• Title/Summary/Keyword: confidence with science

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The Range of confidence Intervals for ${\sigma}^{2}_{A}/{\sigma}^{2}_{B}$ in Two-Factor Nested Variance Component Model

  • Kang, Kwan-Joong
    • Journal of the Korean Data and Information Science Society
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    • v.9 no.2
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    • pp.159-164
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    • 1998
  • The two-factor nested variance component model with equal numbers in the cells are given by $y_{ijk}\;=\;{\mu}\;+\;A_i\;+\;B_{ij}\;+\;C_{ijk}$ and the confidence intervals for the ratio of variance components, ${\sigma}^{2}_{A}/{\sigma}^{2}_{B}$ are obtained in various forms by many authors. This article shows the probability ranges of these confidence intervals on ${\sigma}^{2}_{A}/{\sigma}^{2}_{B}$ proved by the mathematical computation.

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The proposition of attributably pure confidence in association rule mining (연관 규칙 마이닝에서 기여 순수 신뢰도의 제안)

  • Park, Hee-Chang
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.2
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    • pp.235-243
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    • 2011
  • The most widely used data mining technique is to explore association rules. This technique has been used to find the relationship between each set of items based on the association thresholds such as support, confidence, lift, etc. There are many interestingness measures as the criteria for evaluating association rules. Among them, confidence is the most frequently used, but it has the drawback that it can not determine the direction of the association. The net confidence measure was developed to compensate for this drawback, but it is useless in the case that the value of positive confidence is the same as that of negative confidence. This paper propose a attributably pure confidence to evaluate association rules and then describe some properties for a proposed measure. The comparative studies with confidence, net confidence, and attributably pure confidence are shown by numerical example. The results show that the attributably pure confidence is better than confidence or net confidence.

Changes in Geological Contents Knowledge and Self-confidence of Pre-service Elementary Teachers before and after Geological Field Trips (지질답사 전후 예비 초등 교사의 지질 영역에 대한 지식과 지질답사에 대한 자신감의 변화)

  • Lee, Myeon-U
    • Journal of Korean Elementary Science Education
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    • v.29 no.4
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    • pp.484-495
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    • 2010
  • The purpose of this study was to investigate changes in geological contents knowledge and self-confidence before and after the geological field trips. Fifty seven undergraduate students at a national university of education participated in this study. The questionnaires were developed by the researcher to serve the purpose. Findings were as follows. First, before and after the geological field trip, there was no significant difference in changes of geological content knowledge (p<.05). However, participants' self-confidence about the geological field trip changed significantly (p<.01). Second, there were no significant differences in changes of both variables in terms of gender (p<.05). And in this study, participants were grouped into two: science track that selected science areas and non-science track with social study selected in the college scholastic ability test. There were also no significant differences in changes of geological contents knowledge and self-confidence in terms of science or non-science track (p<.05). Third, in terms of the geological content knowledge, 24 pre-service teachers showed an increase, 12 students unchanged, and the 21 participants decreased. In contrast, per participants' self-confidence about the geological field trip, fifty three students indicated an increase with only one participant unchanged, and three preservice teachers decreased on the score. Finally, after the geological field trip, participants' comments indicated that they could feel the mystery of nature with the mind of a great experience. As a result, data showed that pre-service teachers became interested in geology, and motivated more in learning geological area than ever.

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Effects of High-fidelity Simulation-based Education on Maternity Nursing (시뮬레이션을 활용한 분만간호 실습교육의 효과)

  • Chung, Chae-Weon;Kim, Hee-Sook;Park, Young-Sook
    • Perspectives in Nursing Science
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    • v.8 no.2
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    • pp.86-96
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    • 2011
  • Purpose: This study examined the effects of simulation-based education on knowledge about and self-confidence in maternity nursing care in senior students. Methods: One group, pre-post design, was utilized with 28 students. The simulation-based maternity nursing education that consisted of two sessions each 2 hours long for intrapartum and postpartum care was provided to 4 small groups. An expert panel of 3 maternity clinical instructors developed the module with a high-fidelity maternal simulator. Core items of knowledge about and self-confidence in maternity nursing care were measured with 13 items before and after the sessions. Results: The knowledge score did not increase significantly (z=-1.95, p=.05); however, self-confidence in maternity nursing care showed a significant change in the posttest (z=-2.82, p<.001). The subjective evaluation of the students indicated that the simulation-based education was helpful in preparing for clinical practicum as far as interaction with clients, psychological readiness to practice, and learning efficiencies. Conclusion: The simulation-based nursing education was useful in improving self-confidence in clinical performance for childbirth and postpartum care in nursing students. Along with the application of diverse scenarios in simulations, modules with standard patients and role-plays are also recommended for maternity nursing practicum to empower the competency of the students.

