HomeHealthcareHow reproducible are real-world research utilizing scientific observe knowledge? – Healthcare Economist

How reproducible are real-world research utilizing scientific observe knowledge? – Healthcare Economist






That’s the query posed by a paper by Wang, Sreedhara and Schneeweiss (2022). The authors replicate the findings from n=250 real-world knowledge research. The research have been replicated utilizing 3 datasets: (i) Optum Clinformatics claims knowledge, (ii) IBM MarketScan Analysis Database claims knowledge, Medicare fee-for-service claims knowledge, and (iii) CPRD digital well being information. Key paper findings are under:

Authentic and replica impact sizes have been positively correlated (Pearson’s correlation = 0.85), a robust relationship with some room for enchancment. The median and interquartile vary for the relative magnitude of impact (e.g., hazard ratiooriginal/ hazard ratioreproduction) is 1.0 [0.9, 1.1], vary [0.3, 2.1]. Whereas the vast majority of outcomes are intently reproduced, a subset aren’t. The latter may be defined by incomplete reporting and up to date knowledge. Better methodological transparency aligned with new steering could additional enhance reproducibility and validity evaluation, thus facilitating evidence-based decision-making

https://www.nature.com/articles/s41467-022-32310-3

This paper gained the 2023 Award for Excellence in Well being Economics and Outcomes Analysis Methodology. You may learn the total paper right here.





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