Are Family Firms Financially Healthier Than Non-Family Firm?
Abstract
:1. Introduction and Literature Review
2. Family Control and Firm Value
Hypotheses
3. The Hypothesis, Methods and Data
3.1. Empirical Model
3.1.1. Leverage
+ α5 × Profitability measure + α6 × Interactive Variables
- Leverage: Debt/EBITDA and Interest Coverage Ratio.
- Family firm takes: dummy equals 1 when a firm is a family firm or zero otherwise
- Profitability measure: refers to return of equity, return on assets, EBITDA margin, netincome margin
- Size measure: refers to number of employees, total revenues, total assets
- Age: calculate based on the company date of establishment.
- Industry dummy: equaling 1 as dummy for each IAC classification code,
- Year dummy: equals 1 for each year considered in the analysis.
3.1.2. Risk Exposure
Dummy + α5 × Profitability measure + α6 × Interactive Variables
- Altman Z-Score: 6.5X1 + 3.2X2 + 6.72X3 + 1.0X4
- Family firm takes: dummy equals 1 when a firm is a family firm or zero otherwise
- Profitability measure: refers to return of equity, return on assets, EBITDA margin, netincome margin
- Size measure: refers to number of employees, total revenues, total assets
- Age: calculated based on the company date of establishment.
- Industry dummy: equaling 1 as dummy for each IAC classification code,
- Year dummy: equals 1 for each year considered in the analysis.
3.2. Data
3.3. Variables Measurement
3.3.1. Dependent Variables
3.3.2. Independent Variables—Ownership structure
3.3.3. Other Independent Variables
3.4. Descriptive Statistics
4. Empirical Analysis
4.1. Leverage
4.2. Risk Exposure
4.3. Robustness Test
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Dependent Variables | Debt/Earnings before interest, tax, depreciation and amortization (EBITDA), Interest Coverage Ratio and Altman Z-Score. |
Independent Variables | |
“A” | “Indicates a dummy equaling 1 if no shareholder with more than 25% of ownership of ultimate voting rights);” |
“B” | “Indicates a dummy equaling 1 if no shareholder with more than 50% but exist one shareholder with voting rights between 25.1% and 50%.” |
“C” | “Indicates a dummy equaling 1 if a recorded shareholder with a total or a calculated ownership of 50.1% or higher” |
“D” | “Indicates a dummy equaling 1 if a recorded shareholder with a direct ownership of over 50% with branches and foreign companies” |
Family Firms | “B”, “C” and “D” |
Non-family firms | “A” |
Family characteristics | “A family member is CEO, Chairman, CEO and Chairman, respectively in a family firm; the family only holds shares in the company without taking an active position; and the founder or a descendant is actively managing the company as Chairman or CEO.” |
Widely held corporation | “Denote a dummy variable 1 if the largest ultimate shareholder owns more than 25% of the shares in one of the categories.” |
