“…However, several studies on option markets' contribution to stock price discovery find options play a limited role (Chan, Chung, & Fong, 2002;Chan, Chung, & Johnson, 1993;Finucane, 1999;Holowczak, Simaan, & Wu, 2006;Muravyev, Pearson, & Broussard, 2013;Stephan & Whaley, 1990;Vijh, 1990). Yet, other studies document evidence of significant stock return predictability using option volume measures, including putcall ratios, option-to-stock volume ratios, options order flow or order imbalances, and option volume itself (Blau, Nguyen, & Whitby, 2014;Ge et al, 2016;Hu, 2014;Johnson & So, 2012;Pan & Poteshman, 2006;Roll, Schwartz, & Subrahmanyam, 2010;Ryu & Yang, 2018). 3 Another branch of this literature examines stock return predictability of option pricing measures.…”