• Title/Summary/Keyword: emotional support from social network

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Relationship between Social Network and Stage of Adoption of Gastric Cancer Screening among the Korean Population

  • Lee, Myung Ha;Choi, Kui Son;Lee, Yoon Young;Suh, Mina;Jun, Jae Kwan
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.10
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    • pp.6095-6101
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    • 2013
  • Few studies have examined the relationship between social support and stages of adoption of cancer screening. Here we investigated associations between both structural and functional aspects of social support and stages of adoption of gastric cancer screening in the general population of Korea. The study population was derived from the 2011 Korean National Cancer Screening Survey (KNCSS), an annual cross-sectional survey that uses nationally representative random sampling to investigate cancer screening rates. Data were analyzed from 3,477 randomly selected respondents aged 40-74 years. Respondents were classified according to their stage of adoption of gastric cancer screening: precontemplation (13.2%), contemplation (18.0%), action/maintenance (56.1%), relapse risk (8.5%), and relapse stage (4.1%). Respondents with larger social networks were more likely to be in the contemplation/action/maintenance, or the relapse risk/relapse stages versus the precontemplation stage (OR=1.91, 95%CI: 1.52-2.91; p for tend=0.025). Emotional and instrumental supports were not associated with any stage of adoption of gastric cancer screening. However, respondents who reported receiving sufficient informational support were more likely to be in the relapse risk/relapse stages versus the precontemplation, or the contemplation/action/maintenance stage (p for trend=0.016). Interventions involving interactions between social network members could play an important role in increasing participation in gastric cancer screening.

Detection of Depression Trends in Literary Cyber Writers Using Sentiment Analysis and Machine Learning

  • Faiza Nasir;Haseeb Ahmad;CM Nadeem Faisal;Qaisar Abbas;Mubarak Albathan;Ayyaz Hussain
    • International Journal of Computer Science & Network Security
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    • v.23 no.3
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    • pp.67-80
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    • 2023
  • Rice is an important food crop for most of the population in Nowadays, psychologists consider social media an important tool to examine mental disorders. Among these disorders, depression is one of the most common yet least cured disease Since abundant of writers having extensive followers express their feelings on social media and depression is significantly increasing, thus, exploring the literary text shared on social media may provide multidimensional features of depressive behaviors: (1) Background: Several studies observed that depressive data contains certain language styles and self-expressing pronouns, but current study provides the evidence that posts appearing with self-expressing pronouns and depressive language styles contain high emotional temperatures. Therefore, the main objective of this study is to examine the literary cyber writers' posts for discovering the symptomatic signs of depression. For this purpose, our research emphases on extracting the data from writers' public social media pages, blogs, and communities; (3) Results: To examine the emotional temperatures and sentences usage between depressive and not depressive groups, we employed the SentiStrength algorithm as a psycholinguistic method, TF-IDF and N-Gram for ranked phrases extraction, and Latent Dirichlet Allocation for topic modelling of the extracted phrases. The results unearth the strong connection between depression and negative emotional temperatures in writer's posts. Moreover, we used Naïve Bayes, Support Vector Machines, Random Forest, and Decision Tree algorithms to validate the classification of depressive and not depressive in terms of sentences, phrases and topics. The results reveal that comparing with others, Support Vectors Machines algorithm validates the classification while attaining highest 79% f-score; (4) Conclusions: Experimental results show that the proposed system outperformed for detection of depression trends in literary cyber writers using sentiment analysis.

The study on improvement of support system and experience of immigrated women victims of domestic violence (가정폭력 피해 결혼이민자여성의 경험과 지원체계 개선에 관한 연구)

  • Chang, On-Jeong;Park, Jeong-Yun
    • Journal of Families and Better Life
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    • v.28 no.6
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    • pp.221-234
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    • 2010
  • This study reviews domestic violence characteristics, violence factors, and violence solving from survey reports, to find ideas that support shelter or counseling centers. The research method is a literal review and interview. The results were as follows : First, immigrant women experienced emotional, physical, sexual and economic violence. Domestic violence factors were individual characteristics of korea husbands, culture gaps, communication problems and attitudes of mother-in-laws. Second, coping attitudes for immigrant women were passiveness and overt patience of violence situations. Third, professional social workers or counselors were lacking. There was no network link between related service agencies; in addition. Service content was limited, was a lack support for independence.