Profitability measure | ROA, ROE, EBITDA margin, and Net income margin. |
Size measure | Number of employees, total revenues, and total assets. |
Firm age | “Defined the logarithm of the date of establishment” |
Industry | “Defined according IAC classification code” |
Descriptive Statistics | All Sample | Non-Family Firms | Family Firms | Difference in mean (Non-Family-Family Firms) | t-Test | |||
---|---|---|---|---|---|---|---|---|
Mean | Std. | Mean | Std. | Mean | Std. | |||
Independent Variables | ||||||||
Number of Employees | 110.79 | 96.77 | 123.63 | 221.34 | 112.78 | 73.17 | 10.85 | 1.41 |
Total Assets | 20,108.90 | 14,480.30 | 18,331.50 | 9231.54 | 26,191.18 | 27,523.31 | −7859.66 | −8.248 * |
Total Revenue | 20,206.30 | 13,224.60 | 19,062.50 | 9356.42 | 22,025.11 | 23,499.49 | −2962.58 | −3.514 |
Age | 24.44 | 11.41 | 25.50 | 11.21 | 28.61 | 11.82 | 3.11 | 7.05 ** |
Return on Assets | 2.84 | 8.05 | 2.57 | 6.45 | 2.60 | 7.60 | −0.03 | −0.10 ** |
Return on Equity | 7.79 | 48.41 | 6.96 | 14.23 | 7.28 | 21.60 | −0.32 | −0.38 * |
Net Income Margin | −19.22 | 1812.36 | 2.33 | 6.79 | 2.14 | 9.67 | 0.19 | −0.50 * |
Industry dummy | ||||||||
Cattle raising | 0.82 | 0.39 | 0.11 | 0.31 | 0.19 | 0.31 | −0.08 | −55.338 *** |
Energy and water | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Extraction, transformation of non-energetic minerals | 0.10 | 0.47 | 0.15 | 0.36 | 0.06 | 0.36 | 0.09 | 25.974 *** |
Metal transforming industries | 0.09 | 0.50 | 0.12 | 0.33 | 0.08 | 0.33 | 0.04 | 39.118 * |
Other manufacturing industries | 0.43 | 0.50 | 0.17 | 0.30 | 0.10 | 0.30 | 0.07 | 58.663 ** |
Construction | 0.85 | 0.36 | 0.15 | 0.36 | 0.85 | 0.36 | −0.70 | −17.507 *** |
Restaurant and lodging trade | 0.00 | 0.06 | 0.17 | 0.38 | 0.83 | 0.38 | −0.65 | −38.056 *** |
Transport and Communication | 0.47 | 0.31 | 0.66 | 0.23 | 0.34 | 0.23 | 0.32 | 44.443 ** |
Management and insurance activities | 0.35 | 0.42 | 0.54 | 0.69 | 0.39 | 0.31 | 0.13 | 14.924 ** |
Other services | 0.86 | 0.34 | 0.14 | 0.34 | 0.86 | 0.34 | −0.73 | −18.331 ** |
Dependent Variables | ||||||||
Z-Score | 2.91 | 1.41 | 2.75 | 1.46 | 3.04 | 1.41 | −0.30 | −4.502 * |
Debt/Capital | 71.92 | 319.88 | 36.67 | 60.27 | 68.61 | 197.29 | −31.95 | −4.678 *** |
EBIT/Interest Expense | 5.78 | 1.33 | 4.17 | 1.32 | 9.05 | 51.21 | −4.88 | 2.875 ** |
Debt/EBITDA | 3.09 | 0.45 | −1.45 | 184.97 | 3.11 | 210.59 | −4.56 | 0.49 ** |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
Intercept | −6.37 ** | −1.82 | 5.74 ** | −9.88 * | −8.65 * |
(−0.843) | (−0.04) | (0.015) | (−0.13) | (0.61) | |
Family Dummy | −6.78 *** | −2.89 ** | −4.72 ** | −3.34 ** | −8.32 ** |
(−0.366) | (−0.12) | (−0.23) | (−0.01) | (0.46) | |
Return on Assets | −1.53 * | −2.30 * | −5.74 ** | −5.44 | |
