DOI QR코드

DOI QR Code

Structural Equation Modeling of Health Promotion Behavior on Migrant Workers: A Multi-Group Analysis Based on the Period of Residence

외국인 근로자의 건강증진행위 구조모형: 거주기간별 다중집단분석

  • Received : 2023.07.27
  • Accepted : 2024.01.12
  • Published : 2024.02.28

Abstract

Purpose: This study developed and tested a hypothetical model of health promotion behavior on migrant workers based on the Health Promotion Model and the Health Literacy Skills Framework. Methods: Data were collected from 298 migrant workers in 9 regions across the country from December 2020 to March 2021. The exogenous variables were e-health literacy, occupational stress, acculturation, and social support. The endogenous variables were perceived benefits of action, self-efficacy, and health promotion behavior. Data were analyzed using SPSS/WIN 25.0, AMOS 20.0, and R-4.0.3 program. Results: The model fit was appropriate. Social support had the most significant direct impact on the health promotion behavior of migrant workers. Perceived benefits of action and self-efficacy played a mediating role in the relationship among e-health literacy, social support, and health promotion behavior. Based on multi-group analysis, the migrant worker group with less than 5 years of residency had a more statistically significant effect on the relationship between perceived benefits of action and health promotion behavior than those with over 5 years. Conclusion: Providing social support as a critical administrative strategy to enhance the health promotion behavior of migrant workers is necessary. Furthermore, when developing an intervention program utilizing the internal mechanism between social support and health promotion behavior, a self-efficacy-enhancing strategy is considered to be more effective. Additionally, educating migrant workers with short-term residence of less than 5 years about the benefits of health behaviors is essential.

