• Title/Summary/Keyword: Correlation relationships

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< Modeling Study for Developing Motivational and Cognitive Adaptive Agent >

  • Lee, Woo-Gul;Lee, Myung-Jin;Lim, Ka-Ram;Han, Cheon-Woo;So, Yeon-Hee;Hwang, Su-Young;Ryu, Ki-Gon;Yun, Sung-Hyun;Choi, Dong-Seong;Kim, Sung-Il
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.918-925
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    • 2006
  • Recent development of teachable agent provides learners with active roles as knowledge constructors and focuses on the individualization. The aim of this adaptive agent is not only to maximize the learner's cognitive functions but also to enhance the interests and motivation to learn. In order to establish the relationships among user characteristics and response patterns and to extract the algorithm among variables, we measured the individual characteristics and analyzed logs of the teachable agent named KORI (KORea university Intelligent agent) through the student modeling. A correlation analysis was conducted to identify the relationships among individual characteristics, user responses, and learning outcomes. Among hundreds of possible relationships between numerous variables in three dimensions, nine key user responses were extracted, which were highly correlated with either individual characteristics and learning outcomes. The results suggest that certain type of learner responses or the combination of the responses would be useful indices to predict the learners' individual characteristics and ongoing learning outcome. This study proposed a new type of dynamic assessment for individual differences and ongoing cognitive/motivational learning outcomes through the computation of responses without measuring them directly. The construction of individualized student model based on the ongoing response pattern of the user that are highly correlated with the individual differences and learning outcome may be the useful methodology to understand the learner's dynamic change during learning.

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Genetic Structure of Mongolian Goat Populations Using Microsatellite Loci Analysis

  • Takahashi, H.;Nyamsamba, D.;Mandakh, B.;Zagdsuren, Yo.;Amano, T.;Nomura, K.;Yokohama, M.;Ito, S.;Minezawa, M.
    • Asian-Australasian Journal of Animal Sciences
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    • v.21 no.7
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    • pp.947-953
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    • 2008
  • We studied genetic diversity and relationships among Mongolian goat populations on the basis of microsatellite DNA polymorphisms. DNA samples from eight populations (Bayandelger, Ulgii Red, Zavkhan Buural, Sumber, Zalaajinst White, Erchim Black, Dorgon, and Gobi Gurvan Saikhan) from geographically distinct areas of Mongolia were analyzed by using 10 microsatellite DNA markers. Since the 10 markers were highly polymorphic, the genetic characteristics of these native goat populations could be estimated. Genetic diversity within populations, as estimated by the expected heterozygosities, was high, ranging from 0.719 to 0.746, but genetic differentiation between populations was low, representing only 1.7% of the total genetic variation. The results suggest that Mongolian native goat populations still have a semi-wild genetic structure reflecting traditional Mongolian nomadism and the short history of artificial selection. The genetic relationships among the populations were not clear in the neighbor-joining tree generated from the modified Cavalli-Sforza chord genetic distances. By using principal components analysis, the five core populations of Mongolian native goats (Bayandelger, Ulgii Red, Zavkhan Buural, Sumber, and Dorgon) and the populations crossed with Russian breeds (Zalaajinst White, Erchim Black, and Gobi Gurvan Saikhan) were distinguished. There was no correlation between genetic relationships among the populations and the geographical distribution of the populations.

The Relationships Among Occupational Safety Climate, Patient Safety Climate, and Safety Performance Based on Structural Equation Modeling

