Analysis of the Capital Structure of Latin American Companies in Light of Trade-Off and Pecking Order Theories
Abstract
1. Introduction
2. Literature Review
3. Materials and Methods
4. Results
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix B
FE (1) | POOL | FE (2) | RE | |
---|---|---|---|---|
(Intercept) | 0.013 (0.009) | 0.013 (0.009) | ||
DEF | −0.009 * (0.004) | −0.011 ** (0.004) | −0.009 * (0.004) | −0.011 ** (0.004) |
Dprotec | −0.008 (0.006) | −0.008 (0.006) | ||
RP | 0.002 (0.003) | 0.002 (0.004) | 0.002 (0.003) | |
Number of observations | 682 | 682 | 682 | 682 |
R2 | 0.007 | 0.019 | 0.007 | 0.018 |
R2 Adj. | −0.093 | 0.014 | −0.094 | 0.013 |
AIC | −1931.9 | −1856.7 | −1930.1 | −1863.0 |
BIC | −1922.8 | −1834.1 | −1916.6 | −1840.4 |
RMSE | 0.06 | 0.06 | 0.06 | 0.06 |
POOL (1) | FE (1) | RE (1) | POOL (2) | FE (2) | RE (2) | |
---|---|---|---|---|---|---|
(Intercept) | 0.000 (0.005) | 0.000 (0.005) | −0.008 (0.010) | −0.008 (0.010) | ||
DEF | 0.104 (0.075) | 0.135 (0.108) | 0.104 (0.075) | 0.109 (0.075) | 0.140 (0.107) | 0.108 (0.075) |
DIV | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) |
I | 0.081 (0.084) | 0.139 (0.117) | 0.081 (0.084) | 0.075 (0.084) | 0.156 (0.117) | 0.077 (0.085) |
W | −0.075 (0.082) | 0.001 (0.111) | −0.075 (0.082) | −0.080 (0.082) | −0.001 (0.110) | −0.078 (0.083) |
R | −0.161 * (0.078) | −0.647 *** (0.135) | −0.161 * (0.078) | −0.164 * (0.078) | −0.658 *** (0.134) | −0.165 * (0.078) |
C | 0.118 (0.075) | 0.143 (0.108) | 0.118 (0.075) | 0.123 (0.075) | 0.148 (0.108) | 0.122 (0.075) |
Dprotec | −0.002 (0.006) | −0.002 (0.006) | ||||
RP | 0.004 (0.003) | 0.008 * (0.004) | 0.004 (0.003) | |||
Number of observations | 681 | 681 | 681 | 681 | 681 | 681 |
R2 | 0.063 | 0.144 | 0.063 | 0.068 | 0.151 | 0.068 |
R2 Adj. | 0.055 | 0.050 | 0.055 | 0.057 | 0.057 | 0.057 |
AIC | −1878.5 | −2019.6 | −1878.5 | −1877.9 | −2023.2 | −1879.7 |
BIC | −1842.3 | −1987.9 | −1842.3 | −1832.7 | −1987.0 | −1834.5 |
RMSE | 0.06 | 0.05 | 0.06 | 0.06 | 0.05 | 0.06 |
POOL (1) | FE (1) | RE (1) | POOL (2) | FE (2) | RE (2) | |
---|---|---|---|---|---|---|
(Intercept) | 28.725 (40.13) | 30.231 (53.710) | 66.787 (47.168) | 68.252 (59.082) | ||
Ajust | 0.058 *** (0.009) | 0.056 *** (0.009) | 0.057 *** (0.009) | 0.058 *** (0.009) | 0.057 *** (0.009) | 0.057 *** (0.009) |
Dprotec | −109.350 (71.396) | −109.128 (70.751) | −109.232 (70.778) | |||
Num.Obs. | 682 | 682 | 682 | 682 | 682 | 682 |
R2 | 0.055 | 0.054 | 0.055 | 0.058 | 0.058 | 0.058 |
R2 Adj. | 0.054 | 0.039 | 0.053 | 0.056 | 0.041 | 0.055 |
AIC | 11,206.9 | 11,182.4 | 11,195.1 | 11,206.5 | 11,182.0 | 11,194.6 |
BIC | 11,220.4 | 11,191.5 | 11,208.6 | 11,224.6 | 11,195.6 | 11,212.7 |
RMSE | 891.45 | 876.91 | 883.76 | 889.91 | 875.35 | 882.20 |
Model | Chi2 | Decision |
---|---|---|
Aggregate Pecking Order Model | 1.9256 | Random Effects |
Disaggregated Pecking Order Model | 43.464 *** | Fixed Effects |
Disaggregated Pecking Order Model + Dprotec + RP | 66.347 *** | Fixed Effects |
Target Leverage Model | 96.504 *** | Fixed Effects |
Target Leverage Model + Dprotec | 96.426 *** | Fixed Effects |
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Sr. No | References | Findings |
---|---|---|
