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Identification of Subgroups with Lower Level of Stroke Knowledge Using Decision-tree Analysis
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Hyun Kyung Kim, Seok Hee Jeong, Hyun Cheol Kang
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J Korean Acad Nurs 2014;44(1):97-107. Published online February 28, 2014
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DOI: https://doi.org/10.4040/jkan.2014.44.1.97
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Abstract
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Purpose
This study was performed to explore levels of stroke knowledge and identify subgroups with lower levels of stroke knowledge among adults in Korea.
Methods
A cross-sectional survey was used and data were collected in 2012. A national sample of 990 Koreans aged 20 to 74 years participated in this study. Knowledge of risk factors, warning signs, and first action for stroke were surveyed using face-to-face interviews. Descriptive statistics and decision tree analysis were performed using SPSS WIN 20.0 and Answer Tree 3.1.
Results
Mean score for stroke risk factor knowledge was 7.7 out of 10. The least recognized risk factor was diabetes and four subgroups with lower levels of knowledge were identified. Score for knowledge of stroke warning signs was 3.6 out of 6. The least recognized warning sign was sudden severe headache and six subgroups with lower levels of knowledge were identified. The first action for stroke was recognized by 65.7 percent of participants and four subgroups with lower levels of knowledge were identified.
Conclusion
Multi-faceted education should be designed to improve stroke knowledge among Korean adults, particularly focusing on subgroups with lower levels of knowledge and less recognition of items in this study.
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Citations
Citations to this article as recorded by 
- Global Awareness and Response to Early Symptoms of Acute Stroke: A Systematic Literature Review
Theodoros Vatsalis, Dimitrios Papadopoulos, Vasiliki Georgousopoulou, Prodromos Bostantzis, Jobst Rudolf Cureus.2025;[Epub] CrossRef - Stroke knowledge and health-promoting behaviors: Mediating effect of patient self-esteem
GyeongChae MUN, JaeLan SHIM Patient Education and Counseling.2024; 129: 108398. CrossRef - Comparison of Stroke Knowledge, Health Beliefs, and Stroke Prevention Behavior between Early and Middle-Aged Adults
Eun Ko STRESS.2022; 30(2): 98. CrossRef - Variation in Knowledge of Stroke Warning Signs by Age and Presence of Conventional Risk Factors
Juyeon Oh, Hyun Young Kim, Young Seo Kim, Sun Hwa Kim Journal of Cardiovascular Nursing.2022; 37(2): 177. CrossRef - Analysis of Subgroups with Lower Level of Patient Safety Perceptions Using Decision-Tree Analysis
Sun Hwa Shin Journal of Korean Academy of Nursing.2020; 50(5): 686. CrossRef - Stroke Management Awareness and Behavior among Nursing Students in Bangladesh
Shariful Islam, Eui Geum Oh, Tae Wha Lee, Sanghee Kim Open Journal of Nursing.2017; 07(01): 1. CrossRef - Awareness of Stroke Warning Symptoms and Related Factors among Residents in a Province
Yu-Mi Lee, Keon-Yeop Kim, Ki-Su Kim Journal of the Korea Academia-Industrial cooperation Society.2014; 15(8): 5116. CrossRef
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Depression Status of Academic High School Students in Seoul: Mediating Role of Entrapment
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Young-Joo Park, Nah-Mee Shin, Kuem Sun Han, Hyun Cheol Kang, Sook-Hee Cheon, Hyunjeong Shin
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J Korean Acad Nurs 2011;41(5):663-672. Published online October 31, 2011
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DOI: https://doi.org/10.4040/jkan.2011.41.5.663
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Abstract
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Purpose
Purpose of this study was to investigate the status of depression in academic high school students and path analysis model for exploring the mediating role of entrapment to depression in relation to academic stress and perceived social support.
Methods
Measurements were four reliable questionnaires measuring academic stress, social support, entrapment, and depression. Data were collected from students in 17 high schools in Seoul.
Results
Students (n=5,346) completing the questionnaires indicated depression & entrapment from academic stress. Depression was more prevalent in girls, those whose parents' household income was less than two million won, who did not live with father or mother or both due to divorce, separation, or death, and those who smoked or used alcohol. Entrapment was more prevalent in students similar to cases of depression and in seniors. According to the proposed path model, 48.6% of depression was explained by academic stress, social support, and entrapment. The indirect effect of entrapment as a mediator between academic stress and depression was verified and larger than the direct effect of academic stress on depression.
Conclusion
Considering levels of depression and entrapment demonstrated by these students, better mental health programs with diverse strategies should be developed for their psychological well-being.
