Abstract
This research aims at assessing the competence of Vietnamese seafarers who work on international merchant vessels. We use a multi-criteria approach to develop a conceptual framework for evaluating seafarer’s competence with three main criteria groups (i.e., professional capacity, interpersonal skills, and working attitude) and 10 sub-criteria. We then apply this framework to assess the competence of Vietnamese seafarers based on an empirical research conducted in Hai Phong city. Data was collected through a survey of 96 valid respondents from three main stakeholder groups, i.e. shipping companies, training centers, and experienced seafarers. Statistical analysis was carried out to validate the proposed framework and to define the strength and weaknesses of Vietnamese seafarers. We also define the difference among stakeholder groups’ opinions, pointing out the gap in competence expectation between the industry and the seafarers themselves. Recommendations for improving Vietnamese seafarer’s competence were given accordingly, followed by the discussion of the academic and managerial implications and the limitations of the paper.
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Acknowledgements
We particularly thank Ms. Tran Thi Thanh Phuong, Ms. Vu Thi Thoa, and Ms. Le Thi Thuy Duong for their assistance to this research.
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Appendix 1. Model fit summary
Appendix 1. Model fit summary
CMIN
Model | NPAR | CMIN | DF | P | CMIN/DF |
Default model | 23 | 71.539 | 32 | .000 | 2.236 |
Saturated model | 55 | .000 | 0 | ||
Independence model | 10 | 691.062 | 45 | .000 | 15.357 |
RMR, GFI
Model | RMR | GFI | AGFI | PGFI |
Default model | .031 | .875 | .786 | .509 |
Saturated model | .000 | 1.000 | ||
Independence model | .328 | .260 | .095 | .213 |
Baseline Comparisons
Model | NFI Delta1 | RFI rho1 | IFI Delta2 | TLI rho2 | CFI |
Default model | .896 | .854 | .940 | .914 | .939 |
Saturated model | 1.000 | 1.000 | 1.000 | ||
Independence model | .000 | .000 | .000 | .000 | .000 |
Parsimony-Adjusted Measures
Model | PRATIO | PNFI | PCFI |
Default model | .711 | .637 | .668 |
Saturated model | .000 | .000 | .000 |
Independence model | 1.000 | .000 | .000 |
NCP
Model | NCP | LO 90 | HI 90 |
Default model | 39.539 | 18.793 | 68.011 |
Saturated model | .000 | .000 | .000 |
Independence model | 646.062 | 564.675 | 734.877 |
FMIN
Model | FMIN | F0 | LO 90 | HI 90 |
Default model | .753 | .416 | .198 | .716 |
Saturated model | .000 | .000 | .000 | .000 |
Independence model | 7.274 | 6.801 | 5.944 | 7.736 |
RMSEA
Model | RMSEA | LO 90 | HI 90 | PCLOSE |
Default model | .114 | .079 | .150 | .003 |
Independence model | .389 | .363 | .415 | .000 |
AIC
Model | AIC | BCC | BIC | CAIC |
Default model | 117.539 | 123.562 | 176.519 | 199.519 |
Saturated model | 110.000 | 124.405 | 251.039 | 306.039 |
Independence model | 711.062 | 713.681 | 736.706 | 746.706 |
ECVI
Model | ECVI | LO 90 | HI 90 | MECVI |
Default model | 1.237 | 1.019 | 1.537 | 1.301 |
Saturated model | 1.158 | 1.158 | 1.158 | 1.310 |
Independence model | 7.485 | 6.628 | 8.420 | 7.512 |
HOELTER
Model | HOELTER .05 | HOELTER .01 |
Default model | 62 | 72 |
Independence model | 9 | 10 |
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Nguyen, L.C., Dinh, G.H. & Pham, V.T. Evaluating Vietnamese seafarer’s competence: an empirical research from a multi-criteria approach. WMU J Marit Affairs 20, 413–433 (2021). https://doi.org/10.1007/s13437-021-00249-9
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DOI: https://doi.org/10.1007/s13437-021-00249-9