Product Market Competition, Corporate Investment, and Firm Value: Scrutinizing the Role of Economic Policy Uncertainty
Abstract
:1. Introduction
2. Literature Review
3. Sample and Methodology
3.1. Data and Variable Measurements
3.2. Model Specification and Econometric Method
4. Results and Discussion
4.1. Descriptive Statistics
4.2. Estimation of Results
4.3. Estimation of Results by Country
4.3.1. Product Market Competition, Corporate Investment, and Firm Value
4.3.2. The Interactive Effect of EPU on PMC, Corporate Investment, and Firm Value Nexus
5. Discussion of Findings
Robustness Check
6. Conclusions
7. Managerial Applications
8. Limitations and Recommendations for Further Study
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
PMC | Product market competition |
CI | Corporate investment |
FV | Firm value |
EPU | Economic policy uncertainty |
CH | Cash-holding |
LEV | Leverage |
EFF | Efficiency ratio |
ROA | Return on assets |
SIZE | Firm size |
GDP | Gross domestic product growth |
TAN | Tangibility |
INFL | Inflation rate |
(GMM) | Generalized method of moments |
(HHI) | Herfindahl–Hirschman index |
MC | Marginal cost |
SGA | Selling, general, and administrative expenses |
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Country | Number of Firms Population | Excluded from Population | Full Sample | Number of Observations |
Brazil | 382 | 275 | 107 | 1284 |
Russia | 614 | 504 | 110 | 1320 |
India | 4313 | 3595 | 718 | 8616 |
China | 4359 | 3323 | 1036 | 12,432 |
Total | 9668 | 7697 | 1971 | 23,652 |
Sectors | Brazil | Russia | India | China |
Industrials | 30 | 40 | 315 | 403 |
Equipment and services | 17 | 13 | 35 | 51 |
Consumer cyclicals | 15 | 10 | 107 | 128 |
Consumer non-cyclicals | 12 | 9 | 69 | 44 |
Materials | 10 | 13 | 93 | 110 |
Energy | 3 | 11 | 18 | 21 |
Utilities | 15 | 9 | 41 | 82 |
Healthcare | 3 | 2 | 23 | 94 |
Information technology | 2 | 3 | 17 | 103 |
Total sample size | 107 | 110 | 718 | 1036 |
Var | Aggregate Data | Brazil | Russia | India | China | |||||
---|---|---|---|---|---|---|---|---|---|---|
Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
PMC | −2.956 | 24.418 | −0.3729 | 3.7135 | 0.4120 | 13.863 | −15.682 | 286.602 | −41.179 | 19.598 |
CI | 0.3655 | 1.8608 | 0.0495 | 0.0444 | 0.0567 | 0.1382 | 1.1638 | 7.9707 | 0.0526 | 0.0528 |
FV | 19.892 | 29.937 | 10.987 | 20.4185 | 12.879 | 59.007 | 13.515 | 17.859 | 46.907 | 358.024 |
EPU | 7.6175 | 0.7095 | 7.6361 | 0.3948 | 7.7106 | 0.4211 | 7.0637 | 0.3456 | 7.9894 | 0.6987 |
CH | 0.2488 | 0.2053 | 0.1223 | 0.1261 | 0.0987 | 0.1544 | 0.3621 | 0.2300 | 0.1992 | 0.1549 |
LEV | 6.303 | 1.8128 | 0.4085 | 0.1764 | 7.3169 | 119.69 | 0.4947 | 0.2172 | 0.5514 | 0.2195 |
EFF | 0.8134 | 5.7556 | 0.5824 | 0.5109 | 1.1049 | 1.2009 | 0.9978 | 0.7605 | 0.6785 | 7.8986 |
ROA | 0.1154 | 0.6271 | 0.0950 | 0.0628 | 3.0730 | 36.370 | 0.1087 | 00.0860 | 0.0758 | 0.5398 |
TAN | 1.0921 | 10.1484 | 0.3363 | 0.1660 | 3.3388 | 11.1344 | 0.2673 | 0.1993 | 0.2157 | 0.1593 |
