@JinglingSpringbells
Yes, limitations are always worth reading, every study has them!
But the ones on this study have been impressively mitigated.
First, it's observational not a controlled study.
The discrepancy between previous observational studies and randomised controlled trials has been attributed to population differences and methodological biases. Analysing observational data by using a design that emulates a target trial has been suggested to mitigate such pitfalls. Other than the randomisation, which is not possible in an observational study, emulating a target trial is advocated as being more accurate for causal inference than a traditional observational study.
This study was designed to emulate target trials (that is, hypothetical pragmatic trials that would have answered the causal question of interest) of the effect of menopausal hormone therapy compared with no menopausal hormone therapy on the risk of cardiovascular disease outcomes. Table 1 shows the protocol of the target trial and its observational emulation. 138 trials were emulated, one trial each month during the study period, with each trial having a one month enrolment period. This ensures that all eligible initiators and events are included in the analysis. This approach increases statistical power compared with selecting only one of those instances as time zero and accounts for the fact that individuals can meet eligibility criteria multiple times during the study period; figure 1 illustrates the study design. The emulation of a series of trials, such that each individual may participate in multiple trials, has been successfully applied in previous studies when comparing treatment versus non-treatment.
By clearly defining the target trial protocol and its observational emulation, we ensured eligibility and treatment alignment from the start, preventing selection bias by excluding prevalent users at baseline. We aimed to estimate the average treatment effect for ischaemic heart disease, cerebral infarction, myocardial infarction, and venous thromboembolism with the use of different types of contemporary menopausal hormone therapy.