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Cardiovascular Disease (CVD) Risk Score

Anthony Mathews, Emily Herret, Antonio Gassparrini, Tjeerd Van Staa, Ben Goldacre, Liam Smeeth, Krishnan Bhaskaran

ID
PH579
Version ID
1158
Type
Disease or Syndrome
Data Sources
Valid event data range
01/01/2011 - 31/03/2015
Sex
♀  Female ♂  Male
Agreement Date
2016-06-28
Coding system
Read codes v2
Collections
ClinicalCodes Repository Phenotype Library
Tags
No tags

Definition

Objective:

To quantify how a period of intense media coverage of controversy over the risk:benefit balance of statins affected their use.

Design:

Interrupted time series analysis of prospectively collected electronic data from primary care.

Setting:

Clinical Practice Research Datalink (CPRD) in the United Kingdom.

Participants:

Patients newly eligible for or currently taking statins for primary and secondary cardiovascular disease prevention in each month in January 2011-March 2015.

Main Outcome Measures:

Adjusted odds ratios for starting/stopping taking statins after the media coverage (October 2013-March 2014).

Results:

There was no evidence that the period of high media coverage was associated with changes in statin initiation among patients with a high recorded risk score for cardiovascular disease (primary prevention) or a recent cardiovascular event (secondary prevention) (odds ratio 0.99 (95% confidence interval 0.87 to 1.13; P=0.92) and 1.04 (0.92 to 1.18; P=0.54), respectively), though there was a decrease in the overall proportion of patients with a recorded risk score. Patients already taking statins were more likely to stop taking them for both primary and secondary prevention after the high media coverage period (1.11 (1.05 to 1.18; P<0.001) and 1.12 (1.04 to 1.21; P=0.003), respectively). Stratified analyses showed that older patients and those with a longer continuous prescription were more likely to stop taking statins after the media coverage. In post hoc analyses, the increased rates of cessation were no longer observed after six months.

Conclusions:

A period of intense public discussion over the risks: benefit balance of statins, covered widely in the media, was followed by a transient rise in the proportion of people who stopped taking statins. This research highlights the potential for widely covered health stories in the lay media to impact on healthcare related behaviour.

Publications

  • Anthony Mathews, Emily Herret, Antonio Gassparrini, Tjeerd Van Staa, Ben Goldacre, Liam Smeeth, Krishnan Bhaskaran, Impact of statin related media coverage on use of statins interrupted time series analysis with UK primary care data. BMJ, 353(i3283),2016.

Clinical Code List

Rows: 33
Code Description Entity type Category Coding System (Read)
14O7.00 At risk of heart disease res46: CVD Risk Score test Read
14O7000 High risk of heart disease res46: CVD Risk Score test Read
14OF.00 Low risk of primary heart disease res46: CVD Risk Score test Read
14OG.00 Moderate risk of primary heart disease res46: CVD Risk Score test Read
14OH.00 High risk of primary heart disease res46: CVD Risk Score test Read
14Oh.00 At risk of cardiovascular disease res46: CVD Risk Score test Read
14Oh000 High risk of cardiovascular disease res46: CVD Risk Score test Read
33BC.00 Cardiovascular event risk res46: CVD Risk Score test Read
3888 Framingham coronary heart disease 10 year risk score res46: CVD Risk Score test Read
388A.00 Coronary heart disease risk res46: CVD Risk Score test Read
388R.00 Framingham coronary heart disease 10 yr adjusted risk score res46: CVD Risk Score test Read
388W.00 Joint British Societies cardiac risk score res46: CVD Risk Score test Read
388Y.00 UKPDS 10yr coronary heart disease risk score res46: CVD Risk Score test Read
38B1.11 Cardiovascular disease risk assessment res46: CVD Risk Score test Read
38B1000 CVD (cardiovascular disease) risk assessment by third party res46: CVD Risk Score test Read
38D6.00 Assessing cardiovascular risk using SIGN score res46: CVD Risk Score test Read
38D6.11 ASSIGN score res46: CVD Risk Score test Read
38DF.00 QRISK cardiovascular disease 10 year risk score res46: CVD Risk Score test Read
38DP.00 QRISK2 cardiovascular disease 10 year risk score res46: CVD Risk Score test Read
38DR.00 Framingham 1991 cardiovascular disease 10 year risk score res46: CVD Risk Score test Read
38G6.00 Joint British Societies cardiovascular disease risk score res46: CVD Risk Score test Read
662k.00 JBS cardiovascular disease risk <10% over next 10 years res46: CVD Risk Score test Read
662l.00 JBS cardiovascular disease risk 10-20% over next 10 years res46: CVD Risk Score test Read
662m.00 JBS cardiovascular disease risk >20% up to 30% ov next 10 yr res46: CVD Risk Score test Read
662n.00 JBS cardiovascular disease risk >30% over next 10 years res46: CVD Risk Score test Read
66f2.00 Cardiovascular disease high risk review res46: CVD Risk Score test Read
6A40.00 Review of patient at risk from coronary heart disease res46: CVD Risk Score test Read
8BR1.00 Cardiovascular disease risk assessment indicated res46: CVD Risk Score test Read
8CR6.00 Coronary heart disease risk clinical management plan res46: CVD Risk Score test Read
9NdT.00 Consent given for cardiovascular health risk assessment res46: CVD Risk Score test Read
9OhA.00 Cardiovascular disease risk assessment done res46: CVD Risk Score test Read
ZR3r.00 Coronary heart disease risk res46: CVD Risk Score test Read
ZRB2.00 Framingham coronary heart disease 10 year risk score res46: CVD Risk Score test Read

API

To Export Phenotype Details:

Format API
XML site_root/api/v1/public/phenotypes/PH579/version/1158/detail/?format=xml
JSON site_root/api/v1/public/phenotypes/PH579/version/1158/detail/?format=json
R Package

# Download here

library(ConceptLibraryClient)


# Connect to API

client = connect_to_API(public=TRUE)


# Get details of phenotype

details = get_phenotype_detail_by_version('PH579', '1158', api_client=client)

To Export Phenotype Code List:

Format API
XML site_root/api/v1/public/phenotypes/PH579/version/1158/export/codes/?format=xml
JSON site_root/api/v1/public/phenotypes/PH579/version/1158/export/codes/?format=json
CSV site_root/phenotypes/PH579/version/1158/export/codes/
R Package

# Download here

library(ConceptLibraryClient)


# Connect to API

client = connect_to_API(public=TRUE)


# Get codelists of phenotype

codelists = get_phenotype_code_list('PH579', '1158', api_client=client)

Version History

Version
ID
Name Owner Publish date
1158 Cardiovascular Disease (CVD) Risk Score ieuan.scanlon 2021-10-06 currently shown

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