• Title/Summary/Keyword: Split criterion

Search Result 30, Processing Time 0.025 seconds

Reliability and Validity of the Korean Version of the Perinatal Post-Traumatic Stress Disorder Questionnaire (한국판 주산기 외상 후 스트레스장애 척도의 신뢰도 및 타당도)

  • Park, Yu Kyung;Ju, Hyeon Ok;Na, Hunjoo
    • Journal of Korean Academy of Nursing
    • /
    • v.46 no.1
    • /
    • pp.29-38
    • /
    • 2016
  • Purpose: The Perinatal Post-Traumatic Stress Disorder Questionnaire (PPQ) was designed to measure post-traumatic symptoms related to childbirth and symptoms during postnatal period. The purpose of this study was to develop a translated Korean version of the PPQ and to evaluate reliability and validity of the Korean PPQ. Methods: Participants were 196 mothers at one to 18 months after giving childbirth and data were collected through e-mails. The PPQ was translated into Korean using translation guideline from World Health Organization. For this study Cronbach's alpha and split-half reliability were used to evaluate the reliability of the PPQ. Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), and known-group validity were conducted to examine construct validity. Correlations of the PPQ with Impact of Event Scale (IES), Beck Depression Inventory II (BDI-II), and Beck Anxiety Inventory (BAI) were used to test a criterion validity of the PPQ. Results: Cronbach's alpha and Spearman-Brown split-half correlation coefficient were 0.91 and 0.77, respectively. EFA identified a 3-factor solution including arousal, avoidance, and intrusion factors and CFA revealed the strongest support for the 3-factor model. The correlations of the PPQ with IES, BDI-II, and BAI were .99, .60, and .72, respectively, pointing to criterion validity of a high level. Conclusion: The Korean version PPQ is a useful tool for screening and assessing mothers' experiencing emotional distress related to child birth and during the postnatal period. The PPQ also reflects Post Traumatic Stress Disorder's diagnostic standards well.

Decision Tree Based Context Clustering with Cross Likelihood Ratio for HMM-based TTS (HMM 기반의 TTS를 위한 상호유사도 비율을 이용한 결정트리 기반의 문맥 군집화)

  • Jung, Chi-Sang;Kang, Hong-Goo
    • The Journal of the Acoustical Society of Korea
    • /
    • v.32 no.2
    • /
    • pp.174-180
    • /
    • 2013
  • This paper proposes a decision tree based context clustering algorithm for HMM-based speech synthesis systems using the cross likelihood ratio with a hierarchical prior (CLRHP). Conventional algorithms tie the context-dependent HMM states that have similar statistical characteristics, but they do not consider the statistical similarity of split child nodes, which does not guarantee the statistical difference between the final leaf nodes. The proposed CLRHP algorithm improves the reliability of model parameters by taking a criterion of minimizing the statistical similarity of split child nodes. Experimental results verify the superiority of the proposed approach to conventional ones.

Confirmatory Analysis of Infant Temperament Inventory (WBL; What my baby is like) (영아기질 측정도구(WBL)의 신뢰도 및 타당도 평가)

  • Bang, Kyung-Sook
    • Korean Parent-Child Health Journal
    • /
    • v.4 no.2
    • /
    • pp.32-42
    • /
    • 2002
  • This study was conducted to test the reliability and validity of "What my baby is like(WBL)" that was developed by Pridham et al. for measuring infant temperament. 37 subjects were participated four times-1, 3, 6, and 12months, and 146 cases were analyzed. The construct validity for the scale was tested by factor analysis with four factor loading solution based on the previous study. One item was excluded because total-item correlation was too low, so that the number of total items were eighteen. The analysis yielded four well defined factors: amenability and persistence, activity, reactivity, and adaptability. These four factors explained 57.62% of the variance in the infant temperament. The criterion related Validity was confirmed by the relationship between the infant temperament and HOME, and between the infant temperament maternal confidence in childrearing. The reliability of the scale was determined with Cronbach's alpha coefficient and Guttman split-half coefficient. Cronbach's alpha was .86, for 18 items, and Guttman split-half cofficient was .81. In subscale analysis, Cronbach's alpha was .56~.84. In conclusion, WBL showed a high degree of validity and reliability, suitable in Korean infants for measuring temperament. In the further study, it would be necessary to refine the concept of temperament and to analyze the correlation between WBL and other temperament inventory.