SIZE | 22.573 | 1.7029 | 22.4740 | 1.5682 | 22.5024 | 1.9684 | 22.858 | 1.9196 | 22.393 | 1.4861 |
INFL | 4.5148 | 3.2709 | 5.5270 | 1.8706 | 6.9649 | 3.5184 | 7.1859 | 2.9900 | 2.2989 | 1.3733 |
GDP | 0.6009 | 0.3739 | 0.0808 | 0.3192 | 0.0707 | 0.3387 | 0.5610 | 0.4253 | 0.7386 | 0.2003 |
Variables | CI Model 1 | FV Model 2 | CI Model 3 | FV Model 4 |
---|---|---|---|---|
L.CIit−1 | 0.4841 *** (27.19) | 0.4902 *** (27.51) | ||
L.FVit−1 | 0.3981 *** (26.00) | 0.4104 *** (26.35) | ||
PMC | 0.0377 ** (1.98) | 0.0398 *** (3.18) | 0.0758 ** (1.99) | −0.0971 *** (−3.84) |
CH | −0.1634 ** (−2.43) | −0.1303 ** (−3.45) | −0.6482 ** (.2740) | −0.5721 *** (−3.74) |
LEV | −0.0012 (−0.11) | −0.0108 *** (−3.37) | −0.0527 (−0.54) | −0.0180 (−0.40) |
EFF | 0.0964 *** (3.24) | −0.0587 *** (−4.49) | 0.3920 *** (3.29) | −0.3099 *** (−5.83) |
ROA | −0.0664 * (−1.78) | 0.0143 (0.40) | −0.0845 (−1.24) | 0.0656 (0.88) |
TAN | 0.0273 (0.60) | −0.0419 (−0.76) | −0.0014 (−0.15) | −0.0261 *** (−4.08) |
SIZE | −3.7945 *** (−4.33) | −4.9016 *** (−9.85) | −0.4330 *** (−4.75) | −0.2407 *** (−5.38) |
INFL | 0.0354 *** (2.94) | −0.0309 *** (−7.84) | 0.0346 *** (2.84) | −0.0456 *** (−6.11) |
GDP | 0.1615 *** (4.83) | −0.1995 *** (−7.95) | 0.3519 *** (5.20) | −0.5327 *** (−10.85) |
EPU | −0.0561 ** (−2.30) | −0.1723 *** (−12.57) | ||
PMC*EPU | −0.0007 * (−1.86) | −0.0030 ** (−2.06) | ||
_cons | 10.389 *** (3.81) | 17.236 *** (10.95) | 6.2124 *** (3.31) | 11.576 *** (11.85) |
AR1 | −2.656 (0.0079) | −1.2447 (0.0011) | −11.934 (0.0000) | −11.5 (0.0012) |
AR2 | −0.7281 (0.4665) | 1.1355 (0.2562) | 1.608 (0.1078) | 2.184 (0.2891) |
Hansen test | 150.921 (0.1335) | 449.393 (0.1205) | 111.407 (0.3162) | 434.222 (0.5351) |
Country effect | Yes | Yes | Yes | Yes |
Year effect | Yes | Yes | Yes | Yes |
F test | 1028.05 (0.0000) | 1064.90 (0.0000) | 1035.32 (0.0000) | 1169.17 (0.0000) |
No. of instruments | 75 | 75 | 77 | 77 |
Observations | 23,652 | 23,652 | 23,652 | 23,652 |
Variables | Brazil | Russia | India | China | ||||
---|---|---|---|---|---|---|---|---|
CI | FV | CI | FV | CI | FV | CI | FV | |
L.CIit−1 | 0.4050 *** (33.43) | 0.1839 *** (16.19) | 0.9705 *** (7.29) | 0.4720 *** (22.89) | ||||
L.FVit−1 | 0.2242 *** (21.67) | 0.1991 *** (9.81) | 0.5085 *** (25.50) | 0.3631 *** (25.06) | ||||
PMC | −0.1526 *** (−4.88) | 0.0682 *** (3.20) | −0.0379 ** (−2.04) | 0.0169 *** (3.00) | −0.1584 *** (−7.23) | 0.0264 *** (3.12) | 0.0254 *** (3.58) | −0.0492 *** (−3.11) |
CH | −1.142 *** (−8.88) | −0.0945 (−0.71) | 1.1041 *** (13.56) | −0.1366 ** (−2.14) | 3.2779 *** (30.70) | 0.0382 *** (2.81) | −0.338 *** (−7.57) | −0.4807 *** (−4.33) |
LEV | 0.8927 *** (7.35) | 0.6083 *** (4.29) | −0.0001 ** (−2.29) | −0.0003 *** (−15.23) | 0.8466 *** (5.10) | −0.0735 (−1.03) | 0.0731 (1.33) | −0.1377 (−1.02) |
EFF | 0.0954 (1.19) | 0.1043 * (1.80) | −0.1371 *** (−5.10) | −0.0469 ** (−1.96) | 0.2681 *** (7.57) | −0.0202 (−1.43) | 0.0849 ** (2.09) | −0.2017 ** (−2.41) |
ROA | 1.3565 *** (4.67) | −0.9829 *** (−3.45) | 0.0009 *** (3.66) | −0.0005 *** (−4.18) | −1.416 *** (−6.86 | −0.1862 ** (−1.99) | −0.1040 (−0.61) | −2.646 *** (−6.96) |