1 | Modigliani and Miller (1958) | It has a significant contribution in the area of capital structure with the origin of the ‘Irrelevance theory’, which states that capital structure has no impact on firm value. |
2 | Modigliani and Miller (1963) | It analysed the impact of tax shield on interest expense. |
3 | Kraus and Litzenberger (1973) | The study introduced the classical ‘Trade-off theory’, covering the concept of a trade-off between the cost of financial distress and the benefits derived from the debt tax shield. |
4 | Stiglitz (1973) | It developed the concept of pecking order. This study states that leverage ratio is the unexpected resultant of profits and investments made by a firm. |
5 | Jensen and Meckling (1976) | Introduced the ‘Agency cost theory’ and analysed the impact of debtholder–shareholder and manager–shareholder conflicts on capital structure financing. |
6 | Miller (1977) | Propounds the significance of personal and corporate tax in financial decision making. |
7 | Ross (1977) | It developed the ‘Signaling theory’ of capital structure and promoted the debt issue as a positive indicator of the performance in capital structure financing. |
8 | Bradley et al. (1984) | Introduced the well-known ‘Static trade-off theory’. |
9 | Kane et al. (1984) | It introduced the ‘Dynamic trade-off theory’, which includes the trade-off theory along with the impact of uncertainty, cost, taxes, and tax benefits. |
10 | Myers and Majluf (1984) | It propounded the ‘Pecking order theory’ and the major role of information asymmetry toward the choice between internal funding, debt, and equity for capital structure financing. |
11 | Fischer et al. (1989) | It initiated the transaction cost concept and showed its impact on leverage in the capital structure of the firm. |
12 | Harris and Raviv (1991) | It initiated the concept of the ‘Control-driven theory’. |
13 | Baker and Wurgler (2002) | It predicted the long-run impact of market value fluctuations on capital structure. It stated that firms issued equity when the market was overvalued and issued debt when it was undervalued. |
Country | Companies |
---|---|
Chile | 22 |
Colombia | 7 |
Mexico | 24 |
Peru | 9 |
Total | 62 |
Sector | Percentage |
---|---|
Mining | 24.20% |
Other | 21.00% |
Service | 11.30% |
Industry | 9.70% |
Construction | 8.10% |
Food and beverages | 6.50% |
Trade and restaurants | 6.50% |
Technology and communications | 6.50% |
Air Transport | 6.50% |
Country | Variables | Mean | SD |
---|---|---|---|
Chile | Amount of debt incurred | 0.01 | 0.06 |
Financial deficit | 0.09 | 0.11 | |
Debt protection | 1.00 | 0.00 | |
Amount of debt incurred * | 97.33 | 628.77 | |
Adjust | 178.12 | 1347.89 | |
RP | 1.58 | 0.26 | |
Protect | 0.98 | 0.21 | |
Colombia | Amount of debt incurred | 0.02 | 0.06 |
Financial deficit | −0.19 | 1.66 | |
Debt protection | 0.00 | 0.00 | |
Amount of debt incurred * | 339.08 | 1439.46 | |
Adjust | 351.22 | 1899.63 | |
RP | 2.45 | 0.75 | |
Protect | −0.38 | 0.08 | |
Mexico | Amount of debt incurred | 0.02 | 0.06 |
Financial deficit | 0.07 | 0.14 | |
Debt protection | 0.00 | 0.00 | |
Amount of debt incurred * | 200.55 | 1070.68 | |
Adjust | 317.86 | 1440.75 | |
RP | 3.08 | 0.87 | |
Protect | −0.64 | 0.14 | |
Peru | Amount of debt incurred | 0.02 | 0.06 |