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Factors Influencing Confidence in Performing Fundamental Nursing Skills of Nursing Students: Focused on Professionalism and Self-efficacy (간호대학생의 핵심기본간호술 수행자신감 영향요인: 간호전문직관과 자기효능감을 중심으로)

  • Choi, Gum-Hee;Hong, Minjoo;Kwon, Suhye
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.26 no.2
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    • pp.107-116
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    • 2019
  • Purpose: The purpose of this study was to identify factors with nursing students's confidence in performing fundamental nursing skills. The focus was on professionalism and self-efficacy. Method: For the sample 258 fourth graders of nursing students were recruited in two universities located in Gyeongnam or Ulsan. Data were analyzed using t-test, Pearson's correlation coefficients, and hierarchical multiple regression. Results: The mean score for confidence in performing fundamental nursing skills was $3.71{\pm}0.58$. Nursing professionalism and self-efficacy were positively correlated with confidence in performing fundamental nursing skills. Analysis using multiple regression showed that 27% of factors predicting confidence in performance of fundamentals of nursing practice (F=16.43, p<.001) included nursing professionalism (${\beta}=.37$, p<.001), self-expression (${\beta}=.15$, p=.009), and self-efficacy (${\beta}=.14$, p=.029). Conclusion: Findings show that nursing professionalism is one of the major factors influencing confidence in performing fundamental nursing skills. In order to improve the confidence in performing fundamental nursing skills, it is necessary to establish effective educational strategies that firmly enhance nursing professionalism and improve self-efficacy in nursing students.

A Study on the Relationship between Breastfeeding Empowerment and Self-confidence in the Maternal Role of Breastfeeding Mothers (모유수유모의 모유수유 임파워먼트와 어머니 역할 수행 자신감과의 관계)

  • Kwon, In-Soo;Choi, So-Young;Kang, Young-Sil;Yang, Young-Ok
    • Women's Health Nursing
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    • v.14 no.1
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    • pp.20-27
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    • 2008
  • Purpose: This study was conducted to evaluate the relationship between breastfeeding empowerment and self-confidence in the maternal role of breastfeeding mothers. Method: Breastfeeding empowerment was measured on a scale of 5 developed by Kim & Park(2004), while self-confidence was measured on a scale of 4 by Lederman et al.(1981). Data was collected during a Breastfeeding Infant Contest held in September 2006 and 2007 in Changwon-si, Gyeongsangnam-do. The subjects were 278 breastfeeding mothers. The collected data was processed with the SPSS win 12.0 version. Result: Breastfeeding empowerment scored 4.21 on average (5.0 full score). The score showed a statistical difference only in breast milk quantity and breastfeeding knowledge. On the otherhand self-confidence in the maternal role showed a statistical difference only in breastfeeding frequency and know ledge. Self-confidence in the maternal role showed a statistically significant relationship with breastfeeding skill(${\gamma}=0.50$), with breastfeeding will(${\gamma}=0.45$), with adherence to exclusive breastfeeding(${\gamma}=0.35$) and with group empowerment(${\gamma}=0.39$). Conclusion: The positive relationship between breastfeeding empowerment and self-confidence in the maternal role implies that breastfeeding empowerment may be utilized to promote self-confidence in the mother's role.

