Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model
<p><strong>Purpose:</strong> We aimed to develop a standardized method to calculate daily dose (i.e., the amount of drug a patient was exposed to per day) of any drug on a global scale using only drug information of typical observational data in the Observational Medical O...
| Main Authors: | , , , , , , , , , , , , , , , , , , , |
|---|---|
| Format: | Journal article |
| Language: | English |
| Published: |
Wiley
2024
|
| _version_ | 1826313337150898176 |
|---|---|
| author | Burkard, T López-Güell, K Gorbachev, A Bellas, L Jödicke, AM Burn, E de Ridder, M Mosseveld, M Gratton, J Seager, S Vojinovic, D Mayer, MA Ramírez-Anguita, JM Machín, AL Oja, M Kolde, R Bonadt, K Prieto-Alhambra, D Reich, C Català, M |
| author_facet | Burkard, T López-Güell, K Gorbachev, A Bellas, L Jödicke, AM Burn, E de Ridder, M Mosseveld, M Gratton, J Seager, S Vojinovic, D Mayer, MA Ramírez-Anguita, JM Machín, AL Oja, M Kolde, R Bonadt, K Prieto-Alhambra, D Reich, C Català, M |
| author_sort | Burkard, T |
| collection | OXFORD |
| description | <p><strong>Purpose:</strong> We aimed to develop a standardized method to calculate daily dose (i.e., the amount of drug a patient was exposed to per day) of any drug on a global scale using only drug information of typical observational data in the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM) and a single reference table from Observational Health Data Sciences And Informatics (OHDSI).</p>
<p><strong>Materials and Methods:</strong> The OMOP DRUG_STRENGTH reference table contains information on the strength or concentration of drugs, whereas the OMOP DRUG_EXPOSURE table contains information on patients' drug prescriptions or dispensations/claims. Based on DRUG_EXPOSURE data from the primary care databases Clinical Practice Research Datalink GOLD (United Kingdom) and Integrated Primary Care Information (IPCI, The Netherlands) and healthcare claims from PharMetrics® Plus for Academics (USA), we developed four formulas to calculate daily dose given different DRUG_STRENGTH reference table information. We tested the dose formulas by comparing the calculated median daily dose to the World Health Organization (WHO) Defined Daily Dose (DDD) for six different ingredients in those three databases and additional four international databases representing a variety of healthcare settings: MAITT (Estonia, healthcare claims and discharge summaries), IQVIA Disease Analyzer Germany (outpatient data), IQVIA Longitudinal Patient Database Belgium (outpatient data), and IMASIS Parc Salut (Spain, hospital data). Finally, in each database, we assessed the proportion of drug records for which daily dose calculations were possible using the suggested formulas.</p>
<p><strong>Results:</strong> Applying the dose formulas, we obtained median daily doses that generally matched the WHO DDD definitions. Our dose formulas were applicable to >85% of drug records in all but one of the assessed databases.</p>
<p><strong>Conclusion:</strong> We have established and implemented a standardized daily dose calculation in OMOP CDM providing reliable and reproducible results.</p> |
| first_indexed | 2024-09-25T04:11:26Z |
| format | Journal article |
| id | oxford-uuid:fb1d580c-2b83-4db9-bee6-e5fb3952d124 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-09-25T04:11:26Z |
| publishDate | 2024 |
| publisher | Wiley |
| record_format | dspace |
| spelling | oxford-uuid:fb1d580c-2b83-4db9-bee6-e5fb3952d1242024-06-24T07:23:42ZCalculating daily dose in the Observational Medical Outcomes Partnership Common Data ModelJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:fb1d580c-2b83-4db9-bee6-e5fb3952d124EnglishSymplectic ElementsWiley2024Burkard, TLópez-Güell, KGorbachev, ABellas, L Jödicke, AMBurn, Ede Ridder, MMosseveld, MGratton, JSeager, SVojinovic, DMayer, MARamírez-Anguita, JMMachín, ALOja, MKolde, RBonadt, KPrieto-Alhambra, DReich, CCatalà, M<p><strong>Purpose:</strong> We aimed to develop a standardized method to calculate daily dose (i.e., the amount of drug a patient was exposed to per day) of any drug on a global scale using only drug information of typical observational data in the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM) and a single reference table from Observational Health Data Sciences And Informatics (OHDSI).</p> <p><strong>Materials and Methods:</strong> The OMOP DRUG_STRENGTH reference table contains information on the strength or concentration of drugs, whereas the OMOP DRUG_EXPOSURE table contains information on patients' drug prescriptions or dispensations/claims. Based on DRUG_EXPOSURE data from the primary care databases Clinical Practice Research Datalink GOLD (United Kingdom) and Integrated Primary Care Information (IPCI, The Netherlands) and healthcare claims from PharMetrics® Plus for Academics (USA), we developed four formulas to calculate daily dose given different DRUG_STRENGTH reference table information. We tested the dose formulas by comparing the calculated median daily dose to the World Health Organization (WHO) Defined Daily Dose (DDD) for six different ingredients in those three databases and additional four international databases representing a variety of healthcare settings: MAITT (Estonia, healthcare claims and discharge summaries), IQVIA Disease Analyzer Germany (outpatient data), IQVIA Longitudinal Patient Database Belgium (outpatient data), and IMASIS Parc Salut (Spain, hospital data). Finally, in each database, we assessed the proportion of drug records for which daily dose calculations were possible using the suggested formulas.</p> <p><strong>Results:</strong> Applying the dose formulas, we obtained median daily doses that generally matched the WHO DDD definitions. Our dose formulas were applicable to >85% of drug records in all but one of the assessed databases.</p> <p><strong>Conclusion:</strong> We have established and implemented a standardized daily dose calculation in OMOP CDM providing reliable and reproducible results.</p> |
| spellingShingle | Burkard, T López-Güell, K Gorbachev, A Bellas, L Jödicke, AM Burn, E de Ridder, M Mosseveld, M Gratton, J Seager, S Vojinovic, D Mayer, MA Ramírez-Anguita, JM Machín, AL Oja, M Kolde, R Bonadt, K Prieto-Alhambra, D Reich, C Català, M Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model |
| title | Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model |
| title_full | Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model |
| title_fullStr | Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model |
| title_full_unstemmed | Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model |
| title_short | Calculating daily dose in the Observational Medical Outcomes Partnership Common Data Model |
| title_sort | calculating daily dose in the observational medical outcomes partnership common data model |
| work_keys_str_mv | AT burkardt calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT lopezguellk calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT gorbacheva calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT bellasl calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT jodickeam calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT burne calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT deridderm calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT mosseveldm calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT grattonj calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT seagers calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT vojinovicd calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT mayerma calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT ramirezanguitajm calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT machinal calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT ojam calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT kolder calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT bonadtk calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT prietoalhambrad calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT reichc calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel AT catalam calculatingdailydoseintheobservationalmedicaloutcomespartnershipcommondatamodel |