| Literature DB >> 35664904 |
Itchaya Jiaranai1, Preeda Sansakorn2, Junjira Mahaboon2.
Abstract
Background: The vulnerability of international migrant workers is on the rise, affecting the frequency of occupational accidents at workplaces worldwide. If migrant workers are managed in the same way as native workers, the consequences on safety assurance and risk management will be significant. This study aimed to develop the vulnerability factor model for migrant workers in seafood processing industries because of significant risk-laden labor of Thailand, which could be a solution to control the risk effectively.Entities:
Keywords: Factor analysis; Migrant workers; Seafood processing; Vulnerability factors
Year: 2022 PMID: 35664904 PMCID: PMC9142746 DOI: 10.1016/j.shaw.2022.03.002
Source DB: PubMed Journal: Saf Health Work ISSN: 2093-7911
Fig. 1Five dimensions, 40 factors; migrants’ vulnerability factors hypothesis model.
Demographic characteristic of the participants
| Demographic characteristics | Respondents | Percentage |
|---|---|---|
| Sex | ||
| Male | 249 | 43.76 |
| Female | 320 | 56.24 |
| Age | ||
| <20 years | 20 | 3.51 |
| 21–30 years | 272 | 47.80 |
| 31–40 years | 252 | 44.29 |
| 41–50 years | 23 | 4.04 |
| 51–60 years | 1 | 0.18 |
| >60 years | 1 | 0.18 |
| Min = 19, Max = 65, | ||
| Nationality | ||
| Burmese | 432 | 75.92 |
| Cambodian | 137 | 24.08 |
| Work experience | ||
| 1–5 years | 376 | 66.08 |
| 6–10 years | 166 | 29.17 |
| 11–15 years | 24 | 4.22 |
| 15–20 years | 2 | 0.35 |
| >20 years | 1 | 0.18 |
| Min = 1, Max = 24, | ||
| Education level | ||
| Less than primary school | 60 | 10.54 |
| Primary school | 227 | 39.89 |
| Secondary school | 256 | 44.99 |
| Bachelor's degree | 26 | 4.57 |
| Accident experience in last 12 months | ||
| Yes | 125 | 21.96 |
| Day lost >3 days | 55 | 9.66 |
| Day lost 1–3 days | 70 | 12.30 |
| No | 444 | 78.04 |
| Sick leave in last 12 months | ||
| Yes | 340 | 59.75 |
| No | 229 | 40.25 |
| Min = 0, Max = 16, | ||
| Using nursing rooms in workplace | ||
| Yes | 406 | 71.35 |
| No | 163 | 28.65 |
Min, minimum; Max, maximum; SD, standard deviation.
Reliability of the initial factors in the questionnaire
| Dimensions | Items | Cronbach’s alpha |
|---|---|---|
| Dim1: Safety operation | 10 | 0.825 |
| Dim2: Recruitment process | 8 | 0.822 |
| Dim3: Competency development | 7 | 0.745 |
| Dim4: Well-being | 9 | 0.750 |
| Dim5: Cultural | 6 | 0.888 |
| 40 | 0.957 |
KMO and Bartlett's test of ssphericity
| Statistic | Value |
|---|---|
| Kaiser-Meyer-Olkin measure of sampling adequacy | 0.873 |
| Bartlett's test of sphericity | |
| Approx. chi-square | 10937.491 |
| df | 780 |
| Sig. | 0.000 |
Total variance explained by the vulnerability factors
| Component | Initial eigenvalues | Extraction sums of squared loadings | Rotation sums of squared loadings | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Total | % of variance | Cumulative % | Total | % of variance | Cumulative % | Total | % of variance | Cumulative % | |
| 1 | 9.72 | 24.29 | 24.29 | 9.72 | 24.29 | 24.29 | 6.69 | 16.72 | 16.72 |
| 2 | 3.79 | 9.47 | 33.76 | 3.79 | 9.47 | 33.76 | 4.55 | 11.37 | 28.09 |
| 3 | 2.91 | 7.27 | 41.04 | 2.91 | 7.27 | 41.04 | 2.68 | 6.69 | 34.78 |
| 4 | 1.98 | 4.95 | 45.99 | 1.98 | 4.95 | 45.99 | 2.67 | 6.69 | 41.47 |
| 5 | 1.64 | 4.11 | 50.10 | 1.64 | 4.11 | 50.10 | 1.87 | 4.67 | 46.13 |
| 6 | 1.57 | 3.92 | 54.02 | 1.57 | 3.92 | 54.02 | 1.64 | 4.10 | 50.23 |
| 7 | 1.32 | 3.31 | 57.33 | 1.32 | 3.31 | 57.33 | 1.63 | 4.06 | 54.29 |
| 8 | 1.17 | 2.93 | 60.25 | 1.17 | 2.93 | 60.25 | 1.59 | 3.98 | 58.27 |
| 9 | 1.07 | 2.68 | 62.94 | 1.07 | 2.68 | 62.94 | 1.54 | 3.84 | 62.11 |
| 10 | 1.02 | 2.55 | 65.49 | 1.02 | 2.55 | 65.49 | 1.35 | 3.38 | 65.49 |
Fig. 2The result of first-order confirmatory factor analysis. = 127.06, df = 119, p = 0.28979, GFI = 0.98, AGFI = 0.95, RMSEA = 0.011.
