“…Recent papers identify numerous factors that influence innovative activity. They include: managerial overconfidence (Galasso andSimcoe (2011), Hirshleifer, Low, andTeoh (2012)), institutional ownership (Aghion, Van Reenen, and Zingales (2013)), corporate governance (Sapra, Subramanian, and Subramanian (2014)), analysts following (He and Tian (2013)), stock liquidity (Fang, Tian, and Tice (2014)), banking deregulation (Chava, Oettl, Subramanian, and Subramanian (2013)), accounting conservatism (Chang, Hilary, Kang, and Zhang (2013)), nonexecutive employee stock options (Chang, Fu, Low, and Zhang (2014)), and so on. Nevertheless, the existing literature does not explain the apparent geographical disparity in innovative activity across the United States, as illustrated in Figure 1, which shows wide variation of research and development (R&D) expenditure per gross domestic product (GDP) at the state level.…”