Does Foreign Institutional Equity Participation Instigate Sustainable Corporate Investment Efficiency? Evidence from Emerging Economies
Abstract
:1. Introduction
2. Literature Review and Hypothesis
2.1. Theoretical Background
2.2. Empirical Context
3. Research Methodology
3.1. Research Design and Model
3.2. Data Description
4. Empirical Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Inferential Statistics
4.4. Robustness Check
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable Name | Variable Notation | Measurement |
---|---|---|
Corporate Investment | INV | Capital expenditures plus research and development expense, divided by lagged total assets |
Cash Flow | CF | Cash flow from operating activities, divided by total assets |
TobinQ | TQ | Market value of equity plus total liabilities, divided by book value of assets, calculated as (market value + total liabilities)/total assets. |
Return on Assets | ROA | Ratio of net profit after tax to total assets |
Firm Age | AGE | Number of years since listing on stock market |
Investment Efficiency | INV_EF | Absolute residuals value obtained from the Equation (1) regression and multiplied by (−1) |
Foreign Institutional Ownership | F_INST | Percentage of shares held by foreigner investors |
Foreign Pressure-Resistant Institutional Ownership | FINST_PR | Percentage of shares held by foreigner pressure-resistant investors |
Foreign Pressure-Sensitive Institutional Ownership | FINST_PS | Percentage of shares held by foreigner pressure-sensitive investors |
Free Cash Flow | FCF | Difference of operating cash flow and capital expenditure scaled by total assets |
Assets Tangibility | A_TAN | Net PPE scaled by lagged total assets |
Financial Slack | SLACK | Ratio of cash to property plant and equipment |
Other Receivables Claimant | ORC | Ratio of other receivables to total assets |
Dividend Paid by Firm | DIV | An indicator variable with the value of 1 if a firm pays dividends, zero otherwise |
Financial Leverage (a) | F_LEV | Ratio of total debt to book value of assets |
Firm Size | SIZE | Natural logarithm of book value of assets |
Financial Leverage (b) | F_LEV | Ratio of total debt to lagged assets |
Loss Incurred by Firm | LOSS | An indicator variable that takes a value of 1 if net loss is incurred in a given year, and zero otherwise |
Revenue | REV | Net sales revenue divided by lagged total assets |
Variables | Obs | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|---|
INV_EF | 6408 | 0.0000959 | 0.156685 | −0.37778 | 0.41485 |
F_INST | 5743 | 0.0549844 | 0.077149 | 0.0001 | 0.405474 |
FINST_PR | 4538 | 0.0407418 | 0.052238 | 0.0001 | 0.31080 |
