• Title/Summary/Keyword: higher-order statistics

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Factors related to Happiness of Male and Female Individuals in One-Person Households: Using the 2017 Community Health Survey (1인 가구 남성과 여성의 행복감 관련 요인: 2017년 지역사회건강조사 자료 활용)

  • Kim, Kyung Sook
    • The Journal of Korean Society for School & Community Health Education
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    • v.20 no.2
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    • pp.109-124
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    • 2019
  • Purpose: The purpose of this study was to compare the happiness level of one-person households according to gender in Korea and identify factors influencing householders' happiness. Methods: This was a descriptive correlational study design using the 2017 Community Health Survey data. The participants were 8,724 male and 16,810 female individuals in one-person households. Complex samples descriptive statistics, cross analysis, general linear model, and multi-order regression were conducted to identify the health status, health behavior, and factors influencing happiness. Results: The mean score of happiness was higher in female than male individuals. The main factors of happiness of male householders were suicide thought experience, subjective health level, and experience of having necessary medical services. The main factors of happiness of female householders were suicide thought experience, household income, depression experience. Conclusion: It is necessary to develop and implement nursing interventions and policies according to priorities for the happiness of one-person householders.

Influencing factors on Moral Distress in Long-term Care Hospital and Facility Nurses

  • Kim, Hyun Sook;Yu, Sujeong;Lim, Kyung Choon
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.5
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    • pp.121-130
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    • 2019
  • The purpose of this study was to explore the level of the moral distress for nurses working in long-term care hospitals or nursing homes, and identify factors that influence the moral distress. Data were collected through self-reported questionnaires including the Korean version of Moral Distress Scale-Revised (KMDS-R), Jefferson Empathy Scale for Health professionals (K-JSE-HP), Moral Sensitivity Questionnaire (K-MSQ), and the Hospital Ethical Climate Survey (HECS). A total of 194 nurses from 11 long-term care hospitals or 27 nursing homes completed the structured questionnaires. Data were analyzed using IBM SPSS Statistics version 25. As results, the mean score for moral distress was $73.81{\pm}51.29$ in this study. The moral distress of nurses working at nursing homes was higher than that of nurses working in long-term care hospitals. Among the sub-factors of moral distress, the 'futile care' was the highest score and the 'limit to claim the ethical issue' was the lowest. The main factor affecting moral distress among nurses in this study was the ethical climate of organization. In this paper, we propose that in order to effectively reduce the moral distress of nurses working in a long-term care hospital or a nursing home, it is more impactful to address structural issues related to the caregiver workplace than to adjust individual factors.

Factors affecting Unintentional Injuries at School: Focused on Violence (학교 내 손상에 미치는 영향 요인: 학교 폭력 경험을 중심으로)

  • Kwon, Min;Nam, Eunjeong;Lee, Jinhwa
    • Journal of the Korean Society of School Health
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    • v.33 no.3
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    • pp.139-147
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    • 2020
  • Purpose: The study aimed to identify factors affecting unintentional injuries at school focusing on violent experiences in adolescents. Methods: The study used the raw data of the Korea Youth Risk Behavior Web-based Survey (2019). A total of 60,040 students were included in the analysis. Descriptive statistics, χ2 test, and multiple logistic regression were performed, using SPSS version 25.0. General characteristics, gender, school, academic achievement, living with family, socioeconomic status, vigorous physical activity, perceived stress, sleep satisfaction, high caffeine drinking, risky alcohol drinking, smoking, sexual experience, drug use, and safety education, were adjusted for and the relationship between unintentional injuries and violence was analyzed. Results: The results showed 2.4% of the adolescents had experienced violence and 24.7% had suffered unintentional injuries. Violent experiences had a significant effect on unintentional injuries among adolescents. Injuries were 1.93 times higher among adolescents who had experienced violence. Gender, school levels, high-intensity physical activity, stress, sleep satisfaction, high caffeine drinks, dangerous drinking, drug use, and safety education were associated with unintentional injuries among adolescents. Conclusion: Adolescents at high risk of suffering violence and injuries should be identified and assessed preemptively. In addition, it is necessary to implement systematic school health-centered safety education programs in order to prevent violence and injuries.

