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A Technical Infrastructure to Conduct Randomized Database Studies Facilitated by a General Practice Research Database: Figure 1
Author(s) -
Georgio Mosis,
Albert E. Vlug,
Mees Mosseveld,
Jeanne P. Dieleman,
Bruno C. Stricker,
Johan van der Lei,
Miriam Sturkenboom
Publication year - 2005
Publication title -
journal of the american medical informatics association
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.614
H-Index - 150
eISSN - 1527-974X
pISSN - 1067-5027
DOI - 10.1197/jamia.m1803
Subject(s) - randomized controlled trial , generalizability theory , database , observational study , computer science , randomization , data mining , data science , medicine , psychology , developmental psychology , surgery , pathology
General practice research databases are increasingly used to study intended and unintended effects of treatments. However, confounding by indication remains a major problem. The randomized database study methodology has been proposed as a method to combine the strengths of observational database (generalizability) and the strength of the randomized clinical trial (RCT) design (randomization). We developed an infrastructure that enables the execution of randomized database studies with treatment randomization facilitated by a general practice research database. The requirements posed by the methodology of randomized database studies were facilitated by software components. Our assessment showed that it is technically possible to conduct randomized trials in general practice according to the randomized database design. The infrastructure facilitated the conduct of randomized database studies in general practice but some practical difficulties and methodological issues remain. The technical infrastructure seems to be both promising and potentially feasible to facilitate future randomized database studies, although the methodology needs to be evaluated in more detail.

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