• Title/Summary/Keyword: Pearson correlation coefficient analyses

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The Effect of Self-leadership on Nursing Students' Learning Flow during the COVID-19 Pandemic: Mediating Effects of Psychosocial Well-being (COVID-19 팬데믹 상황에서 온라인 수업을 경험한 간호대학생의 셀프리더십이 학습몰입에 미치는 영향: 사회심리적 건강의 매개효과를 중심으로)

  • Park, Ju Young;Kang, Min Ju;Park, Chan Gyu;Bae, Taebin;Yu, Seo Hui;Ha, Jiyeon
    • Journal of the Korean Society of School Health
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    • v.35 no.2
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    • pp.41-48
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    • 2022
  • Purpose: The purpose of the study was to investigate the mediating effects of psychosocial well-being on the relationship between self-leadership and learning flow in nursing students. Methods: A total of 148 nursing students with online class experience participated in the study. The data were analyzed using the independent t-test, Pearson's correlation coefficient, PROCESS macro, and bootstrapping methods with SPSS Statistics 26.0. Results: The results showed that self-leadership, learning flow, and psychosocial well-being were significantly correlated, and self-leadership had a direct effect on learning flow. In other words, the higher the level of self-leadership, the higher the learning flow of nursing students. Psychosocial well-being was partially mediated by self-leadership and learning flow. Conclusion: It is necessary to develop and implement programs for self-leadership and psychosocial well-being enhancement as a strategy to enhance nursing students' learning flow.

Development of the Hospital Nurses' Silence Behavior Scale (병원 간호사의 침묵 행위 측정도구 개발)

  • Chung, Soojin;Hwang, Jee-In
    • Journal of Korean Academy of Nursing
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    • v.54 no.2
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    • pp.279-295
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    • 2024
  • Purpose: This study aimed to develop a scale to measure hospital nurses' silence behavior and examine its validity and reliability. Methods: A total of 52 preliminary items on hospital nurses' silence behavior were selected using a content validity test by seven experts on 53 candidate items derived from a literature review and in-depth interviews with 14 nurses. A total of 405 hospital nurses participated in a psychometric testing. Data analysis comprised item analysis, exploratory and confirmatory factor analyses, and convergent and discriminant validity tests. Pearson's correlation coefficient was used for assessing concurrent validity, and Cronbach's alpha was used for the reliability test. Results: The final scale consisted of nine factors with 31 items, exhibiting acceptable model fit indices, convergent validity, and discriminant validity. The score of the entire scale was positively correlated with the 'Organizational Silence Scale (OSS)-the issues on which nurses remain silent' (r = .60, p < .001) and 'OSS-the reasons why nurses remain silent' (r = .68, p < .001). Cronbach's α of the scale was .92, and α of each subscale ranged from .71 to .90. Conclusion: The Hospital Nurses' Silence Behavior Scale is a useful tool for assessing multifaceted silence behavior among nurses. It can provide basic data for developing better communication strategies among nurses and other hospital staff.

Perceived Family Support and Mental Health of Middle school students (중학생이 지각한 가족지지와 정신건강)

  • Suh, Soon-Rim;Kim, Jeong-Bok
    • Journal of the Korean Society of School Health
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    • v.15 no.2
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    • pp.219-232
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    • 2002
  • This study was conducted to identify the relationship between the perceived family support and mental health of middle school students and provide basic data to develop a nursing program for prevention of mental disease and mental health promotion in adolescent. The subjects for this study were 427 students in their first, second and third year of two middle school in K city. The data were collected from December 12th to 19th, 2001. The instruments used for this study were the family support scale by Kang and the mental health assessment scale was the Symptom Check List-90-R. The data were analyzed by frequency, percentage, mean, standard deviation, Pearson Correlation Coefficient, ANOVA, and Duncan test with SPSS program. The results were as follows: The mean score of the perceived family support was 42.26 and the mean score of mental health was 52.24. As a subarea of mental health was analyses, the scores of obsessive-compulsive reaction and hostility were respectively higher but the scores of phobia were lower than others. Family support was significantly different according to student's grade, religion and economic status, and educational level, the relationship between them, and living in parents. the characteristic influence on the level of mental health were sex, grade, and economic status of students and the relationship between them of parents. There was a significant correlation between the perceived family support and the level of mental health was revealed a significant correlation(r=-.35(P=0.001)). In conclusion, this study was found that family support was an important factor for promoting mental health of middle school students. In order to increase mental health of middle school students effectively, family support must be increased. Efforts to promote mental health of students are required in home and school. School authorities have to search a plans like "family support-class program" as one countermeasure to increase family support. teachers have to make educational programs to promote mental health constantly with participating parents.

