Effects of Foreign Directors’ Nationalities and Director Types on Corporate Philanthropic Behavior: Evidence from Korean Firms
Abstract
:1. Introduction
2. Theoretical Background
2.1. Corporate Social Responsibility
2.2. Corporate Boards and Corporate Social Responsibility
2.3. Foreign Directors
3. Hypotheses
3.1. The Nationality of Foreign Directors and Corporate Social Responsibility
3.2. The Director Types of Foreign Directors and Corporate Social Responsibility
4. Methods
4.1. Data and Sample
4.2. Measures
4.3. Analysis
5. Results
5.1. Descriptive Statistics and Correlations
5.2. Regression Results
5.3. Additional Analysis
6. Discussion and Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Mean | S.D. | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | |
(1) ln(donation) | 7.74 | 4.94 | 1.00 | ||||||||
(2) Anglo director rate | 0.00 | 0.03 | 0.01 | 1.00 | |||||||
(3) non-Anglo director rate | 0.01 | 0.06 | 0.01 * | 0.04 * | 1.00 | ||||||
(4) Anglo director number | 0.03 | 0.26 | 0.02 * | 0.92 * | 0.05 * | 1.00 | |||||
(5) non-Anglo director number | 0.10 | 0.55 | 0.03 * | 0.05 * | 0.94 * | 0.07 * | 1.00 | ||||
(6) Anglo dir. number: insider | 0.03 | 0.27 | 0.00 | 0.77 * | 0.05 * | 0.75 * | 0.05 * | 1.00 | |||
(7) Anglo dir. number: outside | 0.01 | 0.13 | 0.06 * | 0.46 * | 0.05 * | 0.62 * | 0.08 * | 0.18 * | 1.00 | ||
(8) non-Anglo dir. number: insider | 0.08 | 0.46 | 0.02 * | 0.03 * | 0.91 * | 0.04 * | 0.95 * | 0.05 * | 0.04 * | 1.00 | |
(9) non-Anglo dir. number: outsider | 0.02 | 0.19 | 0.04 * | 0.06 * | 0.56 * | 0.10 * | 0.65 * | 0.03 * | 0.15 * | 0.38 * | 1.00 |
(10) firm size | 18.34 | 1.49 | 0.53 * | 0.04 * | 0.08 * | 0.07 * | 0.10 * | 0.03 * | 0.13 * | 0.08 * | 0.12 * |
(11) ROA | −3.67 | 33.45 | 0.17 * | −0.01 | 0.02 * | −0.01 | 0.02 * | −0.00 | 0.00 | 0.02 * | 0.01 |
(12) organizational slack | 9.55 | 7.53 | 0.30 * | −0.02 * | 0.02 * | −0.00 | 0.02 * | −0.01 | 0.03 * | 0.01 | 0.04 * |
(13) debt ratio | 1.26 | 12.26 | −0.01 | −0.00 | −0.01 | −0.00 | −0.01 | −0.00 | −0.00 | −0.01 | −0.00 |
(14) firm age | 25.07 | 15.50 | 0.24 * | 0.00 | 0.03 * | 0.01 | 0.05 * | 0.01 | 0.03 * | 0.04 * | 0.05 * |
(15) marketing intensity | 0.01 | 0.02 | 0.10 * | 0.01 | −0.01 | 0.00 | −0.02 * | −0.01 | 0.02 * | −0.03 * | 0.01 |
(16) media exposure | 75.72 | 64.44 | 0.05 * | −0.01 | −0.01 | −0.01 | −0.02 | −0.02 * | −0.00 | −0.01 | −0.01 |
(10) | (11) | (12) | (13) | (14) | (15) | (16) | |||||
(10) firm size | - | - | 1.00 | ||||||||
(11) ROA | - | - | 0.16 * | 1.00 | |||||||
(12) organizational slack | - | - | 0.26 * | 0.32 * | 1.00 | ||||||