Keywords

References

  1. Ministry of Employment and Labor (MOEL). Migrant workers, stay and employment period extended by one year [Internet]. MOEL; c2021 [cited 2021 Apr 13]. Available from: https://www.moel.go.kr/news/enews/report/enewsView.do?news_seq=12140. 
  2. Statistics Korea. 2020 Immigrant sojourn status and employment survey results [Internet]. Statistics Korea; c2020 [cited 2020 Dec 21]. Available from: https://sri.kostat.go.kr/board.es?mid=a10301030400&bid=11109&act=view&list_no=386890. 
  3. Simkhada PP, Regmi PR, van Teijlingen E, Aryal N. Identifying the gaps in Nepalese migrant workers' health and well-being: A review of the literature. Journal of Travel Medicine. 2017;24(4):tax021.  https://doi.org/10.1093/jtm/tax021 
  4. Aung TNN, Shirayama Y, Moolphate S, Lorga T, Yuasa M, Nyein Aung M. Acculturation and its effects on health risk behaviors among myanmar migrant workers: A cross-sectional survey in Chiang Mai, Northern Thailand. International Journal of Environmental Research and Public Health. 2020;17(14):5108. https://doi.org/10.3390/ijerph17145108 
  5. Jung SY, Oh YR, Bae IJ. A study on social networks, daily difficulties, and social support systems and their influence on the mental health of foreign workers. Korean Journal of Social Welfare Research. 2013;34:1-35. 
  6. World Health Organization (WHO). Digital health network of networks: Building the global digital health community [Internet]. WHO; c2020 [cited 2020 Sep 24]. Available from: https://www.who.int/news-room/events/detail/2020/09/24/default-calendar/(unga-side-event)-digital-health-network-of-networks-building-the-global-digital-healthcommunity. 
  7. Squiers L, Peinado S, Berkman N, Boudewyns V, McCormack L. The Health Literacy Skills Framework. Journal of Health Communication. 2012;17 Suppl 3:30-54.  https://doi.org/10.1080/10810730.2012.713442 
  8. Tshuma N, Muloongo K, Nkwei ES, Alaba OA, Meera MS, Mokgobi MG, et al. The mediating role of self-efficacy in the relationship between premotivational cognitions and engagement in multiple health behaviors: A theory-based cross-sectional study among township residents in South Africa. Journal of Multidisciplinary Healthcare. 2017;10:29-39. https://doi.org/10.2147/JMDH.S112841 
  9. Yu B, Zhou J, Gong Y, Han J, Dong P, Yang S, et al. Self-efficacy mediates perceived benefits and barriers of adherence of heroin-dependent patients to methadone for addiction treatment: A Health Belief Model study. Journal of Addiction Medicine. 2020;14(4):e110-e117.  https://doi.org/10.1097/ADM.0000000000000640 
  10. Korea Internet & Security Agency (KISA). Survey on the internet usage of foreign residents in Korea [Internet]. KISA; c2013 [cited 2019 Mar 7]. Available from: https://www.nia.or.kr/site/nia_kor/ex/bbs/View.do?cbIdx=99870&bcIdx-=20763&parentSeq=20763. 
  11. Choi SK, Kim HY, Whang JN, Chae SM, Han KR, Yoo JS, et al. A study for improving health literacy. Korea Institute for Health and Social Affairs; 2020 Dec. Report No.: 2020-24. 
  12. Parker DF, DeCotiis TA. Organizational determinants of job stress. Organizational Behavior and Human Performance. 1983;32(2):160-177.  https://doi.org/10.1016/0030-5073(83)90145-9 
  13. Jiang Y, Wang YL, Ji Y, Zeng QQ, Chang C. [Analysis of tobacco use and associated factors among migrants in construction sites of Western China]. Beijing Da Xue Xue Bao Yi Xue Ban. 2014;46(3):440-444. Chinese. 
  14. Jung JK, Park YH. Acculturation, social support, and health promoting lifestyle behavior among foreign workers in South Korea. Korean Journal of Social Welfare Research. 2012;32:29-52. 
  15. Shin Y. Life stress, distress symptoms, and social supports among Korean immigrants who own small retail businesses [dissertation]. Baltimore (MD): University of Maryland; 1992. p. 1-167. 
  16. Cohen S, Hoberman HM. Positive events and social supports as buffers of life change stress. Journal of Applied Social Psychology. 1983;13(2):99-125.  https://doi.org/10.1111/j.1559-1816.1983.tb02325.x 
  17. Jung HN, Kim YS. Influence of depression and social support on health-related quality of life among migrant workers: The mediating effect of health promoting behavior. Journal of Korean Academy of Community Health Nursing. 2020;31(3):360-374.  https://doi.org/10.12799/jkachn.2020.31.3.360 
  18. Rho IS, Chung CH. Relationships between accultural stress and health promotion of North Korean refugees: The mediating effects of social support, perceived benefits and disabilities. Korean Journal of Convergence Science. 2020;9(2):284-297. https://doi.org/10.24826/KSCS.9.2.19 
  19. Pender NJ. Health promotion in nursing practice. 3rd ed. Appleton and Lange; 1996. p. 115-144. 
  20. Park HO, Park KS, Kwon OY. Prediction model for health related to quality of life of married immigrant women in multicultural Families. Journal of Digital Convergence. 2018; 16(1):357-369. https://doi.org/10.14400/JDC.2018.16.1.357 
  21. Cho JE, Ha YM. Factors influencing the physical activity of foreign workers: Based on a Health Promotion Model. Journal of Korean Academy of Community Health Nursing. 2021;32(3):344-355.  https://doi.org/10.12799/jkachn.2021.32.3.344 
