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. 2023 Jul 27;9(8):e18765. doi: 10.1016/j.heliyon.2023.e18765

Table 4.

Results of exploratory factor analysis of ETPB- independent variables.

Indicators Factor loading Eigenvalue Variance explained (%) Cumulative variance explained (%)
Attitude (ATT)

5.139
36.707
36.707
ATT4 There are more job opportunities that are suitable to my capacity outside of my home village 0.896
ATT3 I can achieve a better income so that I can ensure my family's livelihood outside my home village 0.848
ATT1 I am able to save more money when I stay away from my family and my home village 0.845
PBC3
There are more policies on welfare for migration laborers
0.806



Subjective norm (SN)

1.444
10.317
65.019
SN1 I can't find a suitable job at my home village while my financial resources have almost run out 0.800
SN2 There is no other way than being a farmer. (Local norm: the best life is escaping from farming) 0.795
SN4
Local people consider me as jobless and dependent on my family
0.711



Perceived Behavior Control (PBC)

2.519
17.995
54.702
PBC1 I am confident that I can manage my life well at the destination after COVID-19 (stronger after a shock) 0.759
PBC2 With my skills and knowledge, I am confident to find a good job after COVID-19 0.768
PBC5 Safety and security related policies will be promoted by authorities at the destination after COVID-19 0.723
PBC4
I have enough financial resources to get health and social insurance and to have a safe life at the destination after COVID-19
0.802



Risk Perception (RP)

1.119
7.992
73.011
PR1 Overall, remigration is a social risk because I have to leave my family and my home village 0.791
PR2 Remigration is a risk for my livelihood because of the labor market uncertainty post pandemic 0.709
PR3 Remigration is a risk for me and my family because I have lost my job and all other assets and need to start from beginning. 0.754