Comparison Analysis of Machine Learning for Concrete Crack Depths Prediction Using Thermal Image and Environmental Parameters (열화상 이미지와 환경변수를 이용한 콘크리트 균열 깊이 예측 머신 러닝 분석)

  • Kim, Jihyung;Jang, Arum;Park, Min Jae;Ju, Young K.
    • Journal of Korean Association for Spatial Structures
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    • v.21 no.2
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    • pp.99-110
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    • 2021
  • This study presents the estimation of crack depth by analyzing temperatures extracted from thermal images and environmental parameters such as air temperature, air humidity, illumination. The statistics of all acquired features and the correlation coefficient among thermal images and environmental parameters are presented. The concrete crack depths were predicted by four different machine learning models: Multi-Layer Perceptron (MLP), Random Forest (RF), Gradient Boosting (GB), and AdaBoost (AB). The machine learning algorithms are validated by the coefficient of determination, accuracy, and Mean Absolute Percentage Error (MAPE). The AB model had a great performance among the four models due to the non-linearity of features and weak learner aggregation with weights on misclassified data. The maximum depth 11 of the base estimator in the AB model is efficient with high performance with 97.6% of accuracy and 0.07% of MAPE. Feature importances, permutation importance, and partial dependence are analyzed in the AB model. The results show that the marginal effect of air humidity, crack depth, and crack temperature in order is higher than that of the others.

Consumer awareness about mask repurchase intention during coronavirus: The case of Chinese sample

  • Cui, Yu Hua
    • Journal of the Korea Fashion and Costume Design Association
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    • v.23 no.2
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    • pp.93-104
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    • 2021
  • The worldwide coronavirus pandemic has brought to light the importance of having a reliable supply of masks for each person. This study aims to understand the effect of personal awareness (including community, others', and safety awareness) on consumption conformity and the repurchase intention of masks. The research method used the SPSS 22.0 and AMOS 22.0 statistical systems to analyze descriptive statistics in terms of reliability, validity, structural equation modeling, and moderated regression analysis. A total of 272 Chinese participants were recruited via an online survey website (www.sojump.com) from May 1 to May 14, 2020. Findings indicated that mask users' awareness can be categorized into three distinct types: community, others', and safety awareness. The more community and safety awareness is perceived, the higher the level of consumption conformity. In contrast, others' has no statistical effect on consumption conformity or repurchase intention. The positive influence of consumption conformity on the repurchase intention of masks is also weaker than price perception. However, another moderating variable, mask quality, has no moderating effect. The results of this study can help mask manufacturers and distributors retain their customers, resulting in reasonable protective measures while maintaining market order. Theoretical and managerial implications for mask suppliers are also provided.

Health Personnel's Knowledge, Attitudes, and Self-Efficacy Related to Providing Palliative Care in Persons with Chronic Diseases

  • Cha, EunSeok;Lee, Sojung;Lee, Jooseon;Lee, Insil
    • Journal of Hospice and Palliative Care
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    • v.23 no.4
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    • pp.198-211
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    • 2020
  • Purpose: The purpose of this study was to examine the relationships of knowledge, attitudes, and self-efficacy related to palliative care among health care providers (doctors and nurses) in order to provide a basis to develop a training program for health care providers. Methods: A correlational and descriptive study design was used. Participants were recruited from a university-affiliated hospital located in Daejeon and an e-nurse community. After IRB approval, data were collected from July 12, 2018, to September 30, 2018. A total of 169 responses were finally analyzed using version SPSS 24. The data were analyzed in terms of descriptive statistics (frequency and percentage or mean and standard deviation, as appropriate), the t-test, analysis of variance (with the Duncan post hoc test), and Pearson correlation coefficients. Results: Knowledge, attitudes, and self-efficacy were significantly higher in those who had received palliative care training or had been exposed to awareness-raising initiatives. There were positive relationships among knowledge, attitudes, and self-efficacy, with small to moderate effect sizes. Conclusion: Palliative care training for health care professionals is necessary to meet patients' needs. Such programs should take into account not only knowledge about palliative care, but also ways to improve empathy and resolve ethical dilemmas. Interprofessional training would be an excellent option to share therapeutic goals and develop communication skills among multidisciplinary team members.

