• Title/Summary/Keyword: industrial statistics

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Determinants of the Elder's Life Satisfaction by Gender (성별에 따른 고령자 생활만족도 결정요인)

  • You, Sohyen;Park, Chang-Je
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.11
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    • pp.244-252
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    • 2018
  • The purpose of this study is to empirically analyse determinants of elders' life satisfaction by gender and discuss policy implications for the findings. Data was obtained from the Social Statistics Survey conducted by the Korea National Statistical Office in 2013. From this dataset, 9,456 elders aged 60 and above (4,113 male, 5,343 female) were selected for this study. Results of ordered logit analysis found differences for determinants of elders' life satisfaction by gender. Results of this study can be summarized as follows: First, age has a significant positive effect on only male elders' life satisfaction. Second, education level has a significant positive effect on both male and female elders' life satisfaction. Third, having a spouse has a significant positive effect on only male elders' life satisfaction. Fourth, household income has a significant positive effect on both male and female elders' life satisfaction. Fifth, consumption life satisfaction has a significant positive effect on both male and female elders' life satisfaction. Sixth, house ownership has a significant positive effect on both male and female elders' life satisfaction. Seventh, preparation for aging has a significant positive effect on both male and female elders' life satisfaction. Eighth, each of three types of social support has a significant positive effect on both male and female elders' life satisfaction. Ninth, cohabitation with children has a significant negative effect on both male and female elders' life satisfaction. Tenth, volunteerism has a significant positive effect on only male elders' life satisfaction. Eleventh, social group participation has a significant positive effect on both male and female elders' life satisfaction.

Physical Restraints Use and Associated Factors Among Elderly Patients in Long-term Care Hospitals (요양병원 재원 노인의 신체적 억제대 사용과 관련 요인)

  • Ko, Yeong Ju;Ha, Sun-Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.9
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    • pp.167-174
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    • 2019
  • The propose od this study was to examine the extent of using physical restraint on elderly patients (over 65 years old) and who were patients in long-term care hospitals. The data was collected, from March 3 2018 to March 29 2018, from the electronic nursing records by using a recording tool, and clinical observation was also used for assessing the use of physical restraint and the related factors. Descriptive statistics, Pearson correlation coefficients and logistic regression were then performed. The usage rate for physical restraints in long-term care hospital was 83.7%, and the most common type of physical restraint was side rails. The use of physical restraints showed a positive correlation with the fall risk scores and a negative correlation with the MMSE. Logistic regression analysis showed that the Fall Risk Score (OR=1.02, 95% CI=1.01~1.03), MMSE (OR=0.94, CI=0.88~0.99) and the use of medical devices (OR=0.80, 95% CI=0.65~0.98) were related with using physical restraints. Therefore, it was confirmed that physical restraint was used in cases of a high risk of falling, severe cognitive impairment and the use of complex and fragile medical devices to treat the patient. Clinical nursing practice should be changed so that treatment alternatives can be applied for elderly patients rather than using too many physical restraints.

A Study on the Effects of Parental Attitude Perceived by Adolescents on Self-esteem (청소년이 지각한 부모의 양육태도가 자아존중감에 미치는 영향)

  • Kim, Ki Seung;Ham, Hae-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.9
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    • pp.440-450
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    • 2019
  • This study analyzes the effects of perceived parental attitude on self-esteem in elementary and junior high school students. For this purpose, a questionnaire was given to 220 students, including 5th and 6th graders in elementary schools and 7th graders in middle schools in the Gyeonggi area. A total of 188 responses to the questionnaire were analyzed after excluding 22 responses that insincere responses or missing items. Descriptive statistics were used to investigate the general characteristics of the subjects, and a t-test, ANOVA, correlation analysis, and multiple regression analysis were performed to examine the differences in parental attitude and self-esteem according to the general characteristics of the subjects. The results showed that there is a stronger relationship for mothers between parental attitude and self-esteem perceived by children than for fathers. There were no significant differences between parental attitude and self-esteem according to the grade of the children. Among the subfactors of parental attitude, affectionate attitude and overprotective attitude were found to have a positive effect on self-esteem. In particular, an affectionate attitude among fathers had a positive effect on the self-esteem of children.

