Studies using routinely collected data (RCD) are common in the urological literature; however, there are important considerations in the creation and review of RCD discoveries. A recent reporting guideline (REporting of studies Conducted using Observational Routinely-collected health Data, RECORD) was developed to improve the reporting of these studies. This narrative review examines important considerations for RCD studies. To assess the current level of reporting in the urological literature, we reviewed all the original research articles published in Journal of Urology and European Urology in 2014, and determined the proportion of the RECORD checklist items that were reported for RCD studies. There were 56 RCD studies identified among the 608 articles. When the RECORD items were considered applicable to the specific study, they were reported in 52.5% of cases. Studies most consistently (>80% of them) reported the names of the data sources, the study time frame, the extent to which the authors could access the database source, the patient selection, and discussed missing data. Few studies (<25%) discussed validation of key coding elements, details on data-linkage, data-cleaning, the impact of changing eligibility over time, or provided the complete list of coding elements used to define key study variables. Reporting factors specifically relevant in RCD studies may serve to increase the quality of these studies in the urological literature. With increased technological integration in healthcare and the proliferation of electronic medical records, RCD will continue to be an important source for urological research.
IntroductionRoutinely collected data (RCD, also known as administrative data) is increasingly being used to answer clinical research questions. While there are many sources of observational data (for example, population surveys or patient registries), RCD is specifically defined as data that is routinely collected for a purpose other than research. Common examples of RCD sources include physician billing records, insurance company records, or government-mandated healthcare utilization records.
1There are several important strengths that have driven the increased use of RCD research over the last two decades. These include low study costs (especially when compared to prospective clinical studies or randomized, controlled trials), rapid delivery of results, substantial sample sizes, improved generalizability, long-term patient followup (often across different hospitals and physician practices), and the ability to identify very rare patient populations or outcomes.Given the apparent increase in publications using RCD in many urological journals, we sought to review several key issues related to this research area that are relevant for those conducting these studies, and for clinicians who wish to critically read these studies, understand potential methodological limitations, and evaluate the strength of the study's conclusions.
Methodological considerations for the use of RCDAny study using RCD ...