The Effects of College Students' Dual Use of Electronic Cigarette and Conventional Cigarette on Depression (대학생 중복흡연이 우울에 미치는 영향)

  • Kim, Hee Jin;Lee, Bokim;Song, Min Kyung;Lee, Jinhwa
    • Research in Community and Public Health Nursing
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    • v.32 no.2
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    • pp.186-194
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    • 2021
  • Purpose: This study was conducted to find out the association between dual-use of the electronic cigarette (EC) and conventional cigarette (CC) and depression among undergraduate students. Methods: The participants of this study were 225 undergraduate students who were attending two universities located in Ulsan metropolitan city. Descriptive statistics and multiple regression were conducted to analyze the data. Results: Nicotine dependence and depression were significantly higher in the dual-use group than in the single-use group. Dual-use of the EC and CC was significantly associated with depression among undergraduate students. In addition, quality of sleep was significantly associated with depression among undergraduate students. Conclusion: In order to prevent depression among undergraduate students, it is necessary to improve the awareness of the danger of dual use of the EC and CC.

Factors Affecting the Role of Nurses Related to Withdrawing Life-sustaining Treatment in a General Hospital (종합병원 간호사의 연명의료중단 역할인식 영향요인)

  • Jo, Jae Jung;Lee, Jia
    • Journal of East-West Nursing Research
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    • v.28 no.2
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    • pp.142-150
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    • 2022
  • Purpose: The purpose of this study is to identify the factors affecting the role of nurses with regard to the perception of good death, knowledge of advance directives, and stress and attitude toward withdrawing life-sustaining treatment. Methods: Data were collected from 102 nurses working at a general hospital. Data were analyzed by descriptive statistics, independent t-test, one-way ANOVA, Scheffé test, Pearson correlation coefficient, and multiple linear regression using the SPSS 28.0.1.0 program. Results: Educational level (β=.37, p=.001 for bachelor; β=.33, p=.005 for master or higher) and good death perception (β=.22, p=.024) were significant factors of the role of nurses associated with withdrawing life-sustaining treatment. Conclusion: Based on the result of this study, information about awareness of good death should be included in development of an educational program in order to strengthen the role of nurses in withdrawing life-sustaining treatment of patients.

Factors influencing the transition shock of dental hygienists - focusing on the new dental hygienist - (치과위생사의 전환충격 영향요인 - 신규치과위생사를 중심으로 -)

  • Min-Ji Kim;Sang-Eun Moon
    • Journal of Korean society of Dental Hygiene
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    • v.23 no.4
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    • pp.251-260
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    • 2023
  • Objectives: This study aimed to provide basic data for the development of clinical practice-related education program by analyzing the effects of grit, job satisfaction, and retention intention on transition shock of new dental hygienists. Methods: From April 19 to July 4, 2022, the data was collected from 200 new dental hygienists working for dental hospitals/clinics. Using the SPSS Statistics ver. 22.0, this study was conducted the t-test, one-way ANOVA, Pearson's correlation analysis, and multiple regression analysis. Results: There were positive correlations between grit, job satisfaction, and retention intention, a negative correlation between grit and transition shock, a positive correlation between job satisfaction and retention intention, a negative correlation between job satisfaction and transition shock. and a negative correlation between retention intention and transition shock. As the factors affecting transition shock, lower pay and main performance of medical cooperation work increased transition shock. When job satisfaction and retention intention were higher, transition shock decreased. Conclusions: In order to reduce transition shock of new dental hygienists, it would be necessary to operate clinical practice-related training program, and also to establish a training environment similar to the clinical site/context/situation similar to clinical context/situation.

Analysis of LCOE for Korean and Foreign Onshore Wind Turbines in Operation in Korea (국내에서 운영 중인 국산과 외국산 육상풍력발전기의 발전원가 분석)

  • Keon-Woo Lee;Kyung-Nam Ko
    • Journal of Wind Energy
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    • v.14 no.3
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    • pp.54-60
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    • 2023
  • In order to reveal the levelized cost of energy (LCOE) of Korean and foreign wind turbines, a study was conducted for Korean onshore wind farms. Actual CapEx and OpEx data were obtained from audit reports for 26 onshore wind farms corresponding to 53.87 percent of the total onshore wind farms in Korea in the Data Analysis, Retrieval Transfer (DART) system. In addition, capacity factor (CF) data were calculated from data provided by Statistics Korea. Random numbers were generated from distributions that were fitted by the datasets, which were used as input data to perform a Monte Carlo simulation (MCS). The levelized fixed cost (LFC) and the levelized variable cost (LVC) were calculated from distributions of the CapEx, the OpEx and the CF. As a result, the LCOEs of the analyzed total Korean wind farms, and Korean and foreign wind turbines were 147, 148, and 146 USD/MWh, respectively. The averaged LCOE of Korea was estimated to be 4 USD/MWh lower than that of Japan, while it was much higher than German and global averages.