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The performance of interrupted time series designs with a limited number of time points: Learning losses due to school closures during the COVID-19 pandemic

Interrupted time series (ITS) designs are increasingly used for estimating the effect of shocks in natural experiments. Currently, ITS designs are often used in scenarios with many time points and simple data structures. This research investigates …