Financial deficit | 0.07 | 0.10 | |
Debt protection | 0.00 | 0.00 | |
Amount of debt incurred * | 73.76 | 388.32 | |
Adjust | 117.98 | 426.36 | |
RP | 1.71 | 0.25 | |
Protect | −0.52 | 0.05 |
FE (1) | FE (2) | |
---|---|---|
(Intercept) | ||
DEF | −0.009 * (0.004) | −0.009 * (0.004) |
Dprotec | ||
RP | 0.002 (0.004) | |
Number of observations | 682 | 682 |
R2 | 0.007 | 0.007 |
R2 Adj. | −0.093 | −0.094 |
AIC | −1931.9 | −1930.1 |
BIC | −1922.8 | −1916.6 |
RMSE | 0.06 | 0.06 |
FE (1) | FE (2) | |
---|---|---|
DEF | 0.135 (0.108) | 0.140 (0.107) |
DIV | 0.000 (0.000) | 0.000 (0.000) |
I | 0.139 (0.117) | 0.156 (0.117) |
W | 0.001 (0.111) | −0.001 (0.110) |
R | −0.647 *** (0.135) | −0.658 *** (0.134) |
C | 0.143 (0.108) | 0.148 (0.108) |
Dprotec | ||
RP | 0.008 * (0.004) | |
Number of observations | 681 | 681 |
R2 | 0.144 | 0.151 |
R2 Adj. | 0.050 | 0.057 |
AIC | −2019.6 | −2023.2 |
BIC | −1987.9 | −1987.0 |
RMSE | 0.05 | 0.05 |
FE (1) | FE (2) | |
---|---|---|
(Intercept) | ||
Ajust | 0.056 *** (0.009) | 0.057 *** (0.009) |
Dprotec | −109.128 (70.751) | |
Number of observations | 682 | 682 |
R2 | 0.054 | 0.058 |
R2 Adj. | 0.039 | 0.041 |
AIC | 11,182.4 | 11,182.0 |
BIC | 11,191.5 | 11,195.6 |
RMSE | 876.91 | 875.35 |
Country | Model (1) | Model (2) | |
---|---|---|---|
Chile | (Intercept) | 0.0093 | −555.44 |
DEF | −0.010 (0.03) | ||
Ajust | 0.2698 *** (0.05) | ||
Mexico | (Intercept) | 0.0131 | −1457.63 |
DEF | 0.106 *** (0.03) | ||
Ajust | 0.6084 *** (0.09) | ||
Peru | (Intercept) | 0.0102 | −80.44 |
DEF | 0.0716(0.07) | ||
Ajust | 0.2036 ** (0.15) | ||
Colombia | (Intercept) | 0.0183 | −1433.78 |
DEF | −0.0111 ***(0.00) | ||
Ajust | 0.7161 *** (0.12) |
FE (1) | FE (2) | FE (3) | FE (4) | |
---|---|---|---|---|
DEF | 0.135 (0.08) | 0.140 (0.08) | ||
DIV | 0.000 (0.000) | 0.000 (0.000) | ||
I | 0.139 (0.145) | 0.156 (0.117) | ||
W | 0.000 (0.164) | −0.001 (0.128) | ||
R | −0.647 *** (0.129) | −0.658 *** (0.134) | ||
C | 0.143 (0.08) | 0.148 (0.108) | ||
Dprotec | ||||
RP | 0.008 * (0.002) | |||
Ajust | 0.500 (0.000) *** | 0.500 (0.000) *** |
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Pinillos, J.; Macías, H.; Castrillon, L.; Eslava, R.; De la Cruz, S. Analysis of the Capital Structure of Latin American Companies in Light of Trade-Off and Pecking Order Theories. J. Risk Financial Manag. 2025, 18, 399. https://doi.org/10.3390/jrfm18070399
Pinillos J, Macías H, Castrillon L, Eslava R, De la Cruz S. Analysis of the Capital Structure of Latin American Companies in Light of Trade-Off and Pecking Order Theories. Journal of Risk and Financial Management. 2025; 18(7):399. https://doi.org/10.3390/jrfm18070399
Chicago/Turabian StylePinillos, Jesús, Hugo Macías, Luis Castrillon, Rolando Eslava, and Sadan De la Cruz. 2025. "Analysis of the Capital Structure of Latin American Companies in Light of Trade-Off and Pecking Order Theories" Journal of Risk and Financial Management 18, no. 7: 399. https://doi.org/10.3390/jrfm18070399
APA StylePinillos, J., Macías, H., Castrillon, L., Eslava, R., & De la Cruz, S. (2025). Analysis of the Capital Structure of Latin American Companies in Light of Trade-Off and Pecking Order Theories. Journal of Risk and Financial Management, 18(7), 399. https://doi.org/10.3390/jrfm18070399