This study also uses the panel regression analysis to observe whether companies that do issue ADRs also improve the efficiency of R&D investment and increase their market value. This study separates the panel regression into four parts: Level 3, Level 2, Level 1, and no-ADR (the matched comparison sample). The results of the panel data analysis are displayed in Panel A of Table 4.