(0.547) | (0.55) | (0.04) | (−0.11) | ||
Return on Equity | −0.033 * | −4.63 * | −1.39 ** | −0.01 * | −5.55 ** |
(0.01) | (0.039) | (−0.10) | (0.00) | (0.07) | |
Total Revenue | −0.037 * | −0.04 | −0.034 | −0.00 | |
(−1.32) | (−1.40) | (−1.25) | (−0.09) | ||
Age of Firm | 0.64 * | 0.03 * | −3.30 ** | 3.41 | |
(−0.24) | (0.01) | (0.06) | (0.05) | ||
Number of Employees | 1.66 *** | 4.80 | −3.11 ** | −5.23 * | |
(0.518) | (−0.50) | (−0.33) | (−0.55) | ||
Size (log of Total Assets) | 5.26 * | 7.715 ** | 3.58 ** | 1.40 | 9.89 * |
(1.042) | (0.06) | (0.01) | (0.26) | (1.25) | |
EBITDA Margin | −0.55 * | −0.37 ** | 0.22 * | −1.38 ** | −2.78 ** |
(0.02) | (−0.02) | (0.14) | (−0.06) | (4.32) | |
Net Income Margin | −0.22 * | −5.14 ** | −2.34 ** | −6.36 * | |
(−0.143) | (0.21) | (−0.59) | (0.137) | ||
Return on Assets*Family | −2.74 ** | ||||
(−2.17) | |||||
Return on Equity*Family | −1.68 ** | −5.72 ** | 0.02 * | −7.74 ** | |
(−0.03) | (0.10) | (−0.12) | (−0.07) | ||
Total Revenue*Family | −5.35 * | ||||
(−1.18) | |||||
Age of Firm*Family | 2.16 ** | −7.86 | −4.80 ** | ||
(−0.12) | (0.92) | (−0.11) | |||
Number of Employees*Family | 5.04 | 3.00 | 5.35 | ||
(0.72) | (0.44) | (0.76) | |||
Size (log of Total Assets)*Family | 5.28 ** | −1.23 * | −0.35 ** | ||
(0.12) | (2.19) | (−0.22) | |||
EBITDA Margin*Family | −0.26 | −0.85 ** | |||
(0.17) | (−0.77) | ||||
Net Income Margin*Family | −0.02 | −0.02 | |||
(−0.02) | (−2.19) | ||||
Adjusted R2 | 23.2 *** | 23.2 *** | 21.5 *** | 28.7 *** | 29.4 *** |
Industry Dummy included | Yes | Yes | No | No | No |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
Intercept | −7.27 ** | 5.88 | −6.44 ** | −15.35 ** | −19.62 |
(−4.44) | (0.90) | (1.94) | (2.69) | (0.39) | |
Family Dummy | −1.72 ** | −30.23 | −0.52 | −4.50 *** | −3.04 ** |
(−1.98) | (−0.93) | (−0.32) | (−3.70) | (−2.44) | |
Return on Assets | −1.95 *** | −1.98 *** | 1.20 | ||
(30.34) | (30.28) | (0.18) | |||
Return on Equity | −0.016 | −0.77 *** | −0.69 *** | −0.74 *** | −0.64 * |
(−1.48) | (3.75) | (−3.54) | (3.61) | (−1.75) | |
Total Revenue | −0.00 | −0.00 *** | −0.00 | −0.00 | |
(1.48) | (−0.00) | (−0.06) | (−0.50) | ||
Age of Firm | −9.64 | 11.59 ** | −11.79 * | −10.88 | |
(−0.24) | (−5.73) | (−1.77) | (−1.73) | ||
Number of Employees | −2.64 * | −0.00 | 0.01 ** | −0.01 ** | |
(−2.89) | (−0.18) | (0.52) | (−0.33) | ||
Size (log of Total Assets) | −3.125 | 1.78 ** | 0.64 ** | 2.79 ** | 2.53 * |
(2.72) | (−0.29) | (0.32) | (2.21) | (2.09) | |
EBITDA Margin | −0.01 | −1.69 | −0.063 | −1.16 | |
(−0.28) | (−1.20) | (−1.34) | (−0.00) | ||
Net Income Margin | −2.35 * | −0.00 | −7.20 *** | −5.27 *** | |
(1.65) | (−0.34) | (−4.66) | (−1.18) | ||
Return on Assets*Family | −0.05 ** | ||||
(0.91) | |||||
Return on Equity*Family | −1.68 ** | −0.33 ** | −0.31 ** | ||
(−0.03) | (−3.22) | (−1.71) | |||
