COGNITIVE PREDICTORS ACADEMIC SKILLS 1 Executive Functions and Metacognitive Monitoring Are Not Interchangeable in Educational Settings: Shared and Unique Contributions to Academic Outcomes Rina Pak-ying Lai, Michelle R. Ellefson, and Claire Hughes University of Cambridge Author Notes This manuscript is under peer review. This is not the final version. Correspondence concerning this article should be addressed to Michelle R. Ellefson, University of Cambridge Faculty of Education, 184 Hills Road, Cambridge, CB2 8PQ, United Kingdom. Email:
[email protected]. A joint-council award to the authors funded this research (ES/K010225/1: Economic and Social Research Council, Research Grants Council of HK). Thinking Games website development supported by the Institute of Educational Sciences, U.S. Department of Education, through Grant R305A110932 to the University of Cambridge. The opinions expressed are those of the authors and do not represent the views of the Institute or the U.S. Department of Education. Electronic access to dataset from the entire project: http://reshare.ukdataservice.ac.uk/ 852570/. The full data set for the externally funded project is available through the UK Data Service at http://reshare.ukdataservice.ac.uk/852570/. Materials used for the executive function tasks are available from http://reshare.ukdataservice.ac.uk/852658/. A preprint has been uploaded to https://psyarxiv.com/4jhnz. Initial analyses for this manuscript were conducted by Rina Pak-ying Lai in partial fulfillment of a masters degree. Thanks to (1) Geoff Martin for Thinking Games website programming; (2) Florrie Ng and Qian Wang for comments on the early research design; (3) COGNITIVE PREDICTORS ACADEMIC SKILLS 2 Annabel Amodia-Bidakowska, Emma Chatzispyridou, Yiming Han, Katherine Parkin, Annie Raff, Antonia Zachariou for data collection assistance; (4) Rosie Blunt, Hannah Bush, Claudia Chu, Shehnaz Dowlet, Ellie Frank, Anton Evans, Tanya Paes, Nelly Hu-Kwo for scoring and data entry assistance and (5) Ric Parkin for proof reading.