Rural area-centred network mapping interface analysis
On overseas studies on ‘Place’, ‘Immigrant’ and ‘Rural’, an ego network analysis was conducted focusing on the rural area (
Fig. 5).
As a result, 105 links and 111 total link strengths have a combined influence of 17%. The ego network cluster was divided into two main clusters because of analysing it with the ‘rural area’ as the complete network. First and foremost, it is a network and participation-based community cluster. Ego networks such as ‘Social network,’ ‘Sense of community,’ ‘Rural community,’ ‘Social movement,’ ‘Participatory approach,’ ‘Amenity,’ ‘Sense of belonging,’ ‘Social structure,’ ‘Social inclusion,’ ‘Interpersonal communication,’ and ‘Communication’ were extracted in this regard. In other words, the issue of linkage and network assortative with overseas immigrants centred on places in rural areas can be established as governance through participation centred on community networks. Second, it is a health issue. In this regard, ego networks such as ‘public health’, ‘health service’, ‘delivery of health’, ‘community health service’, and ‘well-being’ were extracted. Interestingly, the derived ego network related to health showed correlation with multiple social networks such as ‘participatory approach’, ‘social network’, and ‘interpersonal communication’, that is, governance. In other words, in addition to the two main clusters, the correlation between the two clusters is also an important issue.
In terms of analysing Korean research, analysing the centrality of connection related to the space of overseas immigrant women in rural areas, it was shown as shown in
Fig. 6. Degree Centrality Analysis was conducted to simultaneously extract the keywords mentioned together from the target document including the keywords, rather than simply listing them by frequency, and analyse what topics are connected to the attention control. Through this, there have been few studies on the health problems of foreign immigrants in rural areas. Nevertheless, Degree Centrality Analysis draws the importance of the role of immigrant women.
It was largely connected to groups such as region, health, policy, village, activity, and participation, focusing on communities and overseas immigrant women. The community was found to have high connectivity with activities, participation, relationships, family, life, conflict, etc., while overseas immigrant women were found to have high connectivity with region, marriage, family, education, life, satisfaction, adaptability, stress, health, support, etc (
Fig. 6).
As a result of LDA Topic Modelling analysis, as shown in
Table 3, the related words constituting each topic were output because of topic modelling, and five related words were extracted in the order of the proportion of the corresponding word in the topic.
The topics were as follows: activities related to the work experience of overseas immigrants, stress due to discrimination of immigrant women, national system based on Korean language problems, adaptation to Korean society due to marriage, relationship with villagers over time, satisfaction effect from participation in life, degree of cultural conflict in the community and health factors based on the educational program. As a result of Topic modelling analysis, social factors like ‘Scholl life of children from multicultural families’, ‘Adapting to marriage migration’, ‘Relationship with the villagers’, and ‘Conflicts of culture in community’ and health-related topic like ‘Migrant women’s stress’, ‘Effect of participation satisfaction’, and ‘health factor’ ranked at the top. Through these results, the importance of community and health problems could be derived.
According to the community analysis results, it was divided into 6 groups, as shown in
Fig. 7. Community Analysis was employed to cluster closely connected nodes, resulting that a total of seven groups belonging to the same community group were derived.
Group 1 is made up of the village, women, immigrants, residents, activities, participation, and conflicts focused on the community, so it appears to be studies on the effect of conflict with residents by participating in village activities. Group 2 is made up of diversity, purpose, capital, and perspective, with a focus on research, so it appears to be studies on diversity. Group 3 is made up of Korean language, education, programs, policy, government, husband, wife, and workers, so it appears to be studies related to health and the government’s education program policy on Korean language for immigrant workers and marriage immigrant women. Group 4 is made up of relationship, satisfaction, factor, degree, country, difference, experience, and provision, with a focus on stress, and it appears to be studies related to satisfaction based on the support system and the factors of stress from experiences in other countries. Group 5 is made up of characteristics, thesis, interview, period, method, participation, analysis, research, etc. with a focus on immigrant women, so it appears to be studies related to analysis of the characteristics of immigrant women using various research and analysis methods. Group 6 is made up of overseas immigrants, life, adaptation, members, society, marriage, Korea, and culture, with a focus on the region, so it appears to be studies related to the adaptation of overseas immigrants to life culture as a member of society in South Korea.