Total Revenue*Family | −4.45 *** | ||||
(−4.46) | |||||
Age of Firm*Family | 5.23 | 5.46 ** | −4.96 ** | ||
(1.49) | (1.57) | (1.51) | |||
Number of Employees*Family | 0.00 | −0.11 | 0.00 | ||
(0.16) | (−0.89) | (0.35) | |||
Size (log of Total Assets)*Family | 1.88 ** | −2.53 ** | |||
(0.58) | (2.09) | ||||
EBITDA Margin*Family | −2.98 | ||||
(−2.18) | |||||
Net Income Margin*Family | −7.46 | ||||
(−4.85) | |||||
Adjusted R2 | 23.3 *** | 23.2 *** | 24.5 *** | 27.4 *** | 31.3 *** |
Industry Dummy included | Yes | Yes | Yes | No | No |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
Intercept | −0.16 | 1.13 | −1.92 ** | 1.52 *** | 1.28 *** |
(−0.48) | (3.36) | (2.82) | (9.80) | (8.21) | |
Family Dummy | 0.13 ** | 0.06 | 0.31 | 3.16 *** | 0.58 ** |
(2.89) | (0.74) | (0.88) | (11.05) | (3.15) | |
Return on Assets | 0.07 *** | 0.25 *** | 0.00 ** | ||
(38.28) | (2.81) | (0.00) | |||
Return on Equity | 0.00 ** | 0.01 *** | 0.01 *** | 0.02 *** | 0.05 * |
(2.41) | (14.15) | (13.90) | (3.69) | (4.62) | |
Total Revenue | 0.00 *** | 0.04 *** | 0.00 | 0.00 *** | |
(11.59) | (0.52) | (0.28) | (13.38) | ||
Age of Firm | 9.64 | 0.07 | 0.09 ** | 0.07 ** | |
(0.24) | (0.34) | (2.69) | (2.16) | ||
Number of Employees | 1.34 * | 0.00 ** | 0.00 *** | 0.00 ** | |
(4.21) | (3.56) | (0.52) | (6.15) | ||
Size (log of Total Assets) | 0.23 ** | 0.36 *** | 0.18 ** | 6.30 *** | 0.37 *** |
(6.5) | (10.88) | (0.56) | (2.21) | (4.19) | |
EBITDA Margin | 0.00 | 0.00 ** | 36.11 *** | 0.00 *** | |
(2.05) | (2.30) | (−3.54) | (2.13) | ||
Net Income Margin | 16.62 *** | 0.00 * | 17.27 *** | 3.21 *** | |
(12.59) | (0.00) | (13.06) | (5.38) | ||
Return on Assets*Family | 0.04 ** | ||||
(3.37) | |||||
Return on Equity*Family | 0.00 | 0.33 ** | 0.03 *** | ||
(0.21) | (3.22) | (4.56) | |||
Total Revenue*Family | 4.45 *** | ||||
(4.46) | |||||
Age of Firm*Family | 0.32 *** | 0.09 ** | 0.07 ** | ||
(1.68) | (2.11) | (2.39) | |||
Number of Employees*Family | 0.00 ** | 0.00 | 0.00 ** | ||
(0.00) | (−7.01) | (6.97) | |||
Size (log of Total Assets)*Family | 0.00 ** | 0.11 ** | |||
(0.00) | (5.92) | ||||
EBITDA Margin*Family | −37.70 | ||||
(−3.73) | |||||
Net Income Margin*Family | −23.34 *** | ||||
(−17.37) | |||||
Adjusted R2 | 23.6 *** | 23.2 *** | 23.8 *** | 30.1 | 31.3 |
Industry Dummy included | Yes | Yes | Yes | No | No |
Family Ownership | |||||
---|---|---|---|---|---|
Year | Number of Firms | Family Firms % | Family Insiders % | Family Blockholders % | Both Insiders & Blockholders % |
2014 | 0 | 0% | 0% | 0% | 0% |
2013 | 6 | 50% | 50% | 50% | 0% |
2012 | 4 | 0% | 0% | 0% | 0% |
2011 | 4 | 33.3% | 100% | 0% | 0% |
2010 | 6 | 20% | 0% | 100% | 0% |
2009 | 15 | 50% | 80% | 20% | 0% |
2008 | 22 | 29.4% | 60% | 40% | 0% |
2007 | 22 | 29.4% | 60% | 40% | 0% |
2006 | 78 | 27.9% | 65% | 35% | 0% |
