Table 4 MANCOVA results for the...

Table 4

MANCOVA results for the dependent variables after incorporating the respondents' demographics as covariates

Source/Dependent variable	Perceived similarity				Interpersonal skills				Job skills				Job suitability
Source/Dependent variable	df	MS	F	ƞp2	df	MS	F	ƞp2	df	MS	F	ƞp2	df	MS	F	ƞp2
Gender	1	0.31	0.33	0.00	1	1.03	2.78	0.01	1	1.10	2.57	0.01	1	1.10	1.79	0.01
Education	1	1.27	1.34	0.00	1	0.67	1.80	0.01	1	0.77	1.79	0.01	1	0.00	0.01	0.00
Prior residence abroad	1	0.03	0.03	0.00	1	0.05	0.14	0.00	1	0.38	0.89	0.00	1	0.09	0.14	0.00
Family living abroad	1	0.34	0.35	0.00	1	1.11	3.01+	0.01	1	2.37	5.52*	0.02	1	1.18	1.91	0.01
Recruitment experience	1	2.23	2.35	0.01	1	0.38	1.02	0.00	1	2.43	5.66*	0.02	1	2.39	3.87*	0.01
Candidate gender (A)	1	3.12	3.27+	0.01	1	0.87	2.37	0.01	1	2.13	4.96*	0.02	1	2.53	4.10*	0.01
Candidate education (B)	1	6.75	7.09***	0.02	1	0.04	0.10	0.00	1	0.72	1.67	0.01	1	13.17	21.35*	0.06
Candidate nationality (C)	2	2.49	2.61+	0.02	2	0.66	1.78	0.01	2	0.85	1.98	0.01	2	0.19	0.31	0.00
A × B	1	0.10	0.10	0.00	1	0.01	0.03	0.00	1	0.02	0.05	0.00	1	0.09	0.15	0.00
A × C	2	1.09	1.15	0.01	2	0.77	2.09	0.01	2	0.43	1.01	0.01	2	1.28	2.08	0.01
B × C	2	0.34	0.36	0.00	2	1.08	2.93+	0.02	2	0.51	1.19	0.01	2	0.19	0.31	0.00
A × B × C	2	0.01	0.01	0.00	2	0.85	2.31+	0.01	2	0.42	0.97	0.01	2	0.69	1.11	0.01

Source/Dependent variable	Perceived similarity				Interpersonal skills				Job skills				Job suitability
Source/Dependent variable	df	MS	F	ƞp2	df	MS	F	ƞp2	df	MS	F	ƞp2	df	MS	F	ƞp2
Gender	1	0.31	0.33	0.00	1	1.03	2.78	0.01	1	1.10	2.57	0.01	1	1.10	1.79	0.01
Education	1	1.27	1.34	0.00	1	0.67	1.80	0.01	1	0.77	1.79	0.01	1	0.00	0.01	0.00
Prior residence abroad	1	0.03	0.03	0.00	1	0.05	0.14	0.00	1	0.38	0.89	0.00	1	0.09	0.14	0.00
Family living abroad	1	0.34	0.35	0.00	1	1.11	3.01+	0.01	1	2.37	5.52*	0.02	1	1.18	1.91	0.01
Recruitment experience	1	2.23	2.35	0.01	1	0.38	1.02	0.00	1	2.43	5.66*	0.02	1	2.39	3.87*	0.01
Candidate gender (A)	1	3.12	3.27+	0.01	1	0.87	2.37	0.01	1	2.13	4.96*	0.02	1	2.53	4.10*	0.01
Candidate education (B)	1	6.75	7.09***	0.02	1	0.04	0.10	0.00	1	0.72	1.67	0.01	1	13.17	21.35*	0.06
Candidate nationality (C)	2	2.49	2.61+	0.02	2	0.66	1.78	0.01	2	0.85	1.98	0.01	2	0.19	0.31	0.00
A × B	1	0.10	0.10	0.00	1	0.01	0.03	0.00	1	0.02	0.05	0.00	1	0.09	0.15	0.00
A × C	2	1.09	1.15	0.01	2	0.77	2.09	0.01	2	0.43	1.01	0.01	2	1.28	2.08	0.01
B × C	2	0.34	0.36	0.00	2	1.08	2.93+	0.02	2	0.51	1.19	0.01	2	0.19	0.31	0.00
A × B × C	2	0.01	0.01	0.00	2	0.85	2.31+	0.01	2	0.42	0.97	0.01	2	0.69	1.11	0.01

Note(s): MANCOVA = multiple analysis of covariance. df degrees of freedom, MS Mean square, F F ratio, ƞp2 partial eta squared effect size. All values were computed for the corrected model. Significant at: +p < 0.10, *p < 0.05, **p < 0.01, ***p < 0.001

Source(s): Authors own creation

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