The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)
From: Scale effect in Turkish manufacturing industry: stochastic metafrontier analysis
Parameters | Log-l | γ | σ 2 | β 22 | β 12 | β 11 | β 2 | β 1 | β 0 |
---|---|---|---|---|---|---|---|---|---|
Capital × capital | Labor force × capital | Labor force × labor force | Capital | Labor force | |||||
Food products subsector | |||||||||
Small firms | −4.80 | 0.99* (0.0000004) | 4.91*** (0.11) | 0.31*** (0.05) | 2.89* (0.04) | −0.19 (0.48) | |||
Medium and large firms | −12.50 | 0.99* (0.0014) | 0.31** (0.14) | 0.46* (0.08) | 0.52* (0.15) | 6.93* (0.75) | |||
Pooled firms | −24.25 | 0.99* (0.000007) | 5.73*** (4.19) | 0.41*** (0.24) | 0.66 (0.68) | 6.83* (0.25) | |||
Metafrontier | 0.36 | 0.59 | 8.07 | ||||||
Wood and paper subsector | |||||||||
Small firms | −2.09 | 0.99* (0.00007) | 0.77 (0.97) | −0.81*** (0.16) | 2.98** (0.40) | 12.14** (1.42) | |||
Medium and large firms | 3.75 | 0.99 (0.05) | 0.08 (0.33) | −0.34 (1.55) | 1.04 (1.29) | 15.96 (16.99) | |||
Pooled firms | −7.04 | 0.99* (0.0004) | 1.73* (0.50) | 0.21*** (0.11) | 1.31* (0.23) | 5.73* (0.91 | |||
Metafrontier | 0.26 | 1.13 | 6.05 | ||||||
Textile and leather products subsector | |||||||||
Small firms | −48.55 | 0.88* (0.16) | 18.19 (17.28) | −0.095*** (0.058) | −0.22 (0.25) | 0.13 (0.41) | 3.16* (1.10) | 2.63*** (1.45) | −12.07** (5.54) |
Medium and large firms | −14.01 | 0.99*** (0.49) | 0.94 (0.99) | 0.006* (0.15) | −0.15 (0.63) | −0.012 (0.77) | 1.42** (0.61) | 3.01* (0.93) | −7.8* (0.99) |
Pooled firms | −78.33 | 0.98* (0.021) | 20.23 (4.22) | −0.073 (0.026) | 0.14 (0.09) | −0.023 (−0.19) | 1.42* (0.41) | −0.84 (0.84) | 4.22 (2.17) |
Metafrontier | −0.061 | 0.073 | −0.09 | 1.47 | 0.67 | 0.63 | |||
Oil products and its derivatives subsector | |||||||||
Small firms | −78.56 | 0.84* (0.14) | 9.90*** (6.94) | 0.031 (0.037) | −0.099 (0.24) | −0.22 (0.38) | −0.004* (0.49) | 1.79*** (1.37) | 7.77* (2.82) |
Medium and large firms | −17.43 | 0.99* (0.007) | 0.39* (0.075) | 0.58* (0.025) | −0.85* (0.13) | 0.16*** (0.10) | −12.83* (0.45) | 12.26* (1.12) | 75.94* (0.84) |
Pooled firms | −117.67 | 0.85* (0.12) | 7.31*** (3.88) | 0.047 (0.039) | −0.033 (0.16) | 0.31 (0.14) | −0.34 (0.35) | 0.54 (0.89) | 9.60* (0.98) |
Metafrontier | 0.024 | −0.074 | 0.14 | 0.11 | 0.85 | 7.73 | |||
Mineral products subsector | |||||||||
Small firms | −7.17 | 0.99* (0.000001) | 2.20** (0.89) | 0.27* (0.025) | 0.43** (0.14) | −1.64* (0.21) | −6.91* (0.42) | 3.71** (0.96) | 42.89* (0.98) |
Medium and large firms | −2.51 | 0.99*** (0.71) | 0.21 (0.71) | 0.11 (0.12) | −0.06 (0.61) | −0.26 (0.78) | −2.89* (0.51) | 4.56* (0.94) | 22.65* (0.99) |
Pooled firms | −27.49 | 0.99* (0.000003) | 2.92* (0.50) | −0.02 (0.04) | 0.37*** (0.18) | −0.58* (0.21) | −1.12* (0.27) | 1.59** (0.65) | 16.67* (0.94) |
Metafrontier | 0.11 | −0.0006 | −0.35 | −3.12 | 4.72 | 24.00 | |||
Basic metal industries subsector | |||||||||
Small firms | −68.94 | 0.96* (0.04) | 16.78*** (12.99) | 0.39* (0.14) | 0.88* (0.27) | 6.39* (1.27) | |||
Medium and large firms | −19.42 | 0.97* (0.04) | 13.64 (13.85) | 0.14 (0.30) | 1.07** (0.58) | 8.86* (1.99) | |||
Pooled firms | −88.84 | 0.96** (0.03) | 15.62*** (9.38) | 0.36* (0.11) | 0.87* (0.18) | 6.68* (0.73) | |||
Metafrontier | |||||||||
Machinery and metal equipments and objects subsector | |||||||||
Small firms | −165.14 | 0.98* (0.03) | 0.13 (22.50) | 0.11** (0.064) | 0.81* (0.17) | 8.85* (0.69) | |||
Medium and large firms | −17.61 | 0.85*** (0.50) | 0.87 (1.88) | 0.33** (0.15) | 0.78** (0.37) | 7.39* (1.12) | |||
Pooled firms | −192.67 | 0.97* (0.024) | 11.44*** (7.75) | 0.18* (0.056) | 1.11* (0.091) | 7.47* (0.40) | |||
Metafrontier | 0.24 | 0.93 | 7.89 | ||||||
Furniture and other products subsector | |||||||||
Small firms | −28.53 | 0.74 (0.82) | 3.01 (9.21) | 0.46* (0.18) | 0.68** (0.28) | 5.62* (1.27) | |||
Medium and large firms | −4.82 | 0.99* (0.00001) | 85.54* (1.01) | −0.32 (0.59) | 0.95 (0.93) | 14.60** (1.00) | |||
Pooled firms | −37.40 | 0.68 (0.85) | 2.34 (4.76) | 0.43* (0.15) | 0.66* (0.23) | 5.85* (1.04) | |||
Metafrontier | 0.47 | 0.73 | 5.47 |