Search for the Meaning of Social Support in Korean Society (Social Support의 한국적 의미)

  • 오가실;서미혜;이선옥;김정아;오경옥;정추자;김희순
    • Journal of Korean Academy of Nursing
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    • v.24 no.2
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    • pp.264-277
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    • 1994
  • In Korea the concept of social support was first used as a research concept in nursing and has not had much application in the clinical field. Another problem is that research on social support has used a direct translation of the words “social support” into Korean as “sawhejuk jiji”. Three questions were posed to direct the re-search. 1) Is there a concept of social support in Korean society? 2) if so, what words or expressions are used to de-scribe it? 3) further, if so, how is social support structured and how does it function? In order to answer the research questions a three-step research methodology was used : The first step consisted of a literature review on re-search related to social support and on information on the background of, and the way of thinking re-lated to interpersonal relations among Korean people. The second step, which was done to identify whether there is a concept of social support in korean society, involved interviewing a sample of the population. The third step involved a panel discussion that included the members of the research team and three consultants, a sociologist, a philosopher and a scholor in korean literature. A review of the literature on interpersonal relationships in traditional korean society identified a four cirole structure that explains interpersonal relationships. The first circle with “me” at the center is the family but here “me” disappears into the “we” that is essential for a cooperative agricultural society. In the second circle are those close to “me” but outside the family. The third circle includes those with whom “I ” have infrequent but regular contact and with whom correct conduct is important. The last circle is all the people with whom “I” have nothing in common. They are excluded in interpersonal relationships. The literature on interpersonal relationships showed that within the traditional Korean society people lived in villages where most people were very familiar with each other. “Yun”, the social network established the connection and “Jung”, the feeling of affection increased with time as the connection was strengthened. In the traditional village psychological support was provided through “Mallaniki”, “Pumashi” and “Kae” with the latter two also providing material support. In modern Korea there are more informal and formal social networks, like social services and community activities on the formal level and cultural and leisure groups along with “kae’s on the informal level. But even with this modern variety of groups, most social support comes from informal networks that resemble the traditiorlal “Pumashi”, “Kai” md “Mallaniki”. The six member research team interviewed 65 people in order to identify whether there is a concept of social support and then analysed their responses. There were 20 different words describing the reception of the social support and these could be grouped into seven major categories : virtuous, fortunate, helped, supported, blessed, attached(receiving affection) and receiving (grace) benevolence. there were 27 words describing the act of social support which could be categorized into seven major categories : love, looking after, affection(attachment), kindness(goodness), faith, psychological help and material help. for the meaning of social support translated as “sawhe juk jiji” there were a total of 14 different answers which could be categorized into 3 major categories : help, agreement, and faith. In third step, the results of the literature review and the answers to the questions were discussed in a pannel. The results of the discussion led to the following definition of social support in Korea which is shaped like a the four sided pyramid on a base. Social support is the apex of the pyramid and four sides are made up of : “do-oom” (both emotional and material help), “jung” (connectedness, or relationship bound by affection, regard or shared common experience ), “midum” (faith or belief in), “eunhae” (kindness or benevolence). The research team identified “Yun”( the basic network of relationships) as the base of the pyramid and as such the foundation for the components of social support in Korean culture. On “Yun” rest the other four components of social support : “Jung”, “Midum”, “Do-oom”, and “Eunhae”, For social support to take place there must be “Yun”. This is an important factor in social support. In private social network “Jung” is an essential factor in social support. But not in the public social network. “Yun” is a condition for “Jung” and “Jung” is the manifestation of support.

