Internationalization Strategies at a Crossroads: Family Business Market Diffusion in the Post-COVID Era
Abstract
:1. Introduction
2. Theoretical Framework and Hypotheses
2.1. Family Businesses
2.2. Internationalization Strategies in FBs
3. Data and Methods
3.1. Dependent Variable
Internationalization Strategy
3.2. Independent Variables
3.2.1. Capital Ownership
3.2.2. Firm Dimension
3.2.3. Financial Performance
3.2.4. Innovation and Absorptive Capacity
3.3. Control Variables
3.3.1. Age
3.3.2. Location Advantages
3.3.3. Technological Regime
4. Empirical Results
4.1. Descriptive Statistics
4.2. Internationalization Strategies from a Diachronic Perspective
4.3. Econometric Estimations
4.4. Robustness Check
4.5. Conclusions
5. Limitations, Future Research and Policy Recommendations
5.1. Limitations and Future Avenues of Research
5.2. Contributions and Policy Recommendations
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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VARIABLES | Min | Max | Mean | S.D. | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) Int_Strat | 0 | 2 | 0.67 | 0.812 | 1 | ||||||||||||||
(2) FB | 0 | 1 | 0.49 | 0.500 | −0.100 ** | 1 | |||||||||||||
(3) Age | 3 | 121 | 21.03 | 15.254 | 0.188 ** | −0.220 ** | 1 | ||||||||||||
(4) North | 0 | 1 | 0.54 | 0.498 | 0.055 ** | 0.066 ** | −0.087 ** | 1 | |||||||||||
(5) Centre | 0 | 1 | 0.20 | 0.397 | 0.048 ** | −0.051 ** | 0.051 ** | −0.539 ** | 1 | ||||||||||
(6) Lisbon | 0 | 1 | 0.21 | 0.408 | −0.077 ** | −0.026 ** | 0.066 ** | −0.564 ** | −0.256 ** | 1 | |||||||||
(7) Alentejo | 0 | 1 | 0.03 | 0.174 | −0.030 ** | −0.020 ** | −0.019 ** | −0.196 ** | −0.089 ** | −0.093 ** | 1 | ||||||||
(8) Algarve | 0 | 1 | 0.02 | 0.133 | −0.073 ** | 0.012 * | −0.004 | −0.148 ** | −0.067 ** | −0.070 ** | −0.024 ** | 1 | |||||||
(9) Sci_bas | 0 | 1 | 0.03 | 0.158 | 0.066 ** | −0.028 ** | 0.040 ** | −0.043 ** | 0.004 | 0.050 ** | 0.006 | −0.009 | 1 | ||||||
(10) Su_spe | 0 | 1 | 0.11 | 0.316 | 0.018 ** | 0.020 ** | −0.045 ** | −0.110 ** | 0.022 ** | 0.108 ** | −0.004 | 0.018 ** | −0.058 ** | 1 | |||||
(11) Sca_int | 0 | 1 | 0.16 | 0.368 | 0.096 ** | −0.033 ** | 0.106 ** | −0.099 ** | 0.044 ** | 0.081 ** | −0.013 * | 0.008 | −0.071 ** | −0.157 ** | 1 | ||||
(12) Sup_do | 0 | 1 | 0.66 | 0.473 | −0.094 ** | 0.020 ** | −0.059 ** | 0.167 ** | −0.040 ** | −0.167 ** | 0.017 ** | −0.018 ** | −0.227 ** | −0.500 ** | −0.617 ** | 1 | |||
(13) ROA | −2137.461 | 378,248.750 | 18.633 | 2352.175 | −0.006 | −0.007 | −0.004 | −0.007 | −0.003 | 0.013 * | −0.001 | −0.001 | −0.001 | 0.017 ** | −0.003 | −0.007 | 1 | ||
(14) Person | 0.00 | 174,719.72 | 454.379 | 2429.399 | 0.192 ** | −0.074 ** | 0.161 ** | −0.021 ** | 0.007 | 0.027 ** | −0.004 | −0.019 ** | 0.06 4 ** | 0.007 | 0.052 ** | −0.059 ** | −0.001 | 1 | |
