• Title/Summary/Keyword: Stepwise regression

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The Convergent Influence of Knowledge, Attitudes toward Caring for the Elderly and Geriatric Nursing Practice in Nursing Students (간호학생의 노인에 대한 지식, 노인돌봄태도가 노인간호실천에 미치는 융복합적 영향)

  • Kwon, Su-Hye;Kang, Hyo-Jeong;Youn, Soon-Chul;Kim, Young-Suk
    • Journal of Digital Convergence
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    • v.14 no.4
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    • pp.303-314
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    • 2016
  • The purpose of this study was to identify the relationships among knowledge, attitudes toward caring for the elderly and geriatric nursing practice and the influencing factors on geriatric nursing practice in nursing students. Data were collected from 255 nursing students with clinical practice experiences in three nursing schools in B city, with the measurement of Fact on Aging Quiz Part I, Attitudes toward Caring for the Elderly and Geriatric nursing practice. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and Stepwise multiple regression. Significant correlations were found among knowledge of, caring attitude towards the elderly and geriatric nursing practice. The significant factors influencing geriatric nursing practice were caring attitude towards the elderly, grade, and knowledge of the elderly, and these factors explained 27.4% of the variance. The findings suggest that effective educational strategies need to be developed and implemented to foster positive caring attitude towards and knowledge of the elderly in order to improve geriatric nursing practice in nursing students.

Factors Related to Balance Ability in Healthy Elderly (노인의 균형유지 능력에 영향을 미치는 요인)

  • Kim, Won-Ho;Yi, Chung-Hwi;Chung, Bo-In;Cho, Sang-Hyun
    • Physical Therapy Korea
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    • v.5 no.3
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    • pp.21-33
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    • 1998
  • The purposes of this study were to ascertain differences of the sensory system, central processing system, effector system, and balance ability according to general characteristics (sex, fall experience, and age), and to identify the contributions of the sensory, central processing, and effector system to balance ability in 83 healthy elderly subjects. The subjects were elderly (over 60 years) who live in Wonju City. All subjects participated in six tests (position sense test, visual acuity, vestibular stepping test, Mini-Mental Status Exam-Korea, strength of dorsiflexors, and Berg Balance Test). Collected data were analyzed by the independent t-test, one-way ANOVA, and stepwise multiple regression. The results were as follows: 1. The results of the six tests according to sex showed that vestibular function was significantly better in women than in men. But visual acuity, cognitive function, strength of dorsiflexors, and balance ability were significantly better in men than in women (p<0.05). 2. There were no significant differences in position sense, visual acuity, vestibular function, cognitive function, strength of dorsiflexors, and balance ability between fallers and non-fallers (p>0.05). 3. However, the results of the six tests according to age (group A: 60-69 years, group B: 70-79 years, group C: 80-89 years) showed significant differences in five tests. In the Scheff$\acute{e}$ test, position sense, visual acuity, and cognitive function showed significantly different results between in group A and group C: the strength of the dorsiflexors was significantly different between in group A and group B, and balance ability was significantly different between in group A and group C, and between in group B and group C (p<0.05). 4. Cognitive function and position sense were positively associated with balance ability. Their power of explanation regarding balance ability was 38% (p<0.05). These results suggest that cognitive function and position sense play an important role in balance ability. This would seem to suggest that programs for evaluation or improvement of elderly's balance ability in the elderly should consider cognitive function and position sense.

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Factors Affecting Aging Anxiety in Middle Aged Women (중년여성의 노화불안에 영향을 미치는 요인)

  • Kim, Hyun Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.6
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    • pp.563-573
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    • 2020
  • This study aimed to provide basic data to assist in developing programs to improve the quality of life after identifying the factors affecting aging anxiety among middle-aged women. The subjects were 256 middle-aged women in Korea. Data were collected from March 8 to April 11, 2019, and analyzed using descriptive statistics, independent t-test, One-way ANOVA, Pearson correlation, and stepwise multiple regression with SPSS/WIN 18.0. This study found that the aging anxiety of the subjects differed significantly according to job and marriage satisfaction. Aging anxiety had a negative correlation with health perceived health (r=-.300, p<.001), resilience (r=-.537, p<.001), satisfaction of married life (r=-.316, p<.001), and self-esteem (r=-.424, p<.000). The factors affecting aging anxiety were as follows: resilience (β=-.47, p<.001), occupation (β=-.19, p=.003), and self-esteem (β=-.19, p=.014) with 36.9% explanatory power (F=14.34, p<.001). To reduce the aging anxiety of middle-aged people, programs will be needed to improve participation in post-middle-aged jobs or social activities and resilience, self-esteem, thereby providing education and mediation that can allow middle-aged women to accept aging positively.