FINST_PS | 2418 | 0.0559310 | 0.0964404 | 0.00008 | 0.456272 |
FCF | 7556 | 0.0140367 | 0.1091604 | −0.3717271 | 0.3570234 |
A_TAN | 7288 | 0.3618012 | 0.2605447 | 0.0029903 | 1.27241 |
SLACK | 7453 | 1.150727 | 3.584122 | 0.0029227 | 27.69412 |
ORC | 6626 | 0.0332029 | 0.0557522 | 0.0000858 | 0.3298002 |
DIV | 8020 | 0.6649626 | 0.472033 | 0 | 1 |
F_LEV | 7484 | 0.2183304 | 0.2052407 | 0 | 0.932771 |
SIZE | 7576 | 5.414979 | 0.7188431 | 3.848565 | 7.314333 |
Variables | F_INST | FINST_PR | FINST_PS | FCF | A_TAN | SLACK | ORC | DIV | F_LEV | SIZE |
---|---|---|---|---|---|---|---|---|---|---|
F_INST | 1.0000 | |||||||||
FINST_PR | −0.0708 | 1.0000 | ||||||||
FINST_PS | −0.0024 | 0.0897 | 1.0000 | |||||||
FCF | 0.0088 | −0.0256 | 0.0181 | 1.0000 | ||||||
A_TAN | −0.0425 | 0.0487 | −0.0418 | −0.1233 | 1.0000 | |||||
SLACK | 0.0165 | −0.0519 | −0.0343 | −0.0718 | −0.2789 | 1.0000 | ||||
ORC | −0.0297 | −0.0650 | 0.0622 | −0.1251 | −0.2610 | 0.1002 | 1.0000 | |||
DIV | 0.0246 | 0.0064 | −0.0009 | 0.2426 | 0.0890 | −0.1283 | −0.2368 | 1.0000 | ||
F_LEV | −0.1117 | 0.1154 | −0.0425 | −0.3226 | 0.1738 | −0.0442 | 0.1015 | −0.0878 | 1.0000 | |
SIZE | −0.0172 | 0.1474 | 0.0401 | −0.0192 | 0.1898 | −0.1410 | −0.0375 | 0.1963 | 0.4528 | 1.0000 |
0.4281 *** (38.22) | 0.0519 (1.58) | −0.0513 *** (−7.04) | 0.0039 ** (2.19) | 0.000704 ** (2.01) | −0.0043 *** (−2.92) | −0.0072 (−1.21) | 0.2545 |
Variables | Basic Models | Endogeneity of Foreign Institutional Ownership | Robust Check | ||||||
---|---|---|---|---|---|---|---|---|---|
Instrumental Variable, Second Stage | GMM | ||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | |
F_INST | 0.103 *** (2.89) | 0.945 *** (4.34) | 0.277 ** (2.56) | ||||||
FINST_PR | 0.0711 ** (2.09) | 0.0991 ** (2.57) | 0.0772 ** (2.08) | ||||||
FINST_PS | 0.00693 (0.16) | 0.2209 ** (2.25) | 0.0444 (1.00) | ||||||
FCF | 0.172 *** (6.37) | 0.285 *** (12.83) | 0.141 *** (6.71) | 0.151 *** (12.51) | 0.245 *** (37.70) | 0.174 *** (18.89) | 0.149 *** (5.23) | 0.230 *** (8.37) | 0.119 *** (5.66) |
A_TAN | 0.369 *** (16.25) | −0.0726 *** (−7.64) | −0.0503 *** (−3.44) | 0.346 *** (45.51) | −0.0339 *** (−13.81) | −0.0293 *** (−4.98) | 0.308 *** (9.98) | −0.0553 *** (−4.87) | −0.0437 ** (−2.54) |
SLACK | −0.00344 *** (−4.76) | −0.00178 * (−1.87) | −0.000341 (−0.99) | −0.0032 *** (−6.76) | 0.000623 * (1.71) | −0.00035 (−0.87) | −0.0030 *** (−2.83) | 0.0009 (1.06) | −0.00058 (−1.02) |
ORC | −0.0612 * (−1.87) | 0.0296 (0.85) | 0.0465 (1.32) | 0.0352 (1.32) | 0.0221 * (1.78) | 0.0682 *** (3.17) | |||
DIV | −0.00899 ** (−2.12) | −0.00817 *** (−2.80) | −0.0106 ** (−2.54) | −0.0077 ** (−2.40) | −0.00983 *** (−6.63) | −0.0076 *** (−2.93) | |||