The Relationships between the Levels of Evaluation of the Training & Development for Job skills (직무교육훈련 평가수준들간의 관계)

  • Kim, Jin-Mo
    • Journal of Agricultural Extension & Community Development
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    • v.4 no.1
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    • pp.305-315
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    • 1997
  • The propose of this study was to analyze the relationships among the levels of training & development evaluation (reaction, learning, transfer). The study has been conducted on 730 trainees who attended in the basic accounting program in L training and development institution through three incidents of tracked research such as reaction survey right after the conclusion of training, learning evaluation through test, and an evaluation of the transferability after 3 months of training. Questionnaires and test papers for analyses were used after their reliability, validity, difficulty, and discrimination have been verified on a pre-test. The research has been conducted for six months from 4 March 1996 to the end of August 1996, and data have been collected through direct research and survey through mail. The collected data have been worked on at SAS program for Windows with a statistical significance level of 5%. Statistical method that had been used was Pearson's correlation coefficient. The result and conclusion acquired from this study were as follows: Between reaction and learning, learning and transfer of training, only a weak positive correlation exists and explanation or prediction variance showing hierarchical relationship was quite weak with 1%. Thus, this research not only does not strongly support Kirkpatrick(1976)'s hierarchical model of $reaction{\rightarrow}learning{\rightarrow}transfer$, but also indicates that the separate measurement on each levels of training evaluation needs to be done. On the other hand, there was a relatively strong positive correlation between reaction and transfer of training. Based on the result, the conclusion, and the restriction perceived through this study, the following suggestions were made. 1. There is a need to empirically analyze and verify the hierarchy of all levels of training evaluation including the evaluation of the fourth level (result) such as organizational productivity, organizational satisfaction, and separation rate. 2. A great deal of efforts will be needed to systematically analyze what the relationships are among the methods measuring the level of evaluation of the training and development, and to apply this result to the training field.

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Development and Application of the Korean Prototype of Wellness Index (한국형 웰니스 인덱스 원안 개발과 적용)

  • Lee, Insook;Bang, Kyung-Sook;Kim, Sungjae;Lee, Juna;Jo, Juhyun
    • Perspectives in Nursing Science
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    • v.16 no.2
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    • pp.84-97
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    • 2019
  • Purpose: This study aimed to develop the Korean Prototype of Wellness Index (KP-WI) and identify the relationship between Koreans' health characteristics and wellness. Methods: The Wellness Index (WI) was translated into the primitive version of the KP-WI, considering the Koreans' culture and health behavior. It was administered to 223 service industrial employees at one workplace along with the Positive Affect and Negative Affect Schedule (PANAS) and Stress Questionnaire-Short Form. Data analyses included item-total correlation, Pearson's correlation coefficient, independent t-test, and one-way ANOVA. Results: The primitive version was modified to KP-WI based on the item-total correlation. The items considered to lower the reliability of the KP-WI were eliminated. Cronbach's ${\alpha}$ for each subscale ranged from .857 to .939. Perceived stress and negative emotions correlated significantly with wellness measured by KP-WI (r=-.29, p<.001; r=-.27, p<.001). Positive emotions correlated significantly with wellness (r=.60, p<.001). Conclusion: This study contributes to the development of Korean-style wellness indexes by developing a prototype and exploring the factors related to wellness.

The Effectiveness of Child Nursing Simulation Using Standardized Patient on Nursing Student's Anxiety, self-efficacy and Critical Thinking Disposition (표준화환자를 활용한 아동간호 시뮬레이션이 간호학생의 불안, 자기효능감 및 비판적사고 성향에 미치는 효과)

  • Shim, Kaka;Son, MiSeon;Ji, EunSun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.10
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    • pp.299-308
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    • 2017
  • This study was conducted to investigate the effects of child nursing simulation using standardized patient on nursing student's anxiety, self-efficacy, and critical thinking disposition. A one group pre test-post test design was used. The subjects of the study were 62 students in the nursing department and 4th year students at the university in C city. The hospitalized child nursing simulation was conducted for approximately 3.5 hours, including 60 minutes of pre-study and orientation, 60-80 minutes of hands-on scenarios, and 30 minutes of reflection diary writing and debriefing. The data collection was conducted from March to December 2016. Statistical analyses of the collected data were conducted, including t-tests, Pearson's correlation coefficient, and Cronbach's ${\alpha}$. Analyses were conducted using SPSS 21.0. The results of the study showed that anxiety (p <.001) was significantly lower and self-efficacy (p<.001) and critical thinking disposition (p<.001) were higher. Therefore, we propose that various scenarios for simulation practice that utilize standardized patients to enhance core nursing abilities be developed.

Effects of Depression, and Physical Activity on Fatigue among Elderly with Chronic Disease (만성질환 노인의 우울 및 신체활동이 피로에 미치는 영향)

  • Lee, Eun-Ju;Park, Euna
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.5
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    • pp.260-268
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    • 2016
  • The objective of this study was to investigate the relationship among the variables and effects of depression and physical activity on fatigue in the elderly with chronic disease. A descriptive research design was employed in this study. In total, 500 elderly patients diagnosed with chronic disease were selected from 3 medical centers for the study. The measurements were used to examine their general characteristics, fatigue, depression, and physical activity. To analyze the data, statistical analyses, including ANOVA, t-test, Scheffe's test, Pearson's correlation coefficient, and hierarchical regression analysis, were conducted for the analysis of the data. The results indicated that the age, gender, and educational level in the first step model explained 6% of the effect on fatigue among the elderly with chronic disease. In addition, depression and physical activity in the second step model explained 16% of the effect on fatigue. These findings demonstrate the significance of (considering) depression and physical activity related to care plans when developing health-programs for decreasing fatigue and planning intervention strategies.

