• Title/Summary/Keyword: Cross-sectional Data Analysis

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Association of Sleep Duration and Quality of Sleep with Depression in Middle School Students: Based on the Korean Children and Youth Panel Survey (중학교 청소년의 수면시간과 수면의 질이 우울에 미치는 영향: 한국아동·청소년패널조사를 중심으로)

  • Yun, Hyun Jung
    • Journal of Home Health Care Nursing
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    • v.27 no.2
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    • pp.189-197
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    • 2020
  • Purpose: The purpose of this study was to examine the relationship between sleep duration, quality of sleep and depression, and to identify the factors associated with depression in middle school students. Methods: This study used a cross-sectional design with secondary data, middle school student panel data from the Korean Children and Youth Panel Survey (2018), and data from a total of 2,590 students was used for analysis. For the statistical analysis, t-test, ANOVA, and hierarchical multiple regression were performed using SPSS ver. 26. Results: The mean depression score in adolescents was 17.99±6.38. Depression had significant differences according to sleep duration and quality. Adolescents with less than eight hours of sleep showed the highest depression, and poor sleepers showed higher depression scores than good sleepers. Gender, school achievement, school satisfaction, economic status, and exercise time were found to significantly relate to depression. After controlling for general characteristics, depression explained 17.2% of the variance in quality of sleep (β=-.15, p<.001) and sleep duration (β=-.04, p=.022). Conclusion: These findings indicate that it is necessary to develop intervention strategies to enhance the quality of sleep and appropriate sleep duration for preventing depression in adolescents.

The Effects of Health Promotion Behavior on Spiritual Well-Bing -Mediating Effect of Decision Making Ability-

  • Kim, Jungae;Sun, Sangouk
    • International Journal of Advanced Culture Technology
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    • v.7 no.2
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    • pp.158-167
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    • 2019
  • The purpose of this study was to investigate the effect of Health Promotion Behavior on Spiritual well-being through decision making ability. The data for the study were collected from April 1 to 15, 2019 and the final data used in this study were 332. The research method was cross-sectional questionnaire survey. The collected data was analyzed by descriptive statistics, t-test, ANOVA, $X^2$ analysis, multiple regressions and median effect analysis using SPSS 18.0. Among the participants of this study, 18.1% of men and 81.9% of women were female. The results of this study appeared that the differences in sub-factors of health promotion behaviors by gender were higher in female in health responsibility, substance abuse, social relationship, and self-actualization (p<0.01), while men were higher in exercise than women (p<0.05). Differences in sub-factors of health promotion behaviors by gender were higher in female in health responsibility, substance abuse, social relationship, and self-actualization (p<0.01), while men were higher in exercise than women (p<0.05). Decision making (t=4.899, p<0.01), Health responsibility (t=-1.990, p<0.05), Substance abuse (t=7.344, p<0.01), Exercise (t=7.344, p<0.01), and Self-actualization (t=7.619, p<0.01) were appeared to affect Spiritual Well-Being under statistical significance. Also Decision Making Ability had a partial mediating role in health responsibility and social relationship, which were sub-factors of health promotion behavior, affecting spiritual Well-Being.

The Relationship between Social Capital and Self-rated Health in Korean Adolescents: Mediating Effects of Resilience (청소년의 사회적 자본과 주관적 건강수준의 관계: 탄력성의 매개효과)

  • Kim, Ji Hye;Tak, Young Ran
    • Journal of the Korean Society of School Health
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    • v.32 no.1
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    • pp.41-49
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    • 2019
  • Purpose: The purpose of the this study was to examine the mediating effect of resilience on the relationship between social capital - family, school, and community - and self-rated health in adolescents. Methods: The study is a secondary data analysis based on a cross-sectional design, using the data of 2016 Korean Children and Youth Panel Survey (KCYPS). The study analyzed the data of 2,001 adolescents by descriptive analysis, t-test, ANOVA, Pearson's correlation coefficients and structural equation modeling, using the SPSS and AMOS program. Results: The model's fit was adequate ($x^2/df=4.51$, CFI=.98, RMSEA=.04, SRMR=.02). The adolescents' social capital - family, school and community - had direct effects on their self-rated health. Resilience was found to play a partially mediating role in accounting for self-rated health. Conclusion: Resilience partially mediated the relationship between social capital and self-rated health in adolescents. Based on the results of this study, nursing strategies to build and strengthen social capital at the family, school and community level and to promote resilience are needed to improve the health of adolescents.