  • PDF

Confirmatory Analysis of Maternal Self-Report Inventory (Maternal Self-Esteem) (모성자존감 측정도구의 검증)

  • Han, Kyung-Ja;Bang, Kyung-Sook
    • Korean Parent-Child Health Journal
    • /
    • v.2
    • /
    • pp.64-82
    • /
    • 1999
  • This study was conducted to test the reliability and validity of Maternal Self-Report Inventory that was developed by Shea and Tronick for measuring maternal self-esteem. The subjects were 154 mothers. The construct validity for the scale was tested by factor analysis with five factor loading solution based on the previous study. One item was excluded because total-item correlation was too low, so that the number of total items were twenty-five, the analysis yielded five well defined factors: confidence on the maternal role, general ability of maternal role, caretaking ability, readiness on maternal role, and feeling on the pregnancy and deli very. These five factors explained 52.38% of the variance in the maternal self-esteem. Maternal self-esteem was not affected by maternal age, educational level, occupation, religion, delivery type, or parity. The reliability of the scale was determined with Cronbach's alpha coefficient and Guttman split-half coefficient. Cronbach's alpha was .82, for 26 items, and .83 if one item was deleted. Guttman split-half cofficient was .75. In subscale analysis, Cronbach's alpha was .63~.84. In conclusion. Maternal Self-Report Inventory showed a high degree of validity and reliability, suitable in Korean mothers for measuring maternal self-esteem. In the further study, it would be necessary to compare the maternal self-esteem between mothers with normal babies and premature babies, for confirming the criterion-related validity of the inventory.

  • PDF

Automatic Extraction of UV patterns for Paper Money Inspection (지폐검사를 위한 UV 패턴의 자동추출)

  • Lee, Geon-Ho;Park, Tae-Hyoung
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.21 no.3
    • /
    • pp.365-371
    • /
    • 2011
  • Most recently issued paper money includes security patterns that can be only identified by ultra violet (UV) illuminations. We propose an automatic extraction method of UV patterns for paper money inspection systems. The image acquired by camera and UV illumination is transformed to input data through preprocessing. And then, the Gaussian mixture model (GMM) and split-and-merge expectation maximization (SMEM) algorithm are applied to segment the image represented by input data. In order to extract the UV pattern from the segmented image, we develop a criterion using the area of covariance vector and the weight value. The experimental results on various paper money are presented to verify the usefulness of the proposed method.

The Development of an Inventory for Measuring the Parenting Self-Efficacy of Korean Mothers (어머니의 양육효능감 척도의 개발)

  • Choe, Hyung Sung;Chung, Ock Boon
    • Korean Journal of Child Studies
    • /
    • v.22 no.3
    • /
    • pp.1-15
    • /
    • 2001
  • The development of this inventory for measuring the parenting self-efficacy of Korean mothers took place in Seoul with 473 mothers of 5th and 6th grade children. Means, %, ${\chi}^2$, Cramer's V, Cronbach's ${\alpha}$, Split-half Reliability, factor analysis and Pearson's r were used for data analysis. Five parenting self-efficacy factors were extracted from the 37 items developed for this study. Subscales were General Parenting Self-Efficacy, Health, Communication, Education, and Control. Criterion Validity of the 37 items was confirmed by a significant correlation with the Shin's parenting self-efficacy(r=.71). Internal consistency of this scale was high (Cronbach's ${\alpha}=.92$), including internal reliability of subscales. Factor validity was satisfactory at .65 - .86. These results confirm this scale as a valid and reliable measure of the parenting self-efficacy of Korean mothers.