  • Aghaei, Hamed;Asadi, Zahra Sadat;Aliabadi, Mostafa Mirzaei;Ahmadinia, Hassan
    • Journal of Preventive Medicine and Public Health
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    • v.53 no.6
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    • pp.447-454
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    • 2020
  • Objectives: The aim of the present study was to investigate the relationships among hospital safety climate, patient safety climate, and safety outcomes among nurses. Methods: In the current cross-sectional study, the occupational safety climate, patient safety climate, and safety performance of nurses were measured using several questionnaires. Structural equation modeling was applied to test the relationships among occupational safety climate, patient safety climate, and safety performance. Results: A total of 211 nurses participated in this study. Over half of them were female (57.0%). The age of the participants tended to be between 20 years and 30 years old (55.5%), and slightly more than half had less than 5 years of work experience (51.5%). The maximum and minimum scores of occupational safety climate dimensions were found for reporting of errors and cumulative fatigue, respectively. Among the dimensions of patient safety climate, non-punitive response to errors had the highest mean score, and manager expectations and actions promoting patient safety had the lowest mean score. The correlation coefficient for the relationship between occupational safety climate and patient safety climate was 0.63 (p<0.05). Occupational safety climate and patient safety climate also showed significant correlations with safety performance. Conclusions: Close correlations were found among occupational safety climate, patient safety climate, and nurses' safety performance. Therefore, improving both the occupational and patient safety climate can improve nurses' safety performance, consequently decreasing occupational and patient-related adverse outcomes in healthcare units.

Genetic Studies on Faecal Egg Counts and Packed Cell Volume Following Natural Haemonchus contortus Infection and Their Relationships with Liveweight in Muzaffarnagari Sheep

  • Yadav, N.K.;Mandal, Ajoy;Sharma, D.K.;Rout, P.K.;Roy, R.
    • Asian-Australasian Journal of Animal Sciences
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    • v.19 no.11
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    • pp.1524-1528
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    • 2006
  • A total of 437 animals, comprising lambs aged between 3 and 12 months and adults of either sex of Muzaffarnagari sheep maintained at the Central Institute for Research on Goats, Makhdoom, Farah, Mathura, India were screened to assess the prevalence of Haemonchus contortus infection following natural infection and to identify the various factors affecting faecal egg count (FEC) and packed cell volume (PCV) of ewes and their genetic control. The relationships between FEC, PCV and body weight were also estimated. The prevalence rate for H. contortus infection in the flock under study was 15.7% indicating much lower occurrence of worm infection in lambs up to one year of age. On the other hand, a large proportion i.e., 67.7% of sheep was refractive to natural H. contortus infection. The random effect of sire significantly contributed (p<0.01) variation in log-transformed FEC (LFEC) of ewes. The season of birth had a significant (p<0.01) effect on LFEC of ewes. The lactating ewes had significantly (p<0.01) higher faecal egg counts compared to dry and pregnant ewes. The linear regression effects of the age of ewes on LFEC of animals were significant (p<0.01) in the present study. The heritabilities of LFEC, PCV and body weights of ewes during the course of infection were moderate to high in magnitude and ranged from 0.24 to 0.47. The LFEC of ewes was significantly (p<0.05) and negatively correlated with PCV at both genetic and phenotypic level. The genetic and phenotypic relationships between LFEC and body weights of ewes were -0.26 and -0.06 for this breed. The genetic correlation of PCV and body weight of ewes was positive and high (0.58) and statistically significant (p<0.05) but it was negatively correlated (-0.01) with body weight at the phenotypic level.

The Effects of Individual, Family, and Peer Factors on the Internalizing and Externalizing Problem Behavior of Adolescents (청소년의 개인요인, 가족요인 및 또래요인이 내면화·외현화 문제행동에 미치는 영향)

  • Kim, Youn Hwa
    • Human Ecology Research
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    • v.52 no.4
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    • pp.371-382
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    • 2014
  • This study investigated the relationships among individual factors, family factors, peer relationships and the internalizing and externalizing behaviors of adolescents. The data were obtained from a sample of 417 7th and 8th grade students. These data were collected with questionnaires and analyzed by using a t-test, Pearson's correlation, and a multiple regression analysis with SPSS ver. 18.0. The results can be summarized as follows. There is a significant difference in an adolescent's self-control, their father's rejective rearing, peer pressure, and the peer relationship between boys and girls. The results showed that boys had higher self-esteem and father's rejective rearing than girls. On the other hand, girls had higher peer pressure and more intimate peer relationships than boys. The results revealed that the 7th grade students had higher self-esteem and mother's warmth rearing than the 8th graders. Furthermore, the 8th grade students showed higher shame, mother's rejective rearing, marital conflict, internalizing behavior, and externalizing behavior than the 7th graders. The internalizing behavior in boys was influenced by shame, marital conflict, and peer pressure. In the case of girls, the internalizing behavior was affected by shame, mother's warmth rearing, and peer pressure. The externalizing behavior in boys was influenced by self-control and shame. In the case of girls, the externalizing behavior was affected by self-control, shame, marital conflict, and peer pressure. Adolescents who exhibited higher levels of shame than others and higher peer pressure showed internalizing problem behaviors. Adolescents who had less self-control and more shame, experienced more externalizing behavior problems.

