Foreign Ownership, Agency Costs, and Long-Term Firm Growth: Evidence from Korea
Abstract
:1. Introduction
2. Prior Literature and Hypothesis Development
2.1. Foreign Investors and Agency Costs
2.2. Foreign Investors and Dividend Payouts
2.3. Foreign Investors and Long-Term Firm Growth
3. Data and Descriptive Statistics
3.1. Sample Selection
3.2. Variable Descriptions
3.3. Descriptive Statistics
4. Empirical Results
4.1. Foreign Ownership and Firm Value
4.1.1. Results from the Baseline Regression
+ β4Leveragei,t + β5Capital_Expeni,t + β6Dividendi,t + β7ROAi,t
+ Σi,tYear_Dummy + Σi,tIndustry_Dummy (Σi,tFirm_Dummy)+ ɛi,t,
4.1.2. Results from Change Regressions
4.2. The Effect of Changes in Foreign Ownership on Changes in Agency Costs
+ β4ΔFirm_Sizei,t + β5ΔLeveragei,t + β7ΔSales_Growthi,t + β8ΔFirm_Agei,t
+ Σi,tYear_Dummy + Σi,tIndustry_Dummy + εi,t.
4.3. The Effect of Foreign Ownership on Dividend Payouts
+ β4Capital_Expeni,t + β5R&D_Intensityi,t + β6Firm_Sizei,t
+ β7Leveragei,t + β8Stock_Volatilityi,t + β9Retained_Asseti,t
+ Σi,tYear_Dummy + Σi,tIndustry_Dummy + εi,t.
4.4. The Effect of Foreign Ownership on the Relationship between Dividend Payouts and Long-Term Firm Growth
+ β3Foreign_Dummyi,t + β4Firm_Sizei,t + β5Leveragei,t
+ β6ROAi,t + β7Capital_Expeni,t + β8R&D_Intensityi,t
+ β9Firm_Agei,t + β10Asset_Growthi,t
+ Σi,tYear_Dummy + Σi,tIndustry_Dummy + ɛi,t,
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A. Variable Definitions
Variables | Definition |
Tobin_Q | Tobin’s Q, calculated as the book value of total assets plus the market value of equity minus the book value of equity, divided by the book value of total assets. |
Foreign_Own | Sum of common and restricted stock owned by the foreign investors, divided by shares outstanding at the fiscal year end. |
Control_Own | Sum of common and restricted stock owned by the controlling shareholders, divided by shares outstanding at the fiscal year end. |
Firm_Size | Natural logarithm of the book value of total assets. |
Leverage | Total debt divided by total assets. |
Capital_Expen | Capital expenditures divided by total assets. |
Dividend | Cash dividends divided by total assets. |
ROA | Return on total assets, calculated as the earnings before interest and tax (EBIT) divided by total assets. |
SGA_Sales | Selling, general, and administrative (SG&A) expenses divided by total sales. |
Sales_Asset | Net sales divided by total assets. |
Short_Debt | Proportion of short-term debt, measured as the ratio of short-term debt that matures in one year to a firm’s total debt. |
Sales_Growth | Change in net sales from the previous year, divided by lagged net sales. |
Firm_Age | Natural logarithm of 1 plus the number of years since establishment of a firm. |
Stock_Volatility | Standard deviation of daily stock price returns multiplied by the square root of the number of trading days in a year. |
R&D_Intensity | Research and development (R&D) expenses divided by total sales. |
Retained_Asset | Retained earnings divided by total assets. |