A Comparative Study of Characteristics of the Beauty Major Students (미용대학생들의 성격특성 비교 연구)

  • Koh, Seong-Yeon
    • The Journal of the Korea Contents Association
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    • v.20 no.3
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    • pp.336-344
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    • 2020
  • The purpose of this study was to investigate the PAI profile of the beauty major students. They were used through the PAI inspection result of 298 university students located in the chungcheong province in 2019. The results are summerized as follows; First, when comparing the average scale of college students majoring in beauty with those of college students majoring in general, college students majoring in beauty displayed a higher profile type in clinical scale than those of university students in general, with significant differences in SOM and ALC. Second, SOM, PAR, AGG, SUI that were significant when comparing beauty majors and general majors to navigate the PAI scale that significantly predicts beauty majors. As a result of conducting stepwise regression analysis on the four factors as a search factor, the scale of SOM is extracted, and it becomes a diversion that can predict college students in the beauty major. Therefore, beauty majors are more obsessed with physical problems than the ordinary students, and have an impulse-oriented behavior. These results will be used as materials for selecting, managing, educating or consulting a student majoring in beauty and will provide many implications for career choices after graduation.

Service Quality beyond Access: A Multilevel Analysis of Neonatal, Infant, and Under-Five Child Mortality Using the Indian Demographic and Health Survey 2015~2016

  • Kim, Rockli;Choi, Narshil;Subramanian, S.V.;Oh, Juhwan
    • Perspectives in Nursing Science
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    • v.15 no.2
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    • pp.49-69
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    • 2018
  • Purpose: The purpose of this study was to derive contextual indicators of medical provider quality and assess their relative importance along with the individual utilization of antenatal care (ANC) and institutional births with a skilled birth attendant (SBA) in India using a multilevel framework. Methods: The 2015~2016 Demographic and Health Survey (DHS) from India was used to assess the outcomes of neonatal, infant, and under-five child mortality. The final analytic sample included 182,980 children across 28,283 communities, 640 districts, and 36 states and union territories. The contextual indicators of medical provider quality for districts and states were derived from the individual-level number of ANC visits (<4 or ${\geq}4$) and institutional delivery with SBA. A series of random effects logistic regression models were estimated with a stepwise addition of predictor variables. Results: About half of the mothers (47.3%) had attended ${\geq}4$ ANC visits and 75.8% delivered in institutional settings with SBAs. Based on ANC visits, 276~281 districts (43.1~43.9%) and 13~16 states (36.5~44.4%) were classified as "low" quality areas, whereas 268~285 districts (41.9~44.5%) and 8~9 states (22.2~25.0%) were classified as "low" quality areas based on institutional delivery with SBAs. Conditional on a comprehensive set of covariates, the individual use of both ANC and SBA were significantly associated with all mortality outcomes (OR: 1.17, 95% CI: 1.08, 1.26, and OR: 1.10, 95% CI: 1.02, 1.19, respectively, for under-five child mortality) and remained robust even after adjusting for contextual indicators of medical provider quality. Districts and states with low quality were associated with 57~61% and 27~43% higher odds of under-five child mortality, respectively. Conclusion: When simultaneously considered, district- and state-level provider quality mattered more than individual access to care for all mortality outcomes in India. Further investigations are needed to assess the importance of improving the quality of health service delivery at higher levels to prevent unnecessary child deaths in developing countries.

Prediction of VO2max Using Submaximal PACER in Obese Middle School Boys (최대하 PACER 검사를 통한 비만 남자 중학생의 VO2max 추정)

  • Kim, Do-Youn;Kim, Won-Hyun
    • Journal of Digital Convergence
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    • v.11 no.3
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    • pp.371-380
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    • 2013
  • The purpose of this study was to develop the equation of $\dot{V}O_{2max}$ by $sub_{max}imal$ PACER method for obese middle school boys. For this, $_{max}$imal test using Bruce protocol in lab was performed and then PACER $_{max}imal$ test with portable $\dot{V}O_{2max}$ equipment. To decide the level of submaximal test, during PACER with portable equipment, we found the section in which target hreat rate(over 75%$HR_{max}$) and then per section(75%,80%,85%,90%,95%) metabolic responses were recorded, with which we analyzed multiple regression by stepwise method. Model 1(at 90%$HR_{max}$): $\dot{V}O_{2max}$(ml/kg/min) = 142.721-0.275(repetition)-0.48(HR)+0.177(weight)-1.536(age)[%error 3.90ml/kg/min; performance until 2 stage(13 repetition)]. Model 2(at 95%$HR_{max}$): $\dot{V}O_{2max}$(ml/kg/min) = 182.851-0.103(repetition)-0.744(HR)+0.186(weight)-0.324(age)[%error 4.51ml/kg/min; performance until 3 stage(25 repetitions)]. estimated $\dot{V}O_{2max}$ from Model 1 was different about $3.25{\pm}6.32ml/kg/min$(%error=6.84%), otherwise model 2 was $3.16{\pm}4.54ml/kg/min$(%error=5.75%). considering %HRmax, as the submaximal test model 1 might be fit more than model 2 for obese middle school boys.