Association of nursing activity participation and clinical practice stress with career maturity during clinical practice of nursing college students (간호대학생의 임상실습 중 간호활동 참여도, 임상실습 스트레스와 진로성숙도의 관계)

  • Han, Seo Young;Kwak, Su Jin;Choi, Bo Gyeong;Jeon, Hyeong Ju;Lee, Myung Kyung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.26 no.4
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    • pp.337-347
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    • 2020
  • Purpose: The purpose of this study was to figure out the association of nursing activity participation and clinical practice stress with career maturity during clinical practice among nursing college students. Methods: Participants of the study were 201 nursing college students located in nationwide regions. Data collection was performed between July 18 and August 8, 2019. Data analyses were performed through an independent t-test, ANOVA, Pearson's correlation coefficient, and multiple linear regression analysis using SPSS WIN 25.0. Results: The results of this study were as follows. We ran multiple regression analyses to see which critical factors influenced career maturity. The general characteristics significantly associated with career maturity were preference for clinical nursing, admission to nursing college due to belief, time off, and being satisfied with clinical practice. Regarding clinical practice stress, clinic environment, interpersonal relationship conflict, inappropriate role model and conflict with patients were significantly associated with career maturity. Conclusion: This study suggested that, to improve nursing students' career maturity, nursing colleges and training fields should collaboratively make an efforts to reduce students' stress by building educational clinic environments including managing conflicts in interpersonal relationships among patients, caregivers, and medical and non-medical personnel, and improving inappropriate role models in nursing.

The Relationship Between Postural Control, ADL Function, Muscle Tone, and Functional Improvement in Chronic Stroke Patients (만성 뇌졸중 환자의 자세 조절과 일상생활동작, 근긴장도, 그리고 기능증진과의 관계)

  • An, Seung-Heon;Seo, Young-Jong;Park, Chang-Sik
    • Physical Therapy Korea
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    • v.14 no.1
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    • pp.64-73
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    • 2007
  • The purpose of this study was to find any correlations among Postural Assessment Scale for Stroke (PASS), Modified Barthel Index (MBI), Tone Assessment Scale (TAS), Motor Assessment Scale-Gait (MAS-G), Fugl Meyer-Balance (FM-B), and to predict MBI from subscales of the PASS. The subjects were 41 stroke patients of the Korea National Rehabilitation Center in Seoul. The main outcome measures were postural control (PASS), gait (MAS-G), Balance (FM-B), Tone (TAS), ADL (MBI). The data was analyzed using the Pearson product correlation. PASS scale was used between other clinical and instrumental indexes, multiple stepwise regression analyses were performed to identify prognostic factors for ADL incline, and Cronbach's alpha coefficient was used to identify internal consistency on PASS scale. The results of this study areas follows: 1. The highest level was sitting without support, the lowest level was standing on paretic leg on PASS scale. The highest level was chair/bed transfer, the lowest level was bathing on MBI. 2. All items of the PASS, except postural tone were significantly correlated with Gait, Balance, MBI (p<.01), 3. The Internal Consistency (Cronbach's alpha coefficient=.85) was very high, indicating that the PASS is homogeneous and is likely to produce consistent response. Furthermore, the sums of maintaining position items and of changing-position items were strongly correlated (r=.64, p<.05) and there were significant correlations between sums of PASS, sums of maintaining position items (r=.87, p<.01), and changing-position items (r=.93, p<.01). 4. The standing without support of the PASS items was the strongest variance ($R^2$=.85) of the predicting ADL function. These findings provide strong evidence of the predictive value of the postural control on gait, Balance, ADL function in stroke patients and to can provide a reference for the successful therapeutic program and more improved functional recovery.

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A Safety Score Prediction Model in Urban Environment Using Convolutional Neural Network (컨볼루션 신경망을 이용한 도시 환경에서의 안전도 점수 예측 모델 연구)

  • Kang, Hyeon-Woo;Kang, Hang-Bong
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.8
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    • pp.393-400
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    • 2016
  • Recently, there have been various researches on efficient and automatic analysis on urban environment methods that utilize the computer vision and machine learning technology. Among many new analyses, urban safety analysis has received a major attention. In order to predict more accurately on safety score and reflect the human visual perception, it is necessary to consider the generic and local information that are most important to human perception. In this paper, we use Double-column Convolutional Neural network consisting of generic and local columns for the prediction of urban safety. The input of generic and local column used re-sized and random cropped images from original images, respectively. In addition, a new learning method is proposed to solve the problem of over-fitting in a particular column in the learning process. For the performance comparison of our Double-column Convolutional Neural Network, we compare two Support Vector Regression and three Convolutional Neural Network models using Root Mean Square Error and correlation analysis. Our experimental results demonstrate that our Double-column Convolutional Neural Network model show the best performance with Root Mean Square Error of 0.7432 and Pearson/Spearman correlation coefficient of 0.853/0.840.