Corporate Cash Holdings and National Culture: Evidence from the Middle East and North Africa Region
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Corporate Cash Holdings and National Culture
2.2. Hypotheses Development
3. Methodology
3.1. Sample and Data Collection
3.2. Variables and Research Models
4. Empirical Analysis and Discussion
4.1. Descriptive and Correlation Analysis
4.2. Regression Analysis and Discussion
4.3. Robustness Tests
5. Conclusions, Implications, and Suggestions for Further Research
5.1. Conclusions
5.2. Implications
5.2.1. Theoretical Implications
5.2.2. Practical Implications
5.3. Limitations and Future Researches
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | Definitions | Source |
---|---|---|
Dependent variable | ||
Cash holdings ratio | Total cash and cash equivalents over total assets Logarithm of total cash and cash equivalents over total assets | Bank scope and annual reports |
Independent variables | ||
Power distance (PD) | The degree to which the less powerful members of a society accept and expect that power is distributed unequally. | Hofstede (1980, 2001, 2010) https://hi.hofstede-insights.com/national-culture (accessed on 20 July 2021) |
Individualism | The preference for a loosely knit social framework in which individuals are expected to take care of only themselves and their immediate families | |
Masculinity | It represents a preference in society for achievement, heroism, assertiveness, and material rewards for success. Society at large is more competitive | |
Uncertainty avoidance (UA) | The degree to which the members of a society feel uncomfortable with uncertainty and ambiguity. | |
Long Term Orientation (LTO) | Societies with a high score, take a more pragmatic approach by encourage thrift and efforts in modern education to prepare for the future. | |
Control variables: Corporate characteristics | ||
Size | Natural logarithm of total assets | Bank scope and annual reports |
Listed | Dummy variable: 1 if the bank is listed in the stock market and 0 otherwise | |
Leverage | Measured by Total liabilities (non-current + current) over total assets | |
Financial performance | ROA: Retune on assets ROE: Return on equity | |
Bank Type | Dummy variable: 1 if the bank is Islamic and 0 otherwise | Annual reports |
Control variables: Country characteristics | ||
Inflation | Inflation rate is calculated by annual growth rate of Gross domestic product implicit deflator displays the rate of price variation in economy as a whole | World bank database https://data.worldbank.org/indicator/NY.GDP.DEFL.KD.ZG.AD (accessed on 18 July 2021) |
Control of Corruption | Corruption level is imitating views of the extent to which public power is trained for private gain, comprising petty and grand forms of corruption and capture of the state through bests and private interests | Worldwide Governance Indicators (WGI) http://info.worldbank.org/governance/wgi/ https://datacatalog.worldbank.org/dataset/worldwide-governance-indicators (accessed on 21 July 2021) |
Foreign Exchange Rate System | Is how a nation managing its currency in the foreign exchange market. Measured as a dummy variable by giving 1 if the Foreign Exchange Rate System in the country is floating system and 0 otherwise as a fixed system | World bank database https://data.worldbank.org/indicator/PA.NUS.FCRF (accessed on 23 July 2021) |
