• Title/Summary/Keyword: stepwise analysis

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The Effect of Mother's Acceptance Parenting Attitude and Optimism on Children's Self-Regulation (어머니의 낙관성 및 수용적 양육태도가 유아의 자기조절에 미치는 영향)

  • Kim, Mi Hyang;Lee, Hyeon Jin
    • Korean Journal of Child Education & Care
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    • v.19 no.2
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    • pp.117-128
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    • 2019
  • Objective: The purpose of this study is to investigate the effect of mother's acceptance parenting attitude and optimism on children's self-regulation including cognitive, emotional, and behavioral regulation. Methods: The subjects were 361 3, 4, 5 - year - old children and their mothers who attended to the early childhood education institutions. One-way ANOVA was conducted to find out age differences in self-regulation. The regression analysis were conducted to find out whether the mother's optimism could predict their children's self-regulation. The stepwise regression analysis were conducted to find out whether the mother's acceptance parenting attitude could predict their children's self-regulation. Results: As for the self-regulation, there were significant age differences in the cognitve regulation and the behavioral regulation, but not in the emotional regulation. It implies that the abilities of cognitive and behavioral regulation increase as the age level goes up. As for the relations between mother's optimism and their children's self-regulation, only the permanence factor of the mother's optimism predicted children's cognitive, emotional, and behavioral regulation. As for the relations between mother's acceptance parenting attitude and their children's self-regulation, two components of mother's acceptance parenting attitude (unconditionally love & right) could predict children's cognitive, emotional, and behavioral regulation. The component of unique could predict the cognitive and emotional regulation. Conclusion/Implications: These results suggest that mother's optimism and acceptance parenting attitude positively affect on the development of self-regulation ability in children.

The Effect of Pre-Service Early Childhood Teacher's Empathic ability on Teaching Ethics, Child Abuse Reporting Intention (예비유아교사의 공감능력이 교직윤리, 아동학대 신고의도에 미치는 영향)

  • Ma, Ji-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.325-331
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    • 2019
  • This study investigated the effect of pre service teacher's empathic ability on teaching ethics, and child abuse report intention. The subjects were 168 pre-service teachers attending a university located in a micropolitan city. Questionnaires, which required self-reporting by pre service teacher, were used to investigate teacher's empathic ability, teaching ethics and child abuse report intention. The collected data were analyzed by frequency, percent, Pearson's correlation coefficient analysis and stepwise-regression analysis. From the major study findings, first, pre-service teacher's empathic ability was positively correlated with teaching ethics and child abuse report intention. Pre-service teacher's "take perspective", "imagine" of the cognitive empathic ability's subfactor was positively correlated with teaching ethics. Especially, empathic interest was positively correlated with teaching ethics. Cognitive empathy ability showed the highest relationship with ethics for early child. Emotional empathy showed the highest relationship with ethics in society. Second, the pre-service teacher's teaching ethics were influenced by taking perspective, imagining, and empathic attention. These results demonstrate the need to incorporate perspectives in the development of programs to promote pre - service early childhood teacher ethics and child abuse reporting.

Development of Cerebral Amyloid Positivity Predicting Models Using Clinical Indicators (임상적 지표를 이용한 대뇌 아밀로이드 단백 축적 여부 예측모델 개발)

