• Title/Summary/Keyword: multiple regressions

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Factors Associated with the Non-Use of Beneficiaries of Long-Term Care Insurance Service: The Case of Jeollanam-do Province (노인장기요양보험 인정자의 미이용 관련요인 분석: 전남지역을 대상으로)

  • Kuk, Kyung-Nam;Kim, Roeul;Lim, Seungji;Park, Chong-Yon;Kim, Jaeyeun;Chung, Woojin
    • Health Policy and Management
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    • v.24 no.4
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    • pp.349-356
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    • 2014
  • Background: This study aimed to explore factors associated with the non-use of beneficiaries of long-term care insurance services for the elderly in Jeollanam-do Province by analyzing a dataset obtained from National Health Insurance Service. Methods: The study sample consists of 1,663 individuals who were evaluated as eligible for long-term care insurance services in Jeollanam-do Province during the period of July 1, 2008 through June 30, 2009. As a dependent variable, the non-use of the service was defined as one when a beneficiary had used it once or more times during one year after he or she was evaluated as eligible and as zero otherwise. A proportion analysis was conducted to describe characteristics of study sample. Chi-square tests were used to compare general characteristics between beneficiaries who had used the services and those who had not used them. Multiple logistic regressions were performed by three models including additional sets of explanatory variables such as socio-demographic characteristics, health conditions, and economic status. Results: Main results are summarized as follows. The proportion of beneficiaries who had not used the service was 14.5% of all beneficiaries. According to the results from the model using all explanatory variables, the factors associated with the non-use of the services were residence location, dwelling place, type of desired service, level of care needs, and instrumental activities of daily life limitations. Conclusion: In particular, regarding the type of desired service, the cash benefit showed a high likelihood of the non-use of the service; it had an odds ratio (OR) of 50.212 (95% confidence interval [CI], 24.00-105.04) compared with home service. In case of dwelling place, a hospital showed also a high likelihood of the non-use with an OR of 20.71 (95% CI, 10.12-42.44) compared with home.

Assessing Correlates of Physical Activity Levels in Female University Students (여자 대학생의 신체활동 정도와 관련요인)

  • Kim, Gwang Suk;Lee, Chung Yul;Kim, In Sook;Lee, Tae Hwa;Cho, Eunhee;Lee, Hyeonkyeong;Lee, Kyongeun;Kim, Sinhye;Gwon, Seok Hyun;Moon, Sun Hye;Lim, Sarah;Kim, Su Hee
    • Journal of Korean Public Health Nursing
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    • v.27 no.3
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    • pp.466-479
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    • 2013
  • Purpose: This study was conducted in order to examine the level of physical activity and influencing factors in female college students. Method: Cross-sectional survey data including physical activity, exercise self-efficacy, social influences on physical activity, and perceived health status were collected from 213 subjects. Data from 204 subjects were analyzed. Results: The mean level of physical activity was 2,750.97 MET-min/week. Physical activity showed a positive association with exercise self-efficacy as well as social influences, and a negative association with age. Stepwise multiple regressions showed that physical activity among female college students was predicted by type of leisure activity, relative health status, social influences, and age. Conclusion: The findings suggest that a program for improvement of physical activity in female college students should include interesting and dynamic leisure activities and strategies for performing together with friends should be developed.

The Influential Factors on High School Students' School Dress Code Compliance (고등학생들의 학교 외모규제 준수에 영향을 미치는 요인)

  • Lee, Jung-Hyun;Ko, Sun-Young;Lee, Yoon-Jung
    • Journal of Korean Home Economics Education Association
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    • v.24 no.1
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    • pp.49-59
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    • 2012
  • This research aimed at identifying the influential factors on high school students' dress code compliance. Specifically, the relationship between the perceived strength and importance of dress codes and dress code compliance, and the relationship between dress code compliance and creativity, self esteem, and school adaptation were examined. For this purpose, reliability tests, multiple regressions, and t-tests were conducted using the data collected from 866 male and female students from six Co-Ed high schools located in Seoul. The results are as follows. First, the more students perceived the school dress codes to be stronger and more important, they were more likely to comply to the dress codes. Second, compared to the low-compliance group, the high-compliance group had higher self-esteem and creativity. Third, compared to the low-compliance group, the high-compliance group showed better adaptation to their teachers, classes, and school rules. However, the two groups were not significantly different in terms of their adaptation to peer groups.