(13) debt ratio | - | - | 0.00 | −0.02 | −0.03 | 1.00 | |||||
(14) firm age | - | - | 0.44 * | 0.02 * | −0.00 | 0.00 | 1.00 | ||||
(15) marketing intensity | - | - | 0.01 | −0.04 | 0.00 | −0.01 | −0.01 | 1.00 | |||
(16) media exposure | - | - | 0.22 * | −0.02 | 0.03 * | −0.00 | 0.16 * | −0.02 | 1.00 |
Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
---|---|---|---|---|---|---|
Anglo director rate | −2.57 ** | |||||
(1.12) | ||||||
non-Anglo director rate | 1.86 ** | |||||
(0.90) | ||||||
Anglo director number | −0.34 ** | |||||
(0.15) | ||||||
non-Anglo director number | 0.18 | |||||
(0.11) | ||||||
Anglo dir. number: insider | −0.46 *** | −0.47 *** | ||||
(0.15) | (0.15) | |||||
Anglo dir. number: outside | 0.40 | 0.39 | ||||
(0.31) | (0.31) | |||||
non-Anglo dir. number: insider | 0.23 * | 0.23 * | ||||
(0.13) | (0.13) | |||||
non-Anglo dir. number: outsider | −0.06 | −0.05 | ||||
(0.28) | (0.28) | |||||
firm size | 1.66 *** | 1.66 *** | 1.66 *** | 1.66 *** | 1.65 *** | 1.66 *** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
ROA | 5.92 × 10−4 | 5.45 × 10−4 | 5.72 × 10−4 | 5.97 × 10−4 | 5.97 × 10−4 | 6.01 × 10−4 |
(1.08 × 10−3) | (1.08 × 10−3) | (1.08 × 10−3) | (1.08 × 10−3) | (1.08 × 10−3) | (1.08 × 10−3) | |
organizational slack | 0.04 *** | 0.04 *** | 0.04 *** | 0.04 *** | 0.04 *** | 0.04 *** |
(0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
debt ratio | −9.15 × 10−4 | −9.33 × 10−4 | −9.27 × 10−4 | −9.23 × 10−4 | −9.09 × 10−4 | −9.18 × 10−4 |
(2.37 × 10−3) | (2.37 × 10−3) | (2.37 × 10−3) | (2.37 × 10−3) | (2.37 × 10−3) | (2.37 × 10−3) | |
firm age | −0.30 *** | −0.30 *** | −0.30 *** | −0.30 *** | −0.30 *** | −0.30 *** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
marketing intensity | 7.34 *** | 7.39 *** | 7.36 *** | 7.20 *** | 7.42 *** | 7.28 *** |
(2.40) | (2.40) | (2.40) | (2.40) | (2.40) | (2.40) | |
media exposure | 0.01 ** | 0.01 ** | 0.01 ** | 0.01 ** | 0.01 ** | 0.01 ** |
(2.36 × 10−3) | (2.36 × 10−3)) | (2.36 × 10−3) | (2.36 × 10−3) | (2.36 × 10−3) | (2.36 × 10−3) | |
Constant | −16.14 *** | −16.19 *** | −16.19 *** | −16.21 *** | −16.12 *** | −16.18 *** |
(1.73) | (1.73) | (1.73) | (1.73) | (1.73) | (1.73) | |
Number of observations | 12,906 | 12,906 | 12,906 | 12,906 | 12,906 | 12,906 |
Number of firms | 1828 | 1828 | 1828 | 1828 | 1828 | 1828 |
F-value | 62.09 *** | 52.82 *** | 52.70 *** | 52.92 *** | 52.38 *** | 6.88 *** |
R-square | 0.066 | 0.067 | 0.067 | 0.067 | 0.066 | 0.067 |
VARIABLES | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
---|---|---|---|---|---|---|
Anglo director rate | −2.25 ** | |||||
