When AI prediction substantially resolves trial uncertainty, a party purchasing AI prediction will disclose it if it is in their favour and not otherwise, signalling the outcome to the other party. Thus, the trial outcome becomes common knowledge. However, this implies that the parties will...

This paper examines and finds that the answer is likely to be no. The environment examined starts with users who contribute based on their motives to create a public good. Their own actions determine the quality of that public good but also embed a free-rider problem. When AI is trained on that...

In recent years, manufacturing firms in the United States have faced increasing import competition from low-wage countries, especially China. Does this competition hurt or help innovation by firms? This paper studies the effect of the surge in imports from China on innovation in the US...

This paper examines whether CEOs with shorter initial contract lengths suffer from greater pressure and consequently engage in more visible efforts via mergers and acquisitions (M&As). By using CEO initial fixed-term contracts and exploiting U.K. corporate governance reform as an exogenous...

This paper examines executive and nonexecutive performance-vested (p-v) restricted stock grants and the extent to which setting an attainable goal affects corporate innovation. Using a Monte-Carlo simulation framework and exploiting an exogenous variation in Offshore Service Outsourcing (OSO)...

In recent years, manufacturing firms in the United States have faced increasing import competition from low-wage countries, especially China. Does this competition hurt or help innovation by firms? This paper studies the effect of the surge in imports from China on innovation in the US...

This paper examines to what extent the equity incentives awarded to a specific group of nonexecutive employees (core technical employees and middle-level managers) are related to subsequent corporate innovation and firm specificity. We exploit a unique dataset to directly capture core staff...

Corporate innovation plays a crucial role in maintaining competitiveness and enhancing firm value. However, despite being the world's leading manufacturing nation, the role of managerial ownership in fostering innovation within the Chinese manufacturing industry has not received adequate...

Despite the increased focus on business model innovation in recent years, there are still major gaps in existing literature about the causes of innovation. Therefore, this study examines various factors impacting business model innovation. Researchers have highlighted that entrepreneurial...

This study, which focuses on Chinese semiconductor companies, explores the relationship between government support (GS), proactive market orientation (PMO), science and technology (S&T) employees input (STEI), S&T employees management (STEM), and innovation performance (IP). In addition,...