(15) Size | 1 | 5417 | 22.65 | 80.761 | 0.250 ** | −0.091 ** | 0.187 ** | 0.001 | 0.009 | 0.002 | −0.010 | −0.025 ** | 0.049 ** | −0.006 | 0.050 ** | −0.041 ** | −0.002 | 0.885 ** | 1 |
(16) Intang | −1778.732 | 286,183.520 | 63.125 | 2878.252 | 0.032 ** | −0.011 | 0.032 ** | −0.012 * | −0.004 | 0.020 ** | −0.001 | −0.002 | 0.029 ** | −0.004 | 0.012 * | −0.015 * | 0.000 | 0.393 ** | 0.185 ** |
INT_STRATEGY * | NON_FAMILY | FAMILY | |||||
---|---|---|---|---|---|---|---|
N | % | GROUP % | N | % | GROUP % | ||
closed | 000 | 5492 | 41.51 | 41.51 | 6275 | 48.55 | 48.55 |
starters | 001 | 326 | 2.46 | 7.02 | 362 | 2.80 | 7.85 |
002 | 121 | 0.91 | 122 | 0.94 | |||
011 | 276 | 2.09 | 320 | 2.48 | |||
012 | 40 | 0.30 | 47 | 0.36 | |||
021 | 36 | 0.27 | 43 | 0.33 | |||
022 | 130 | 0.98 | 121 | 0.94 | |||
stop and go | 010 | 237 | 1.79 | 4.29 | 305 | 2.36 | 5.25 |
020 | 81 | 0.61 | 93 | 0.72 | |||
101 | 132 | 1.00 | 169 | 1.31 | |||
102 | 24 | 0.18 | 27 | 0.21 | |||
201 | 33 | 0.25 | 30 | 0.23 | |||
202 | 60 | 0.45 | 55 | 0.43 | |||
stoppers | 100 | 315 | 2.38 | 7.06 | 366 | 2.83 | 7.90 |
110 | 278 | 2.10 | 314 | 2.43 | |||
120 | 33 | 0.25 | 49 | 0.38 | |||
200 | 135 | 1.02 | 137 | 1.06 | |||
210 | 38 | 0.29 | 41 | 0.32 | |||
220 | 135 | 1.02 | 114 | 0.88 | |||
persistent | 111 | 1657 | 12.53 | 31.41 | 1413 | 10.93 | 22.30 |
222 | 2498 | 18.88 | 1469 | 11.37 | |||
expansionists | 112 | 190 | 1.44 | 8.71 | 186 | 1.44 | 8.15 |
122 | 203 | 1.53 | 177 | 1.37 | |||
121 | 171 | 1.29 | 154 | 1.19 | |||
211 | 218 | 1.65 | 209 | 1.62 | |||
212 | 130 | 0.98 | 116 | 0.90 | |||
221 | 240 | 1.81 | 211 | 1.63 | |||
TOTAL | 13,229 | 12,925 |
Model 1 | Model 2 | Model 3 | |
---|---|---|---|
Entire Sample | Family Business | Non-Fam Business | |
FB | −0.576 *** | ||
(0.135) | |||
Age | 0.052 *** | 0.054 *** | 0.039 *** |
(0.010) | (0.004) | (0.005) | |
North | 4.090 *** | 3.466 *** | 4.569 *** |
(0.340) | (0.269) | (0.307) | |
Centre | 3.880 *** | 3.469 *** | 4.134 *** |
(0.342) | (0.280) | (0.313) | |
Lisbon | 2.305 *** | 1.938 *** | 2.508 *** |
(0.281) | (0.274) | (0.302) | |
Alentejo | 2.596 *** | 2.049 *** | 3.023 *** |
(0.325) | (0.354) | (0.380) | |
Sci_based | 2.227 *** | 1.680 *** | 2.569 *** |
(0.325) | (0.326) | (0.384) | |
Sup_specialized | 1.106 *** | 0.748 *** | 1.429 *** |
(0.141) | (0.127) | (0.167) | |
Scale_int | 1.643 *** | 1.482 *** | 1.743 *** |
(0.149) | (0.116) | (0.145) | |
Total sales | −0.000 * | −0.000 *** | −0.000 |
(0.000) | (0.000) | (0.000) | |
Personnel | 0.001 ** | 0.002 *** | 0.002 *** |
(0.001) | (0.000) | (0.000) | |
Intangible Assets | 0.001 | 0.001 | 0.000 |
(0.002) | (0.002) | (0.000) | |
cut 1 | 5.966 *** | 5.979 *** | 6.395 *** |
