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**[Supplementary Materials for JREE Manuscript][1]** **Stata Code for Full Analysis** ***Number Knowledge Tutoring (NKT)*** 1. "[01_clean_data.do][2]" contains code used to clean the raw data from the NKT study and check that missing data was missing at random. 2. "[02_estimate_impacts.do][3]" calculates the short term and medium term impacts of the NKT intervention. 3. "[03_calculate_forecast.do][4]" calculates the forecasts using only data from the control group of the NKT sample. 4. "[03_data_forecast_parameters][5]"dataset with the forecasts calculated from the NKT study. 5. "[04_visualize_forecast.do][6]" this code creates the plots shown in the manuscript and the supplementary materials. ***Pre-K Mathematics (PKM)*** 1. "[01_estimate_impacts][7]" contains code used to calculate the short term and medium term impacts of the PKM intervention. 2. "[02_forecast_parameters][8]" dataset with the forecasts calculated from the PKM. 3. "[03_calculate_forecast.do][9]" contains the code used to calculate the forecasts using only data from the control group of the PKM sample. 4. "[04_visualize_forecast][10]" code creates the plots shown in the supplementary materials. [1]: https://osf.io/muszb/ [2]: https://osf.io/9xgvr/ [3]: https://osf.io/rjuhq/ [4]: https://osf.io/gpwr6/ [5]: https://osf.io/326fd/ [6]: https://osf.io/buhcr/ [7]: https://osf.io/mx9p2/ [8]: https://osf.io/p8bjf/ [9]: https://osf.io/etvn5/ [10]: https://osf.io/qck7a/
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