  22. Bhandari P, Kim M. Predictors of the health-promoting behaviors of Nepalese migrant workers. Journal of Nursing Research. 2016;24(3):232-239.  https://doi.org/10.1097/jnr.0000000000000120 
  23. Dodd W, Humphries S, Patel K, Majowicz S, Little M, Dewey C. Determinants of internal migrant health and the healthy migrant effect in South India: A mixed methods study. BMC International Health and Human Rights. 2017;17(1):23. https://doi.org/10.1186/s12914-017-0132-4 
  24. Sserwanja Q, Kawuki J. Migrant health: Healthy migrant effect and the need to prioritize migrant health. Asian Journal of Medicine and Health. 2020;18(6):11-16.  https://doi.org/10.9734/AJMAH/2020/v18i630209 
  25. Jeong N, Lee MH. A predictive model on health promotion behavior in women who immigrate for marriage. Journal of Korean Academy of Nursing. 2010;40(5):695-704.  https://doi.org/10.4040/jkan.2010.40.5.695 
  26. Giger JN, Davidhizar R. The Giger and Davidhizar transcultural assessment model. Journal of Transcultural Nursing. 2002;13(3):185-188; discussion 200-201.  https://doi.org/10.1177/10459602013003004 
  27. Cho S, Lee H, Oh EG, Kim GS, Kim YC, Park CG. Health-related quality of life among migrant workers: The impact of health-promoting behaviors. Nursing & Health Sciences. 2020;22(2):318-327.  https://doi.org/10.1111/nhs.12660 
  28. Hair JF, Black WC, Babin BJ, Anderson RE. Multivariate data analysis. 7th ed. Pearson; 2009. p. 1-856. 
  29. Bae BR. Structural equation modeling with LISREL 9.1: Principles and practice. Chungram; 2014. p. 134-145. 
  30. Norman CD, Skinner HA. eHEALS: The eHealth Literacy Scale. Journal of Medical Internet Research. 2006;8(4):e27. https://doi.org/10.2196/jmir.8.4.e27 
  31. Park JY, Yoon DY, Chang JW. The effects of authentic leadership on turnover intention of foreign workers: The mediating effect of job stress. Journal of Human Resource Management Research. 2019;26(3):33-55.  https://doi.org/10.14396/jhrmr.2019.26.3.33 
  32. Suinn RM, Khoo G, Ahuna C. The Suinn-Lew Asian Self-Identity Acculturation scale: Cross-cultural information. Journal of Multicultural Counseling and Development. 1995;23(3):139-148.  https://doi.org/10.1002/j.2161-1912.1995.tb00269.x 
  33. Henseler J, Ringle CM, Sarstedt M. A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science. 2015;43(1):115-135.  https://doi.org/10.1007/s11747-014-0403-8 
  34. Moon JS. A study of instrument development for health belief of Korean adults [dissertation]. Seoul: Yonsei University; 1990. p. 1-113. 
  35. Chen G, Gully SM, Eden D. Validation of a New General Self-Efficacy Scale. Organizational Research Methods. 2001;4(1):62-83. https://doi.org/10.1177/109442810141004 
  36. Walker SN, Sechrist KR, Pender NJ. The health-promoting lifestyle profile: Development and psychometric characteristics. Nursing Research. 1987;36(2):76-81.  https://doi.org/10.1097/00006199-198703000-00002 
  37. Anderson JC, Gerbing DW. Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin. 1988;103(3):411-423.  https://doi.org/10.1037/0033-2909.103.3.411 
  38. Han SS, Lee SC. Nursing and health statistical analysis. Rev. ed. Hannarae; 2018. p. 1-520. 
  39. Song JJ. Statistical analysis method. Rev. ed. 21Segisa; 2015. p. 1-477. 
  40. Won YH, Choi SH. A study on the effects of medical service supports on adaptation of foreign workers into Korean society. Journal of Community Welfare. 2011;38:29-50. 
  41. Thatsanai R. The promoting factor for co-existence with Thais: A case study of migrant workers in Pathum Thani, Thailand. Asian Political Science Review. 2017;1(2):57-64.  https://doi.org/10.12778/235108617X15452339029743
  42. Bandura A. Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review. 1977;84(2):191-215. https://doi.org/10.1037//0033-295x.84.2.191 
  43. Mucci N, Traversini V, Giorgi G, Garzaro G, Fiz-Perez J, Campagna M, et al. Migrant workers and physical health: An umbrella review. Sustainability. 2019;11(1):232. https://doi.org/10.3390/su11010232 
  44. Kersten A, van Woerkom M, Geuskens GA, Blonk RWB. Organisational policies and practices for the inclusion of vulnerable workers: A scoping review of the employer's perspective. Journal of Occupational Rehabilitation. 2023;33(2):245-266. https://doi.org/10.1007/s10926-022-10067-2 
  45. Ren C, Deng Z, Hong Z, Zhang W. Health information in the digital age: An empirical study of the perceived benefits and costs of seeking and using health information from online sources. Health Information & Libraries Journal. 2019;36(2):153-167. https://doi.org/10.1111/hir.12250 
  46. Ahn JA, Chae D. The influences of socio-individual determinants and health information seeking on health-promoting behaviors among migrant women: A cross-sectional study. Japan Journal of Nursing Science. 2019;16(4):481-490.  https://doi.org/10.1111/jjns.12259 
  47. Adger WN, de Campos RS, Siddiqui T, Gavonel MF, Szaboova L, Rocky MH, et al. Human security of urban migrant populations affected by length of residence and environmental hazards. Journal of Peace Research. 2021;58(1):50-66.  https://doi.org/10.1177/0022343320973717 
  48. Mas'udah S. Remittances and lifestyle changes among Indonesian overseas migrant workers' families in their hometowns. Journal of International Migration and Integration. 2020;21(2):649-665.  https://doi.org/10.1007/s12134-019-00676-x