Mediation Effects of Academic Self-efficacy on the Relationship between Self-determination and Self-directed Learning in Nursing Students (간호대학생의 자기결정성이 자기주도학습능력에 미치는 영향: 학업적 자기효능감의 매개효과를 중심으로)

  • Han, Mi Ra;Ryu, Jeong Lim;Kim, Shin Hee
    • The Journal of Korean Society for School & Community Health Education
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    • v.23 no.2
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    • pp.39-50
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    • 2022
  • Objectives: This study aimed to confirm the association between self-determination and self-directed learning among Korean nursing students, as well as the mediating effect of academic self-efficacy. Methods: Data from 139 nurse students were surveyed in this descriptive cross-sectional study. They were collected from Oct 1 to 30, 2020, using self-report questionnaires. The collected data were analyzed using descriptive statistics, independent t-test, one-way analysis of variance, Scheffé test, Pearson's correlation coefficient analysis, and mediated model for PROCESS macro using the SPSS/WIN 24.0. Results: Self-directed learning was positively associated with self-determination (r=.56, p<.001) and academic self-efficacy (r=.63, p<.001). Furthermore, academic self-efficacy had a mediating effect on the relationship between self-determination and self-directed learning (B=0.21, 95% CI=0.12~0.32). Conclusion: The impact of self-determination on the self-directed learning among nursing students was mediated by academic self-efficacy. Therefore, these results provide important data for future self-directed learning in nursing education.

The relationship between dementia-related knowledge and attitude in people in their 20s and 60s

  • Kim, Jungae
    • International Journal of Advanced Culture Technology
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    • v.10 no.2
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    • pp.34-42
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    • 2022
  • This study is a cross-sectional survey study aimed at collecting basic data for the development of a program to cultivate a positive attitude toward dementia among people caring for dementia patients. For this study, data were collected from March 1 to March 7, 2022 as a structured questionnaire, and 232 study participants were in their 20s to 60s. The collected data were derived from chi-square test, t-test, and simple regression analysis using the spss 18.0 program. As a result of the analysis, women had higher treatment knowledge for dementia than men, men had higher attitudes toward dementia than women (p<0.01), and people living with dementia patients had higher attitudes than those who gave birth (p<0.01). Attitudes toward dementia were more positive in the family than those with dementia patients (p<0.01). Dementia-related knowledge consists of disease knowledge, treatment knowledge, and nursing knowledge, of which only positive dementia attitude affects dementia treatment knowledge (t=5.29, p<0.01). Based on these results, it is suggested that the provision of accurate knowledge about dementia treatment should be planned first as a nursing program for dementia patients.

Effect on Preference of Clinical Practice Subjects

  • Jungae Kim
    • International Journal of Advanced Culture Technology
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    • v.11 no.1
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    • pp.27-35
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    • 2023
  • This study was a cross-sectional descriptive survey study that confirms the effect on subjects that prefer clinical practice in order to prepare basic data for efficient clinical practice guidance for nursing college students. The study participants were 201 students attending C University, and the data collection period was from October 1 to October 15, 2022. The collected data were analyzed using SPSS 18.0 as descriptive statistics, Pearson correlation, Chi square test, ANOVA test, and Multiple regression test. As a result of the analysis, it was found that clinical decision-making and critical thinking were correlated under the statistical significance level (r=.730, p<0.01). The most favorite clinical practice department was community nursing, and male students preferred community nursing the most (Male=45.6%, χ2=.000), female students were found to prefer similar levels of practical subjects with child nursing , adult nursing, and maternal nursing(χ2=000).Clinical decision-making was found to be higher in students who preferred community nursing at a statistical significance level than those who preferred child nursing (F=4.91, p<0.01). Critical thinking was higher among students who preferred adult nursing than those who preferred other subjects (F=4.65, p<0.01). Through the analysis results, it was found that general characteristics vary, but clinical decision-making ability and critical thinking affect the preference of clinical practice subjects. Therefore, based on the results of this study, the professor of clinical practice suggests the development of a program to foster clinical decision-making and critical thinking to make students interested in clinical practice subjects.

Correlation between pre-dementia emotional control behavior and symptomes of dementia patients

  • Jungae Kim;Seok Hee Yun
    • International Journal of Advanced Culture Technology
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    • v.12 no.2
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    • pp.196-204
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    • 2024
  • This study is a cross-sectional research study that analyzed the relationship between emotional regulation behavior and knowledge related to dementia among various age groups in order to collect basic data to reveal the relationship between the characteristics of emotional regulation of dementia patients before dementia and the symptoms of rapid emotional change after dementia. Data collection was from March 1 to March 20, 2024, and a total of 223 people were voluntarily participating in the study from their 20s to 70s. The collected data were t-test, ANOVA, Pearson correlation, and regression analysis using sps 18.0. The analysis showed that people who normally act pretentiously were not related to dementia-related knowledge, but those who act honestly had an impact on dementia-related content knowledge (t=14.808, p<0.01), treatment knowledge of dementia (t=7.916, p<0.01), and knowledge of nursing dementia (t=12.453, p<0.01) under a statistical significance level. And it was found that the inner behavior of emotional regulation behavior had an effect on dementia knowledge at 49.8%, the effect on treatment knowledge was 22.1%, and the effect on nursing knowledge was 41.2%. (p<0.01). Based on the results of this study, we propose a continuous study on how emotional behavior before dementia is related to rapid emotional change behavior after dementia disease.