2005 | 137 | 31.7% | 67% | 33% | 0% |
2004 | 189 | 32.2% | 76% | 24% | 0% |
2003 | 126 | 21.2% | 91% | 9% | 0% |
2002 | 75 | 44.2% | 65% | 35% | 0% |
Year | Mean Age All Bankrupt Firms | Mean Age (Non-Family Firms) | Mean Age (Family) Firms | Difference (Non-Family-Family Firms) | t-Test | p-Value |
---|---|---|---|---|---|---|
2014 | 13.441 | 16.267 | 0.000 | 16.267 | 67.673 | 0.000 *** |
2013 | 23.280 | 26.850 | 12.330 | 14.530 | 1.360 | 0.268 |
2012 | 44.000 | 22.500 | 0.00 | −7.250 | −0.298 | 0.816 |
2011 | 16.500 | 26.700 | 23.900 | 2.800 | 0.000 | 0.000 *** |
2010 | 19.843 | 26.900 | 8.467 | 18.433 | 1.307 | 0.321 |
2009 | 19.096 | 23.900 | 2.600 | 21.230 | 3.597 | 0.023 ** |
2008 | 17.755 | 7.380 | 14.240 | −6.860 | −2.568 | 0.062 * |
2007 | 19.382 | 0.000 | 17.540 | −17.540 | −4.236 | 0.013 ** |
2006 | 14.691 | 0.000 | 18.760 | −18.760 | −3.028 | 0.039 ** |
2005 | 14.738 | 0.000 | 13.429 | −13.429 | −7.551 | 0.000 *** |
2004 | 12.192 | 18.013 | 12.392 | 5.621 | 1.989 | 0.054 * |
2003 | 10.274 | 14.246 | 4.015 | 10.229 | 7.902 | 0.000 *** |
2002 | 9.046 | 12.059 | 2.152 | 9.908 | 10.118 | 0.000 *** |
Family Ownership | |||||
---|---|---|---|---|---|
Year | Number of Firms % | Family Firms % | Family Insiders % | Family Blockholders % | Both Insiders & Blockholders % |
2014 | 0 | 0 | 0 | 0 | |
2013 | 4 | 17% | 17% | 0% | 0 |
2012 | 0 | 0% | 0% | 0% | 0 |
2011 | 4 | 25% | 25% | 0% | 0 |
2010 | 3 | 0% | 0% | 0% | 0 |
2009 | 7 | 0% | 0% | 0% | 0 |
2008 | 13 | 18% | 14% | 5% | 0 |
2007 | 13 | 18% | 14% | 5% | 0 |
2006 | 16 | 21% | 19% | 1% | 0 |
2005 | 18 | 24% | 18% | 7% | 0 |
2004 | 21 | 22% | 16% | 6% | 0 |
2003 | 0 | 0% | 0% | 0% | 0 |
2002 | 0 | 0% | 0% | 0% | 0 |
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Share and Cite
Ntoung, L.A.T.; Santos de Oliveira, H.M.; Sousa, B.M.F.d.; Pimentel, L.M.; Bastos, S.A.M.C. Are Family Firms Financially Healthier Than Non-Family Firm? J. Risk Financial Manag. 2020, 13, 5. https://doi.org/10.3390/jrfm13010005
Ntoung LAT, Santos de Oliveira HM, Sousa BMFd, Pimentel LM, Bastos SAMC. Are Family Firms Financially Healthier Than Non-Family Firm? Journal of Risk and Financial Management. 2020; 13(1):5. https://doi.org/10.3390/jrfm13010005
Chicago/Turabian StyleNtoung, Lious Agbor Tabot, Helena Maria Santos de Oliveira, Benjamim Manuel Ferreira de Sousa, Liliana Marques Pimentel, and Susana Adelina Moreira Carvalho Bastos. 2020. "Are Family Firms Financially Healthier Than Non-Family Firm?" Journal of Risk and Financial Management 13, no. 1: 5. https://doi.org/10.3390/jrfm13010005
APA StyleNtoung, L. A. T., Santos de Oliveira, H. M., Sousa, B. M. F. d., Pimentel, L. M., & Bastos, S. A. M. C. (2020). Are Family Firms Financially Healthier Than Non-Family Firm? Journal of Risk and Financial Management, 13(1), 5. https://doi.org/10.3390/jrfm13010005