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Translating Evidence into Practice: Eligibility Criteria Fail to Eliminate Clinically Significant Differences Between Real-world and Study Populations

Overview
Journal NPJ Digit Med
Date 2020 May 16
PMID 32411828
Citations 56
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Abstract

Randomized controlled trials (RCTs) are regarded as the most reputable source of evidence. In some studies, factors beyond the intervention itself may contribute to the measured effect, an occurrence known as heterogeneity of treatment effect (HTE). If the RCT population differs from the real-world population on factors that induce HTE, the trials effect will not replicate. The RCTs eligibility criteria should identify the sub-population in which its evidence will replicate. However, the extent to which the eligibility criteria identify the appropriate population is unknown, which raises concerns for generalizability. We compared reported data from RCTs with real-world data from the electronic health records of a large, academic medical center that was curated according to RCT eligibility criteria. Our results show fundamental differences between the RCT population and our observational cohorts, which suggests that eligibility criteria may be insufficient for identifying the applicable real-world population in which RCT evidence will replicate.

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References
1.
Stuart E, Bradshaw C, Leaf P . Assessing the generalizability of randomized trial results to target populations. Prev Sci. 2014; 16(3):475-85. PMC: 4359056. DOI: 10.1007/s11121-014-0513-z. View

2.
Melloni C, Berger J, Wang T, Gunes F, Stebbins A, Pieper K . Representation of women in randomized clinical trials of cardiovascular disease prevention. Circ Cardiovasc Qual Outcomes. 2010; 3(2):135-42. DOI: 10.1161/CIRCOUTCOMES.110.868307. View

3.
Golomb B, Chan V, Evans M, Koperski S, White H, Criqui M . The older the better: are elderly study participants more non-representative? A cross-sectional analysis of clinical trial and observational study samples. BMJ Open. 2012; 2(6). PMC: 3533104. DOI: 10.1136/bmjopen-2012-000833. View

4.
Sackett D, Rosenberg W, Gray J, Haynes R, Richardson W . Evidence based medicine: what it is and what it isn't. BMJ. 1996; 312(7023):71-2. PMC: 2349778. DOI: 10.1136/bmj.312.7023.71. View

5.
Ezekowitz J, Hu J, Delgado D, Hernandez A, Kaul P, Leader R . Acute heart failure: perspectives from a randomized trial and a simultaneous registry. Circ Heart Fail. 2012; 5(6):735-41. DOI: 10.1161/CIRCHEARTFAILURE.112.968974. View