Founder CEOs and Utility Firms’ Financial Choices
Abstract
1. Introduction
2. Background Literature and Hypothesis
2.1. CEOs’ Influence on Firms’ Key Decisions
2.2. Founding/Family Firms
2.3. Utility Company Capital Structure
2.4. Utility Company CEOs
2.5. Hypothesis
3. Data Description
3.1. Sample
3.2. Variables
3.3. Descriptive Statistics
3.4. Characteristic Differences Between Founder-CEO- and Non-Founder-CEO-Led Utility Companies
4. Methodology
5. Main Results
5.1. Baseline Regression Results
5.2. Propensity Score Matching
5.3. Entropy Balancing
5.4. Additional Robustness Test
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Variable Definitions
Variable | Definition |
Founder CEO dummy | An indicator variable is set to one if a utility firm’s CEO is a founder and zero if otherwise. |
Return on equity | The ratio of net income to total equity. |
Firm size | The natural logarithm of total assets. |
Market-to-book ratio | The market value of equity divided by the book value of equity. |
Interest-to-debt ratio | The ratio of interest expense over total debt. |
Firm age | Number of years found in Compustat. |
Earnings volatility | The volatility of earnings over the past five years. |
Tangibility | The ratio of property, plant, and equipment to total assets. |
Cash holdings | Ratio of cash and short-term investments over property, plant, and equipment (PPE). |
Investment ratio | Ratio of capital expenditures in year i over property, plant, and equipment (PPE) in year i − 1. |
Equity ratio Interest coverage | Ratio of common equity over total assets. Ratio of earnings before interest and taxes (EBIT) over interest expense and divided by 100. |
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Variables | Mean | Median | Std. Dev. | 25th Percentile | 75th Percentile | Obs |
---|---|---|---|---|---|---|
Founder CEO Dummy | 0.067 | 000 | 0.250 | 000 | 000 | 5110 |
ROE | 0.093 | 0.110 | 0.251 | 0.072 | 0.142 | 5110 |
Firm Size | 8.245 | 8.287 | 1.689 | 7.089 | 9.535 | 5110 |
Market-to-Book ratio | 2.217 | 1.707 | 2.093 | 1.300 | 2.397 | 5110 |
Interest-to-Debt ratio | 0.064 | 0.064 | 0.028 | 0.048 | 0.077 | 5110 |
Firm Age | 32.684 | 33.000 | 17.943 | 18.000 | 46.000 | 5110 |
Earnings Volatility | 0.021 | 0.010 | 0.037 | 0.004 | 0.023 | 5110 |
Tangibility | 0.623 | 0.658 | 0.181 | 0.527 | 0.757 | 5110 |
Cash Holdings | 0.113 | 0.026 | 0.263 | 0.009 | 0.092 | 5110 |
Investment ratio | 0.152 | 0.113 | 0.133 | 0.076 | 0.180 | 5110 |
Equity ratio | 0.319 | 0.309 | 0.150 | 0.251 | 0.380 | 5110 |
Interest coverage | 0.064 | 0.030 | 0.188 | 0.018 | 0.043 | 5110 |
Founder CEO Utility Firms | Non-Founder CEO Utility Firms | Differences | |||||||
---|---|---|---|---|---|---|---|---|---|
Variables | Mean | Median | Std. Dev. | Obs | Mean | Median | Std. Dev. | Obs | Mean Spread |
ROE | 0.098 | 0.109 | 0.255 | 342 | 0.093 | 0.110 | 0.250 | 4768 | 0.005 |
Firm Size | 7.969 | 7.888 | 1.658 | 342 | 8.265 | 8.303 | 1.690 | 4768 | −0.296 *** |
Market-to-Book ratio | 2.541 | 1.986 | 2.565 | 342 | 2.194 | 1.688 | 2.054 | 4768 | 0.347 *** |
Interest-to-Debt ratio | 0.052 | 0.055 | 0.034 | 342 | 0.065 | 0.064 | 0.027 | 4768 | −0.013 *** |
Firm Age | 25.340 | 24.000 | 14.417 | 342 | 33.210 | 34.00 | 18.057 | 4768 | −7.868 *** |
Earnings Volatility | 0.030 | 0.015 | 0.051 | 342 | 0.020 | 0.01 | 0.036 | 4768 | 0.010 *** |
Tangibility | 0.571 | 0.579 | 0.185 | 342 | 0.627 | 0.661 | 0.180 | 4768 | −0.056 *** |
Cash holdings | 0.217 | 0.092 | 0.362 | 342 | 0.106 | 0.024 | 0.253 | 4768 | 0.111 *** |
