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• W4207000194 abstract "Interrupted Time Series (ITS) are a type of nonrandomized design commonly used to evaluate public health policy interventions, and the impact of exposures, at the population level. Meta-analysis may be used to combine results from ITS across studies (in the context of systematic reviews) or across sites within the same study. We aimed to examine the statistical approaches, methods, and completeness of reporting in reviews that meta-analyze results from ITS.Eight electronic databases were searched to identify reviews (published 2000-2019) that meta-analyzed at least two ITS. Characteristics of the included reviews, the statistical methods used to analyze the ITS and meta-analyze their results, effect measures, and risk of bias assessment tools were extracted.Of the 4213 identified records, 54 reviews were included. Nearly all reviews (94%) used two-stage meta-analysis, most commonly fitting a random effects model (69%). Among the 41 reviews that re-analyzed the ITS, linear regression (39%) and ARIMA (20%) were most commonly used; 38% adjusted for autocorrelation. The most common effect measure meta-analyzed was an immediate level-change (46/54). Reporting of the statistical methods and ITS characteristics was often incomplete.Improvement is needed in the conduct and reporting of reviews that meta-analyze results from ITS." @default.
• W4207000194 created "2022-01-26" @default.
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• W4207000194 date "2022-05-01" @default.
• W4207000194 modified "2023-10-02" @default.
• W4207000194 title "Methodological systematic review recommends improvements to conduct and reporting when meta-analyzing interrupted time series studies" @default.
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• W4207000194 doi "https://doi.org/10.1016/j.jclinepi.2022.01.010" @default.
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