N | Minimum | Maximum | Mean | Std. Deviation | Skewness | Kurtosis | |
---|---|---|---|---|---|---|---|
CASH | 6354 | 1.4761 | 2.5631 | 0.1039 | 0.192849 | −0.096 | 21.353 |
PD | 6354 | 13.000 | 95.00 | 7.6429 | 13.92750 | −2.024 | 6.407 |
INDIV | 6354 | 20.000 | 59.00 | 3.6801 | 9.07610 | 0.530 | −0.109 |
MASC | 6354 | 40.000 | 65.00 | 5.1447 | 6.24436 | 0.062 | −0.089 |
UA | 6354 | 54.000 | 96.00 | 7.1746 | 8.75166 | 0.791 | 0.848 |
LTO | 6354 | 0.000 | 70.00 | 2.5005 | 15.41297 | 1.109 | 1.910 |
LIST | 6354 | 0 | 1 | 0.33 | 0.471 | 0.710 | −1.497 |
SIZE | 5392 | 2.00 | 8.00 | 5.5027 | 0.63282 | −0.412 | 0.451 |
LEVE | 5217 | 0.0021 | 101.166 | 1.2090 | 2.80698 | 22.997 | 745.937 |
ROA | 5205 | −7.314 | 9.1502 | 0.0356 | 0.34821 | 12.152 | 473.423 |
ISLAM | 6347 | 0.00 | 1.00 | 0.2469 | 0.4312 | 1.174 | −0.621 |
INFL | 6354 | −2.53127 | 7.11480 | 6.62017 | 1.0495895 | 1.519 | 8.105 |
CORRU | 6354 | −1.61 | 1.72 | −0.1752 | 0.72873 | 0.058 | −0.806 |
FER | 6300 | 0 | 1 | 0.51 | 0.500 | 1.658 | −0.981 |
CASH | PD | INDIV | MASC | UA | LTO | LIST | SIZE | LEVE | ROA | |
---|---|---|---|---|---|---|---|---|---|---|
CASH | 1.00 | −0.052 ** | 0.024 | −0.044 * | −0.258 ** | −0.066 ** | 0.007 | −0.056 ** | 0.067 ** | 0.045 * |
PD | 1.00 | −0.707 ** | 0.349 ** | 0.002 | −0.040 ** | 0.004 | −0.051 ** | −0.035 | 0.001 | |
INDIV | 1.00 | 0.075 ** | 0.094 ** | 0.199 ** | −0.141 ** | −0.098 ** | 0.064 ** | 0.005 | ||
MASC | 1.00 | −0.151 ** | 0.333 ** | −0.291 ** | −0.169 ** | 0.039 | −0.001 | |||
UA | 1.00 | 0.276 ** | −0.013 | 0.178 ** | −0.085 ** | −0.007 | ||||
LTO | 1.00 | −0.035 ** | 0.005 | 0.008 | −0.010 | |||||
LIST | 1.00 | 0.178 ** | −0.050 * | −0.002 | ||||||
SIZE | 1.00 | −0.167 ** | −0.042 * | |||||||
LEVE | 1.00 | 0.038 | ||||||||
ROA | 1.00 |
Model | Unstandardized Coefficients | Standardized Coefficients | T | Sig. | |
---|---|---|---|---|---|
B | Std. Error | Beta | |||
(Constant) | 0.411 | 0.035 | 11.835 | 0.000 | |
PD | 0.001 | 0.000 | 0.053 | 2.380 | 0.017 * |
INDIV | 0.001 | 0.000 | 0.071 | 3.413 | 0.001 *** |
MASC | −0.002 | 0.000 | −0.104 | −5.889 | 0.000 *** |
UA | −0.003 | 0.000 | −0.207 | −14.793 | 0.000 *** |
LTO | 0.000 | 0.000 | 0.033 | 2.277 | 0.023 * |
LIST | −0.004 | 0.004 | −0.012 | −0.944 | 0.345 |
SIZE | −0.008 | 0.004 | −0.026 | −2.057 | 0.040 |
LEVE | 0.002 | 0.001 | 0.024 | 1.961 | 0.050 |
ROA | 0.016 | 0.008 | 0.024 | 1.974 | 0.048 |
Model Summary | Adjusted R square 0.40 | F 31.316 | Sig 0.000 |
Variables | Unstandardized Coefficients | Standardized Coefficients | T | Sig. | |
---|---|---|---|---|---|
B | Std. Error | Beta | |||
(Constant) | 0.409 | 0.035 | 11.774 | 0.000 | |
PD | 0.001 | 0.000 | 0.054 | 2.446 | 0.014 * |
INDIV | 0.001 | 0.000 | 0.074 | 3.593 | 0.000 *** |
MASC | −0.002 | 0.000 | −0.105 | −5.968 | 0.000 *** |
UA | −0.003 | 0.000 | −0.207 | −14.809 | 0.000 *** |
LTO | 0.000 | 0.000 | 0.032 | 2.251 | 0.024 * |
ISLAM | 0.011 | 0.004 | 0.035 | 2.819 | 0.005 |
LIST | −0.004 | 0.004 | −0.013 | −1.004 | 0.316 |
SIZE | −0.008 | 0.004 | −0.027 | −2.148 | 0.032 |
LEVE | 0.002 | 0.001 | 0.024 | 1.966 | 0.049 |
ROA | 0.016 | 0.008 | 0.023 | 1.880 | 0.060 |
Model Summary | Adjusted R square 0.41 | F 28.109 | Sig 0.000 |
Model | Unstandardized Coefficients | Standardized Coefficients | T | Sig. | |
---|---|---|---|---|---|
B | Std. Error | Beta | |||
(Constant) | −1.629 | 0.134 | −12.114 | 0.000 | |
PD | 0.002 | 0.001 | 0.061 | 2.701 | 0.007 * |