(0.365) | (0.281) | (0.323) | |
cut 2 | 9.201 *** | 9.144 *** | 9.739 *** |
(0.380) | (0.294) | (0.336) | |
sigma u | 20.313 *** | 17.425 *** | 22.856 *** |
(1.744) | (0.679) | (1.020) | |
Observations | 78,424 | 38,775 | 39,687 |
Number of firms | 26,154 | 12,925 | 13,229 |
Model 4 | Model 5 | Model 6 | Model 7 | |
---|---|---|---|---|
Int_EU | ||||
FB | −0.510 *** | −0.570 *** | −0.567 *** | −0.133 *** |
(0.098) | (0.134) | (0.120) | (0.051) | |
Age | 0.048 *** | 0.053 *** | 0.052 *** | −0.007 *** |
(0.007) | (0.010) | (0.009) | (0.002) | |
North | 3.909 *** | 4.072 *** | 4.052 *** | 1.981 *** |
(0.246) | (0.304) | (0.281) | (0.209) | |
Centre | 3.755 *** | 3.853 *** | 3.842 *** | 1.711 *** |
(0.241) | (0.305) | (0.281) | (0.213) | |
Lisbon | 2.245 *** | 2.278 *** | 2.274 *** | 0.645 *** |
(0.215) | (0.263) | (0.248) | (0.213) | |
Alentejo | 2.541 *** | 2.597 *** | 2.591 *** | 0.996 *** |
(0.274) | (0.329) | (0.308) | (0.249) | |
Sci_based | 2.406 *** | 2.250 *** | 2.263 *** | −0.221 |
(0.258) | (0.399) | (0.348) | (0.162) | |
Sup_specialized | 1.229 *** | 1.141 *** | 1.114 *** | 0.258 *** |
(0.104) | (0.152) | (0.144) | (0.078) | |
Scale_int | 1.650 *** | 1.608 *** | 1.623 *** | 0.791 *** |
(0.090) | (0.123) | (0.112) | (0.068) | |
ROA | −0.001 | −0.001 | ||
(0.001) | (0.001) | |||
Size | 0.031 *** | |||
(0.011) | ||||
Total sales | −0.000 ** | 0.000 ** | ||
(0.000) | (0.000) | |||
Personnel | 0.001 | 0.001 * | −0.000 *** | |
(0.001) | (0.001) | (0.000) | ||
Intangible Assets | −0.000 * | |||
(0.000) | ||||
constant | −4.481 *** | |||
(0.215) | ||||
cut 1 | 5.949 *** | 5.916 *** | 5.913 *** | |
(0.222) | (0.294) | (0.273) | ||
cut 2 | 9.183 *** | 9.139 *** | 9.140 *** | |
(0.231) | (0.293) | (0.274) | ||
sigma u | 19.591 *** | 20.031 *** | 20.039 *** | |
(0.722) | (1.149) | (1.022) | ||
Observations | 78,424 | 78,424 | 78,424 | 78,462 |
Number of firms | 26,154 | 26,154 | 26,154 | 26,154 |
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Costa, J. Internationalization Strategies at a Crossroads: Family Business Market Diffusion in the Post-COVID Era. Economies 2022, 10, 170. https://doi.org/10.3390/economies10070170
Costa J. Internationalization Strategies at a Crossroads: Family Business Market Diffusion in the Post-COVID Era. Economies. 2022; 10(7):170. https://doi.org/10.3390/economies10070170
Chicago/Turabian StyleCosta, Joana. 2022. "Internationalization Strategies at a Crossroads: Family Business Market Diffusion in the Post-COVID Era" Economies 10, no. 7: 170. https://doi.org/10.3390/economies10070170
APA StyleCosta, J. (2022). Internationalization Strategies at a Crossroads: Family Business Market Diffusion in the Post-COVID Era. Economies, 10(7), 170. https://doi.org/10.3390/economies10070170