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Table 8 Personality traits on NEET status in Bivariate Probit given different assumptions on the correlations of disturbances (AET Test) – Marginal Effects

From: Youth unemployment and personality traits

High effort and diligence – Model 2

ρ = 0

ρ = -0.05

ρ = -0.1

ρ = -0.15

ρ set such that select on obs. = select on unobs.

NEET

−0.481

−0.395

−0.307

−0.220

0.158

−0.11

(0.049)***

(0.049)***

(0.049)***

(0.049)***

(0.047)**

 

[–0.092]

[–0.077]

[–0.062]

[–0.046]

[0.037] rho = –0.29

Core NEET

−0.614

−0.527

−0.438

−0.349

−0.133

−0.05

(0.086)***

(0.086)***

(0.085)***

(0.085)***

(0.080)*

 

[–0.033]

[–0.029]

[–0.026]

[–0.021]

[–0.010] rho = –0.26

High effort and diligence – Model 3

NEET

−0.386

−0.299

−0.211

−0.123

0.408

−0.11

(0.052)***

(0.051)***

(0.052)***

(0.052)**

(0.048)***

 

[–0.069]

[–0.055]

[–0.039]

[–0.024]

[0.097] rho = –0.43

Core NEET

−0.532

−0.443

−0.353

−0.262

0.169

 

(0.091)***

(0.091)***

(0.091)***

(0.091)***

(0.087)***

−0.05

[–0.022]

[–0.019]

[–0.016]

[–0.013]

[0.011] rho = –0.36

Low self-esteem –Model 2

ρ = 0

ρ = 0.05

ρ = 0.1

ρ = 0.15

ρ set such that select on obs. = select on unobs.

NEET

0.401

0.318

0.233

0.151

0.423

0.08

(0.039)***

(0.039)***

(0.039)***

(0.039)***

(0.039)***

 

[0.098]

[0.076]

[0.055]

[0.035]

[0.104] rho = –0.01

Core NEET

0.217

0.133

0.050

−0.031

0.226

0.03

(0.057)***

(0.056)**

(0.053)

(0.056)

(0.057)***

 

[0.018]

[0.011]

[0.004]

[–0.002]

[0.019] rho = –0.005

Low self-esteem – Model 3

NEET

0.382

0.299

0.214

0.132

0.248

0.08

(0.041)***

(0.041)***

(0.041)***

(0.041)***

(0.041)***

Core NEET

[0.085]

[0.065]

[0.046]

[0.028]

[0.054] rho = 0.08

0.03

0.197

0.114

0.031

−0.049

0.073

 

(0.059)

(0.059)*

(0.059)

(0.059)

(0.059)

 

[0.013]

[0.007]

[0.001]

[–0.003]

[0.004] rho = 0.07

External Locus of Control – Model 2

ρ = 0

ρ = 0.05

ρ = 0.1

ρ = 0.15

ρ set such that select on obs. = select on unobs.

NEET

0.290

0.205

0.121

0.039

−0.634

0.12

(0.048)***

(0.048)***

(0.048)**

(0.048)

(0.043)***

 

[0.067]

[0.046]

[0.027]

[0.008]

[–.126] rho = 0.55

Core NEET

0.350

0.267

0.183

0.102

−0.573

0.05

(0.067)***

(0.067)***

(0.067)***

(0.066)

(0.059)***

 

[0.029]

[0.021]

[0.014]

[0.007]

[–0.043] rho = 0.56

External Locus of Control – Model 3

NEET

0.148

0.064

−0.018

−0.099

−0.812

0.12

(0.051)***

(0.051)

(0.051)

(0.051)

(0.044)***

 

[0.030]

[0.013]

[–0.003]

[–0.019]

[–0.143] rho = 0.59

Core NEET

0.228

0.145

0.0636

−0.016

−0.763

0.05

(0.071)***

(0.07)**

(0.071)

(0.070)

(0.062)***

 

[0.015]

[0.009]

[0.004]

[–0.00095]

[–0.047] rho = 0.60

  1. Note: Standard errors are in parentheses. Marginal effects in brackets. *indicates that the underlying coefficient is significant at 10% level, ** at 5% and ***at 1%. Additional variables included in the analysis are listed at p. 9. Results from an OLS regression of NEET outcomes on personality traits with no additional covariates are reported in the first column in italic