  • Chun, Young Jae;Joo, Soo Hyun
    • Korean Journal of Biological Psychiatry
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    • v.27 no.2
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    • pp.94-100
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    • 2020
  • Objectives Amyloid β positron emission tomography (Aβ PET) is widely used as a diagnostic tool in patients who have symptoms of cognitive impairment, however, this diagnostic examination is too expensive. Thus, predicting the positivity of Aβ PET before patients undergo the examination is essential. We aimed to analyze clinical predictors of patients who underwent Aβ PET retrospectively, and to develop a predicting model of Aβ PET positivity. Methods 468 patients who underwent Aβ PET with cognitive impairment were recruited and their clinical indicators were analyzed retrospectively. We specified the primary outcome as Aβ PET positivity, and included variables such as age, sex, body mass index, diastolic blood pressure, systolic blood pressure, education, dementia family history, Mini Mental Status Examination (MMSE), Clinical Dementia Rating (CDR), Clinical Dementia Rating-Sum of Box (CDR-SB), hypertension (HTN), diabetes mellitus (DM) and presence of apolipoprotein E (ApoE) E4 as potential predictors. We developed three final models of amyloid positivity prediction for total subjects, mild cognitive impairment (MCI) and Alzheimer's disease (AD) dementia using a multivariate stepwise logistic regression analysis. Receiver operating characteristic (ROC) curve analysis was performed and the area under curve (AUC) value was calculated for the ROC curve. Results Aβ PET negative patients were 49.6% (n = 232), and Aβ PET positive patients were 50.4% (n = 236). In the final model of all subjects, older age, female sex, presence of ApoE E4 and lower MMSE are associated with Aβ PET positivity. The AUC value was 0.296. In the final model of MCI subjects (n = 244), older age and presence of ApoE E4 are associated with Aβ PET positivity. The AUC value was 0.725. In the final model of AD subjects (n = 173), lower MMSE scores, the presence of ApoE E4 and history of HTN are associated with Aβ PET positivity. The AUC value was 0.681. Conclusions The cerebral amyloid positivity model, which was based on commonly available clinical indicators, can be useful for prediction of amyloid PET positivity in MCI or AD patients.

The Effect of Early Childhood Teacher's Styles for Conflict Management Type on Cooperative Organizational Culture (유아교사 갈등관리 유형이 협동적 조직문화에 미치는 영향)

  • Ma, Ji-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.1
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    • pp.495-501
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    • 2021
  • This study examined the effects of pre-service teacher's cooperative organizational culture on the conflict management type. The subjects were 138 preschool teachers. The data were obtained by self-reporting and used to investigate the teacher's conflict management type and cooperative organizational culture. The collected data were analyzed using the Pearson correlation coefficient analysis and stepwise regression analysis. The major findings in this study were as follows; First, there was a relationship between the cooperative organizational culture of early childhood teachers and the overall type of conflict management. The overall cooperative organizational culture had the strongest relationship, particularly with the integrated type of conflict management. The following appeared in the order of compromise, consideration, and domination. On the other hand, there was no relationship with the avoidance type. Second, regarding the sub-factor of conflict management type that affects the cooperative organizational culture of early childhood teachers, the integrated type has the strongest influence, followed by the caring type. In the sub-factor of cooperative organizational culture, the integrated type has the strongest influence on the cooperative leadership, followed by the caring type. The integrated type had the greatest influence on teacher cooperation, peer support, and learning companion.

Further Empirical Analysis on Corporate R&D Intensity for KOSDAQ Listed SMEs in the Era of the Post Global Economic Crisis (국제금융위기 이후의 코스닥 상장 중소기업들의 연구개발비에 대한 실증적 심층분석)

  • Kim, Hanjoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.2
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    • pp.248-258
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    • 2021
  • The study analyzed the financial determinants of corporate R&D intensity that require more attention from academics and practitioners in the Korean capital market. Domestic small and medium enterprises (SMEs) may face with developing substitutes by making more R&D investments in scale and scope, given the unprecedented economic conditions such as the limitation of importing core components and materials from other nation(s). KOSDAQ-listed SMEs were selected as sample data, whose R&D expenditures may be less than those of large firms during the post-global financial turmoil period (2010~2018). Static panel data model was applied, along with Tobit and stepwise regression models, for examining the validity of results. Logit, probit, and complementary log-log regressions were also employed for a relative analysis. R&D expenditures in the prior year, the interaction effect between the previous R&D intensity and high-tech sector, firm size, and growth rate were significant to determine R&D intensity. Moreover, a majority of explanatory variables were found to change between the years 2011 and 2018, while time-lagged effects between the R&D intensity and growth rate exist. Results of the study are expected to be used for future research to detect optimal levels of R&D expenditures for the value maximization of SMEs.

