Temporary workers and their employment outcomes

Appendix 3: Supplementary tables

Table A.7: Training participation regressions, females

	Model 1 - controls for personal characteristics					Model 2 - controls for personal and job characteristics
	Coefficient		Std Error	Marginal effect		Coefficient		Std Error		Marginal effect
Model summary statistics
Number of observations	6,280					6,280
Log-likelihood	-3602.4					-3298.6
Psuedo R2	0.069					0.147
Intercept	-1.096	***	0.170			-1.803	***	0.251	-7.180
Casual worker	-0.780	***	0.199	-0.134	***	-0.495	***	0.212	-2.330	-0.086	***
Fixed-term worker	0.061		0.218	0.013		-0.072		0.216	-0.330	-0.014
Employment agency worker	-1.444	***	0.517	-0.201	***	-1.423	***	0.506	-2.810	-0.188	***
Seasonal worker nec	-0.286		0.334	-0.055		0.210		0.366	0.570	0.043
15-19 years	-0.742	***	0.208	-0.130	***	-0.124		0.239	-0.520	-0.024
20-24 years	-0.235		0.174	-0.046		0.030		0.184	0.160	0.006
25-29 years	-0.193		0.150	-0.038		-0.093		0.156	-0.600	-0.018
30-34 years	-0.104		0.144	-0.021		-0.029		0.150	-0.190	-0.006
35-39 years	-0.134		0.140	-0.027		-0.172		0.150	-1.150	-0.033
45-49 years	0.153		0.129	0.032		0.054		0.138	0.390	0.011
50-54 years	0.189		0.140	0.040		0.036		0.149	0.240	0.007
55-59 years	0.106		0.158	0.022		-0.043		0.169	-0.250	-0.008
60-64 years	-0.081		0.173	-0.016		-0.114		0.180	-0.630	-0.022
65-69 years	-0.492	*	0.267	-0.090	**	-0.538	*	0.290	-1.850	-0.092	**
70-74 years	-0.237		0.436	-0.046		-0.262		0.440	-0.600	-0.048
Mäori ethnicity	0.161		0.138	0.034		-0.085		0.154	-0.550	-0.016
European / Maori ethnicity	0.056		0.154	0.012		-0.084		0.174	-0.480	-0.016
Pacific ethnicity	-0.317		0.198	-0.060	*	-0.516	**	0.212	-2.440	-0.089	***
Asian ethnicity	-0.609	***	0.176	-0.110	***	-0.508	***	0.182	-2.800	-0.089	***
Other ethnicity	0.201		0.192	0.043		0.244		0.183	1.330	0.050
Born overseas – lived in NZ for less than 5 years	-0.082		0.177	-0.016		-0.073		0.187	-0.390	-0.014
Born overseas – lived in NZ for 5–10 years	0.234		0.198	0.050		0.342	*	0.210	1.620	0.071
Born overseas – lived in NZ for 10 years or more	-0.291	**	0.120	-0.056	**	-0.285	**	0.122	-2.330	-0.053	**
Lives in minor urban area	-0.038		0.097	-0.008		0.086		0.103	0.840	0.017
Lives in rural location	0.060		0.106	0.012		0.235	**	0.117	2.000	0.048	*
Sole parent of dependent child(ren)	-0.090		0.130	-0.018		0.013		0.136	0.090	0.002
Joint parent of dependent child(ren)	-0.053		0.089	-0.011		0.067		0.096	0.700	0.013
No qualification	-0.416	***	0.157	-0.080	***	-0.313	*	0.170	-1.840	-0.058	*
Upper school qualification	0.095		0.162	0.020		0.036		0.174	0.210	0.007
Other school qualification	0.144		0.255	0.030		0.150		0.269	0.560	0.030
Vocational qualification	0.734	***	0.139	0.158	***	0.436	***	0.153	2.840	0.088	***
Degree	1.112	***	0.150	0.250	***	0.360	**	0.167	2.150	0.074	**
Other post-school qualification	0.440	**	0.215	0.097	*	0.269		0.235	1.140	0.055
Part-time hours						-0.666	***	0.088	-7.610	-0.123	***
Occupational controls						Y
Industry controls						Y
Firm size controls						Y
Private/public sector controls						Y

* Significant at the 90 percent confidence level.
**Significant at the 95 percent confidence level.
***Significant at the 99 percent confidence level.

Notes: Model 2 includes controls for one-digit occupational group, 1-digit industrial group, whether employed in the public or non-profit sector, and enterprise size.

Back to Appendix 3: Supplementary table