• Title/Summary/Keyword: stepwise analysis

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Factors Influencing on the Subjective Happiness of Senior Nursing Students (고학년 간호대학생의 주관적 행복감에 영향을 미치는 요인)

  • Cho, In Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.3
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    • pp.118-128
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    • 2020
  • This descriptive study investigated the factors influencing on subjective happiness of senior nursing students. The participants were 235 nursing students in grades 3 and 4 in K city from May 1, 2019 to May 28, 2019. The data was collected using self-report questionnaires that contained items on subjective happiness, professional intuition, human relationship, major satisfaction, family health, and social support scale. The data was analyzed using descriptive statistics, Pearson's correlation coefficients, and stepwise multiple regression analysis with the SPSS 22.0 program. The subjective happiness of the subjects averaged 4.75±1.16 on the 7-point scale, and the subjective happiness according to the general characteristics of the subjects showed a significant difference in health status (F=6.826, p<.001). The most influential factors on the subjects' subjective happiness were health status (β=.177 p=.005), academic satisfaction (β=.138, p=.027), and family health (β=.268, p<.001), and the explanatory power of the model was 16.7% (F=15.160, p<.001). The results of this study may provide a foundation to develop an efficient intervention program to improve the happiness of senior nursing students.

Differences between Critical thinking Disposition and Clinical practice according to Satisfaction for Nursinga Practice (간호학 만족도에 따른 비판적 사고성향과 임상수행능력의 변화)

  • Seo, Ji Yeong;Choi, Eun Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.9
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    • pp.113-119
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    • 2020
  • This study examined the effects of stepwise education for operation patient care according to nursing satisfaction on the critical thinking disposition and clinical performance. The participants were 192 junior students who signed a consent form with an explanation of the study. Data were obtained from the students on the first day of junior's first semester and the last day of junior's first and second semester. Data analysis was performed using the number, percentage, mean, standard deviation, Chi-square test, t-test, and repeated measure ANOVA through the SPSS/WIN 23.0 program. Results showed that nursing students with high nursing satisfaction had higher critical thinking disposition than those with lower nursing satisfaction (F=4.57, p=.012). There were no significant differences according to time (F=0.20, p=.821). The clinical performance was not significantly different according to nursing satisfaction (F=1.08, p=.343) and time (F=1.58, p=.210). This means that increasing nursing satisfaction would be a strategy for increasing the critical thinking disposition that was the core competency of nursing students.

Analysis of the Factors Influencing the Mesopore Ratio on the Soil Surface to Investigate the Site Factors in a Forest Stand(I) - With a Special Reference to Coniferous Stands - (산림(山林)의 입지환경인자(立地環境因子)가 표층토양(表層土壤)의 조공극률(粗孔極律)에 미치는 영향인자(影響因子) 분석(分析)(I) - 침엽수림(針葉樹林)을 중심(中心)으로 -)

  • Jeong, Yongho;Park, Jae Hyeon;Kim, Kyong Ha;Youn, Ho Joong
    • Journal of Korean Society of Forest Science
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    • v.90 no.3
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    • pp.314-323
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    • 2001
  • This study aimed to clarify the influencing factors of mesopore ratio on a pore geometry of surface soil in coniferous stands as an index of the water retention capacity. Twenty three factors including site conditions and soil properties were analyzed by spss/pc + for the data collected during March to October of 1993. The factors influencing the mesopore ratio(pF2.7) on the surface soil were as follows; macropore ratio(pF1.6), slope, crown-cover rates, thickness of F layer, organic matter contents, and the growing stock. And influencing factor on the ratio of mesopore in the soil surface was correlated with percentage of amount of clay, soil surface, A and B horizon soil hardness shows high negative significance. Also, multiple regression equations for mesopore ratios of surface soil and surface soil hardness, clear length, growing stock, B horizon of soil hardness, organic matter contents show high significance($R^2$; 0.80). In coniferous stands, it is effective in promoting development on the ratio of mesopore that forest practice for enhancing of the water resource retention capacity should be carried out when the crown-cover rates of stands are more than 80 percentages.