The Relationships among Components of Thinking related to Statistical Variability (통계적 변이성 사고 요소 간의 관계 연구)

  • Ko, Eun Sung
    • School Mathematics
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    • v.14 no.4
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    • pp.495-516
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    • 2012
  • This study distinguished thinking related to statistical variability into six components - the noticing of variability, the explanation of variability, the control of variability, the modeling of variability, the understanding of samples, and the understanding of sampling distribution and investigated the relationships among the thinking components. This study found that this distinction of thinking components related to statistical variability is reasonable. The results showed that each correlation coefficient of the modeling of variability, the understanding of samples, and the understanding of sampling distribution with regard to the noticing of variability, the explanation of variability, and the control of variability is similar. Based on this results, new variable, the understanding of sampling, has been drawn. The results also showed that while the noticing of variability and the control of variability influence the understanding of sampling, the explanation of variability does not influence it.

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Relationships of Stigma, Family Support, and Quality of Life in Tuberculosis Patients (결핵환자의 스티그마, 가족지지와 삶의 질의 관계)

  • Park, Su-Jung;An, Minjeong;So, Hyang-Sook
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.285-294
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    • 2015
  • Purpose: The purpose of this study was to identify the relationships between stigma, family support, and quality of life in tuberculosis patients. Methods: The participants were 122 who completed a questionnaire. The data were analyzed using descriptive statistics, t-test, and ANOVA. Results: The score of stigma I(community perspectives) was $18.67{\pm}7.48$ and the score of stigma II(patients perspectives) was $14.84{\pm}6.93$. The score of those with family support was $30.81{\pm}4.16$. The score of QOL was $102.22{\pm}13.72$. The findings showed significant positive relationships between stigma I and stigma II and between family support and QOL(r = .753, p < .001; r = .314, p < .001, respectively) and negative relationship between stigma II and QOL(r = -.250, p = .005). Conclusion: Further studies are needed to develop and evaluate the nursing interventions to support patients with tuberculosis, reducing their level of stigma and improving their quality of life.

Relationships Between Cadmium, Copper, Mercury, Zinc Levels and Metallothionein in the Liver and Kidney Cortex of Korean (한국인 간장 및 신장피질에 함유된 카드뮴, 구리, 수은, 아연 함량과 메탈로치오나인과의 관계)

  • Lee Sang Ki;Yoo Young Chan;Yun Yeo Pyo;Yang Ja YouL;Oh Seung Min;Chung Kyu Hyuck
    • Environmental Analysis Health and Toxicology
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    • v.19 no.4
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    • pp.383-388
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    • 2004
  • In order to elucidate the relationships between cadmium, copper, mercury, zinc levels and metallothionein in the liver and kidney cortex of Korean, the levels of Cd, Zn, Hg, Cu and metallothionein (MT) were determined in the kidney cortex and liver of 50 subjects deceased in the period of January-November, 2001 in the area of Seoul and Gyeonggi Province of Korea. The mean age of the population studied was 36.3+/-12.3 years. The tissues were digested with microwave digestion system and the elements were determined by inductively coupled plasma atomic emission spectrometry. MT was determined by the Cd-hemoglobin affinity assay. The determined levels (mean+/-SD) were: 33.9+/-18.9 micrograms Cd/g wet weight; 47.5+/-12.6 micrograms Zn/g wet weight; 2.5+/-0.57 microgram Cu/g wet weight; 0.26+/-0.31 micrograms Hg/g wet weight, 4.0+/-3.1 mg MT/g wet weight in renal cortex and 2.5+/-1.9 micrograms Cd/g wet weight; 46.9+/-15.0 micrograms Zn/g wet weight; 6.2+/-2.5 micrograms Cu/g wet weight; 0.10+/-0.15 micrograms Hg/g wet weight, 0.92+/-0.57 mg MT/g wet weight in the liver. Positive relationships between Cd and MT, sum of four divalent metal and MT in the kidney cortex were observed. No other correlation was found between Cu and MT, Hg and MT, Zn and MT in either organs.