Asset_Growth | Change in total assets from the previous year, divided by the lagged total assets. |
Foreign_Dummy | An indicator variable equal to one if a firm’s foreign ownership is more than the yearly median foreign ownership and zero otherwise. |
Sales_Growth (t + k) | , where = 3 and 5 for 3- and 5-year-ahead periods. |
Earnings_Growth (t + k) | , where = 3 and 5 for 3- and 5-year-ahead periods. |
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Variables | N | Mean | Std. Dev. | 25th | Median | 75th |
---|---|---|---|---|---|---|
Tobin_Q | 8348 | 1.1083 | 0.6452 | 0.7458 | 0.9318 | 1.2122 |
Foreign_Own | 8348 | 0.1110 | 0.1428 | 0.0097 | 0.0471 | 0.1624 |
Control_Own | 8348 | 0.4314 | 0.1686 | 0.3121 | 0.4293 | 0.5412 |
Firm_Size | 8348 | 26.7135 | 1.4834 | 25.6731 | 26.4550 | 27.5130 |
Leverage | 8348 | 0.4218 | 0.1982 | 0.2651 | 0.4243 | 0.5663 |
Capital_Expen | 8348 | 0.0155 | 0.0802 | −0.0100 | 0.0007 | 0.0254 |
Dividend | 8348 | 0.0088 | 0.0107 | 0.0000 | 0.0059 | 0.0125 |
ROA | 8348 | 0.0452 | 0.0616 | 0.0156 | 0.0410 | 0.0751 |
SGA_Sales | 8348 | 0.1782 | 0.1764 | 0.0628 | 0.1099 | 0.2167 |
Net_SGA_Sales | 8348 | 0.1695 | 0.1719 | 0.0599 | 0.1022 | 0.2041 |
Sales_Asset | 8348 | 0.9220 | 0.5314 | 0.5891 | 0.8488 | 1.1606 |
Short_Debt | 8348 | 0.7156 | 0.1950 | 0.5963 | 0.7539 | 0.8679 |
Firm_Age | 8348 | 3.4646 | 0.6757 | 3.3322 | 3.6636 | 3.8918 |
Sales_Growth | 8348 | 0.0840 | 0.3147 | −0.0398 | 0.0493 | 0.1488 |
Stock_Volatility | 8348 | 46.8924 | 19.2482 | 33.4774 | 43.2176 | 56.5658 |
R&D_Intensity | 8348 | 0.0099 | 0.0208 | 0.0000 | 0.0012 | 0.0097 |
Retained_Asset | 8348 | 0.2807 | 0.2840 | 0.1223 | 0.2847 | 0.4681 |
Asset_Growth | 8348 | 0.0763 | 0.1928 | −0.0155 | 0.0445 | 0.1291 |
Foreign_Dummy | 8348 | 0.4994 | 0.5000 | 0.0000 | 0.0000 | 1.0000 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
---|---|---|---|---|---|---|---|---|
(1) Tobin_Q | 1.0000 | |||||||
(2) Foreign_Own | 0.2279 *** | 1.0000 | ||||||
(3) Control_Own | −0.1146 *** | −0.1475 *** | 1.0000 | |||||
(4) Firm_Size | 0.0571 *** | 0.4503 *** | −0.0450 *** | 1.0000 | ||||
(5) Leverage | −0.0003 | −0.1184 *** | −0.1166 *** | 0.1852 *** | 1.0000 | |||
(6) Capital_Expen | 0.0607 *** | 0.0188 | 0.0265 | 0.0425 *** | 0.0526 *** | 1.0000 | ||
(7) Dividend | 0.2915 *** | 0.3134 *** | 0.0481 *** | 0.0251 | −0.3487 *** | 0.0198 | 1.0000 | |
(8) ROA | 0.2435 *** | 0.2880 *** | −0.0034 *** | 0.1517 *** | −0.1751 *** | 0.1162 *** | 0.5000 *** | 1.0000 |
Independent Variables | Dependent Variable = Tobin_Q | |||
---|---|---|---|---|
Four Different Estimation Specifications: | ||||
Pooled OLS (1) | Fama–MacBeth (1973) (2) | Firm Fixed Effects (3) | GMM (4) | |
Intercept | 1.1967 *** (0.002) | 1.0894 ** (0.015) | 2.7630 *** (0.001) | 1.4621 * (0.054) |
Foreign_Own | 0.8157 *** (<0.001) | 0.6585 *** (<0.001) | 0.5093 *** (0.001) | 1.1049 *** (<0.001) |
Control_Own | −0.2530 *** (0.008) | −0.2487 *** (<0.001) | −0.1823 * (0.085) | −0.4522 ** (0.020) |
Firm_Size | −0.0321 ** (0.022) | −0.0204 (0.139) | −0.0837 ** (0.007) | −0.0422 (0.137) |