The Effects of Badminton Club Members' Self-identity and Ego-resilience on Interpersonal Relationship (배드민턴 동호인의 자아정체감 및 자아탄력성이 대인관계에 미치는 영향)

  • Lim, Cheol-Ho;Park, Jong-Jin
    • Journal of the Korea Convergence Society
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    • v.11 no.12
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    • pp.319-327
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    • 2020
  • This purpose of this study was to provide information to contribute to the expansion and development of badminton clubs by identifying the effects of self-identity and self-resilience of badminton club members on interpersonal relationships. Thus, in order to achieve the objectives of this study, 259 badminton club members were verified throught correlation analysis and stepwise multiple regression analysis, which resulted in the following result: First, Among the sub-factors of self-identity, ego-resilience and interpersonal relationships, all of them were statistically relevant, except for a few factors in handling anger management, first-time relationships, self-exposure, and dealing with interpersonal conflicts. Second, Among the sub-factors of interpersonal relationships, the factors affecting the first relationship were interpersonal efficiency, future certainty, intimacy, anger management and subjecthood. The factors affecting the claiming displeasure with others were subjecthood and intimacy. The factors affecting the self-exposure were interpersonal efficiency and subjecthood. The factors affecting the emotional support and advice were subjecthood and optimistic attitude. The factors affecting the dealing with interpersonal conflicts were anger management and confidence. Therefore, the factors of self-identity and self-resilience of badminton club members suggest that they serve as important factors to facilitate interpersonal relationship.

Assessment of Potential Distribution Possibility of the Warm-Temperate Woody Plants of East Asia in Korea (한국에서 동아시아 난대 목본식물의 잠재분포 가능성 평가)

  • Cheolho, Lee;Hwirae, Kim;Kang-Hyun, Cho;Byeongki, Choi;Bora, Lee
    • Ecology and Resilient Infrastructure
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    • v.9 no.4
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    • pp.269-281
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    • 2022
  • The prediction of changes regarding the distribution of vegetation and plant species according to climate changes is important for ecosystem management. In this study, we attempted to develop an assessment method to evaluate the possibility of the potential distribution of warm-temperate woody plant species of East Asia in Korea. To begin with, a list of warm-temperate woody plants distributed in China and Japan, but not in Korea, was prepared, and a database consisting their global distribution and bioclimatic variables was constructed. In addition, the warm-temperate vegetation zone in Korea was delineated using the coldness index and relevant bioclimatic data were collected. After the exclusion of multicollinearity among bioclimatic variables using correlation analysis, mean temperature of the coldest quarter, mean temperature diurnal range, and annual precipitation were selected as the major variables that influence the distribution of warm-temperate plants. A multivariate environment similarity surfaces (MESS) analysis was conducted to calculate the similarity scores between the distribution of these three bioclimatic variables in the global distribution sites of the East Asian warm-temperate woody plants and the Korean warm-temperate vegetation zone. Finally, using stepwise variable-selection regression, the mean temperature of the coldest quarter and annual precipitation were selected as the main bioclimatic variables that affect the MESS similarity index. The mean temperature of the coldest quarter accounted for 88% of the total variance. For a total of 319 East Asian warm-temperate woody plant species, the possibility of their potential distribution in Korea was evaluated by applying the constructed multivariate regression model that calculates the MESS similarity index.

The Impact of Emotional Labor and Job Stress on the Patient Safety Management Activities among Emergency Room Nurses in Small-Medium Sized General Hospitals (중소병원 응급실 간호사의 감정노동, 직무스트레스가 환자안전관리활동에 미치는 영향)

  • Lee, San-Na;Kim, Seon-Ha
    • The Journal of the Korea Contents Association
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    • v.22 no.3
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    • pp.222-235
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    • 2022
  • The purpose of this study is to investigate the effect of emotional labor and job stress on patient safety management activities in emergency room nurse. Data were collected using self-report questionnaires from 143 nurses working in the emergency room of small and medium-sized hospitals. As factors influencing patient safety management activities, emotional labor, job stress, demographic characteristics, and work characteristics were investigated. Stepwise multiple regression analysis were used for factors affecting patient safety management activities. There were significant differences in patient safety management activities by age, experience in emergency room, position, work pattern, and intention to move to another department. In the regression analysis, the factors that had a significant effect on patient safety management activities were job stress and choice to work in the emergency room, and the explanatory power of these variables was 27%. It was found that the higher the job stress, the lower the patient safety management activity. In conclusion, it is necessary to manage job stress arrange departments according to individual needs to improve patient safety management activities of nurses in the emergency room of small and medium-sized hospitals.