Factors Affecting on the Clinical Nurse's Safety Nursing Activity (임상간호사의 안전간호활동 영향요인)

  • Song, Eun-Jeong;Park, Yeon-Suk;Ji, Hyun-Soon;Lee, Hye-Kyung
    • Journal of Digital Convergence
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    • v.14 no.11
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    • pp.469-479
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    • 2016
  • This research is a descriptive investigation research in order to understand the influences on the perception of the patient safety culture and safey nursing activity with the clinical nurses of the university hospitals as the subjects. The data collected were analyzed using the SPSS 23.0 program. As a result, the perception of patient safety culture of the subjects was 3.30 of the full score of 5points, and safety nursing activity 3.89. It appeared that, also, in the safety nursing activity, the total career experience, the position, immediately superior/manager, the communication procedures, and the frequency of accident reports receive the influences. As a result, in order to enhance the safety nursing activity, the developments of the practice guidelines that can appropriately manage the experienced people, that can communicate smoothly between the organizations, and that can make the case reports and the developments of the educational programs are needed.

Predictors of Psychological Happiness in Leisure Sports Participant - Focusing on Amateur Baseball Clubs - (여가스포츠 참여자의 심리적 행복감 예측요인 - 사회인 야구를 중심으로 -)

  • Suh, Hae-Joo;Kim, Ja-Ok;Kim, Ja-Sook;Kim, Hack-Sun;Park, A Young
    • Journal of Digital Convergence
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    • v.16 no.1
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    • pp.409-420
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    • 2018
  • This is a convergence study to investigate the factors affecting the psychological happiness of leisure sports participants(social baseball club) and to present a strategy for effective program development. The subjects of this study were 151 participants of social baseball clubs in J-do area and collected data by self-reported questionnaire. Data were analyzed by descriptive statistics, t-test, ANOVA, correlation analysis and stepwise multiple regression analysis. The results of this study were the explanatory power was 54.1% with psychological happiness, quality of life, self-efficacy. As a result, it was confirmed that strengthening interpersonal relationship ability, positive reinforcement of self-efficacy, and quality of life were important for improvement of psychological happiness. and in the future, it is necessary to study repeatedly to confirm the influence of psychological through objective measurement.

Utilization and Factors Associated in Public Health Centers in Incheon Metropolitan City (인천광역시 보건소 이용실태 및 관련요인 분석)

  • Han, Gyeong-Soon
    • Journal of dental hygiene science
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    • v.15 no.6
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    • pp.728-735
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    • 2015
  • This research was based on using status and factors associated in public health centers survey in 703 local residents from September 1 to 25, 2015. Data were analyzed with chi-square test, t-test, one way ANOVA, and Stepwise Multiple Regression analysis using SPSS WIN 21.0 program and significance level was set at p<0.05. It was investigated that Incheon city health centers' utilization of residents were 38.8%, the annual average of utilization was 3.92 times. Health centers were mainly used by themselves (25.3%) or recommendation of the people around them (17.8%). The reason why they don't use was no need (27.0%) and don't know well (9.4%) or long distance (7.8%). The average of awareness about the total health programs was 41.2%, the average of utilization rate was 8.1%, both higher rate of awareness and utilization about health programs were vaccination (86.6%, 36.9%), and health examinations (67.2%, 18.7%). The average of satisfaction about health programs was 3.88 out of 5, sealant (4.26 points) and rationing fluoride solution (4.07 points) indicated a high level of satisfaction. The most common factor which represents the impact on public health use and use frequency were the time it takes to move, also gender, age and form of home ownership were major factor in common. Based on this, we have to seek concrete measures of national health programs which conducted to improve the health of local residents can be implemented successfully.

The Influence of Pedestrian Environment Perception on Pedestrian Environment Satisfaction and Expected Health Promotion Effects - Focused on Park User for Health Promotion - (보행환경 인식이 보행환경 만족도 및 건강증진 기대효과에 미치는 영향 - 건강 목적의 공원 이용자를 대상으로 -)

  • Lee, Gyeong-Mi;Lee, Woo-Sung;Jung, Sung-Gwan;Jang, Cheol-Kyu
    • Journal of the Korean Institute of Landscape Architecture
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    • v.44 no.6
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    • pp.137-147
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    • 2016
  • The purpose of this study was to analyze the perception factors of a pedestrian environment that affect pedestrian environment satisfaction(PES) and determine the relationship between PES and the expected effects of health promotion. The targeted areas of study are neighborhood parks in Suseong-gu, Daegu city. First, regarding the results for the evaluation of pedestrian environment perception, 'Gentle slope' was rated the highest, while factors regarding pedestrian safety such as 'Lots of unpleasant elements', 'Risk from biking and motorcycling' and 'Many obstacles on sidewalks' were rated low. A stepwise regression analysis showed that factors such as 'Fresh air', 'Beautiful scenery', 'Continuity of the sidewalks', 'Various attractions', 'The shade of trees' and 'Lots of unpleasant elements' influenced the PES. Therefore, creating fresh air and shade trees by planting trees and removing unpleasant elements from pedestrian areas are important. Also, it is necessary to cultivate beautiful scenery and attractions through street improvement and improve the continuity of the sidewalks. Finally, in terms of path analysis, PES influenced the frequency of park use, the expected effects of physical and mental health promotion both directly and indirectly.