• Title/Summary/Keyword: $F_{\beta}$ Score

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The relationship between emotional intelligence and cultural competency of dental hygiene students (치위생(학)과 학생의 감성지능과 문화 역량과의 관련성)

  • Park, Min-Seon;Jang, Jong-Hwa
    • Journal of Korean society of Dental Hygiene
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    • v.18 no.3
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    • pp.385-397
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    • 2018
  • Objectives: The study was a cross-sectional research to examine dental hygiene students' multi-cultural experiences, emotional intelligence and cultural competency and to understand the correlations among them. Methods: The study was conducted from September $1^{st}$ to October $31^{st}$ 2016, based on the survey of 449 students in the department of dental hygiene at 7 Universities. The questionnaire consisted of 57 questions including general characteristics (n=7), multi-cultural experiences (n=7), emotional intelligence (n=16) and cultural competency (n=27). Results: Each score of students' emotional intelligence and cultural competency is 3.43 and 3.01 respectively in 5-point scale. An analysis of correlations between emotional intelligence and cultural competency shows that the higher the emotional intelligence, the higher the cultural competency (r=0.342). The factors affecting the cultural competency include use of emotions (${\beta}=0.327$, p<0.001), control of emotions (${\beta}=0.254$, p=0.001), frequency of multi-cultural media (${\beta}=0.221$, p<0.001) and experience of multi-cultural class (${\beta}=0.221$, p=0.002). The modified explanatory power in this model is 28.2% (F=10.856, p<0.001). Conclusions: There was a positive correlation between emotional intelligence and cultural competency, and the contacts with multi-culture and experience of class are identified as the affecting factors. Dental hygiene students should acquire theoretical experiences regarding the multi-culture through curriculum or continuous educations and it is necessary to promote such educations in order to develop and apply the programs for the enhancement of emotional intelligence.

Influence of Interpersonal Attitude on Communication Competence in Care Workers for Frail Elderly (요양보호사의 대인태도가 의사소통능력에 미치는 영향)

  • Lim, Seung Joo;Yi, Yeo-Jin
    • Korean Journal of Occupational Health Nursing
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    • v.22 no.2
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    • pp.112-120
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    • 2013
  • Purpose: The purpose of this study was to identify the influence of interpersonal attitude (I+, I-, U+, U-) on communication competence in care workers for frail elderly. Methods: This study was a cross-sectional survey. The data were collected from 153 care workers for frail elderly using a structured questionnaire. The data were analyzed using multiple regression with the SPSS/WIN 20.0 program. Results: The interpersonal attitude style of subjects was I+U+, and the score of communication competence was 3.53. There were significant differences in interpersonal attitude (I+, I-), and communication competence depending on age, education level, experience of personality type test (yes). Factors influencing on communication competence in care workers were interpersonal attitude (I+, I-, U+) and experience of personality type test with $R^2$ value of 48.5% (F=23.47 p<.001). The most influencing factor was I+ (${\beta}$=.36), followed by I- (${\beta}$=-.22), U+ (${\beta}$=.20), and experience of personality type test (yes) (${\beta}$=.16). Conclusion: It is needed to maintain the interpersonal attitude style (I+U+) of care workers. Continuing education program is needed for increasing communication competence especially for those fifties and over, and experienced care workers. Giving an opportunity for personality test is helpful to increase communication competence in care workers.

Influence of Nursing Organization Culture on Resilience in New Nurses (간호조직문화가 신규간호사의 회복탄력성에 미치는 영향)

  • Lee, Miyoung;Im, Sookbin;Byun, Eun Kyung;Chung, Eunja
    • Journal of Korean Clinical Nursing Research
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    • v.24 no.2
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    • pp.137-146
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    • 2018
  • Purpose: The purpose of this study was to identify the influence of nursing organization culture on resilience of new nurses. Methods: Participants were 1,033 new nurses with careers of less than 12 months and who were from 43 general hospitals located in Seoul, Incheon, other metropolitan cities and provinces in Korea. The data were analyzed using t-test, ANOVA, Pearson correlation coefficient and multiple regression with SPSS/WIN 24.0 program. Results: Relation-oriented culture was scored highest for perception of organizational culture by new nurses (3.35), followed by hierarchy-oriented culture (3.19), innovation-oriented culture (3.12), and task-oriented culture (2.73). The score for resilience of the new nurses was 3.49, and the first subcategories were interpersonal relationship ability 3.66, self-positivity 3.45, and self-control ability 3.36. Relation-oriented culture (${\beta}=.30$, p<.001) was the most significant factor influencing resilience of new nurses, followed by innovation-oriented culture (${\beta}=.14$, p=.001), hierarchy-oriented culture (${\beta}=.12$, p<.001), task-oriented culture (${\beta}=-.10$, p=.003) in that order ($R^2(adj. R^2)=.16$, F=47.04, p<.001). Conclusion: Findings show that for improved resilience in new nurses it is necessary to develop relation-oriented culture to provide a cooperative work environment(friendly interpersonal relation and dialogue) for new nurses and to encourage involvement of these members in the hospital culture.