TAN | 0.1343 *** (3.20) | 0.0559 *** (3.60) | 0.2389 *** (2.75) | −0.0419 (−0.76) | −0.0033 *** (−4.20) | 0.0088 *** (3.00) | 0.0006 *** (0.15) | 0.0289 ** (2.06) |
SIZE | 2.470 *** (3.23) | −1.555 *** (−2.99) | −2.175 ** (−2.55) | −0.0215 ** (−2.38) | −1.171 *** (−35.79) | 0.1696 (0.46) | −0.0392 *** (−3.03) | −8.2641 *** (−16.49) |
INFL | −0.0027 (−0.38) | −0.0372 *** (−8.99) | 0.0088 * (1.82) | −0.0025 (−1.53) | 0.1946 *** (35.80) | −0.0095 *** (−4.84) | 0.0187 *** (5.65) | −0.0940 *** (−13.77) |
GDP | 0.1888 *** (4.75) | −0.1973 *** (−6.58) | 0.6648*** (8.05) | −0.0090 (−0.27) | −0.0285 * (−1.76) | −0.0424 *** (−3.47) | 0.0585 ** (2.30) | −0.080 (−1.52) |
_cons | −10.578 *** (−4.42) | 6.816 *** (4.16) | 3.5153 (1.30) | 1.3191 *** (6.15) | 23.1064 *** (30.70) | 0.3503 (0.30) | 0.2188 (0.69) | 28.330 *** (17.55) |
AR1 | −3.5231 (0.0004) | −4.5898 (0.0000) | −3.808 (0.0001) | −4.0034 (0.0001) | −1.3786 (0.0168) | −9.4448 (0.0000) | −8.8391 (0.0020) | −11.5 (0.0012) |
AR2 | 0.3733 (0.7089) | −1.035 (0.3007) | −0.3315 (0.7402) | −0.3175 (0.7508) | −1.1318 (0.2577) | −0.8942 (0.3712) | 0.6136 (0.5395) | 2.184 (0.2891) |
Hansen test | 67.89405 (0.3460) | 71.49039 (0.2431) | 78.4872 (0.1051) | 64.513 (0.4585) | 301.9115 (0.2245) | 200.154 (0.3418) | 84.000 (0.476) | 359.699 (0.214) |
Country effect | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year effect | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
F test | 18,479.50 (0.0000) | 2489.13 (0.0000) | 509.20 (0.0000) | 22,051.08 (0.0000) | 551.07 (0.0000) | 987.49 (0.0000) | 825.42 (0.0000) | 1583.30 (0.0000) |
No. of instruments | 76 | 76 | 76 | 76 | 76 | 76 | 76 | 76 |
Observations | 1284 | 1284 | 1320 | 1320 | 8616 | 8616 | 12,432 | 12,432 |
Variables | Brazil | Russia | India | China | ||||
---|---|---|---|---|---|---|---|---|
CI | FV | CI | FV | CI | FV | CI | FV | |
L.CIit−1 | 0.3952 *** (29.26) | 0.1882 *** (17.98) | 0.9759 *** (9.69) | 0.4756 *** (22.42) | ||||
L.FVit−1 | 0.2269 *** (23.93) | −0.0154 *** (−21.54) | 0.4694 *** (22.03) | 0.3623 *** (24.34) | ||||
PMC | −0.1698 *** (−4.53) | 17.556 *** (2.99) | −0.0471 ** (−2.48) | 1.1922 *** (9.58) | −0.0004 * (−1.83) | 0.0263 (1.58) | 0.0931 *** (4.44) | −0.0736 *** (−4.40) |
CH | −1.2810 *** (−10.15) | −0.0213 (−0.17) | 1.1604 *** (14.34) | −22.224 *** (−9.20) | 0.4643 *** (4.34) | 0.3568 *** (3.72) | −1.068 *** (−8.04) | −0.4323 *** (−3.96) |
LEV | 0.9142 *** (7.25) | 0.6833 *** (4.56) | −0.0001 *** (−2.71) | −0.2420 *** (−4.43) | 0.1026 (0.62) | −0.3728 *** (−2.66) | 0.2763 * (1.72) | −0.1287 (−0.98) |
EFF | 0.1287 (1.58) | 0.0636 (1.35) | −0.1388 *** (−5.45) | −5.2156 *** (−9.26) | 0.7390 *** (4.09) | −0.0410 (−1.38) | 0.2663 ** (2.38) | −0.2539 *** (−3.07) |
ROA | 1.230 *** (4.27) | −0.8776 *** (−3.30) | 0.0009 *** (3.67) | 0.0079 (1.43) | −0.2556 (−1.48) | −0.4966 *** (−2.78) | −0.0377 * (−1.69) | −2.147 *** (−5.82) |
