Understanding the impact of trade policy effect uncertainty on firm-level innovation investment: A deep learning approach

• Main Authors: CHANG, Daniel, HU, Nan, LIANG, Peng, SWINK, Morgan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Effect uncertainty; Trade policy uncertainty; Real options theory; Resource dependence theory; Innovation investment; Deep learning; Numerical Analysis and Scientific Computing; Operations Research, Systems Engineering and Industrial Engineering; Technology and Innovation
• Online Access: https://ink.library.smu.edu.sg/sis_research/8302; https://ink.library.smu.edu.sg/context/sis_research/article/9305/viewcontent/SSRN_id3744966__1_.pdf
• Institution: Singapore Management University

Integrating the real options perspective and resource dependence theory, this study examines how firms adjust their innovation investments to trade policy effect uncertainty (TPEU), a less studied type of firm specific, perceived environmental uncertainty in which managers have difficulty predicting...