  • PDF

A Study on the Design Moment of Simple Slab bridge of Reinforced Concrete (철근콘크리트 단순스라브교의 설계모우멘트의 비교연구)

  • 오무영
    • Magazine of the Korean Society of Agricultural Engineers
    • /
    • v.14 no.2
    • /
    • pp.2649-2653
    • /
    • 1972
  • Many empirical research surveys have supported that Organizational Citizenship Behavior (OCB) is influnced by or closely related with leadership styles. The first purpose of this study is to review the relationship between 2 leadership styles(employee-centered style, job-centered style) and 2 OCB factors(altruism, conscientiousness) as a criterion variable, and the second and primary purpose is to test the moderating effects of structural factors(formalization, centralization) and personal factors(growth needs, sex, age, tenure, rank, occupation, school career) between 2 leadership styles and 2 OCB factors. For the analytical purpose of this article, Fisher's Z-transformation and SGC(split groups correlations) methods were introduced. Generally 2 leadership styles are found to influence on altruism and conscientiousness respectively. Out of 36 cases, only 2 cases were significant in moderating effects. Based on empirical results, there is no moderating effects in conscientiousness. But altruism is found to more closely related with employee-centered leadership in low centralized group than on high centralized group, and more closely related with job-centered leadership in low growth-needs group than in high growth-needs group.

  • PDF

A Study on Decision Tree for Multiple Binary Responses

  • Lee, Seong-Keon
    • Communications for Statistical Applications and Methods
    • /
    • v.10 no.3
    • /
    • pp.971-980
    • /
    • 2003
  • The tree method can be extended to multivariate responses, such as repeated measure and longitudinal data, by modifying the split function so as to accommodate multiple responses. Recently, some decision trees for multiple responses have been constructed by Segal (1992) and Zhang (1998). Segal suggested a tree can analyze continuous longitudinal response using Mahalanobis distance for within node homogeneity measures and Zhang suggested a tree can analyze multiple binary responses using generalized entropy criterion which is proportional to maximum likelihood of joint distribution of multiple binary responses. In this paper, we will modify CART procedure and suggest a new tree-based method that can analyze multiple binary responses using similarity measures.

The Moderating Effect of Formalization and Centralization on the Relationship between Leadership styles and Organizational Citizenship Behavior (리더십과 조직시민행동에 대한 연구: 집권화와 공식화의 조절효과를 중심으로)

  • 안관영
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.21 no.47
    • /
    • pp.11-23
    • /
    • 1998
  • Many empirical research surveys have supported that Organizational Citizenship Behavior (OCB) is influnced by or closely related with leadership styles. The first purpose of this study is to review the relationship between 2 leadership styles(employee-centered style, job-centered style) and 2 OCB factors(altruism, conscientiousness) as a criterion variable, and the second and primary purpose is to test the moderating effects of structural factors(formalization, centralization) and personal factors(growth needs, sex, age, tenure, rank, occupation, school career) between 2 leadership styles and 2 OCB factors. For the analytical purpose of this article, Fisher's Z-transformation and SGC(split groups correlations) methods were introduced. Generally 2 leadership styles are found to influence on altruism and conscientiousness respectively. Out of 36 cases, only 2 cases were significant in moderating effects. Based on empirical results, there is no moderating effects in conscientiousness. But altruism is found to more closely related with employee-centered leadership in low centralized group than on high centralized group, and more closely related with job-centered leadership in low growth-needs group than in high growth-needs group.

  • PDF

Validity and Reliability of the Korean version of the Moral Distress Scale-Revised for Korean Hospital Nurses (병원간호사의 한국어판 도덕적 고뇌 측정도구의 타당도와 신뢰도)

  • Chae, Youngran;Yu, SuJeong;Lee, Eun Ja;Kang, KyungJa;Park, Myung Sook;Yu, Mi
    • The Journal of Korean Academic Society of Nursing Education
    • /
    • v.22 no.2
    • /
    • pp.228-239
    • /
    • 2016
  • Purpose: To develop and test the validity and reliability of the Korean version of the Moral Distress Scale-Revised (KMDS-R) to assess its applicability to Korean hospital nurses. Methods: The KMDS-R was articulated through forward-backward translation methods. Internal consistency reliability, construct and criterion validity was calculated using SPSSWIN(19.0). Survey data were collected from 188 nurses from a university hospital in Gangwon-do, South Korea. Results: The KMDS-R showed reliable internal consistency with a Cronbach's alpha of .69-.87 and a Guttman Split-half of .69-.82 for the total scale. Factor loading of the 21 items on the five subscales ranged from .41-.80. The KMDS-R was validated by factor analysis and explained 63% of moral distress for Korean hospital nurses. Criterion validity compared to Yoo's MDS showed significant correlation. Conclusion: The results suggest promising evidence of the KMDS-R's reliability and validity. It is used to measure moral distress for Korean hospital nurses.