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A Study on the Continuing Education Efficiency of Librarian in the Private University Library (사립대학교도서관 사서직 직원의 계속교육실효성에 관한 연구 -인터넷과 전산 OA교육을 중심으로-)

  • 윤소정
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.8 no.1
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    • pp.157-178
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    • 1997
  • 1. Only 6 libraries(23.1%) among 26 surveyed libraries have a person or part in charge of continuing education. It means that the method to select education program and education object is systemless. The 19 libraries (73.1%) encourage continuing education of librarian. 2. Compared with the group who didn't receive a formal education, the group who received have a high degree in the grade of confidence, self-satisfaction and ability for job in Internet education case. And the group that received a formal education have also a high degree in the grade of ability for job in OA education case. Confidence, self-satisfaction for job in the carreer is significantly different according to the formal education in Internet education case and OA education case. Confidence, self-satisfaction and ability for Sob in the scholarship are significantly different according to the formal education in internet and computer OA education case 3. Compared with the group that didn't receive periodical education the group that received periodical education have a high degree in the grade of confidence, self-satisfaction for Job in internet education case. Confidence, self-satisfaction and ability for job in the carreer are significantly different according to the periodical education in OA education case. Confidence, self-satisfaction and ability for businessin in the scholarship are significantly different according to the periodical education in internet and OA education case. 4. Compared with the group that didn't receive self-education the group that received self-education have a high degree in the grade of confidence, self-satisfaction and ability for job in internet and OA education case. Confidence, self-satisfaction and ability for Job in the carreer are significantly different according to the self education in internet and OA education case. Confidence, self-satisfaction and ability for Job in the scholarship are significantly different according to the self-education in internet and OA education case.

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Predictors of Caregivers' First Aid Confidence (요양보호사의 응급처치 수행자신감 예측요인)

  • Soon-Ok Kim;Mi-Hee Kim
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.4
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    • pp.811-824
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    • 2023
  • The purpose of this study was to investigate the communication confidence, self-efficacy, and self confidence in first aid and to identify the predictors of self confidence in first aid. Subjects were 202 caregivers and data were collected by questionnaires from march 1 to 31, 2023. Data were analyzed using t-test, ANOVA, Scheffe's test, Pearson correlation coefficients and Multiple regression analysis using the SPSS 29.0 program. Self-efficacy was a positive correlation with communication confidence (r=.54, p<.001), and self confidence in first aid was a negative correlation with communication confidence(r=-.18, p<.05) and self-efficacy(r=-.31, p<.001). Predictive factors for self confidence in first aid were absence of nurse's aide(β=-.18, p=.009) and self-efficacy(β=-.30, p<.001), and explanatory power was 11.0%(Adj R2=.110, p<.001). Based on the results of this study, to develop and apply an educational program focusing on emergency problems.

A Comparison on Confidence Intervals for P(X>Y) with Explanatory Variables

  • Lee, In-Suk;Cho, Jang-Sik
    • Journal of Korean Society for Quality Management
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    • v.25 no.1
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    • pp.193-203
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    • 1997
  • In this paper, we obtain some a, pp.oximate confidence intervals for the reliability of the stress-strength model when the stress and strength each depend on some explanatory variables, respectively. Also we compare the confidence intervals via Monte Carlo simulation.

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Negatively attributable and pure confidence for generation of negative association rules (음의 연관성 규칙 생성을 위한 음의 기여 순수 신뢰도의 제안)

  • Park, Hee-Chang
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.5
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    • pp.939-948
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    • 2012
  • The most widely used data mining technique is to explore association rules. This technique has been used to find the relationship between items in a massive database based on the interestingness measures such as support, confidence, lift, etc. Association rules are frequently used by retail stores to assist in marketing, advertising, floor placement, and inventory control.In general, association rule technique generates the rule, 'If A, then B.', whereas negative association rule technique generates the rule, 'If A, then not B.', or 'If not A, then B.'. We can determine whether we promote other products in addition to promote its products only if we add negative association rules to existing association rules. In this paper, we proposed the negatively attributable and pure confidence to overcome the problems faced by negative association rule technique, and then we checked three conditions for interestingness measure. The comparative studies with negative confidence, negatively pure confidence, and negatively attributable and pure confidence are shown by numerical examples. The results show that the negatively attributable and pure confidence is better than negative confidence and negatively pure confidence.