Investment ratio | 0.228 | 0.202 | 0.152 | 342 | 0.146 | 0.109 | 0.130 | 4768 | 0.082 *** |
Equity ratio | 0.429 | 0.440 | 0.211 | 342 | 0.311 | 0.306 | 0.141 | 4768 | 0.118 *** |
Interest coverage | 0.223 | 0.034 | 0.464 | 342 | 0.053 | 0.030 | 0.143 | 4768 | 0.170 *** |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
---|---|---|---|---|---|---|---|---|
Variables | Cash Holdings | Cash Holdings | Investment Ratio | Investment Ratio | Equity Ratio | Equity Ratio | Interest Coverage | Interest Coverage |
Founder CEO Dummy | 0.106 *** | 0.037 ** | 0.077 *** | 0.042 *** | 0.121 *** | 0.096 *** | 0.163 *** | 0.141 *** |
(5.30) | (2.23) | (9.22) | (5.28) | (10.40) | (9.01) | (6.55) | (6.03) | |
ROE | 0.020 | 0.000 | 0.021 | 0.071 *** | ||||
(0.99) | (0.03) | (1.51) | (7.96) | |||||
Firm Size | −0.025 *** | −0.009 *** | −0.030 *** | −0.024 *** | ||||
(−11.23) | (−7.08) | (−19.57) | (−10.71) | |||||
Market-to-book | 0.014 *** | 0.005 *** | −0.002 | 0.009 *** | ||||
(5.59) | (3.74) | (−1.06) | (5.76) | |||||
Interest-to-debt ratio | −0.226 | −0.748 *** | −0.971 *** | −0.533 ** | ||||
(−0.79) | (−6.58) | (−6.59) | (−2.14) | |||||
Age | −0.001 *** | −0.001 *** | −0.001 *** | −0.000 | ||||
(−6.26) | (−11.37) | (−6.21) | (−0.31) | |||||
Earnings Variability | 0.893 *** | 0.358 *** | −0.544 *** | 0.077 | ||||
(4.89) | (4.16) | (−4.97) | (0.64) | |||||
Tangibility | −0.638 *** | −0.103 *** | 0.074 *** | −0.017 | ||||
(−18.24) | (−7.41) | (5.26) | (−0.94) | |||||
Constant | 0.106 *** | 0.715 *** | 0.146 *** | 0.367 *** | 0.311 *** | 0.616 *** | 0.054 *** | 0.268 *** |
(28.82) | (16.71) | (80.83) | (21.64) | (151.94) | (33.63) | (25.72) | (9.93) | |
Observations | 5110 | 5110 | 5110 | 5110 | 5110 | 5110 | 5110 | 5110 |
R-squared | 0.023 | 0.360 | 0.090 | 0.241 | 0.047 | 0.205 | 0.063 | 0.132 |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Panel A. Propensity Score Matching Difference in Firm Characteristics. | ||||
Variables | Treated | Controls | Difference | t-Statistic |
ROE | 0.09805 | 0.08697 | 0.01108 | 0.49 |
Firm Size | 7.9686 | 7.9879 | −0.0193 | −0.15 |
Market-to-Book ratio | 2.5414 | 2.8581 | −0.3167 | −1.54 |
Interest-to-Debt ratio | 0.05214 | 0.05473 | −0.00259 | −1.03 |
Firm Age | 25.342 | 23.471 | 1.871 | 1.61 |
Earnings Volatility | 0.03023 | 0.03179 | −0.00156 | −0.40 |
Tangibility | 0.57144 | 0.55758 | 0.01386 | 0.89 |
Panel B. Propensity Score Matching Estimator. | ||||
Cash holdings | 0.2171 | 0.1056 | 0.1115 | 7.6 |
Investment ratio | 0.2276 | 0.1462 | 0.0814 | 11.06 |
Equity ratio | 0.4286 | 0.3114 | 0.1172 | 14.27 |
Interest coverage | 0.2227 | 0.0531 | 0.1696 | 16.57 |
Panel A. Regression result of different financial choices with entropy balancing. | ||||||||||||
(1) | (2) | (3) | (4) | |||||||||
Variables | Cash Holdings | Investment Ratio | Equity Ratio | Interest Coverage | ||||||||
Founder CEO Dummy | 0.055 *** | 0.048 *** | 0.077 *** | 0.124 *** | ||||||||
(3.19) | (5.62) | (6.96) | (4.99) | |||||||||
ROE | 0.054 | −0.029 | 0.054 | 0.108 *** | ||||||||
(0.91) | (−1.34) | (1.50) | (3.42) | |||||||||
Firm Size | −0.031 *** | −0.011 *** | −0.031 *** | −0.043 *** | ||||||||
(−5.58) | (−3.28) | (−8.25) | (−6.65) | |||||||||
Market-to-Book ratio | 0.001 | 0.003 | −0.002 | 0.015 *** | ||||||||
(0.25) | (1.09) | (−0.53) | (2.88) | |||||||||
Interest-to-Debt ratio | −1.055 *** | −0.793 *** | −2.004 *** | −2.682 *** | ||||||||
(−3.66) | (−5.25) | (−8.66) | (−5.56) | |||||||||
Firm Age | −0.002 *** | −0.002 *** | −0.000 | 0.001 | ||||||||
(−4.69) | (−6.63) | (−0.54) | (1.04) | |||||||||