Leverage | 0.5618 *** (<0.001) | 0.6985 *** (<0.001) | 0.3758 *** (<0.001) | 0.2119 (0.145) |
Capital_Expen | 0.2798 *** (0.003) | 0.2937 *** (0.005) | 0.2013 *** (0.006) | −0.3673 *** (<0.001) |
Dividend | 1.3842 *** (<0.001) | 11.2760 *** (<0.001) | 8.2010 *** (<0.001) | 1.1946 *** (<0.001) |
ROA | 2.2375 *** (<0.001) | 1.4036 *** (<0.001) | 1.7457 *** (<0.001) | 1.0844 *** (<0.001) |
Year fixed effects | Yes | No | Yes | Yes |
Industry fixed effects | Yes | Yes | No | Yes |
Firm fixed effects | No | No | Yes | No |
Adjusted R2 | 0.3097 | 0.4638 | 0.6608 | |
Number of observations | 8348 | 8348 | 8348 | 6742 |
Dependent Variable = ΔTobin_Q | |||
---|---|---|---|
Independent Variables | (1) | (2) | (3) |
Intercept | 0.0111 *** (<0.001) | 0.0158 *** (<0.001) | 0.0318 *** (<0.001) |
ΔForeign_Own | 1.0410 *** (<0.001) | 1.0190 *** (<0.001) | 0.9065 *** (<0.001) |
ΔControl_Own | −0.3363 *** (0.002) | −0.2663 *** (0.009) | |
ΔFirm_Size | −0.1801 *** (<0.001) | ||
ΔLeverage | 0.5218 *** (<0.001) | ||
ΔCapital_Expen | 0.0516 (0.312) | ||
ΔDividend | 4.9053 *** (<0.001) | ||
ΔROA | 1.3154 *** (<0.001) | ||
Year fixed effects | Yes | Yes | Yes |
Industry fixed effects | Yes | Yes | Yes |
Adjusted R2 | 0.1150 | 0.1178 | 0.1580 |
Number of observations | 7497 | 7497 | 7497 |
Independent Variables | Dependent Variables: | ||
---|---|---|---|
ΔSGA_Sales (1) | ΔNet_SGA_Sales (2) | ΔSales_Asset (3) | |
Intercept | 0.0054 *** (<0.001) | 0.0049 *** (<0.001) | 0.0086 *** (0.005) |
ΔForeign_Own | −0.0359 ** (0.036) | −0.0347 ** (0.044) | 0.1181 ** (0.036) |
ΔControl_Own | −0.0079 (0.687) | −0.0074 (0.702) | −0.1348 ** (0.030) |
ΔShort_Debt | −0.0047 (0.594) | −0.0036 (0.674) | 0.1041 *** (<0.001) |
ΔFirm_Size | −0.0112 (0.347) | −0.0084 (0.475) | −0.4308 *** (<0.001) |
ΔLeverage | 0.0429 * (0.054) | 0.0382 * (0.079) | 0.0418 (0.531) |
ΔSales_Growth | −0.0528 *** (<0.001) | −0.0508 *** (<0.001) | 0.1970 *** (<0.001) |
ΔFirm_Age | −0.0521 *** (<0.001) | −0.0487 *** (<0.001) | 0.1843 *** (<0.001) |
Year fixed effects | Yes | Yes | Yes |
Industry fixed effects | Yes | Yes | Yes |
Adjusted R2 | 0.1119 | 0.1065 | 0.2785 |
Number of observations | 7497 | 7497 | 7497 |
Independent Variables | Dependent Variable = Dividend | ||||
---|---|---|---|---|---|
Pooled OLS (1) | Fama–MacBeth (1973) (2) | Firm Fixed Effects (3) | Tobit Model (4) | GMM (5) | |
Intercept | 0.0268 *** (<0.001) | 0.0283 *** (<0.001) | 0.0428 *** (0.003) | 0.0117 (0.115) | 0.0595 *** (0.001) |
Foreign_Own | 0.0131 *** (<0.001) | 0.0130 *** (<0.001) | 0.0166 *** (<0.001) | 0.0108 *** (<0.001) | 0.0119 *** (0.003) |
Control_Own | 0.0024 (0.136) | 0.0022 *** (<0.001) | −0.0007 (0.678) | 0.0046 ** (0.014) | −0.0018 (0.372) |
ROA | 0.0393 *** (<0.001) | 0.0434 *** (<0.001) | 0.0261 *** (<0.001) | 0.0846 *** (<0.001) | 0.0215 *** (<0.001) |
Capital_Expen | 0.0002 (0.895) | −0.0009 (0.652) | 0.0012 (0.250) | 0.0045 *** (0.005) | −0.0012 (0.336) |
R&D_Intensity | 0.0030 (0.774) | 0.0018 (0.776) | −0.0088 (0.283) | −0.0112 (0.434) | −0.0092 (0.440) |