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A Study on the Group Program Development for Reinforcing Family Relations of Single-mother Families (편모가족관계 강화를 위한 집단 프로그램 개발에 관한 연구)

  • Chung, Soo-Kyoung
    • Korean Journal of Social Welfare
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    • v.44
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    • pp.288-317
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    • 2001
  • The purpose of this study is to develop the group program model for reinforcing family relations of single-mother families as one approach to family welfare service. As previous research findings about problems of single parent families were reviewed and the framework for the program development was identified, a 6 sessions group program was planned and applied to 9 single-mother families from June 2nd to July 7th. Program evaluation questionnaire, Scales measuring powerlessness and FACESIII for family relations, social support network tool, and group process recording were used for the evaluation of this program. The participants evaluated this program as very supportive, useful, and educational. The powerlessness was reduced in a statistically meaningful way before and after the program and the result was found to be maintained for 4 months in the follow-up session. The family relations according to FACES III were mostly balanced and didn't show some significant change after the termination of this program. The single mothers had little concrete supports from others, if any, had some from relatives. They rather had to give supports for the other family members and reciprocally gave and took emotional or informational supports with friends or neighbors. Based on these results, the 2 step model consisted of brief group program and long term support group was developed and the practical methods were suggested for the single-mother families with low income.

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On the Physical Function Evaluation, Prevention Training, and Cognitive Ability Improvement through the Design of a Healthcare Independence Support System based on Emotional Satisfaction of Senior Users

  • Lee, Sang Min;Kim, Joo Uk;Kim, Young Min
    • International Journal of Internet, Broadcasting and Communication
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    • v.13 no.1
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    • pp.37-46
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    • 2021
  • Recently, social technologies have been created to solve problems from businesses for the establishment of generational solidarity ecosystem in terms of employment, residential space, network and social capital, age, cognitive and environmental aspects. This is senior-friendly healthcare business system aimed at meeting the senior needs for health life to enjoy active consumption culture life even after retirement, becoming a catalyst for minimizing generational conflicts, preventing the cognitive and physical deterioration of seniority in the areas of life healthcare, fitness and well-aging, and expanding into systems necessary for seniority self-reliance. We would like to draw up the development and requirements of the concept of the service platform for the study of collective characteristics for generation solidarity with senior class and the establishment of a customized senior health life system for generation solidarity. This system is characterized by a platform that can prevent the decline of seniors' cognitive and physical functions and enhance emotional stability. It is significant in providing feedback on the risk perception index, fall index, and prevention training index information to the child through the analysis and extraction of the senior health index for risk perception, fall probability, and fall prevention.

A Study on the Public Services for Families in Crisis - focused on the Family empowerment program at the Healthy Families Support Center - (위기가족지원 서비스 운영 실태에 관한 연구 -건강가정지원센터의 가족역량강화사업을 중심으로-)

  • Jeong, Jeeyoung;Park, Jeongyoon;Koh, Sunkang;Lee, Heeyun
    • Journal of Family Resource Management and Policy Review
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    • v.19 no.3
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    • pp.101-119
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    • 2015
  • The purpose of this study is to evaluate the current performance of the public services for families in crisis by analyzing the family empowerment service in Healthy Families Support centers. We analyzed performance data of the family empowerment service provided by 25 Healthy Families Support Centers from 2011 to 2013. The results are as follows; First, the number of families in crisis which received public services from the family empowerment service by the Healthy Family Support Centers in 2013 were less than the number in 2011, but increased from 2012. Second, according to the types of crisis, school violence was the most service needed family crisis in 2011, and it was suicide in 2012 and 2013. Third, in the specific services in emergency support for families and family function recovery program, Psychological and emotional support services were the most offered services during 3 years. Accordingly, efficiency of the programs and services in terms of budget is higher than that of any other services. Fourth, analysing the evaluation results of amily empowerment services in 2014, we found that its network is still heavily weighted in certain side by the lack of the utilization and the foundation of the network.