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Citations
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- Study on Awareness of Suicide and Suicide Prevention Among Community Youth
Jiyoung Kim, Young-Hoon Ko, Ho-Kyoung Yoon, Boram Chae, Rayoung Han, Nayoung Chae, Jongha Lee Journal of the Korean Academy of Child and Adolescent Psychiatry.2024; 35(3): 210. CrossRef - The association mental health of adolescents with economic impact during the COVID-19 pandemic: a 2020 Korean nationally representative survey
Hanul Park, Kang-Sook Lee BMC Public Health.2023;[Epub] CrossRef - Adolescent suicide in South Korea: Risk factors and proposed multi-dimensional solution
Chae Woon Kwak, Jeannette R. Ickovics Asian Journal of Psychiatry.2019; 43: 150. CrossRef - Test anxiety and telomere length: Academic stress in adolescents may not cause rapid telomere erosion
Yaru Zou, Waiian Leong, Mingling Yao, Xuefei Hu, Sixiao Lu, Xiaowei Zhu, Lianxiang Chen, Jianjing Tong, Jingyi Shi, Eric Gilson, Jing Ye, Yiming Lu Oncotarget.2017; 8(7): 10836. CrossRef - Effects of Anger and Entrapment on Psychological Health of High School Boys: Focused on the Mediating Effects of Social Support
Sun Yi Yang, Yun Hee Oh Child Health Nursing Research.2017; 23(4): 429. CrossRef - Factors Influencing Emotional and Behavioral Characteristics of High School Students
Kyoung Sun Park, Gyu Young Lee Journal of the Korean Society of School Health.2014; 27(2): 109. CrossRef - Depression, anxiety, and suicidal ideation among Vietnamese secondary school students and proposed solutions: a cross-sectional study
Dat Tan Nguyen, Christine Dedding, Tam Thi Pham, Pamela Wright, Joske Bunders BMC Public Health.2013;[Epub] CrossRef - Risk factors of heavy episodic drinking among Korean adolescents
S. S. Chung, K. H. Joung Journal of Psychiatric and Mental Health Nursing.2013; 20(8): 665. CrossRef - Relationships among Daily Hassles, Social Support, Entrapment and Mental Health Status by Gender in University Students
Suk-Hee Cheon Korean Journal of Women Health Nursing.2012; 18(3): 223. CrossRef - Effects of Adolescent Temperament and Parent-child Attachment on Depression
So-Youn Yim, Myoung-Ok Chae, Ja-Hyung Lee Journal of Korean Academy of Child Health Nursing.2012; 18(4): 207. CrossRef
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Prediction Model on Mental Health Status in Middle-aged Women of an Urban Area
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Pyong Sook Lee, Jung Nam Sohn, Yong Mi Lee, Hyun Cheol Kang
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Journal of Korean Academy of Nursing 2005;35(2):239-251. Published online March 28, 2017
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DOI: https://doi.org/10.4040/jkan.2005.35.2.239
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Abstract
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Purpose
This study was designed to construct a structural model for explaining mental health status in middle - aged women.
Methods
The data was collected by self - reported questionnaires from 206 middle - aged women in Seoul. Data analysis was done with the SAS pc program for descriptive statistics and a PC - LISREL Program for finding the best fit model which assumes causal relationships among variables.
Results
The overall fit of the hypothetical model to the data was good, but paths and variables of the model were modified by considering theoretical implications and statistical significances of parameter estimates. Thus it was modified by excluding 3 paths. The modified model showed was good fit to the data(χ2=177.55, p=.00), GFI=0.908, AGFI=0.860, RMR=0.013, NFI=0.972, NNFI=0.982). Perceived stress, anger expression method, and self -esteem were found to have direct effects on mental health status in middle - aged women. These predictive variables of mental health status explained 66.6% of the model.
Conclusion
Programs to enhance mental health status in middle - aged women should include stress management skill, anger expression skill, and self-esteem enhancement skills to be effective.
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Citations
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- The Effects of Laughter Therapy on Anger, Anger Expressions and Mental Status After Oil Spill in Victimized Community Residence
Yong Mi Lee, Jung Nam Sohn Journal of Korean Academy of Psychiatric and Mental Health Nursing.2010; 19(2): 186. CrossRef - Anger Expression Type and Mental Health in Middle Aged Women
Il-Rim Choi Journal of Korean Academy of Nursing.2009; 39(4): 602. CrossRef
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Assessing Decisional Balance toward Mammography Screening in Korean Women
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Young Joo Park, Sung Ok Chang, Hyun Cheol Kang
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Journal of Korean Academy of Nursing 2001;31(7):1174-1180. Published online March 29, 2017
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DOI: https://doi.org/10.4040/jkan.2001.31.7.1174
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Abstract
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This cross-sectional survey was carried out to assess the decisional balance of Korean women toward mammography screening. A sample of 1, 903 naturally postmenopausal women was selected from the community-based social groups in town or city hall auxiliaries in seven metropolitan areas and six provinces in Korea. The classification of women according to the stage of adoption of mammography was 54.9% in pre-contemplation, 31.9% in contemplation, 7.8% in action, and 5.5% in maintenance. The mean differences of pros, cons, and the decisional balance by the stage of mammography adoption were statistically significant. There were significant mean differences between the stages of adoption according to a woman's experience with and intention for mammography and the pros score, the cons score, and the decisional balance score. Results provide the empirical evidence for the Transtheoretical model. An association between stages of mammography adoption and decisional balance
exists.