Effect of Major Depressive Disorder and Insomnia on Somatization (주요 우울증과 불면증이 신체화 증상에 미치는 영향)

  • Jun, Jin Yong;Kim, Seog Ju;Lee, Yu-Jin;Cho, Seong-Jin
    • Sleep Medicine and Psychophysiology
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    • v.19 no.2
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    • pp.84-88
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    • 2012
  • Introduction: The objective of the present study was to investigate the independent effects of major depressive disorder (MDD) and insomnia on somatization, respectively. Methods: A total of 181 participants (73 males and 108 females ; mean age $41.59{\pm}8.92$) without serious medical problem were recruited from a community and a psychiatric clinic in Republic of Korea. Subjects were divided into 4 groups based on the Structured Clinical Interview for DSM-IV axis I disorder (SCID-IV) and sleep questionnaire : 1) normal controls (n=127), 2) primary insomnia (n=11), 3) MDD without insomnia (n=14), and 4) MDD with insomnia (n=29). All participants were requested to complete the somatization subscores of the Symptom Checklist-90-Revised (SCL-90-R). Results: There were significant between-group differences in somatization score (F=25.30, p<0.001). Subjects with both MDD and insomnia showed higher somatization score compared to normal control (p<0.001), subjects with primary insomnia (p=0.01), or MDD subjects without insomnia (p<0.001). Subjects with primary insomnia had higher somatization score than normal controls (p<0.01), while there was no significant difference between MDD subjects without insomnia and normal controls. In multiple regression, presence of insomnia predicted higher somatization score (beta=0.44, p<0.001), while there was only non-significant association between MDD and somatization (beta=0.14, p=0.08). Conclusion: In the current study, insomnia was associated with somatization independently from major depression. Subjects with primary insomnia showed higher somatization. Within MDD patients, presence of insomnia was related to higher somatization. Our finding suggests that insomnia may partly mediate the relationship between depression and somatization.

Availability of Diagnosis of Yin-deficiency in Elderly People with Xerostomia and Factors Influencing Subjective Oral Dryness: A Prospective Cross-sectional Study (노인 구강건조증에 대한 음허 진단의 유용성 및 주관적 구강건조감의 영향요인 : 전향적 단면 조사 연구)

  • Kim, Juyeon;Kim, Jinsung;Park, Jaewoo;Ryu, Bongha
    • The Journal of Korean Medicine
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    • v.34 no.3
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    • pp.13-24
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    • 2013
  • Objectives: The aims of this study were to investigate the availability of diagnosis of Yin-deficiency in the elderly with xerostomia and factors influencing subjective oral dryness. Methods: We surveyed 50 patients recruited by the clinical trial, 'Efficacy of Yukmijihwang-tang on Xerostomia in the Elderly: A Randomized, Double-blind, Placebo-controlled, Two-center Trial'. The subjects were assessed on their subjective oral dryness using the Dry Mouth Symptom Questionnaire (DMSQ). Their salivary functions were measured by Unstimulated Salivary Flow Rate (USFR) measurements. In addition, the subjects were evaluated on their Qi-stagnation and Yin-deficiency conditions using the Qi-stagnation questionnaire and Yin-deficiency questionnaire. Results: There were statistically significant correlations between three variables (USFR, DMSQ score and Qi-stagnation score) and Yin-deficiency score. In the multiple regression analysis, the regression model was statistically significant (F = 10.273, p < .001). The factor most strongly influencing the subjective oral dryness was USFR (${\beta}$ = -0.386). Yin-deficiency had the next strongest impact on the subjective oral dryness (${\beta}$ = 0.371). Qi-stagnation affected the subjective oral dryness weakly (${\beta}$ = 0.075). In the simple regression analysis, Yin-deficiency had a statistically significant effect on each of six subscales of DMSQ (p < .01). Among the six subscales, DMSQ-1 ('Oral dryness at night or on awakening') was the most strongly influenced by Yin-deficiency. Conclusions: The results of this study show that the diagnosis of Yin-deficiency in the elderly with xerostomia was available and Yin-deficiency was an important factor influencing the subjective oral dryness. Therefore, the consideration of Yin-deficiency is significant for diagnosis and treatment in the elderly with xerostomia.