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Moderating Effects of Adolescents' Self-Regulatory Ability on the Relation between Experience of School Violence and Coping Behaviors (청소년의 학교폭력피해경험이 대처행동에 미치는 영향에서 자기조절능력의 조절효과)

  • Na, Hee-Jung;Jang, Yoon-Ok
    • Journal of Korean Home Economics Education Association
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    • v.25 no.1
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    • pp.137-153
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    • 2013
  • The purpose of this study was to research the influence of experienced school violence as a victim on the coping behavior of adolescents and to investigate moderating effects of self regulatory ability which are the desirable coping behaviors as protection factor for adolescents who experienced as victim by school violence. The subjects of this study were 319 students from year 1 to year 3 of total 6 middle schools who experienced school violence as a victim in Daegu and the research tool is questionnaires which are consist of general characteristics of the subjects, experience of school violence scale, self regulatory ability scale, family healthy scale and coping behavior scale. In order to analyze the data of the study, factor analysis, relational regression, linear regression analysis and moderated multiple regressions were used. The main results of this study were as following. First, there was significant correlation between the adolescents who experienced school violence, self regulatory ability and the coping behaviors. Second, adolescents who experienced school violence as victim act more aggressive coping behavior than other coping behavior. Third, while experience of school violence as victim influence adolescents' coping behaviors, it was found that self regulatory ability affect role in the regulation. cognitive self regulatory ability are in charge of controlling the aggressive coping behaviors.

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Nurses' Attitude, Subjective Norm, Perceived Behavioral Control, and Behavior Regarding Pressure Ulcer Prevention Behavior Based on Theory of Planned Behavior (계획적 행위이론에 근거한 간호사의 욕창예방에 대한 태도, 주관적 규범, 지각된 행위통제 및 욕창예방 행위에 관한 연구)

  • Park, Joon Ho;Jang, Yeonsoo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.12
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    • pp.212-223
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    • 2019
  • The purpose of this study was to investigate how attitude, subjective norm, and perceived behavioral control affect nurses' pressure ulcer (PU) prevention behavior among general hospital nurses based on the theory of planned behavior. A total of 111 nurses in four general hospitals in Korea participated in this study and replied to a survey on attitude, subjective norm, perceived behavioral control, and behavior regarding PU prevention. Data were analyzed with multiple regressions by all participants, education level, working department, and hospital size group. In all participants, the more positive attitude and the higher subjective norm, the more PU prevention behavior. However, in the group of 'more than bachelor degree' and 'tertiary hospital', the more clinical experience, the more behavior. In the group of 'surgical ward & intensive care unit', the higher attitude, the more behavior. In the group of 'more than bachelor degree', the higher subjective norm, the more behavior. Therefore, personalized and tailored intervention for nurses may be provided depending on nurses' education level, work department, and hospital size to enhance PU prevention behavior by means of improving nurses' attitude, subjective norm toward PU prevention.