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- Analyzing paths from online health information seeking to colorectal cancer screening using health literacy skills frame and cognitive mediation model
Seok Won Jin, Yeonggeul Lee, David A. Dia Patient Education and Counseling.2019; 102(3): 416. CrossRef
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Sexual Behavior and Related Factors of Coitus of Teenage Girls in Korea
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Soon Bok Chang, Soyaja Kim, In Young Han, Young Ju Park, Hyun Cheol Kang, Sun Kyoung Lee
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Journal of Korean Academy of Nursing 2001;31(5):921-931. Published online March 29, 2017
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DOI: https://doi.org/10.4040/jkan.2001.31.5.921
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Abstract
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PURPOSE: The purpose of this study was to investigate the rate of pregnancy, abortion, delivery and contraceptive use and the relationship between the related factors and the early coitus among Korean teenagers. METHOD The subjects of this study were 12,733 teenagers age 13-19 years in 7 major cities and 9 provinces in Korea. Data was collected from 2 Oct., to 28 Oct., 2000 and analyzed by using SPSS 10.0 Program. RESULTS The results showed pregnancy rate 4.5%, delivery rate 0.5%, abortion rate 0.4%. Adolescent girls who experienced coitus relatively went to vocational school, coeduaction school, night school in the general characteristics (p=0.000). Adolescent girls who experienced coitus tend to go to video room (18.5%), go the singing room (60.7%), the bar (54.8%), petting with the partner during the dates. There were overlapping juvenile delinquencies such as drinking (89.2%), pornography (65.3%), bond inhalation (2.7%), leaving homes (43.7%), smoking (14.5%), cyber sex (70.8%), phone sex (12.9%). Adolescent girls who experienced coitus were more suffering from Wangtta (26.1%) than who had not. They showed significant positive attitudes toward coitus; such as feeling of excitement (6.6%), nature (37.9%), beauty (8.7%). On the other hand, they had more guilty (2.8%) than the inexperienced (p=0.000). The main factors relating to early coitus were 'to confirm love' (46.9%), 'afraid of rejection' (32.2%). They think the benefits of coitus were 'more intimacy with boyfriends' (20.6%), 'satisfaction of curiosity' (16.8%). The losses on coitus were 'worry about pregnancy' (73.7%) and 'unability to refuse sexual contacts' (28.7%) CONCLUSION It could be concluded that it is necessary to plan different sex education programs according to general characteristics and delinquency behaviors of teenage girls in Korea.
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Citations
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- Predictors of the Timing of Sexual Intercourse Initiation among Adolescents in South Korea
Jung Hee Yeo, Hyunjeong Park, Eun-Young Kim Journal of Community Health.2019; 44(3): 580. CrossRef - Effects of Drinking, Smoking and Drug Use Experience on Adolescents’ Sexual Intercourse: Using the Data of the Korea Youth Risk Behavior Web-based Survey from 2010 to 2014
Eunyoung Pyo, Jiyeon An, Jinok Jeong, Yunjeong Yi Journal of the Korean Society of School Health.2016; 29(3): 299. CrossRef - Correlation between History of Exposure to Obscene Material, Sexual Attitudes and Intercourse Experience among University Students
Eun Man Kim, Su Jeong Yu, Mi Ryeong Song Journal of Korean Academy of Fundamentals of Nursing.2013; 20(1): 18. CrossRef - Differences in Sexual Knowledge, Attitudes and Perspectives of Sexual Value of Female Students as Related to Sexual Characteristics
Myung-Suk Koh, Jung-Won Suk Journal of Korean Academy of Child Health Nursing.2011; 17(3): 153. CrossRef - SEM Analysis of Sexual Development and Potential Delinquency in Youth
Mi Sihn, Mee-Sook Yoo Korean Journal of Child Studies.2011; 32(3): 91. CrossRef - Relationship between Sex Role Identity Type, Sexual Consciousness, Sexual Behaviors and Sexual Impulse of University Students
Mi-Hae Sung Korean Journal of Women Health Nursing.2009; 15(1): 73. CrossRef - Predictors of Sexual Intercourse Among Korean Adolescents
Eunjung Ryu, Kyunghee Kim, Hyejin Kwon Journal of School Health.2007; 77(9): 615. CrossRef - Postnatal Depression: A Korean Perspective
Jihyeon Kim, Anne Buist Australasian Psychiatry.2005; 13(1): 68. CrossRef
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