(1.09) | ||||||
non-Anglo director rate | 1.50 * | |||||
(0.88) | ||||||
Anglo director number | −0.31 ** | |||||
(0.15) | ||||||
non-Anglo director number | 0.13 | |||||
(0.11) | ||||||
Anglo dir. number: insider | −0.40 *** | −0.40 *** | ||||
(0.15) | (0.15) | |||||
Anglo dir. number: outside | 0.29 | 0.28 | ||||
(0.30) | (0.30) | |||||
non-Anglo dir. number: insider | 0.16 | 0.17 | ||||
(0.13) | (0.13) | |||||
non-Anglo dir. number: outsider | −0.03 | −0.02 | ||||
(0.27) | (0.27) | |||||
ln(donation)_last year | 0.20 *** | 0.19 *** | 0.19 *** | 0.19 *** | 0.19 *** | 0.19 *** |
(0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
firm size | 1.39 *** | 1.39 *** | 1.39 *** | 1.40 *** | 1.39 *** | 1.40 *** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
ROA | 1.52 × 10−3 | 1.48 × 10−3 | 1.50 × 10−3 | 1.52 × 10−3 | 1.53 × 10−3 | 1.53 × 10−3 |
(1.06 × 10−3) | (1.06 × 10−3) | (1.06 × 10−3) | (1.06 × 10−3) | (1.06 × 10−3) | (1.06 × 10−3) | |
organizational slack | 0.04 *** | 0.04 *** | 0.04 *** | 0.04 *** | 0.04 *** | 0.04 *** |
(0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
debt ratio | −2.00 × 10−3 | −2.02 × 10−3 | −2.01 × 10−3 | −2.01 × 10−3 | −2.00 × 10−3 | −2.00 × 10−3 |
(2.32 × 10−3) | (2.32 × 10−3) | (2.32 × 10−3) | (2.32 × 10−3) | (2.32 × 10−3) | (2.32 × 10−3) | |
firm age | −0.30 *** | −0.30 *** | −0.30 *** | −0.30 *** | −0.300 *** | −0.30 *** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
marketing intensity | 6.55 *** | 6.59 *** | 6.56 *** | 6.43 *** | 6.61 *** | 6.49 *** |
(2.36) | (2.36) | (2.36) | (2.36) | (2.36) | (2.36) | |
media exposure | 0.01 *** | 0.01 *** | 0.01 *** | 0.01 *** | 0.01 *** | 0.01 *** |
(2.31 × 10−3) | (2.31 × 10−3) | (2.31 × 10−3) | (2.31 × 10−3) | (2.31 × 10−3) | (2.31 × 10−3) | |
Constant | −12.88 *** | −12.93 *** | −12.94 *** | −12.95 *** | −12.87 *** | −12.94 *** |
(1.71) | (1.71) | (1.71) | (1.71) | (1.71) | (1.71) | |
Number of observations | 12,904 | 12,904 | 12,904 | 12,904 | 12,904 | 12,904 |
Number of firms | 1828 | 1828 | 1828 | 1828 | 1828 | 1828 |
F-value | 93.51 *** | 80.04 *** | 79.96 *** | 80.10 *** | 79.67 *** | 71.29 *** |
R-square | 0.103 | 0.104 | 0.104 | 0.104 | 0.103 | 0.104 |
VARIABLES | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
---|---|---|---|---|---|---|
Anglo director rate | –2.65 ** | |||||
(1.04) | ||||||
non-Anglo director rate | 0.86 | |||||
(0.73) | ||||||
Anglo director number | –0.36 *** | |||||
(0.14) | ||||||
non-Anglo director number | 0.06 | |||||
(0.09) | ||||||
Anglo dir. number: insider | –0.41 *** | –0.41 *** | ||||
(0.14) | (0.14) | |||||