F_LEV | −0.0440 ** (−2.32) | 0.0000174 (0.33) | −0.00233 (−1.38) | 0.0589 *** (6.40) | −0.00114 (−0.30) | 0.0002 (0.03) | |||
SIZE | −0.0517 *** (−4.24) | −0.0160 * (−1.73) | 0.0103 (0.77) | −0.0296 *** (4.88) | −0.00848 *** (−6.49) | 0.00115 (0.18) | −0.127 *** (−5.84) | −0.0390 *** (−4.57) | −0.0044 (−0.29) |
FIN_LEV | 0.564 *** (3.13) | −0.0043 ** (−2.39) | −0.0153 (−0.59) | ||||||
LOSS | 0.194 *** (2.99) | 0.0047 (1.59) | 0.0065 * (1.75) | ||||||
REV | −0.0311 ** (−2.27) | −0.0169 *** (−2.76) | −0.0098 * (−1.96) | ||||||
Intercept | 0.134 ** (2.01) | 0.124 ** (2.42) | −0.0345 (−0.50) | 0.00122 (0.03) | 0.0662 *** (10.54) | −0.0181 (−0.47) | 0.0483 *** (4.66) | 0.272 *** (5.45) | 0.0465 (0.55) |
Obs. | 4468 | 4142 | 1622 | 5465 | 4474 | 2663 | 4547 | 3295 | 1790 |
F | 35.91 *** | 35.11 *** | 4.56 *** | 310.11 *** | 301.24 *** | 27.94 *** | |||
R-squared | 0.3683 | 0.3004 | 0.1317 | 0.3463 | 0.3505 | 0.1739 | |||
Hansen J | 55.91 | 151.12 | 93.84 | ||||||
(p-value) | 0.330 | 0.198 | 0.485 | ||||||
Wald F | 294.75 | 236.43 | 72.98 | ||||||
P(AR1) | 0.000 | 0.000 | 0.000 | ||||||
P(AR2) | 0.220 | 0.283 | 0.375 |
Variables | Overall Foreign Institutional Equity Participation | |||||
---|---|---|---|---|---|---|
Continuous F_INST | D > 0% | D > 5% | D > 10% | D > 20% | D > 30% | |
(1) | (2) | (3) | (4) | (5) | (6) | |
F_INST | 0.103 *** | 0.00446 | 0.0103 *** | 0.0126 ** | 0.0334 *** | 0.0416 *** |
(2.98) | (0.64) | (2.60) | (2.50) | (3.81) | (3.10) | |
FCF | 0.172 *** | 0.162 *** | 0.162 *** | 0.162 *** | 0.162 *** | 0.162 *** |
(13.45) | (12.44) | (12.43) | (12.48) | (12.48) | 12.49 | |
A_TAN | 0.369 *** | 0.340 *** | 0.341 *** | 0.341 *** | 0.340 *** | 0.339 *** |
(42.41) | (39.78) | (39.89) | (39.88) | (39.97) | 39.84 | |
SLACK | −0.0034 *** | −0.0037 *** | −0.0033 *** | −0.0032 *** | −0.0032 *** | −0.0031 *** |
(−6.45) | (−6.02) | (−6.05) | (−6.03) | (−6.08) | −5.86 | |
ORC | −0.0612 ** | −0.0163 | −0.0168 | −0.0167 | −0.015 | −0.146 |
(−2.06) | (−0.54) | (−0.56) | (−0.56) | (−0.52) | −0.49 | |
DIV | −0.00899 ** | −0.0133 *** | −0.0132 *** | −0.0131 *** | 0.0130 *** | −0.013 *** |
(−2.52) | (−3.68) | (−3.64) | (−3.62) | (−3.61) | −3.60 | |
F_LEV | −0.0440 *** | −0.0474 *** | −0.0458 *** | −0.0471 *** | −0.046 *** | −0.0468 *** |
(−4.26) | (−4.49) | (−4.34) | (−4.47) | (−4.460) | −4.45 | |
SIZE | −0.0517 *** | −0.0258 *** | −0.0277 *** | −0.0268 *** | −0.0260 *** | −0.0268 *** |
(−6.99) | (−3.58) | (−3.84) | (−3.74) | (−3.64) | −3.75 | |
Intercept | 0.134 *** | 0.0332 | 0.0439 | 0.0405 | 0.0358 | 0.412 |
(3.34) | (0.84) | (1.11) | (1.02) | (0.91) | 1.04 | |
Obs. R2 | 4468 | 4468 | 4468 | 4468 | 4468 | 4468 |
0.3683 | 0.3390 | 0.3401 | 0.3400 | 0.3415 | 0.3406 |