Analysis of Relationships between Parenting Stress, Maternal Depression, and Behavioral Problems in Children at Risk for Attention Deficit Hyperactive Disorder (주의력결핍 과잉행동장애 위험요인에 따른 어머니의 양육스트레스, 우울 및 아동문제행동 간의 관계분석)

  • Shin, Hee-Sun;Kim, Jeong-Mee
    • Journal of Korean Academy of Nursing
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    • v.40 no.3
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    • pp.453-461
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    • 2010
  • Purpose: In this study differences in behavioral problems between children at risk for Attention Deficit Hyperactive Disorder (ADHD) and normally developing children were identified. Further, relationships between parental stress, depression, and child behavioral problems according to ADHD symptoms were explored. Methods: Participants were 222 elementary school children and their parents. The ADHD risk group was determined by the Korean-ADHD Rating Scale. Data were collected using the Korean-ADHD Rating Scale, Korean version of Child Behavior CheckList (K-CBCL), Parenting Stress Index, and Beck Depression Inventory. Data were analyzed using t-test, Pearson correlation coefficients, and regression analysis. Results: 1) The ADHD risk group showed higher levels of behavioral problems, parenting stress, and maternal depression than the normal group. 2) There were significant relationships between ADHD scores and parenting stress (r=.66), maternal depression (r=.35), internal behavioral problems (r=.47), and external problems (r=.55), but, ADHD risk scores were negatively correlated with social competence (r=-.40). 3) The regression analysis revealed that ADHD levels affected the child's internal behavioral problems, mediated by maternal depression ($\beta$=.29, p<.001). Conclusion: The study results show that higher risk scores for ADHD indicate a significant effect for behavioral problems. Also, parenting stress and depression influence child's behavioral problems. These results suggest that identification of children at risk for ADHD and development of parental education programs would contribute to the prevention of behavioral problems and aggravation of the ADHD symptoms.

Relationships between Treatment Belief, Personal Control, Depressive Mood and Health-related Quality of Life in Patients with Hemodialysis (혈액투석 환자의 치료에 대한 믿음, 질병 통제감과 우울, 건강 관련 삶의 질과의 관계)

  • Cha, Jieun;Yi, Myungsun
    • Korean Journal of Adult Nursing
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    • v.26 no.6
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    • pp.693-702
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    • 2014
  • Purpose: The purpose of this study was to examine the relationships between treatment belief, personal control, depressive mood, and health-related quality of life in patients with hemodialysis based on self-regulation theory. Methods: Data were collected from 220 patients at 27 local hemodialysis clinics in Seoul during 2013 and 2014. The Revised Illness Perception Questionnaire, the Hospital Anxiety and Depression Scale, and Medical Outcomes Study Short Form-12 were used to measure outcome variables. Data were analyzed using descriptive statistics, t-tests, ANOVA, Pearson correlation, and multiple regression using the 'enter' method. Results: Treatment belief and personal control scored 3.58 and 3.54 out of 5 points respectively, on average. Treatment belief and personal control of kidney disease were negatively correlated with depressive mood and positively correlated with health-related quality of life. According to the regression analysis, treatment belief, monthly income, and personal control were discovered to account for 21.8% of the variance in depressive mood, where as depressive mood, monthly income, treatment belief, and age were found out to account for 40.6% of the variance in health-related quality of life. Conclusion: Our study demonstrated significant positive relationships between treatment belief and illness outcome in hemodialysis patients. Interventions aimed to provide the necessary information and trust to maximize the effectiveness of treatment need be developed to improve patients outcomes.