Analysis of Gender Differences in Job Engagement among Working Adolescents (근로청소년의 직무열의에 관한 성별 차이 분석)

  • Song, Ji-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.9
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    • pp.495-503
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    • 2019
  • The purpose of this study was to investigate the general characteristics, work overload, work life balance, job engagement of working adolescents and the factors affecting job engagement. We examined 1,772 working adolescents under the age of 24 years in response to the fifth Korean Working Conditions Survey. Technical statistics, t-test, ANOVA, and regression analysis were used. The study results showed that men had high-level job engagement when they were professional, self-employed, 41-52 hours per week, and never experienced employment discrimination. For women, job engagement was high if they were under 19 years of age, college graduates, professions, temporary work, 41-52 hours a week, and had never experienced gender discrimination, and employment discrimination. In addition, the job engagement of both men and women was higher when work overload was less and work life balance was good. This study is meaningful in that it examined the job engagement of working youth by using the Korean Working Conditions Survey representative of Korean workers. However, it has limitations in that it does not take into account specific circumstances such as academic status or military service. Based on the study results, it can be used as basic data for developing educational programs to manage job engagement and understanding of working adolescents.

Development of Design Space Exploration for Warship using the Concept of Negative Design (네거티브 설계 개념을 이용한 함정 설계영역탐색법 개발)

  • Park, Jin-Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.9
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    • pp.412-419
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    • 2019
  • Negative space in the discipline of art defines the space around and between the subject of an image. The use of negative space is an element of artistic composition, since it is occasionally used to artistic effect as the "real" subject of an image. In painting, it is a technique that negatively touches the background of an object to be expressed, so that it gives a feeling of unique texture and silhouette by touching unnecessary parts while leaving necessary parts. As in art, negative space in a design can also be useful to identify an image of infeasible design ranges with a straightforward view. Similarity between two disciplines leads to the introduction of the negative space concept for design space exploration. A rough design space exploration using statistics and visual analytics may support more efficient decision-making, and can provide meaningful insights into the direction of early-phase system design. For this, the approach guarantees dynamic interactions between visualized information and human cognitive systems. Visual analytics is useful to summarize complex and large-scale data. It is useful for identifying feasible design spaces, as well as for avoiding infeasible spaces or highly risky spaces. This paper investigates the possible use of the negative space concept by using an application example.

A Study on the Influence Factors of Health Promotion Behavior of Examinees Preparing for The Civil-Service Examination (공무원시험 준비 수험생들의 건강증진행위 영향요인에 관한 연구)

  • Kim, Yun-Su;Lee, Yu-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.275-284
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    • 2019
  • This study was conducted to evaluate the health promotion behavior level, health beliefs, and self-efficacy of individuals preparing for civil service examinations, as well as the main factors that influence their health promotion behavior. The study subjects were 290 individuals who were preparing for civil service examinations in Noryangjin, where there are a lot of private institutions that provide training for the examinations. Data were collected by questionnaire surveys conducted from December 1 to 19, 2017. With the use of SPSS ver. 23, descriptive statistics, t-tests, one-way ANOVA, correlation analysis, and stepwise multiple regression were conducted. On average, the score for health promotion behavior practice was $2.37{\pm}0.45points$, health beliefs $3.13{\pm}0.45points$, and self-efficacy $3.55{\pm}0.74points$. Health promotion behavior was significantly positively correlated with perceived severity and perceived benefits, which are sub factors of health beliefs (r=.60, p<.001; r=.55, p<.001), while it was significantly negatively correlated with perceived barriers, which are a sub factor of health beliefs (r=.32, p<.001). The factors that influenced health promotion behavior were perceived health condition and perceived barriers, and the explanatory power of health promotion behavior was 25.1% (F=13.58, p<.001). In general, respondents studied for the examinations for a long time and were under severe job pressure; accordingly, they need to have quality meals, regular exercise, and regular medical check-ups to enhance health promotion behavior to control their stress.

Mediating Effect of Career Preparation Behavior on Nursing Professionalism Related Factors of Nursing Students (간호대학생들의 간호전문직관 관련요인에서 진로준비행동의 매개효과)

  • Park, Hee-Sook;Choi, Dong-Sook;Kim, Hyo-Chun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.93-101
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    • 2019
  • This study was conducted to investigate the mediating effects of career preparation behavior on nursing professionalism related factors of nursing students. The subjects were 265 students in the first, second, third, and fourth grades of nursing schools in the Gyeongbuk area. Data were collected from May 7, 2018 to May 25, 2018 using structured questionnaires. Data were analyzed by t-tests, ANOVA, Pearson's correlation, and multiple regression analysis based on descriptive statistics (frequency, percentage, mean, standard deviation) using the SPSS 22.0 program. The results of this study showed that career identity and career attitude maturity have a partial mediation effect on career preparation behavior in relation to nursing professionalism. Career attitude maturity (${\beta}=.38$), career identity (${\beta}=.17$), and career preparation behavior (${\beta}=.14$) were significant factors affecting nursing professionalism and the explanatory power of these variables was 19%. Therefore, it is necessary to develop and apply educational methods to improve career preparation behaviors and enhance professionalism of nursing students. In addition, there is a need for follow-up research on the structural relationship between career preparation behaviors, which are concrete and practical actions related to nurse's careers, and how they affect other career-related variables.

