAVR
  • 19. 9/30/2016 Norwegian Cardiovascular Disease Registry 19 Cancer Registry – Patient Registry – Death Registry - Sweden Examples
  • 20. 9/30/2016 Norwegian Cardiovascular Disease Registry 20
  • 21. 9/30/2016 Norwegian Cardiovascular Disease Registry 21 Quality Registry data Examples
  • 22. 9/30/2016 Norwegian Cardiovascular Disease Registry 22 Strengths and Weaknesses in Health Registry research
  • 23. Strenghts – Population-based research 9/30/2016 Norwegian Cardiovascular Disease Registry 23 1. Data already exist 2. Large sample size 3. Data are complete as far as the persons in the target population - Limited/no selection bias - No attrition (loss to follow-up) bias - Possibility to study rare exposure and outcome measures - Information of exposures and outcomes for the whole population 4. Data are collected independently of research questions - Prospective data collection (min. recall-bias) - No differential misclassification («tilfeldig misklassifikasjon») 5. Valuable time has passed - Possibility to study diseases in families (generation studies) 6. Adjustment for confounders available to the whole population
  • 24. Limitations - Population-based research 9/30/2016 Norwegian Cardiovascular Disease Registry 24 1. Data are pre-collected by others than researchers - Necessary information may be unavailable or misclassified - Often hard to know exactly how data are generated - Limited to use variables in register - Variation in coding between persons and institutions - Coding used in registers may not be detailed 2. Lack of confounder information 3. Missing data difficult to handle - Difficult to know what missingness means - Under-coverage 4. Low or unknown data quality 5. (Left truncation) 6. Data dredging and misleading post hoc analysis (“fisking”) 7. Unimportant differences become statistical significant
  • 25. 9/30/2016 Norwegian Cardiovascular Disease Registry 25 http://statistikkbank.fhi.no/hkr/
  • 26. Alternative to register research 269/30/2016 Norwegian Cardiovascular Disease Registry
  • 27. 9/30/2016 Norwegian Cardiovascular Disease Registry 27