Anglo dir. number: outside | 0.25 | 0.25 | ||||
(0.28) | (0.28) | |||||
non-Anglo dir. number: insider | 0.15 | 0.15 | ||||
(0.11) | (0.11) | |||||
non-Anglo dir. number: outsider | −0.29 | −0.29 | ||||
(0.24) | (0.24) | |||||
firm size | 1.70 *** | 1.70 *** | 1.70 *** | 1.70 *** | 1.69 *** | 1.70 *** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
ROA | 2.69 × 10−3 *** | 2.66 × 10−3 *** | 2.68 × 10−3 *** | 2.72 × 10−3 *** | 2.70 × 10−3 *** | 2.71 × 10−3 *** |
(1.02 × 10−3) | (1.03 × 10−3) | (1.03 × 10−3) | (1.03 × 10−3) | (1.03 × 10−3) | (1.03 × 10−3) | |
organizational slack | 0.07 *** | 0.07 *** | 0.06 *** | 0.06 *** | 0.07 *** | 0.06 *** |
(4.84 × 10−3) | (4.88 × 10−3) | (4.88 × 10−3) | (4.88 × 10−3) | (4.88 × 10−3) | (4.88 × 10−3) | |
debt ratio | −5.98 × 10−4 | −8.45 × 10−4 | −8.43 × 10−4 | −8.41 × 10−4 | −8.22 × 10−4 | −8.29 × 10−4 |
(2.31 × 10−3) | (2.33 × 10−3) | (2.33 × 10−3) | (2.33 × 10−3) | (2.33 × 10−3) | (2.33 × 10−3) | |
firm age | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 |
(4.72 × 10−3) | (4.78 × 10−3) | (4.78 × 10−3) | (4.78 × 10−3) | (4.78 × 10−3) | (4.78 × 10−3) | |
marketing intensity | 14.57 *** | 14.63 *** | 14.59 *** | 14.49 *** | 14.70 *** | 14.59 *** |
(2.00) | (2.01) | (2.01) | (2.01) | (2.01) | (2.01) | |
media exposure | 0.01 * | 0.01 ** | 0.01 ** | 0.01 ** | 0.01 ** | 0.01 ** |
(3.60 × 10−3) | (3.75 × 10−3) | (3.75 × 10−3) | (3.75 × 10−3) | (3.75 × 10−3) | (3.75 × 10−3) | |
Constant | −24.73 *** | −25.11 *** | −25.14 *** | −25.12 *** | −25.06 *** | −25.11 *** |
(2.97) | (2.99) | (2.99) | (2.99) | (2.99) | (2.99) | |
Number of observations | 13,153 | 12,906 | 12,906 | 12,906 | 12,906 | 12,906 |
Number of firms | 1866 | 1828 | 1828 | 1828 | 1828 | 1828 |
Wald-chi2 | 2773.77 *** | 2708.57 *** | 2709.17 *** | 2710.12 *** | 2703.53 *** | 2714.10 *** |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | |
---|---|---|---|---|---|---|
VARIABLES | 1st Stage (DV: Anglo Rate) | 1st Stage (DV: Non-Anglo Rate) | 2nd Stage (DV: ln(donation)) | 1st Stage (DV: Anglo num.) | 1st Stage (DV: Non-Anglo num.) | 2nd Stage (DV: ln(donation)) |
Anglo director rate | −68.92 ** | |||||
(29.47) | ||||||
non-Anglo director rate | 36.45 *** | |||||
(12.27) | ||||||
Anglo director number | −8.17 ** | |||||
(3.35) | ||||||
non-Anglo director number | 4.12 *** | |||||
(1.32) | ||||||
foreign ownership | 7.86 × 10−4 *** | 1.94 × 10−3 *** | 0.01 *** | 0.02 ** | ||
(3.99 × 10−5) | (7.97 × 10−5) | (3.32 × 10−4) | (6.9 × 10−4) | |||
foreign market development | 0.47 *** | −0.65 ** | 4.71 *** | −4.02 * | ||