Nurses Attitudes toward Death, Coping with Death and Understanding and Performance Regarding EOL Care: Focus on Nurses at ED, ICU and Oncology Department (임종 다빈도 부서 간호사의 죽음에 대한 태도 및 대처정도와 생애 말기환자 간호와의 관계 - 응급실, 중환자실, 종양내과 병동 간호사를 중심으로)

  • Seo, Min-Jeong;Kim, Jung Yeon;Kim, Sanghee;Lee, Tae Wha
    • Journal of Hospice and Palliative Care
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    • v.16 no.2
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    • pp.108-117
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    • 2013
  • Purpose: The objectives of this study were to 1) explore nurses' attitudes toward death, coping with death, understanding and performance regarding end-of-life (EOL) care, 2) describe correlations among the above factors, and 3) determine the factors affecting nurses' EOL care performance. Methods: Study participants were 187 nurses stationed at departments that post higher mortality than others such as the oncology department, intensive care unit (ICU) and emergency department (ED). Data were collected from three urban university-affiliated hospitals. Multi-dimensional measure was performed for study instruments such as "attitude toward death", "coping with death" and "understanding and performance regarding EOL care". Data were analyzed by using descriptive statistics, correlation, and multiple regressions. Results: First, nurses showed significantly different attitudes toward death by age, religion, work unit and EOL care education. Younger nurses tend to score low on the understanding of EOL care, and ED nurses' score was lower than their peers at the oncology department and ICU. Second, EOL care performance was positively correlated with attitude toward death (P<0.001), coping with death (P=0.003) and understanding of EOL care (P<0.001). Third, nurses' EOL care performance was affected by work unit (P<0.001) and understanding of EOL care (P<0.001). Conclusion: Because nurses' performance was influenced by their work unit and understanding of EOL care, they should be provided with appropriate training to improve their understanding of death and EOL care according to work unit.

The Impact of Family-Friendly Corporate Culture on Employees' Behavior (가족친화적 기업문화가 근로자의 행동에 미치는 영향)

  • Kim, Jeongwoo;Kim, Kyungmi;Park, Hyunjun
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.2
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    • pp.75-92
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    • 2018
  • This study investigates the effects of family-friendly corporate policies on employees' job satisfaction, quality of life, organizational commitment, and turnover intention. Data was collected using a self-administered questionnaire from medium sized manufacturing company during the summer of 2017 and received 295 useful responses. The data was analyzed using the multiple and simple regressions. The results showed that the effects of family-friendly corporate policies were significantly positive from the employee's perspective. The employees' awareness of the family-friendly policy was positively correlated with their job satisfaction, quality of life, and organizational commitment, but it was negatively associated with turnover intention. It should be noted that the boss' support at work showed the insignificant effect on the family friendly policy awareness and this result was very different from the previous study. The study concludes that companies as well as employees benefit from family-friendly policies. The study that in order to create a family-friendly corporate culture, the company should not only introduce the policy to employees but also provide the support and atmosphere for the employees to utilize the family-friendly policy easily, and to establish a companywide support policy, organizational practitioners should find the way family-friendly policies to be rooted in the organization.

The Impacts of Authorship on the Future Citations of Conference Articles in 'Information Science' Field (국제학술대회 논문의 인용 지수와 저자의 특성에 관한 연구 - 정보과학 분야를 중심으로 -)

  • Lee, Danielle
    • Journal of the Korean Society for Library and Information Science
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    • v.51 no.2
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    • pp.117-132
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    • 2017
  • This paper aims to explore the impacts of various authorship-related factors on future citations of conference articles in 'Information Science' discipline. A large body of bibliometric studies has suggested that the impacts of various authorship-related factors on the future citations vary by the discipline and there is no well-grounded factor that is unanimously significant across all academic fields. That is, it is necessary to separately assess the impact of authorship-related factors on 'Information Science' articles. Moreover, while a number of bibliometric studies have focused on journal articles, the exploration of conference articles has been significantly fewer. Therefore, this study, which is based on 1,957 conference articles in 'Information Science' field, examined several factors about authors and the contributions of the factors to the future citation. The sources of citation rates of conference articles were Google Scholar and Scopus. As the results, among eight factors considered in this paper, the first authors' publishing tenure and job title and the average number of publications of other authors significantly contributed to the changes of citations. However, the number of authors, the number of affiliated institues, the number of the first authors' publications and the average publishing tenure of the other authors made little contributions on citations.