INDIV | 0.003 | 0.001 | 0.049 | 2.323 | 0.020 * |
MASC | −0.001 | 0.002 | −0.012 | −0.672 | 0.501 |
UA | 0.000 | 0.001 | −0.013 | −0.940 | 0.347 |
LTO | −0.002 | 0.000 | −0.044 | −3.038 | 0.002 * |
LIST | 0.029 | 0.015 | 0.026 | 1.960 | 0.050 |
SIZE | 0.027 | 0.015 | 0.024 | 1.842 | 0.066 |
LEVE | −0.001 | 0.004 | −0.004 | −0.342 | 0.733 |
ROA | −0.031 | 0.032 | −0.012 | −0.964 | 0.335 |
Model Summary | Adjusted R square 0.50 | F 3.334 | Sig 0.000 |
Model | Unstandardized Coefficients | Standardized Coefficients | T | Sig. | Tolerance | VIF | |
---|---|---|---|---|---|---|---|
B | Std. Error | Beta | |||||
(Constant) | 0.420 | 0.039 | 10.909 | 0.000 | |||
PD | 0.000 | 0.000 | 0.067 | 3.019 | 0.003 ** | 0.310 | 3.229 |
INDIV | 0.000 | 0.000 | 0.030 | 1.322 | 0.186 | 0.288 | 3.476 |
MASC | −0.002 | 0.000 | −0.098 | −5.305 | 0.000 *** | 0.446 | 2.241 |
UA | −0.002 | 0.000 | −0.115 | −5.782 | 0.000 *** | 0.384 | 2.603 |
LTO | 0.000 | 0.000 | 0.063 | 4.405 | 0.000 *** | 0.734 | 1.363 |
LIST | −0.006 | 0.003 | −0.027 | −2.108 | 0.035 * | 0.918 | 1.090 |
SIZE | 0.149 | 0.022 | 0.086 | 6.850 | 0.000 *** | 0.959 | 1.043 |
LEVE | 0.001 | 0.001 | 0.017 | 1.353 | 0.176 | 0.961 | 1.040 |
ROA | −0.006 | 0.003 | −0.027 | −1.898 | 0.058 * | 0.758 | 1.319 |
Inflation | 0.000 | 0.000 | 0.068 | 5.411 | 0.000 *** | 0.958 | 1.044 |
Corruption | −0.028 | 0.003 | −0.176 | −9.293 | 0.000 *** | 0.426 | 2.345 |
Model Summary | Adjusted R square 0.302 | F 54.489 | Sig 0.000 |
Model | Unstandardized Coefficients | Standardized Coefficients | T | Sig. | Tolerance | VIF | |
---|---|---|---|---|---|---|---|
B | Std. Error | Beta | |||||
(Constant) | 1.036 | 0.082 | 12.576 | 0.000 | |||
PD | −0.002 | 0.000 | −0.157 | −4.839 | 0.000 *** | 0.432 | 2.315 |
INDIV | 0.001 | 0.001 | 0.030 | 0.809 | 0.418 | 0.334 | 2.990 |
MASC | −0.003 | 0.001 | −0.144 | −4.540 | 0.000 *** | 0.449 | 2.229 |
UA | −0.008 | 0.001 | −0.321 | −11.873 | 0.000 *** | 0.621 | 1.610 |
LTO | 0.000 | 0.000 | 0.018 | 0.700 | 0.484 | 0.679 | 1.472 |
SIZE | −0.014 | 0.006 | −0.052 | −2.235 | 0.026 * | 0.834 | 1.199 |
LEVE | −0.001 | 0.001 | −0.012 | −0.526 | 0.599 | 0.931 | 1.074 |
ROA | 0.143 | 0.028 | 0.111 | 5.039 | 0.000 *** | 0.939 | 1.065 |
FER System | −0.031 | 0.007 | −0.107 | −4.445 | 0.000 *** | 0.787 | 1.270 |
Model Summary | Adjusted R square 0.175 | F 44.005 | Sig 0.000 |
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El-Halaby, S.; Abdelrasheed, H.; Hussainey, K. Corporate Cash Holdings and National Culture: Evidence from the Middle East and North Africa Region. J. Risk Financial Manag. 2021, 14, 475. https://doi.org/10.3390/jrfm14100475
El-Halaby S, Abdelrasheed H, Hussainey K. Corporate Cash Holdings and National Culture: Evidence from the Middle East and North Africa Region. Journal of Risk and Financial Management. 2021; 14(10):475. https://doi.org/10.3390/jrfm14100475
Chicago/Turabian StyleEl-Halaby, Sherif, Hosam Abdelrasheed, and Khaled Hussainey. 2021. "Corporate Cash Holdings and National Culture: Evidence from the Middle East and North Africa Region" Journal of Risk and Financial Management 14, no. 10: 475. https://doi.org/10.3390/jrfm14100475
APA StyleEl-Halaby, S., Abdelrasheed, H., & Hussainey, K. (2021). Corporate Cash Holdings and National Culture: Evidence from the Middle East and North Africa Region. Journal of Risk and Financial Management, 14(10), 475. https://doi.org/10.3390/jrfm14100475