Earnings Variability | 0.725 ** | 0.093 | −0.605 *** | −0.030 | ||||||||
(2.08) | (0.59) | (−3.53) | (−0.14) | |||||||||
Tangibility | −0.852 *** | −0.106 *** | 0.133 *** | 0.249 *** | ||||||||
(−11.92) | (−3.51) | (4.20) | (3.84) | |||||||||
Constant | 0.964 *** | 0.416 *** | 0.647 *** | 0.374 *** | ||||||||
(11.09) | (13.53) | (16.63) | (4.94) | |||||||||
Observations | 5110 | 5110 | 5110 | 5110 | ||||||||
R-squared | 0.365 | 0.177 | 0.285 | 0.163 | ||||||||
Year FE | Yes | Yes | Yes | Yes | ||||||||
Panel B. Proof of entropy balancing convergence. | ||||||||||||
Pre | Post | |||||||||||
Treated | Controls | Treated | Controls | |||||||||
Variables | Mean | Variance | Skewness | Mean | Variance | Skewness | Mean | Variance | Skewness | Mean | Variance | Skewness |
ROE | 0.098 | 0.065 | −0.319 | 0.093 | 0.063 | −1.087 | 0.098 | 0.065 | −0.319 | 0.098 | 0.065 | −0.319 |
Firm Size | 7.969 | 2.748 | 0.177 | 8.265 | 2.855 | −0.177 | 7.969 | 2.748 | 0.177 | 7.969 | 2.748 | 0.177 |
Market-to-Book ratio | 2.541 | 6.579 | 2.858 | 2.194 | 4.218 | 3.417 | 2.541 | 6.579 | 2.858 | 2.541 | 6.579 | 2.858 |
Interest-to-Debt ratio | 0.052 | 0.001 | 0.701 | 0.065 | 0.001 | 1.313 | 0.052 | 0.001 | 0.701 | 0.052 | 0.001 | 0.701 |
Firm Age | 25.34 | 207.8 | 0.851 | 33.21 | 326 | 0.012 | 25.34 | 207.8 | 0.851 | 25.34 | 207.8 | 0.851 |
Earnings Volatility | 0.030 | 0.003 | 3.857 | 0.020 | 0.001 | 5.086 | 0.030 | 0.003 | 3.857 | 0.030 | 0.003 | 3.857 |
Tangibility | 0.571 | 0.034 | −0.552 | 0.627 | 0.032 | −1.007 | 0.571 | 0.034 | −0.552 | 0.571 | 0.034 | −0.552 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Variables | Cash Holdings | Investment Ratio | Equity Ratio | Interest Coverage |
Founder CEO Dummy | 0.046 *** | 0.036 *** | 0.096 *** | 0.142 *** |
(2.79) | (4.69) | (9.15) | (6.06) | |
Lagged ROE | 0.028 | −0.006 | 0.048 *** | 0.072 *** |
(1.35) | (−0.54) | (3.17) | (6.53) | |
Firm Size | −0.024 *** | −0.011 *** | −0.030 *** | −0.025 *** |
(−11.15) | (−8.08) | (−18.79) | (−10.77) | |
Market-to-Book ratio | 0.013 *** | 0.006 *** | −0.002 | 0.010 *** |
(5.31) | (4.88) | (−1.03) | (5.76) | |
Interest-to-Debt ratio | −0.156 | −0.727 *** | −0.999 *** | −0.497 * |
(−0.52) | (−6.11) | (−6.34) | (−1.81) | |
Firm Age | −0.001 *** | −0.002 *** | −0.001 *** | −0.000 |
(−5.91) | (−13.34) | (−6.32) | (−0.54) | |
Earnings Variability | 0.987 *** | 0.247 *** | −0.510 *** | 0.056 |
(5.39) | (2.90) | (−4.60) | (0.46) | |
Tangibility | −0.603 *** | −0.121 *** | 0.080 *** | −0.022 |
(−17.36) | (−8.46) | (5.58) | (−1.18) | |
Constant | 0.674 *** | 0.406 *** | 0.610 *** | 0.283 *** |
(16.06) | (23.75) | (32.36) | (9.93) | |
Observations | 4854 | 4854 | 4854 | 4854 |
R-squared | 0.356 | 0.233 | 0.213 | 0.137 |
Year FE | Yes | Yes | Yes | Yes |
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Alam, M.A.U.; Alam, M.M.U.; Nazrul, T. Founder CEOs and Utility Firms’ Financial Choices. J. Risk Financial Manag. 2025, 18, 531. https://doi.org/10.3390/jrfm18100531
Alam MAU, Alam MMU, Nazrul T. Founder CEOs and Utility Firms’ Financial Choices. Journal of Risk and Financial Management. 2025; 18(10):531. https://doi.org/10.3390/jrfm18100531
Chicago/Turabian StyleAlam, Md Asif Ul, Md Maruf Ul Alam, and Toufiq Nazrul. 2025. "Founder CEOs and Utility Firms’ Financial Choices" Journal of Risk and Financial Management 18, no. 10: 531. https://doi.org/10.3390/jrfm18100531
APA StyleAlam, M. A. U., Alam, M. M. U., & Nazrul, T. (2025). Founder CEOs and Utility Firms’ Financial Choices. Journal of Risk and Financial Management, 18(10), 531. https://doi.org/10.3390/jrfm18100531