Methods to generate and validate a Pregnancy Register in the UK Clinical Practice Research Datalink primary care database. Issue 7 (13th June 2019)
- Record Type:
- Journal Article
- Title:
- Methods to generate and validate a Pregnancy Register in the UK Clinical Practice Research Datalink primary care database. Issue 7 (13th June 2019)
- Main Title:
- Methods to generate and validate a Pregnancy Register in the UK Clinical Practice Research Datalink primary care database
- Authors:
- Minassian, Caroline
Williams, Rachael
Meeraus, Wilhelmine H.
Smeeth, Liam
Campbell, Oona M.R.
Thomas, Sara L. - Abstract:
- Abstract: Purpose: Primary care databases are increasingly used for researching pregnancy, eg, the effects of maternal drug exposures. However, ascertaining pregnancies, their timing, and outcomes in these data is challenging. While individual studies have adopted different methods, no systematic approach to characterise all pregnancies in a primary care database has yet been published. Therefore, we developed a new algorithm to establish a Pregnancy Register in the UK Clinical Practice Research Datalink (CPRD) GOLD primary care database. Methods: We compiled over 4000 read and entity codes to identify pregnancy‐related records among women aged 11 to 49 years in CPRD GOLD. Codes were categorised by the stage or outcome of pregnancy to facilitate delineation of pregnancy episodes. We constructed hierarchical rule systems to handle information from multiple sources. We assessed the validity of the Register to identify pregnancy outcomes by comparing our results to linked hospitalisation records and Office for National Statistics population rates. Results: Our algorithm identified 5.8 million pregnancies among 2.4 million women (January 1987‐February 2018). We observed close agreement with hospitalisation data regarding completeness of pregnancy outcomes (91% sensitivity for deliveries and 77% for pregnancy losses) and their timing (median 0 days difference, interquartile range 0‐2 days). Miscarriage and prematurity rates were consistent with population figures, althoughAbstract: Purpose: Primary care databases are increasingly used for researching pregnancy, eg, the effects of maternal drug exposures. However, ascertaining pregnancies, their timing, and outcomes in these data is challenging. While individual studies have adopted different methods, no systematic approach to characterise all pregnancies in a primary care database has yet been published. Therefore, we developed a new algorithm to establish a Pregnancy Register in the UK Clinical Practice Research Datalink (CPRD) GOLD primary care database. Methods: We compiled over 4000 read and entity codes to identify pregnancy‐related records among women aged 11 to 49 years in CPRD GOLD. Codes were categorised by the stage or outcome of pregnancy to facilitate delineation of pregnancy episodes. We constructed hierarchical rule systems to handle information from multiple sources. We assessed the validity of the Register to identify pregnancy outcomes by comparing our results to linked hospitalisation records and Office for National Statistics population rates. Results: Our algorithm identified 5.8 million pregnancies among 2.4 million women (January 1987‐February 2018). We observed close agreement with hospitalisation data regarding completeness of pregnancy outcomes (91% sensitivity for deliveries and 77% for pregnancy losses) and their timing (median 0 days difference, interquartile range 0‐2 days). Miscarriage and prematurity rates were consistent with population figures, although termination and, to a lesser extent, live birth rates were underestimated in the Register. Conclusions: The Pregnancy Register offers huge research potential because of its large size, high completeness, and availability. Further validation work is underway to enhance this data resource and identify optimal approaches for its use. … (more)
- Is Part Of:
- Pharmacoepidemiology and drug safety. Volume 28:Issue 7(2019)
- Journal:
- Pharmacoepidemiology and drug safety
- Issue:
- Volume 28:Issue 7(2019)
- Issue Display:
- Volume 28, Issue 7 (2019)
- Year:
- 2019
- Volume:
- 28
- Issue:
- 7
- Issue Sort Value:
- 2019-0028-0007-0000
- Page Start:
- 923
- Page End:
- 933
- Publication Date:
- 2019-06-13
- Subjects:
- electronic health records -- pharmacoepidemiology -- pregnancy -- pregnancy outcome -- pregnancy trimesters -- United Kingdom
Pharmacoepidemiology -- Periodicals
Chemotherapy -- Periodicals
Epidemiology -- Periodicals
615.705 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/pds.4811 ↗
- Languages:
- English
- ISSNs:
- 1053-8569
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6446.248000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 11000.xml