A Study on the Change of Employment Rates of Persons with Disabilities in 10 OECD Countries using PCSE analysis (OECD 10개국의 장애인 고용률의 변화에 대한 연구 : 패널수정 표준오차(PCSE) 분석의 활용)

  • Lee, Soo-kyung;Lee, Sun-woo
    • Korean Journal of Social Welfare Studies
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    • v.48 no.1
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    • pp.5-21
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    • 2017
  • The purpose of this study was to examine the effects of the employment policy for persons with disabilities on their employment rates. The subjects were 10 OECD counties of which policies are based on quotas or the prohibition of discrimination. The time-series data for the analysis were collected for 12 years from 2000 to 2011. A Panel-Corrected Standard Error(PCSE) analysis was conducted for the time-series cross-sectional data of this study. As a result, unemployment rates, proportions of persons with disabilities, and public expenditures on disability and sickness benefits(in % GDP) were statistically significant among control variables, while the coverages of discrimination prohibition and the types of delivery systems of vocational rehabilitation for persons with disabilities among the employment policy variables. The wider the coverages of discrimination prohibition are, the higher the employment rates of the disabled are. In addition, the employment rates of the disabled are higher in countries with specialized delivery systems for vocational rehabilitation than in countries with general delivery systems for vocational rehabilitation.

Prevalence of Hyperhomocysteinemia and Related Factors in a Community-based Health Examination Survey: A Cross-sectional Study (경기도 일개 지역사회 대표집단에서 고호모시스테인혈증의 유병률 및 관련요인에 대한 단면조사연구)

  • Kim, Soo-Jeong;Lim, Kyung-Sook;Song, Mi-Sook;Kang, Yeon-Ji;Lee, Soon-Young
    • Journal of Preventive Medicine and Public Health
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    • v.42 no.5
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    • pp.337-342
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    • 2009
  • Background : Many previous studies have shown that elevated homocysteine in the serum is a well known risk factor for cardiovascular disease and this is associated with other risk factors for cardiovascular disease, but any Korean data on this is limited. Objectives : This study aimed to calculate the prevalence of hyperhomocysteinemia and to analyze the relation between elevated homocysteine and the lifestyle factors of Korean adults. Methods : We conducted a cross-sectional survey that included 650 men and 743 women (age range, 20 to 79 years) who were residents of Gwangju City in Gyeonggi-do. These subjects participated in the health interview and examination survey from November to December 2005. The total homocysteine, total cholesterol, HDL-cholesterol, LDL-cholesterol, and triglyceride in the serum were measured. All the participants had their body composition measured such as height and weight, and we obtained health-related behavioral information through the self-entry questionnaire. Results : Very right-handed skewed distributions of homocysteine were shown in men and women. The prevalence of hyperhomocysteinemia was 22.6% in men and 13.7% in women in Gwangju city. On the multiple logistic regression analysis, hyperhomocysteinemia was associated with age (OR=1.02, 95% CI=1.01-1.04), male gender (OR=1.60, 95% CI=1.02-2.52), severe general physical activity (OR=0.32, 95% CI=0.15-0.69) and nutrient consumption (OR=0.49, 95% CI=0.31-0.76). Conclusions : There is a great prevalence of hyperhomocysteinemia in adults of Gwangju City, Korea and it was associated with both genetic factors and lifestyle risk factors. This study can suggest that comprehensive lifestyle modification is needed in order to diminish the prevalence of hyperhomocysteinemia and to prevent CVD.

Automated Derivation of Cross-sectional Numerical Information of Retaining Walls Using Point Cloud Data (점군 데이터를 활용한 옹벽의 단면 수치 정보 자동화 도출)

  • Han, Jehee;Jang, Minseo;Han, Hyungseo;Jo, Hyoungjun;Shin, Do Hyoung
    • Journal of KIBIM
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    • v.14 no.2
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    • pp.1-12
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    • 2024
  • The paper proposes a methodology that combines the Random Sample Consensus (RANSAC) algorithm and the Point Cloud Encoder-Decoder Network (PCEDNet) algorithm to automatically extract the length of infrastructure elements from point cloud data acquired through 3D LiDAR scans of retaining walls. This methodology is expected to significantly improve time and cost efficiency compared to traditional manual measurement techniques, which are crucial for the data-driven analysis required in the precision-demanding construction sector. Additionally, the extracted positional and dimensional data can contribute to enhanced accuracy and reliability in Scan-to-BIM processes. The results of this study are anticipated to provide important insights that could accelerate the digital transformation of the construction industry. This paper provides empirical data on how the integration of digital technologies can enhance efficiency and accuracy in the construction industry, and offers directions for future research and application.