Fig. 3Second-order confirmatory factor analysis after second adjustment.
Fig. 4The result of remaining factors after EFA and CFA.
The finalized vulnerability factor structure and relation between injuries and health problems
| Vulnerability factors structure | Chi-square ( | |||
|---|---|---|---|---|
| Injury | Sick leave | Health | ||
| Dim1 | Multicultural safety operation | |||
| 1.1 | Safety policy for migrant worker | 0.000 | 0.001 | 0.000 |
| 1.2 | Providing safety budget | 0.000 | 0.015 | 0.000 |
| 1.3 | Reporting accidents and illness statistic regularly | 0.000 | 0.000 | 0.000 |
| 1.4 | Safety manual in workplace | 0.000 | 0.475 | 0.000 |
| 1.7 | Protective personal equipment wearing | 0.213 | 0.054 | 0.067 |
| 2.3 | Education level for the job assignment | 0.000 | 0.022 | 0.000 |
| 2.6 | Employing formal migrant labor | 0.016 | 0.040 | 0.278 |
| 2.8 | Safety attitude examination in recruitment process | 0.000 | 0.654 | 0.000 |
| 3.2 | Adequate safety training | 0.000 | 0.003 | 0.001 |
| 5.1 | Supervisor commanding in safety practice | 0.000 | 0.031 | 0.000 |
| 5.2 | Safety teamwork | 0.000 | 0.141 | 0.000 |
| 5.4 | Safety advisor in workplace | 0.000 | 0.031 | 0.006 |
| Dim2 | Well-being | |||
| 4.1 | Income | 0.165 | 0.202 | 0.068 |
| 4.2 | Healthcare service | 0.256 | 0.020 | 0.490 |
| 4.6 | Participation in religious activities | 0.066 | 0.004 | 0.130 |
| 4.9 | Adequate welfare | 0.598 | 0.007 | 0.110 |
| Dim3 | Communication technology | |||
| 3.3 | Video and animation media | 0.001 | 0.000 | 0.002 |
| 3.7 | Social media and application | 0.004 | 0.000 | 0.000 |
Forty-question survey for the vulnerability factors
| Item code | Questionnaires |
|---|---|
| Dim1 | Safety operation in workplace |
| D1.1 | The company announces safety policy for migrant workers. |
| D1.2 | The company provides sufficient budgetary support. |
| D1.3 | The company reports accidents and illness statistic regularly. |
| D1.4 | Your department provides a safety manual and explains hazard exposure at the workplace. |
| D1.5 | The company allows you to participate in risk assessment in your working area. |
| D1.6 | The workplace has unsafe working environment. |
| D1.7 | You are provided with adequate necessary personal protective equipment (PPE). |
| D1.8 | You change your job duties normally. |
| D1.9 | The company provides safety grievance mechanism. |
| D1.10 | The company arranges safety activities to reduce accidents and illness. |
| Dim2 | Recruitment process |
| D2.1 | There is no age limit for workers in your department. |
| D2.2 | Your jobs can be done by men and women without affecting the frequency of accidents and illness. |
| D2.3 | There is no education level limit in the job application process. |
| D2.4 | Work experience was specified during recruitment process. |
| D2.5 | The company chooses workers who are proficient in their language. |
| D2.6 | The company employs workers who comply with the regulations. |
| D2.7 | The company provides temporary employment or hires seasonal workers for a short time. |
| D2.8 | The company examines safety attitude in recruitment process. |
| Dim3 | Competency development |
| D3.1 | The company provides adequate interpreters when you need to access safety information. |
| D3.2 | You are trained regularly to prevent accidents at work. |
| D3.3 | The company arranges safety training using Video and animation. |
| D3.4 | The company arranges safety training using pictures and songs. |
| D3.5 | The company has On the Job Training room for real practice. |
| D3.6 | There is no daily safety talk from your supervisor. |
| D3.7 | The company uses social media to communicate and prevent accidents at work. |
| Dim4 | Well-being |
| D4.1 | The company provides good income with enough to save every month. |
| D4.2 | There is a convenient and adequate nursing room service. |
| D4.3 | You work under pressure to reach the effective capacity of production. |
| D4.4 | The company provides place to relax during the day. |
| D4.5 | The company provides dormitory for you to have a good sleep. |
| D4.6 | The company allows and supports you to participate in religious activities. |
| D4.7 | Your supervisors speak impolitely to control safety execution. |
| D4.8 | You have a good relationship with your supervisors and team, including Thai workers. |
| D4.9 | The company provides the necessary welfare items. |
| Dim5 | Different culture |
| D5.1 | The supervisor commands and controls work safely authoritatively. |
| D5.2 | The company manages safety at work depending on individual performance more than teamwork. |
| D5.3 | In the workplace, you work as an expert. |
| D5.4 | The company implements the safety rules for worker of every nationality equally. |
| D5.5 | The company did not provide safety rewards for executing safety rules. |
| D5.6 | Your supervisors take care of you and advise you. |