Effects of pathogenic E. coli on diarrhea, growth performance, and blood profile of weaned pigs

  • Song, Minho;Jang, Yoontack;Kim, Younghwa;Park, Juncheol;Kim, Younghoon
    • Korean Journal of Agricultural Science
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    • v.42 no.3
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    • pp.201-205
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    • 2015
  • The experiment was conducted to evaluate the effects of pathogenic Escherichia coli on diarrhea, growth performance, and blood profile of weaned pigs. A total of 48 pigs were used and housed in individual pens of disease containment chambers for 16 d (4 d before and 12 d after the first challenge [d0]). The treatments were with or without the pathogenic E. coli challenge (F-18 E. coli strain; heat-labile, heat-stable, and Shiga-like toxins). Pigs were orally inoculated with a dose of $10^{10}cfu$ E. coli per 3 mL PBS daily for 3 days. The common nursery diet and water were available at all times. The ADG, ADFI, G:F, diarrhea score, ratio of fecal ${\beta}$-hemolytic coliforms from total coliforms (RHT), and blood profile were measured. The pathogenic E. coli reduced (P < 0.05) ADG from d0 to 6 (117 vs. 297 g/d) and from d0 to 12 (377 vs. 238 g/d) compared with the control. Meanwhile, the pathogenic E. coli increased (P < 0.05) diarrhea score (average 3.4 vs. 1.4) and RHT (average 82 vs. 11%) on d3, 6, and 9 and the number of white blood cells (17.59 vs. $13.48{\times}10^3/{\mu}L$) on d6 compared with the control. No differences were found on ADFI and others in the blood profile (total protein and hematocrit). In conclusion, pathogenic E. coli used in this experiment successfully caused mild diarrhea, increased number of white blood cells, and adversely affected growth rate of weaned pigs.

A Study on Default Prediction Model: Focusing on The Imbalance Problem of Default Data (부도 예측 모형 연구: 부도 데이터의 불균형 문제를 중심으로)

  • Jinsoo Park;Kangbae Lee;Yongbok Cho
    • Information Systems Review
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    • v.26 no.2
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    • pp.169-183
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    • 2024
  • This study summarizes improvement strategies for addressing the imbalance problem in observed default data that must be considered when constructing a default model and compares and analyzes the performance improvement effects using data resampling techniques and default threshold adjustments. Empirical analysis results indicate that as the level of imbalance resolution in the data increases, and as the default threshold of the model decreases, the recall of the model improves. Conversely, it was found that as the level of imbalance resolution in the data decreases, and as the default threshold of the model increases, the precision of the model improves. Additionally, focusing solely on either recall or precision when addressing the imbalance problem results in a phenomenon where the other performance evaluation metrics decrease significantly due to the trade-off relationship. This study differs from most previous research by focusing on the relationship between improvement strategies for the imbalance problem of default data and the enhancement of default model performance. Moreover, it is confirmed that to enhance the practical usability of the default model, different improvement strategies for the imbalance problem should be applied depending on the main purpose of the model, and there is a need to utilize the Fβ Score as a performance evaluation metric.

The Effects of Social Support and Recovery Resilience on Self Care Behavior among the Elderly with Hypertension in the Senior Welfare Center (노인복지회관을 이용하는 고혈압 노인의 사회적 지지와 회복탄력성이 자가간호행위에 미치는 영향)