The Effect of Organizational Efficacy, Self-efficacy, Nursing Professionalism on Organizational Commitment in General (종합병원간호사의 조직효능감, 자기효능감, 간호전문직이 조직몰입에 미치는 영향)

  • Kim Hyun Woo;Eun Hee Park
    • Journal of Industrial Convergence
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    • v.21 no.7
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    • pp.75-82
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    • 2023
  • The purpose of this study was designed to help the operation of the hospital organization through analysis of factors influencing organizational commitment of general hospital nurses. 129 nurses in general hospitals were targeted in G City. This study was conducted to analyze the effects of group efficacy, self-efficacy, and nursing professionals on organizational commitment. T-test, ANOVA, Pearson's correlation coefficient, Descriptive statistics and multiple regression were used. Stepwise regression analysis found that organizational commitment was affected by group efficacy(β=0.240, p =.003), nursing professionalism(β=0.229, p =.004) and daytime work(β=0.249, p =.003), The F statistic was 10.478 (p <.001). Therefore, in order to improve organizational commitment, it will be necessary to prepare communication programs and cooperation programs per unit to improve collective efficacy. In addition, it is necessary to improve the system, such as a system dedicated to night workers, so that the working hours of nurses in general hospitals can be maintained constant. In addition, it is necessary to develop a support program so that nursing professionals do not decrease due to disappointment in reality in the nursing field.

Preoperative Prediction for Early Recurrence Can Be as Accurate as Postoperative Assessment in Single Hepatocellular Carcinoma Patients

  • Dong Ik Cha;Kyung Mi Jang;Seong Hyun Kim;Young Kon Kim;Honsoul Kim;Soo Hyun Ahn
    • Korean Journal of Radiology
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    • v.21 no.4
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    • pp.402-412
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    • 2020
  • Objective: To evaluate the performance of predicting early recurrence using preoperative factors only in comparison with using both pre-/postoperative factors. Materials and Methods: We retrospectively reviewed 549 patients who had undergone curative resection for single hepatcellular carcinoma (HCC) within Milan criteria. Multivariable analysis was performed to identify pre-/postoperative high-risk factors of early recurrence after hepatic resection for HCC. Two prediction models for early HCC recurrence determined by stepwise variable selection methods based on Akaike information criterion were built, either based on preoperative factors alone or both pre-/postoperative factors. Area under the curve (AUC) for each receiver operating characteristic curve of the two models was calculated, and the two curves were compared for non-inferiority testing. The predictive models of early HCC recurrence were internally validated by bootstrap resampling method. Results: Multivariable analysis on preoperative factors alone identified aspartate aminotransferase/platelet ratio index (OR, 1.632; 95% CI, 1.056-2.522; p = 0.027), tumor size (OR, 1.025; 95% CI, 0.002-1.049; p = 0.031), arterial rim enhancement of the tumor (OR, 2.350; 95% CI, 1.297-4.260; p = 0.005), and presence of nonhypervascular hepatobiliary hypointense nodules (OR, 1.983; 95% CI, 1.049-3.750; p = 0.035) on gadoxetic acid-enhanced magnetic resonance imaging as significant factors. After adding postoperative histopathologic factors, presence of microvascular invasion (OR, 1.868; 95% CI, 1.155-3.022; p = 0.011) became an additional significant factor, while tumor size became insignificant (p = 0.119). Comparison of the AUCs of the two models showed that the prediction model built on preoperative factors alone was not inferior to that including both pre-/postoperative factors {AUC for preoperative factors only, 0.673 (95% confidence interval [CI], 0.623-0.723) vs. AUC after adding postoperative factors, 0.691 (95% CI, 0.639-0.744); p = 0.0013}. Bootstrap resampling method showed that both the models were valid. Conclusion: Risk stratification solely based on preoperative imaging and laboratory factors was not inferior to that based on postoperative histopathologic risk factors in predicting early recurrence after curative resection in within Milan criteria single HCC patients.