(0.13) | (0.26) | (1.00) | (2.09) | |||
firm size | −2.51 × 10−3 *** | −6.46 × 10−3 *** | 1.65 *** | −0.01 *** | −0.03 *** | 1.62 *** |
(4.2 × 10−4) | (8.38 × 10−4) | (0.06) | (3.63 × 10−3) | (0.01) | (0.07) | |
ROA | −3.57 × 10−5 | −5.2 × 10−5 | 0.04 *** | −1.09 × 10−4 | −6.0 × 10−4 | 0.03 *** |
(3.39 × 10−5) | (6.76 × 10−5) | (0.01) | (2.45 × 10−4) | (5.11 × 10−4) | (0.01) | |
organizational slack | 1.87 × 10−12 | 6.56 × 10−12 * | 1.60 × 10−10 | 3.30 × 10−11 ** | 9.27 × 10−11 *** | 2.33 × 10−10 |
(1.80 × 10−12) | (3.60 × 10−12) | (3.07 × 10−10) | 1.41 × 10−11 | (2.94 × 10−11) | (2.99 × 10−10) | |
debt ratio | 2.98 × 10−5 | −3.9 × 10−5 | −0.01 | 1.81 × 10−4 | 2.08 × 10−4 | −0.01 |
(1.16 × 10−4) | (2.32 × 10−4) | (0.02) | (8.29 × 10−4) | (1.73 × 10−3) | (0.02) | |
firm age | 4.08 × 10−5 | −3.1 × 10−5 | 2.38 × 10−3 | 4.55 × 10−4 | −6.4 × 10−5 | 2.43 × 10−3 |
(3.24 × 10−5) | (6.46 × 10−5) | (0.01) | (2.92 × 10−4) | (6.07 × 10−4) | (0.01) | |
marketing intensity | −1.22 × 10−12 * | −3.82 × 10−12 *** | −1.10 × 10−10 | −1.19 × 10−11 ** | −5.56 × 10−11 *** | −6.43 × 10−11 |
(6.93 × 10−13) | (1.38 × 10−12) | (1.18 × 10−10) | (5.37 × 10−12) | (1.12 × 10−11) | (1.19 × 10−10) | |
media exposure | 1.61 × 10−5 | 1.12 × 10−4 | 0.03 *** | 1.48 × 10−4 | 9.56 × 10−4) | 0.03 *** |
(6.38 × 10−5) | (1.27 × 10−4) | (0.01) | (4.46 × 10−4) | (9.28 × 10−4) | (0.01) | |
Constant | 0.01 | 0.03 | −27.83 *** | 0.01 | −0.18 | −26.76 *** |
(0.02) | (0.04) | (3.70) | 0.18 | (0.37) | (3.69) | |
Number of observations | 4422 | 4422 | 4422 | 4422 | 4422 | 4422 |
Number of firms | 1028 | 1028 | ||||
Wald-chi2 | 488 *** | 703 *** | 1097.68 *** | 415 *** | 641 *** | 911.34 *** |
R-square | 0.1235 | 0.1230 |
Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | |
---|---|---|---|---|---|---|
VARIABLES | 1st Stage (DV: Anglo num: Insider) | 1st Stage (DV: Anglo num. Outsider) | 2nd Stage (DV: ln(donation)) | 1st Stage (DV: Non-Ang num: Insider) | 1st Stage (DV: Non-Ang num. Outsider) | 2nd Stage (DV: ln(donation)) |
Anglo dir. num.: insider | −34.76 | |||||
(98.69) | ||||||
Anglo dir. num.: outside | 137.4 | |||||
(372.0) | ||||||
non-Anglo dir. num.: insider | 51.81 | |||||
(246.5) | ||||||
non-Anglo dir. num.: outsider | −176.6 | |||||
(865.8) | ||||||
foreign ownership | 0.01 *** | 1.98 × 10−3 *** | 0.01 *** | 2.53 × 10−3 *** | ||
(2.95 × 10−4) | (2.1 × 10−4) | (5.09 × 10−4) | (2.87 × 10−4) | |||
foreign market development | 11.55 *** | 2.64 ** | −1.62 | −0.13 | ||
(1.67) | (1.19) | (2.72) | (1.53) | |||
firm size | −0.03 *** | 0.01 *** | −1.22 | −0.02 *** | 0.14 *** | 5.19 |