TAN | 0.0930 *** (2.65) | 0.0497 *** (4.68) | 0.2793 *** (3.77) | −2.4701 (−0.94) | 0.0215 *** (4.68) | −0.0005 (−0.90) | 0.0208 (1.13) | 0.0573 *** (3.53) |
SIZE | 2.463 *** (3.27) | −0.7737 (−1.53) | −1.9307 ** (−2.26) | −19.512 *** (−10.21) | −0.4165 *** (−7.71) | −1.4429 * (−1.83) | −3.146 *** (−3.34) | −5.976 *** (−11.11) |
INFL | −0.0041 (−0.57) | −0.0339 *** (−8.62) | −0.0089 (−1.38) | −0.0487 * (−1.88) | 0.0624 *** (8.36) | −0.0117 *** (−2.83) | 0.0556 *** (5.36) | −0.0739 *** (−10.56) |
GDP | 0.1307 *** (3.17) | −0.2328 *** (−5.73) | 0.1048 (0.62) | 4.9253 *** (7.82) | 0.1612 *** (11.20) | −0.1605 *** (−5.87) | 0.2179 *** (2.80) | −0.297 *** (−5.38) |
EPU | −0.374 ** (−1.96) | 2.226 *** (2.96) | −3.0385 *** (−4.44) | −15.960 *** (−5.23) | 0.3305 *** (13.92) | −1.6267 *** (−6.97) | 0.2658 (1.41) | −1.4023 *** (−10.57) |
PMC*EPU | 0.0023 ** (2.16) | −17.480 *** (−2.97) | 0.00017 *** (3.79) | −0.1320 *** (−9.15) | 0.00007 * (1.86) | 0.0179 *** (3.71) | −0.0015 * (−1.87) | 0.0051 *** (3.53) |
_cons | −9.799 *** (−4.07) | 22.813 *** (3.82) | 9.1722 *** (3.01) | 116.382 *** (14.43) | 5.993 *** (11.15) | 9.2051 *** (3.45) | 7.1524 ** (2.50) | 24.1607 ** (14.86) |
AR1 | −3.4659 (0.0005) | −4.5471 (0.0000) | −3.7861 (0.0002) | −2.6221 (0.0087) | −1.644 (0.0102) | −9.3072 (0.0000) | −8.8714 (0.0020) | −11.626 (0.0012) |
AR2 | 0.3588 (0.7197) | −0.9350 (0.3497) | −0.3425 (0.7319) | −1.05 (0.2937) | −1.0565 (0.2907) | −0.9589 (0.3376) | 0.6131 (0.5398) | 1.689 (0.2912) |
Hansen test | 68.96937 (0.3131) | 72.1426 (0.2267) | 75.699 (0.1503) | 96.18291 (0.5723) | 338.349 (0.2385) | 198.4637 (0.1372) | 90.515 (0.1620) | 349.423 (0.214) |
Country effect | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Year effect | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
F test | 19,430.87 (0.0000) | 4221.58 (0.0000) | 104.89 (0.0000) | 164.08 (0.0000) | 405.36 (0.0000) | 1022.73 (0.0000) | 825.20 (0.0000) | 1655.56 (0.0000) |
No. of instruments | 78 | 78 | 78 | 78 | 78 | 78 | 76 | 76 |
Observations | 1284 | 1284 | 1320 | 1320 | 8616 | 8616 | 12,432 | 12,432 |
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Olalere, O.E.; Mukuddem-Petersen, J. Product Market Competition, Corporate Investment, and Firm Value: Scrutinizing the Role of Economic Policy Uncertainty. Economies 2023, 11, 167. https://doi.org/10.3390/economies11060167
Olalere OE, Mukuddem-Petersen J. Product Market Competition, Corporate Investment, and Firm Value: Scrutinizing the Role of Economic Policy Uncertainty. Economies. 2023; 11(6):167. https://doi.org/10.3390/economies11060167
Chicago/Turabian StyleOlalere, Oluwaseyi Ebenezer, and Janine Mukuddem-Petersen. 2023. "Product Market Competition, Corporate Investment, and Firm Value: Scrutinizing the Role of Economic Policy Uncertainty" Economies 11, no. 6: 167. https://doi.org/10.3390/economies11060167
APA StyleOlalere, O. E., & Mukuddem-Petersen, J. (2023). Product Market Competition, Corporate Investment, and Firm Value: Scrutinizing the Role of Economic Policy Uncertainty. Economies, 11(6), 167. https://doi.org/10.3390/economies11060167