Firm_Size | −0.0008 *** (<0.001) | −0.0009 (<0.001) | −0.0013 ** (0.019) | −0.0004 * (0.081) | −0.0020 *** (0.004) |
Leverage | −0.0068 *** (<0.001) | −0.0068 (<0.001) | −0.0064 *** (<0.001) | −0.0049 *** (0.009) | −0.0054 *** (0.008) |
Stock_Volatility | −0.0000 *** (<0.001) | −0.0001 *** (<0.001) | −0.0000 *** (<0.001) | −0.0001 *** (<0.001) | −0.0000 (0.258) |
Retained_Asset | 0.0040 *** (<0.001) | 0.0025 ** (0.014) | 0.0029 *** (0.001) | 0.0122 *** (<0.001) | −0.0021 (0.225) |
Year fixed effects | Yes | No | Yes | Yes | Yes |
Industry fixed effects | Yes | Yes | No | Yes | Yes |
Firm fixed effects | No | No | Yes | No | No |
Adjusted R2 | 0.4225 | 0.4947 | 0.6981 | ||
Number of observations | 8348 | 8348 | 8348 | 8348 | 6742 |
Number of left-censored obs. | 2290 | ||||
Number of uncensored obs. | 6058 |
Independent Variables | Dependent Variables: | |||
---|---|---|---|---|
Sales_Growth (t + 3) (1) | Sales_Growth (t + 5) (2) | Earnings_Growth (t + 3) (3) | Earnings_Growth (t + 5) (4) | |
Intercept | 0.3448 *** (<0.001) | 0.3100 *** (<0.001) | 0.4888 *** (<0.001) | 0.4006 *** (0.001) |
Dividend | −1.8303 *** (<0.001) | −1.5415 *** (<0.001) | −5.7676 *** (<0.001) | −3.6407 *** (<0.001) |
Dividend * Foreign_Dummy | 1.7523 *** (<0.001) | 1.5020 *** (0.001) | 2.9481 *** (0.007) | 1.8983 ** (0.020) |
Foreign_Dummy | −0.0167 ** (0.030) | −0.0151 ** (0.036) | −0.0419 ** (0.026) | −0.0205 (0.135) |
Firm_Size | −0.0062 ** (0.016) | −0.0050 ** (0.038) | −0.0005 (0.921) | −0.0046 (0.230) |
Leverage | −0.0413 ** (0.011) | −0.0424 *** (0.009) | 0.1103 *** (0.009) | 0.0911 *** (0.001) |
ROA | −0.0625 (0.183) | −0.0402 (0.365) | −0.8124 *** (<0.001) | −0.4760 *** (<0.001) |
Capital_Expen | 0.0485 (0.104) | 0.0377 (0.103) | 0.0009 (0.992) | 0.0285 (0.609) |
R&D_Intensity | 0.5737 *** (0.004) | 0.3684 ** (0.038) | 0.6494 * (0.073) | 0.2984 (0.291) |
Firm_Age | −0.0162 *** (<0.001) | −0.0171 *** (<0.001) | −0.0236 *** (0.010) | −0.0272 *** (<0.001) |
Asset_Growth | 0.1202 *** (<0.001) | 0.0564 *** (<0.001) | 0.0115 (0.749) | −0.0361 (0.112) |
Year fixed effects | Yes | Yes | Yes | Yes |
Industry fixed effects | Yes | Yes | Yes | Yes |
Adjusted R2 | 0.1175 | 0.1830 | 0.0568 | 0.0848 |
Number of observations | 6032 | 4751 | 4765 | 3658 |
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Choi, Y.M.; Park, K. Foreign Ownership, Agency Costs, and Long-Term Firm Growth: Evidence from Korea. Sustainability 2019, 11, 1599. https://doi.org/10.3390/su11061599
Choi YM, Park K. Foreign Ownership, Agency Costs, and Long-Term Firm Growth: Evidence from Korea. Sustainability. 2019; 11(6):1599. https://doi.org/10.3390/su11061599
Chicago/Turabian StyleChoi, Young Mok, and Kunsu Park. 2019. "Foreign Ownership, Agency Costs, and Long-Term Firm Growth: Evidence from Korea" Sustainability 11, no. 6: 1599. https://doi.org/10.3390/su11061599
APA StyleChoi, Y. M., & Park, K. (2019). Foreign Ownership, Agency Costs, and Long-Term Firm Growth: Evidence from Korea. Sustainability, 11(6), 1599. https://doi.org/10.3390/su11061599