Variables | Pressure−Resistant Foreign Institutional Equity Participation | |||||
---|---|---|---|---|---|---|
Continuous FINST_PR | D > 0% | D > 5% | D > 10% | D > 20% | D > 30% | |
(1) | (2) | (3) | (4) | (5) | (6) | |
FINST_PS | 0.0709 ** (2.52) | 0.000495 (0.12) | 0.00256 (1.02) | 0.00794 ** 2.30 | 0.0052 0.84 | 0.005 0.36 |
FCF | 0.285 *** (30.86) | 0.286 *** (30.86) | 0.285 *** (30.84) | 0.2857 *** 30.90 | 0.285 *** 30.86 | 0.285 *** 30.86 |
A_TAN | −0.0726 *** (−15.86) | −0.0735 *** (−16.08) | −0.0734 *** (−16.06) | −0.0731 *** −16.01 | −0.0733 *** −16.05 | −0.0734 *** 16.07 |
SLACK | −0.0018 *** (−3.08) | −0.0017 *** (−3.10) | −0.0018 *** (−3.10) | −0.00179 *** −3.12 | −0.00178 *** −3.09 | −0.00178 *** −3.10 |
ORC | 0.0295 (1.28) | 0.0323 (1.40) | 0.0321 (1.40) | 0.0309 1.35 | 0.0322 1.40 | 0.0324 1.41 |
DIV | −0.00817 *** (−3.21) | −0.00843 *** (−3.31) | −0.0084 *** (−3.30) | −0.0082 *** −3.24 | −0.00834 *** −3.28 | −0.0084 *** −3.31 |
F_LEV | 0.0000169 (0.02) | −0.0000555 (−0.07) | −0.0000275 (−0.03) | 0.00001 0.01 | −0.000039 −0.05 | −0.000045 −0.05 |
SIZE | −0.0160 *** (−3.20) | −0.0126 ** (−2.58) | −0.0134 *** (−2.74) | −0.0142 *** −2.92 | −0.126 *** −2.62 | −0.124 ** −2.59 |
Intercept | 0.124 *** (4.39) | 0.107 *** (3.90) | 0.112 *** (4.02) | 0.115 *** 4.18 | 0.1079 *** 3.92 | 0.1072 *** 3.90 |
Obs. R2 | 4142 0.3004 | 4142 0.2991 | 4142 0.2993 | 4142 0.3002 | 4142 0.2993 | 4142 0.2992 |
Variables | Pressure−Sensitive Foreign Institutional Equity Participation | |||||
---|---|---|---|---|---|---|
Continuous FINST_PS | D > 0% | D > 5% | D > 10% | D > 20% | D > 30% | |
(1) | (2) | (3) | (4) | (5) | (6) | |
FINST_PS | 0.00693 (0.23) | 0.00149 (0.25) | 0.00565 (0.88) | 0.0127 * (1.71) | 0.0193 1.37 | −0.00037 −0.04 |
FCF | 0.141 *** (11.40) | 0.141 *** (11.40) | 0.141 *** (11.34) | 0.140 *** (11.30) | 0.1435 *** 11.67 | 0.1411 *** 11.47 |
A_TAN | −0.0503 *** (−4.99) | −0.0502 *** (−4.98) | −0.0503 *** (−4.99) | −0.0505 *** (−5.02) | −0.0444 *** −4.60 | −0.0444 *** −4.59 |
SLACK | −0.000341 (−0.72) | −0.000337 (−0.72) | −0.000346 (−0.74) | −0.000340 (−0.72) | −0.00489 −1.05 | −0.00047 −1.01 |
ORC | 0.0465 (1.57) | 0.0465 (1.57) | 0.0463 (1.57) | 0.0449 (1.52) | 0.0368 1.28 | 0.03789 1.31 |
DIV | −0.0106 *** (−2.96) | −0.0106 *** (−2.96) | −0.0107 *** (−2.97) | −0.0105 *** (−2.92) | −0.0096 *** −2.73 | −0.0096 *** −2.72 |
F_LEV | −0.00233 (−1.42) | −0.00231 (−1.41) | −0.00217 (−1.31) | −0.00239 (−1.46) | −0.00275 * −1.69 | −0.00271 * −1.66 |
SIZE | 0.0103 (1.28) | 0.0104 (1.29) | 0.0108 (1.34) | 0.0114 (1.41) | 0.00502 0.69 | 0.0053 0.72 |
Intercept | −0.0345 (−0.81) | −0.0356 (−0.83) | −0.0386 (−0.90) | −0.0418 (−0.98) | −0.0084 −0.21 | −0.0076 −0.19 |
