The Determinants of Tax Aggressiveness in Family Firms: An Investigation of Italian Private Family Firms
Abstract
:1. Introduction
2. Theoretical Background
2.1. Research on Tax Aggressiveness
2.2. Tax Aggressiveness within Family Firms
3. Research Hypotheses
3.1. Family Involvement in Ownership (FIO) and Tax Aggressiveness
3.2. Family Involvement in Management (FIM): The Role of CEO and Tax Aggressiveness
3.3. Family Involvement in Governance (FIG): Board Composition and Tax Aggressiveness
3.4. Management Control Systems and Tax Aggressiveness
4. Research Methodology
4.1. Research Sample and Data Collection
4.2. Variables Definition
4.3. Model Specification
5. Results
6. Additional Analyses
7. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Panel A: Correlations between Tax Aggressiveness Measures. | |||||||||
---|---|---|---|---|---|---|---|---|---|
ETR | CETR | NCETR | |||||||
ETR | |||||||||
CETR | 0.889 ** | ||||||||
NCETR | 0.627 ** | 0.652 ** | |||||||
N = 227; ** = p ≤ 0.01. | |||||||||
Panel B: Factor Analysis on Tax Aggressiveness Measure. | |||||||||
Total Variance Explained | |||||||||
Initial Eigenvalues | Extraction Sums of Squared Loadings | ||||||||
Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | ||||
1 | 2.458 | 82.152 | 82.152 | 2.458 | 82.152 | 82.1522 | |||
2 | 0.428 | 14.304 | 96.456 | ||||||
3 | 0.106 | 3.544 | 100 | ||||||
Component 1 | |||||||||
ETR | 0.929 | ||||||||
CETR | 0.942 | ||||||||
NCETR | 0.828 |
(a) | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean | Sd | Median | Min | Max | |||||||||
1. NCETR | 0.62 | 0.467 | 0.48 | 0.09 | 3.90 | ||||||||
2. MAN | 0.67 | 0.473 | 1 | 0 | 1 | ||||||||
3. LOG_YEAR | 7.59 | 0.015 | 7.59 | 7.51 | 7.61 | ||||||||
4. LOG_TA | 15.69 | 1.253 | 15.53 | 9.35 | 19.59 | ||||||||
5. LOG_EMP | 3.36 | 1.064 | 3.22 | 0.01 | 6.68 | ||||||||
6. ROA | 6.53 | 6.348 | 3.82 | −55.47 | 31.72 | ||||||||
7. EMB | 0.81 | 0.396 | 1 | 0 | 1 | ||||||||
8. GROUP | 0.62 | 0.487 | 1 | 0 | 1 | ||||||||
9. OWN_CON | 83.85 | 23.183 | 100 | 10 | 100 | ||||||||
10. FAM_CEO | 0.89 | 0.314 | 1 | 0 | 1 | ||||||||
11. EXT | 0.36 | 0.959 | 0 | 0 | 6 | ||||||||
12. REPORT | 0.49 | 0.501 | 1 | 0 | 1 | ||||||||
13. SPLANNING | 0.44 | 0.497 | 0.482 | 0 | 1 | ||||||||
(b) | |||||||||||||
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
1. NCETR | |||||||||||||
2. MAN | −0.019 | ||||||||||||
3. LOG_YEAR | 0.053 | −0.136 * | |||||||||||
4. LOG_TA | −0.112 | 0.182 ** | −0.349 ** | ||||||||||
5. LOG_EMP | −0.035 | 0.257 ** | −0.332 ** | 0.792 ** | |||||||||
6. ROA | −0.283 ** | 0.033 | 0.027 | 0.067 | −0.014 | ||||||||
7. EMB | −0.105 | 0.054 | −0.037 | 0.013 | −0.038 | −0.027 | |||||||
8. GROUP | −0.180 ** | 0.074 | −0.081 | 0.277 ** | 0.272 ** | 0.109 | −0.043 | ||||||
9. OWN_CON | −0.027 | −0.011 | −0.043 | 0.023 | −0.066 | 0.034 | 0.009 | 0.005 | |||||
10. FAM_CEO | 0.065 | 0.168 * | −0.123 | 0.170 * | 0.173 ** | −0.020 | 0.041 | −0.046 | −0.060 | ||||
11. EXT | −0.095 | 0.118 | −0.083 | 0.224 ** | 0.202 ** | 0.114 | 0.020 | 0.152 * | −0.047 | 0.087 | |||
12. REPORT | −0.063 | 0.047 | −0.110 | 0.241 ** | 0.245 ** | 0.077 | −0.073 | 0.270 ** | −0.111 | −0.047 | 0.102 | ||