Evaluation of Prevention System of Falls and Committing Suicide with Application Technology of Rollinder System (추락 및 투신자살 방지시스템의 조사 및 Rollinder System 적용기술)

  • Park, Sea-Man;Baek, Chung-Hyun;Choi, Byong-Jeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.591-598
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    • 2019
  • The statistics of committing suicide in S. Korea is ranked in top with serious attempts of falling among OECD countries since 2003. The rates is slightly dropped by 5 percent point, nevertheless the falling is still high for the age of over 10 years old and this matter must be solved. Most of the case of suicides are the falling based on a trend view of falling which is serious matter and cannot be solved easily for both domestic and foreign countries. For example, the steel net of falling prevent was installed in the Golden Gate Bridge costed by 200 million-dollar. In New Zealand, the steel net of falling prevention had been removed and re-installed beccause of the high suicide rates. Canada and Australia also surrounded the bridge with steel fences to prevent suicide without consideration of the beauty of bridge. Therefore, this paper suggested a comparison study on both falling prevention systems in all countries and patent technologies. Also, it covers the blocking skills of approach in both security and limited area. This paper suggested the technical Rollinder system equipped with the mechanical apprentice to prevent effectively the falling sucides and wall passing. Before the installation of Rollinder System by 2016, there were 33 person who tried to fall in the river in Machang Bridge. However, the number of the committing suicides were dramatically reduced to zero after the installation of the system.

A Study on the Development of Readmission Predictive Model (재입원 예측 모형 개발에 관한 연구)

  • Cho, Yun-Jung;Kim, Yoo-Mi;Han, Seung-Woo;Choe, Jun-Yeong;Baek, Seol-Gyeong;Kang, Sung-Hong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.4
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    • pp.435-447
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    • 2019
  • In order to prevent unnecessary re-admission, it is necessary to intensively manage the groups with high probability of re-admission. For this, it is necessary to develop a re-admission prediction model. Two - year discharge summary data of one university hospital were collected from 2016 to 2017 to develop a predictive model of re-admission. In this case, the re-admitted patients were defined as those who were discharged more than once during the study period. We conducted descriptive statistics and crosstab analysis to identify the characteristics of rehospitalized patients. The re-admission prediction model was developed using logistic regression, neural network, and decision tree. AUC (Area Under Curve) was used for model evaluation. The logistic regression model was selected as the final re-admission predictive model because the AUC was the best at 0.81. The main variables affecting the selected rehospitalization in the logistic regression model were Residental regions, Age, CCS, Charlson Index Score, Discharge Dept., Via ER, LOS, Operation, Sex, Total payment, and Insurance. The model developed in this study was limited to generalization because it was two years data of one hospital. It is necessary to develop a model that can collect and generalize long-term data from various hospitals in the future. Furthermore, it is necessary to develop a model that can predict the re-admission that was not planned.

Influences of Information Media of Patient Safety Incident on Nursing Students' Knowledge, Perception, and Confidence in Performance toward Patient Safety (환자안전사고 정보매체가 간호대학생의 환자안전에 대한 지식, 인식, 수행자신감에 미치는 영향)

  • Cheon, Eui Young;Yoo, Jang Hak;Kim, Haejin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.12
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    • pp.374-382
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    • 2018
  • The aim of this study was to identify how information media about patient safety incidents influences nursing students' knowledge, perception, and confidence in performance toward patient safety. A total of 337 nursing students agreed to participate in this study. Data were collected from the participants between June 4 and June 12, 2018. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, and Pearson's correlation coefficient with SPSS 21.0. Participants' scores for knowledge, perception, and performance confidence toward patient safety were $6.43{\pm}1.92$, $41.02{\pm}4.35$, and $39.61{\pm}5.89$, respectively. Patient safety knowledge was significantly different according to age, grade, and patient safety education experience. Patient safety perception was significantly different according to satisfaction with the major, patient safety performance confidence showed statistically significant differences according to grade, patient safety education experience, and major satisfaction. Information media exposure to patient safety incidents on TV and knowledge (r=.32, p<.000) and performance confidence (r=.21, p<.000) toward patient safety had positive correlations. Information media exposure to patient safety incidents on the internet and knowledge (r=.34, p<.000), perception (r=.12, p=.028), and performance confidence (r=.24, p<.000) toward patient safety also had positive correlations. This study provides basic data for nursing education and program development for patient safety management.