Obs. R2 | 1622 0.1317 | 1622 0.1318 | 1622 0.1323 | 1622 0.1337 | 1622 0.1294 | 1622 0.1252 |
Variables | D(INV_EF) | D(F_INST) | D(FCF) | D(A_TAN) | D(SLACK) | D(ORC) | D(DIV) | D(F_LEV) | D(SIZE) |
---|---|---|---|---|---|---|---|---|---|
D(INV_EF) | - | 8.315 (0.040) | 19.984 (0.000) | 82.357 (0.000) | 2.776 (0.428) | 3.528 (0.317) | 12.229 (0.007) | 1.706 (0.636) | 57.360 (0.000) |
D(F_INST) | 3.020 (0.389) | - | 0.197 (0.978) | 5.730 (0.126) | 1.548 (0.671) | 6.509 (0.089) | 3.861 (0.277) | 0.875 (0.831) | 6.766 (0.080) |
D(FCF) | 12.380 (0.006) | 0.623 (0.891) | - | 2.853 (0.415) | 7.560 (0.056) | 0.399 (0.941) | 41.513 (0.000) | 14.236 (0.003) | 8.529 (0.036) |
D(A_TAN) | 24.015 (0.000) | 0.680 (0.878) | 21.940 (0.000) | - | 4.230 (0.238) | 13.271 (0.004) | 16.180 (0.001) | 12.046 (0.007) | 79.811 (0.000) |
D(SLACK) | 0.649 (0.885) | 20.982 (0.000) | 1.296 (0.730) | 0.883 (0.830) | - | 3.811 (0.283) | 1.521 (0.677) | 1.011 (0.799) | 2.051 (0.562) |
D(ORC) | 10.005 (0.019) | 0.316 (0.957) | 6.573 (0.087) | 12.332 (0.006) | 11.977 (0.008) | - | 1.451 (0.694) | 5.201 (0.158) | 35.382 (0.000) |
D(DIV) | 11.671 (0.009) | 5.485 (0.140) | 18.995 (0.000) | 11.792 (0.008) | 0.294 (0.961) | 0.520 (0.915) | - | 5.883 (0.118) | 53.084 (0.000) |
D(F_LEV) | 7.090 (0.069) | 3.834 (0.280) | 16.235 (0.001) | 5.220 (0.156) | 2.035 (0.565) | 15.261 (0.002) | 4.504 (0.212) | - | 26.939 (0.000) |
D(SIZE) | 7.892 (0.048) | 1.254 (0.740) | 0.384 (0.944) | 5.231 (0.156) | 8.251 (0.041) | 9.490 (0.023) | 17.478 (0.001) | 10.243 (0.017) | - |
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Riaz, S.; Hanifa, M.H.; Zainir, F. Does Foreign Institutional Equity Participation Instigate Sustainable Corporate Investment Efficiency? Evidence from Emerging Economies. Sustainability 2021, 13, 4190. https://doi.org/10.3390/su13084190
Riaz S, Hanifa MH, Zainir F. Does Foreign Institutional Equity Participation Instigate Sustainable Corporate Investment Efficiency? Evidence from Emerging Economies. Sustainability. 2021; 13(8):4190. https://doi.org/10.3390/su13084190
Chicago/Turabian StyleRiaz, Sabahat, Mohamed Hisham Hanifa, and Fauzi Zainir. 2021. "Does Foreign Institutional Equity Participation Instigate Sustainable Corporate Investment Efficiency? Evidence from Emerging Economies" Sustainability 13, no. 8: 4190. https://doi.org/10.3390/su13084190
APA StyleRiaz, S., Hanifa, M. H., & Zainir, F. (2021). Does Foreign Institutional Equity Participation Instigate Sustainable Corporate Investment Efficiency? Evidence from Emerging Economies. Sustainability, 13(8), 4190. https://doi.org/10.3390/su13084190