  • Park, Se Jung;Kim, Seonho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.182-191
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    • 2019
  • The purpose of this study was to identify correlation among social support, recovery resilience, and self-care behavior among the elderly with hypertension, as well as to clarify factors that affect self-care behavior. This was a descriptive study conducted with 183 hypertensive seniors over age 65 from three different senior welfare centers in C region. Data of this study were collected from Aug 20-31, 2018. T-test, ANOVA, Pearson's coefficient, and stepwise multiple regression were used for analysis. As a result, the mean score of social support was $3.79{\pm}0.78$ out of 5, recovery resilience was $4.10{\pm}0.71$ out of 5, and self-care behavior was $3.93{\pm}0.51$ out of 5. Self-care behavior had a statistically significant positive correlation with social support(r=.204, p<.001) and recovery resilience(r=.405, p<.001). Factors influencing Self-care behavior were recovery resilience(${\beta}=.36$, p<.001) and regularity of exercise(${\beta}=.17$, p=.019). These factors explained 18.9% of self-care behavior(F=21.02, p<.001). The study results indicate that recovery resilience and regularity of exercise are critical factors affecting self-care behavior among the elderly with of hypertension. Therefore, to promote self-care behavior among the hypertensive seniors, regular exercise must be advised and the development and evaluation of nursing interventions that can improve recovery resilience may be necessary.

Influence of Stress, Self-efficacy for Smoking Cessation, Smoking Temptation and Nicotine Dependency in Male College Students who Smoke (흡연 남자대학생의 스트레스, 금연에 대한 자기효능감 및 흡연유혹이 니코틴 의존도에 미치는 영향)

  • Kim, Nam-Jo;Hong, Hae-Sook
    • Journal of Korean Biological Nursing Science
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    • v.18 no.1
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    • pp.1-8
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    • 2016
  • Purpose: The purpose of this study was to explore the levels of stress, self-efficacy for smoking cessation, smoking temptation, and nicotine dependency, and to identify factors influencing nicotine dependency among male college students who smoke. Methods: In this study, a cross-sectional survey design was adopted for 283 male college students who smoke in D city, Korea. Data was analyzed for descriptive statistics, Pearson's correlation, and multiple regression using the SPSS 20.0 program. Results: The mean score of stress was $27.00{\pm}6.28$, self-efficacy for smoking cessation was $25.61{\pm}6.71$, smoking temptation was $53.87{\pm}11.02$, and nicotine dependency was $3.63{\pm}1.96$. There was a significant positive correlation between stress and nicotine dependency (r=.58, p<.001) and between smoking temptation and nicotine dependency (r=.59, p<.001). There was a significant negative correlation between self-efficacy for smoking cessation and nicotine dependency (r=-.59, p<.001). The significant factors influencing nicotine dependency were stress (${\beta}=.357$, p<.001), self-efficacy for smoking cessation (${\beta}=.359$, p<.001), and smoking temptation (${\beta}=.297$, p<.001). This model explained 60.3% of variance in nicotine dependency (F=105.59, p<.001). Conclusion: The results suggest that an intervention program is needed to reduce the perception of stress and smoking temptation, and to increase the ability of self-efficacy for smoking cessation among male college students who smoke with the intention to quit smoking.

Factors Influencing Medication Adherence and Status of Medication Use of the Elderly with Chronic Disease Taking Non-opioid Analgesics (만성질환 관련 비마약성 진통제 처방 노인의 약물사용 실태 및 약물복용이행에 영향을 미치는 요인)

  • Jeon, Hae Ok;Kim, Bockryun;Kim, Haesook;Chae, Myung-Ock;Kim, Myeong Ae;Kim, Ahrin
    • Journal of Korean Biological Nursing Science
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    • v.19 no.1
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    • pp.18-29
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    • 2017
  • Purpose: This study investigates the status of medication use of the elderly with chronic disease taking non-opioid analgesics and attempts to identify factors influencing medication adherence. Methods: Data were collected from September 1 to October 19, 2016. A structured questionnaire was used for face-to-face interview with a convenience sample of 161, elderly people with chronic disease taking non-opioid analgesics. The survey included questions about status of medication use, medication adherence, symptom experience, depression and family function. Data were analyzed using descriptive statistics, t-tests, ANOVA, Pearson's correlation coefficients, and stepwise multiple regression with IBM SPSS 23.0 program. Results: The mean score of medication adherence of the elderly with chronic disease was $4.48{\pm}2.35$. Experiences of side effects (${\beta}=.31$, p< .001), use of over-the-counter pain medication (${\beta}=.19$, p= .009), and family function (${\beta}=.16$, p= .031) were identified as significant predictors. The final model explained 18.0% of the variation of medication adherence of the elderly with chronic disease taking non-opioid analgesics (F= 12.30, p< .001). Conclusion: Therefore, as a strategy to improve medication adherence of the elderly with chronic disease, therapeutic intervention should be developed to improve family function and to manage with personalized plans considering experiences of side effects and use of over-the-counter pain medication.