13. SPLANNING | −0.132 * | −0.110 | −0.095 | 0.164 * | 0.090 | 0.017 | 0.004 | 0.200 ** | −0.079 | −0.060 | 0.080 | 0.554 ** | |
Listwise N = 227; * = p ≤ 0.05; ** = p ≤ 0.01 |
Model 1 | Model 2 | Model 3 | |
---|---|---|---|
MAN | 0.052 | 0.039 | 0.031 |
LOG_YEAR | 0.122 * | 0.098 | 0.089 |
LOG_TA | −0.281 ** | −0.240 ** | −0.246 ** |
LOG_EMP | 0.220 * | 0.188 * | 0.188 * |
ROA | −0.405 *** | −0.393 *** | −0.384 *** |
EMB | −0.110 * | −0.117 * | −0.127 * |
GROUP | −0.089 * | −0.065 | −0.072 |
OWN_CON | −0.142 ** | −0.141 ** | |
FAM_CEO | 0.008 | 0.013 | |
EXT | −0.135 * | −0.137 ** | |
REPORT | −0.083 | −0.240 * | |
SPLANNING | 0.157 * | 0.060 | |
REPORT X SPLANNING | 0.245 * | ||
R2 | 0.260 | 0.310 | 0.319 |
Adj. R2 | 0.238 | 0.272 | 0.279 |
Delta R2 | 0.049 | 0.010 | |
F | 11.371 *** | 8.260 *** | 7.943 *** |
F change | 3.147 ** | 3.170 * |
Model 1 | Model 2 | Model 3 | |
---|---|---|---|
MAN | 0.065 | 0.053 | 0.044 |
LOG_YEAR | 0.117 * | 0.093 | 0.084 |
LOG_TA | −0.284 ** | −0.243 ** | −0.249 ** |
LOG_EMP | 0.244 * | 0.212 * | 0.213 * |
ROA | −0.389 *** | −0.376 *** | −0.367 *** |
EMB | −0.092 | −0.099 * | −0.109 * |
GROUP | −0.090 | −0.067 | −0.074 |
OWN_CON | −0.144 ** | −0.142 ** | |
FAM_CEO | 0.001 | 0.006 | |
EXT | −0.127 * | −0.130 ** | |
REPORT | −0.076 | −0.239 * | |
SPLANNING | 0.150 * | 0.049 | |
REPORT X SPLANNING | 0.254 * | ||
R2 | 0.242 | 0.288 | 0.299 |
Adj. R2 | 0.219 | 0.250 | 0.257 |
Delta R2 | 0.046 | 0.011 | |
F | 10.323 *** | 7.463 *** | 7.214 *** |
F change | 2.863 ** | 3.300 * |
Model 1 | Model 2 | Model 3 | |
---|---|---|---|
MAN | 0.031 | 0.016 | 0.007 |
LOG_YEAR | 0.1114 * | 0.090 | 0.081 |
LOG_TA | −0.283 ** | −0.243 ** | −0.250 ** |
LOG_EMP | 0.214 * | 0.179 * | 0.179 * |
ROA | −0.403 *** | −0.391 *** | −0.381 *** |
EMB | −0.105 * | −0.111 * | −0122 * |
GROUP | −0.082 * | −0.060 | −0.067 |
OWN_CON | −0.140 ** | −0.138 ** | |
FAM_CEO | 0.014 | 0.019 | |
EXT | −0.139 * | −0.141 ** | |
REPORT | −0.105 | −0.276 * | |
SPLANNING | 0.168 * | 0.062 | |
REPORT X SPLANNING | 0.267 * | ||
R2 | 0.254 | 0.306 | 0.318 |
Adj. R2 | 0.231 | 0.269 | 0.278 |
Delta R2 | 0.052 | 0.012 | |
F | 10.997 *** | 8.136 *** | 7.892 *** |
F change | 3.335 ** | 3.750 * |
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Flamini, G.; Vola, P.; Songini, L.; Gnan, L. The Determinants of Tax Aggressiveness in Family Firms: An Investigation of Italian Private Family Firms. Sustainability 2021, 13, 7654. https://doi.org/10.3390/su13147654
Flamini G, Vola P, Songini L, Gnan L. The Determinants of Tax Aggressiveness in Family Firms: An Investigation of Italian Private Family Firms. Sustainability. 2021; 13(14):7654. https://doi.org/10.3390/su13147654
Chicago/Turabian StyleFlamini, Giulia, Paola Vola, Lucrezia Songini, and Luca Gnan. 2021. "The Determinants of Tax Aggressiveness in Family Firms: An Investigation of Italian Private Family Firms" Sustainability 13, no. 14: 7654. https://doi.org/10.3390/su13147654
APA StyleFlamini, G., Vola, P., Songini, L., & Gnan, L. (2021). The Determinants of Tax Aggressiveness in Family Firms: An Investigation of Italian Private Family Firms. Sustainability, 13(14), 7654. https://doi.org/10.3390/su13147654