The Contributing Factors to Surplus Medicine by Long-Term Users of Medical Aid in Korea (의료급여 장기이용 수급권자의 잉여약물 실태와 관련요인)

  • Shin, Sun-Mi;Kim, Eui-Sook;Lee, Hee-Woo
    • Journal of Preventive Medicine and Public Health
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    • v.42 no.6
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    • pp.403-407
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    • 2009
  • Objectives : The amount of medical utilization by Medical Aid recipients was 3.7 times that of patients with Korean Medical Insurance. This study aims to describe the surplus medicine and the medication-related utilization, and to determine factors contributing to surplus medicine. Methods : Among those who used copayment-free Class I Medical Aid in 2005, 146,880 subjects who were $\geq19$ year-old and received >365 days medical treatment per year were studied with their case managers by conducting face-to-face interviews. The analytic methods were description, chi-square, t-tests, ANCOVA and multiple logistic regressions. Results : Most subjects were female (68.6%), the elderly (62.5%), and the separated (61.6%), had an elementary graduation or less (74.8%), and had disabilities (33.2%). The percentage of subjects with surplus medicine was 18.5%. However, the percentage of females, the elderly, those with non-disabilities, the separated, the uneducated, those with a very poor perceived health status and those with an economical burden for medical treatment was 19.3%, 18.9%, 19.0%, 19.3%, 19.0%, 20.2% and 24.3%, respectively. For subjects with surplus medicine, averages for the number of used pharmacies, the pharmacy-visit days and the medication costs were 4.6 drugstores, 34.9 days and approximately 1,124 thousand Won(₩). These values were higher than those without surplus medicine (4.4 drugstores, 33.8 days, and ₩1,110 thousand, respectively). The odds ratios of the contributing factors to surplus medicine were female 1.11 (95% CI=1.07-1.14), the elderly 1.06 (95% CI=1.02-1.10), those with non-disabilities 1.08 (95% CI=1.05-1.12), the separated 1.14 (95% CI=1.10-1.18), the unmarried 1.12 (95% CI=1.07-1.18), the uneducated 1.03 (95% CI=1.01-1.08), those with a very poor perceived health status 1.04 (95% CI=1.01-1.08) and experiencing an economical burden for medical treatment 2.33 (95% CI=2.26-2.40). Conclusions : 18.5% of subjects had surplus medicine with a higher mean of medication cost. Therefore, health education and health promotion programs to prevent surplus medicine and to improve the appropriate usage of medication are necessary.

Dietary factors affecting bone mineral density in Korean rural postmenopausal women (농촌지역 폐경후 여성의 골밀도 변화에 영향을 미치는 식이 요인 연구)

  • Choe, Jeong Sook;Ahn, Eun Mi;Kwon, Sung Ok;Park, Young Hee;Lee, Jinyoung
    • Journal of Nutrition and Health
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    • v.45 no.5
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    • pp.470-478
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    • 2012
  • This study was conducted to investigate dietary factors, bone status, and bone loss in postmenopausal women in rural areas. A total of 189 women participated in the follow-up study after two years. Radius, Tibia, and Phalanx SOS (Speed of Sound) was measured on two occasions 2 years apart by ultra-sonic-metry, and % body fat was measured by bioelectrical impedance analysis at the baseline and after 2years. Dietary intake data were collected 4 times at different season by 24-hour recall method, and then calculated as average. Bone density of radius decreased by 4.2% during the two year period. When the subjects were divided into three groups, by bone decline level during two years, the lowest bone loss group had higher potassium and vegetable intake than other groups. Age and calcium intakes showed significant correlation with bone decline rate at tibia. In multiple regressions, the baseline SOS, vitamin A, vegetables and eggs intakes were found to be significant factors for tibia bone decline. In conclusion, dietary factors, such as higher vegetable intake, seem to affect the changes in bone mineral density in more favorable way. Therefore, efforts are needed to enhance the access to nutritional care for rural elderly postmenopausal women.