BEGIN:VCALENDAR VERSION:2.0 PRODID:-//132.216.177.157//NONSGML kigkonsult.se iCalcreator 2.20.4// BEGIN:VEVENT UID:20240511T024536EDT-2890DjRnZb@132.216.177.157 DTSTAMP:20240511T064536Z DESCRIPTION:George Aragon\n\nArizona State University\n\nMachine-Learning a bout ESG Preferences: Evidence from Fund Flow\n\nDate: Friday\, March 22\, 2024\n Time: 10:30-11:45 am\n Location: Bronfman Bldg. (1001 Sherbrooke St. West)\, Room 340\n\nAll are cordially invited to attend.\n\nPlease dgfc.m gmt [at] mcgill.ca (subject: Desmarais%20Global%20Finance%20Research%20Cen tre%20Seminars) (contact us) for more details.\n\nAbstract\n\nWe construc t a broad dataset of Environmental\, Social\, and Governance (ESG) scores for equity mutual funds based on the stocks they hold and stock-level scor es from six prominent ESG data providers. We find that many ESG scores pre dict fund flows despite substantial disagreement among providers. We then use machine learning to concentrate the information in scores and generate accurate flow forecasts (ESG-driven flows). We use ESG-driven flows to pr oxy for a fund’s ESG performance and find that better performing funds sub sequently realize higher flows and lower returns. Investors also pay $14 m illion/year more for a top ESG fund.\n DTSTART:20240322T143000Z DTEND:20240322T154500Z LOCATION:Room 340\, Bronfman Building\, CA\, QC\, Montreal\, H3A 1G5\, 1001 rue Sherbrooke Ouest SUMMARY:Desmarais Global Finance Research Centre (DGFRC) Seminar URL:https://www.mcgill.ca/desautels/channels/event/desmarais-global-finance -research-centre-dgfrc-seminar-356180 END:VEVENT END:VCALENDAR