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The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)

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Table 2 Immigration and regional economic growth in Thailand, 2003–2015

From: Impact of international labor migration on regional economic growth in Thailand

Dependent variable: regional economic output
 Pooled OLSRandom effectsFixed effects
NCRCRNCRCRNCRCR
lnK0.7610
[0.0094]***
0.7506
[0.0090]***
0.8158
[0.0203]***
0.8196
[0.0200]***
0.9988
[0.0758]***
0.9054
[0.0541]***
lnN0.1740
[0.0077]***
0.1499
[0.0045]***
0.1299
[0.0322]***
0.1006
[0.0177]***
0.0286
[0.0476]
0.0121
[0.0467]
lnMH0.0854
[0.0075]***
0.0902
[0.0074]***
0.0793
[0.0135]***
0.0722
[0.0024]***
0.0793
[0.0135]***
0.0850
[0.0114]***
lnML0.0107
[0.0029]***
0.0093
[0.0028]***
0.0052
[0.0034]
0.0077
[0.0024]***
− 0.0016
[0.0028]
− 0.0024
[0.0028]
Constant4.2258
[0.2075]***
4.8384
[0.1329]***
3.5959
[0.4315]***
3.9919
[0.2318]***
0.6047
[1.5558]
3.1170
[0.6223]***
R-squared0.99720.99720.96110.96110.96870.9687
Observations919191919191
Regions777777
Breusch–Pagan LM testaχ2 (1) = 137.64***
Hausman testbχ2 (4) = 32.24***
  1. NCR and CR indicate non-constraint and constraint regression model, respectively
  2. Robust standard errors are in parentheses
  3. *, **, *** indicate significant at 10%, 5%, and 1% level of significance, respectively
  4. aRandom effects versus pooled-OLS estimations test
  5. bFixed versus random effects model test