A Qualitative Study on the Coping Strategies of Poor Female Household Heads (빈곤 여성가장의 대처 전략에 관한 질적 연구)

  • 옥선화;성미애;배희분;이재림
    • Journal of the Korean Home Economics Association
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    • v.40 no.6
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    • pp.223-243
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    • 2002
  • Female-headed household is one of the common family type in the changing Korean society. This study explored and described the coping strategies of poor female household heads who were in struggle with economic, physical, and emotional problems. The data was gathered by in-depth interviews with fifteen poor female heads of households. In the process of qualitative interview and analysis, the coping strategy was emerged as an important theme. The major strategies which the poor female heads had adopted were as follows. First strategy was making up their minds to live as heads of households to keep their children in the fence of family. Second was accepting that any husbands would not be helpful in general. Third was developing independence, which meant providing their families on their own labor without expecting the support from social network or welfare system. Forth strategy was giving the present situation a positive definition: it gave them the emotional comfort.

The Effects of Social Capital on the Economic Satisfaction of Korean Retirees (은퇴자의 경제적 만족도에 대한 사회자본의 효과)

  • Jang, Youn-Ju;Seo, Ji-Won
    • Journal of Family Resource Management and Policy Review
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    • v.15 no.1
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    • pp.29-49
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    • 2011
  • Social capital theory provides a robust framework for analyzing economic well being. The purpose of this study was to investigate the effects of social capital on the economic satisfaction of retirees in Korea. The data from the first wave of KLoSA(Korean Longitudinal Study of Aging) were used(n=1,628). SPSS 12.0 was used for descriptive statistics and multiple regression analysis. The major findings were as follows: First, after controlling for gender, age, region, housing tenure, and personal income, the social capital of the retirees, including cognitive social capital(trust and reciprocity) and structural social capital(emotional and economic familial support, and a well-developed social network), contributes to increases in their economic well-being. Second, the degree of effect social capital has on well-being varied by gender and age; the effect was also different according to gender, regardless of the person's age. These empirical results provide a basis for the institution of policies that help bolster economic wellbeing for retirees by creating conditions that increase social capital in this group.

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Trend Analysis of Grow-Your-Own Using Social Network Analysis: Focusing on Hashtags on Instagram

  • Park, Yumin;Shin, Yong-Wook
    • Journal of People, Plants, and Environment
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    • v.24 no.5
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    • pp.451-460
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    • 2021
  • Background and objective: The prolonged COVID-19 pandemic has had significant impacts on mental health, which has emerged as a major public health issue around the world. This study aimed to analyze trends and network structure of 'grow-your-own (GYO)' through Instagram, one of the most influential social media platforms, to encourage and sustain home gardening activities for promotion of emotional support and physical health. Methods: A total of 6,388 posts including keyword hashtags '#gyo' and '#growyourown' on Instagram from June 13, 2020 to April 13, 2021 were collected. Word embedding was performed using Word2Vec library, and 7 clusters were identified with K-means clustering: GYO, garden and gardening, allotment, kitchen garden, sustainability, urban gardening, etc. Moreover, we conducted social network analysis to determine the centrality of related words and visualized the results using Gephi 0.9.2. Results: The analysis showed that various combinations of words, such as #growourrownfood, #growourrownveggies, and #growwhatyoueat revealed preference and interest of users in GYO, and appeared to encourage their activities on Instagram. In particular, #gardeningtips, #greenfingers, #goodlife, #gardeninglife, #gardensofinstagram were found to express positive emotions and pride as a gardener by sharing their daily gardening lives. Users were participating in urban gardening through #allotment, #raisedbeds, #kitchengarden and we could identify trends toward self-sufficiency and sustainable living. Conclusion: Based on these findings, it is expected that the trend data of GYO, which is a form of urban gardening, can be used as the basic data to establish urban gardening plans considering each characteristic, such as the emotions and identity of participants as well as their dispositions.