(3.08 × 10−3) | (2.19 × 10−3) | (7.79) | (0.01) | (3.51 × 10−3) | (17.14) | |
ROA | −2.9 × 10−4 | −3.1 × 10−4 * | 0.07 | −2.4 × 10−4 | −2.4 × 10−4 | −0.01 |
(2.61 × 10−4) | (1.86 × 10−4) | (0.09) | (3.2 × 10−4) | (1.81 × 10−4) | (0.15) | |
organizational slack | −2.56 × 10−11 * | 5.46 × 10−11 *** | −8.13 × 10−9 | −7.97 × 10−12 | 8.74 × 10−11 *** | 1.63 × 10−8 |
(1.35 × 10−11) | (9.60 × 10−12) | (2.29 × 10−8) | (1.94 × 10−11) | (1.09 × 10−11) | (7.76 × 10−8) | |
debt ratio | 5.02 × 10−4 | 4.06 × 10−4 | −0.05 | 2.53 × 10−4 | 2.72 × 10−4 | 0.03 |
(9.00 × 10−4) | (6.41 × 10−4) | (0.14) | (1.06 × 10−3) | (5.97 × 10−4) | (0.20) | |
firm age | 6.87 × 10−4 *** | −4.0 × 10−4 ** | 0.08 | 1.32 × 10−4 | −3.0 × 10−4 | −0.06 |
(2.35 × 10−4) | (1.67 × 10−4) | (0.22) | (5.55 × 10−4) | (3.13 × 10−4) | (0.30) | |
marketing intensity | −5.47 × 10−12 | −1.36 × 10−11 *** | 1.52 × 10−9 | −5.88 × 10−12 | −6.02 × 10−11 *** | −1.05 × 10−8 |
(5.20 × 10−12) | (3.70 × 10−12) | (4.57 × 10−9) | (7.27 × 10−12) | (4.10 × 10−12) | (5.07 × 10−8) | |
media exposure | −3.4 × 10−4 | 2.76 × 10−5 | 0.02 | 7.02 × 10−4 | −2.1 × 10−4 | −0.04 |
(4.98 × 10−4) | (3.54 × 10−4) | (0.07) | (5.56 × 10−4) | (3.14 × 10−4) | (0.36) | |
Constant | 0.40 ** | −0.34 *** | 33.27 | −0.06 | −0.31 * | −79.38 |
(0.17) | (0.12) | (168.5) | (0.30) | (0.17) | (254.9) | |
Number of observations | 4422 | 4422 | 4422 | 4422 | 4422 | 4422 |
Number of firms | 1028 | 1028 | ||||
Wald-chi2 | 760 *** | 260 *** | 60.29 *** | 404 *** | 164 *** | 11.98 |
R-square | 0.0071 | 0.0011 |
© 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
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Kang, Y.S.; Huh, E.; Lim, M.-H. Effects of Foreign Directors’ Nationalities and Director Types on Corporate Philanthropic Behavior: Evidence from Korean Firms. Sustainability 2019, 11, 3132. https://doi.org/10.3390/su11113132
Kang YS, Huh E, Lim M-H. Effects of Foreign Directors’ Nationalities and Director Types on Corporate Philanthropic Behavior: Evidence from Korean Firms. Sustainability. 2019; 11(11):3132. https://doi.org/10.3390/su11113132
Chicago/Turabian StyleKang, Yeong Seon, Eunji Huh, and Mi-Hee Lim. 2019. "Effects of Foreign Directors’ Nationalities and Director Types on Corporate Philanthropic Behavior: Evidence from Korean Firms" Sustainability 11, no. 11: 3132. https://doi.org/10.3390/su11113132
APA StyleKang, Y. S., Huh, E., & Lim, M.-H. (2019). Effects of Foreign Directors’ Nationalities and Director Types on Corporate Philanthropic Behavior: Evidence from Korean Firms. Sustainability, 11(11), 3132. https://doi.org/10.3390/su11113132