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Combined Trial of Fish Oil and Exercise Training Prevents Impairment in Insulin Action on Glucose Transport of Skeletal Muscle Induced by High-Fat Diet in Rats

  • Lee, Ji-Hyun;Kim, Jong-Yeon;Kim, Yong-Woon;Park, So-Young;Youn, Woon-Ki;Jang, Eung-Chan;Park, Deok-Il;Kim, Suck-Jun;Kim, Eun-Jung;Lee, Suck-Kang
    • The Korean Journal of Physiology and Pharmacology
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    • v.4 no.2
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    • pp.91-97
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    • 2000
  • The purpose of the present study was to determine the preventive effects of combined interventional trial of fish oil treatment and exercise training on insulin resistance of skeletal muscle in high-fat fed rats. Male Wistar rats were randomly divided into chow diet (CD), high-fat diet (HF), high-fat diet with fish oil (FO), high-fat diet with exercise training (EX), and FO+EX groups. The rats in control group were fed chow diet containing, as percents of calories, 58.9% carbohydrate, 12.4% fat, and 28.7% protein. High-fat diet provided 32% energy as lard, 18% as corn oil, 27% as carbohydrate and 23% as casein. The fish oil diet had the same composition as the high fat diet except that 100 g menhaden oil was substituted for corn oil. Insulin sensitivity was assessed by in vitro glucose transport in the soleus muscle after diet treatment and treadmill running for 4 weeks. While the FO or EX only partially prevented insulin resistance on glucose transport and visceral obesity induced by high-fat diet, these interventions completely corrected hyperinsulinemia and hyperglycemia from the high-fat diet. The rats in the FO+EX showed normalized insulin action on glucose transport, plasma chemicals and visceral fat mass. Insulin-mediated glucose transport was negatively associated with total visceral fat mass (r=-0.734; p<0.000), plasma triglyceride (r=-0.403; p<0.05) and lepin (r=-0.583; p<0.001) concentrations with significance. Multiple stepwise regression analysis showed that only total visceral fat mass was independently associated with insulin-mediated glucose transport (r=-0.668; p<0.000). In conclusion, combined interventional trial of FO+EX recovered insulin resistance on glucose transport of skeletal muscle induced by high-fat diet. Visceral fat mass might be more important factor than plasma TG and leptin to induce insulin resistance on glucose transport of skeletal muscle in high-fat fed rats.

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Estimation of Genetic Parameters and Annual Trends for Racing Times of Thoroughbred Racehorses (더러브렛 경주마의 주파기록에 대한 유전모수 추정과 연도별 개량량 분석)

  • Oh, Seung-Yoon;Park, Jong-Eun;Lee, Jeong-Ran;Lee, Jin-Woo;Oh, Hee-Seok;Kim, Hee-Bal
    • Journal of Animal Science and Technology
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    • v.51 no.2
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    • pp.129-134
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    • 2009
  • The aim of this study was to estimate genetic parameters and annual trends on the racing performance of Thoroughbred horses by a statistical analysis of the resulting records. We used the racing results of 245,979 observations for 13,458 horses recorded in 19 years of race held at Seoul and Busan racing tracks, provided by Korea Racing Authority. After a careful adjustment of some variables such as racing times, jockey and trainer numbers and the average prize a horse won, we selected significant factors that explain the result of racing records of a horse by stepwise AIC and BIC methods. The estimated heritability and repeatability were 0.322 and 0.332, respectively. The average of annual phenotypic and genetic improvement was -0.166 seconds and -0.161 seconds, respectively. Based on the statistical approach, we established reasonable animal model of well-set variables, which is important in the study on estimating performance of racing horses.

Statistical Evaluation of the Physico-Chemical Characteristics Affecting the Palatability of Black Tea (홍차(紅茶) 기호도(嗜好度)와 관련된 이화학적(理化學的) 특성(特性)에 대(對)한 통계적(統計的) 분석(分析))

  • Kim, Young-Soo;Kim, Hea-Young;Nam, Young-Jung;Ko, Young-Su
    • Korean Journal of Food Science and Technology
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    • v.18 no.1
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    • pp.16-23
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    • 1986
  • Physico-chemical and sensory characteristics of 28 black tea samples prepared by oaring the mixing ratio of 1 kind of Korean and 9 kinds of foreign black tea were determined, and their relationship was statistically analysed. Korean black tea was found to be lower in bulk density, caffeine, theobromine, crude protein, theaflavin, thearubigin and soluble solids, and higher in Hunter L- and b- value, neutral detergent fiber, calcium and ratio of oxidized matter as compared with foreign black tea. The palatability for 8 kinds of foreign black tea was generally increased by mixing with Korean black tea. The number of black tea whose palatability were higher than that of Korean black tea was 12, which was mostly mixed black tea. Theaflavin. Hunter a-value, soluble solids of the tea infusion, and potassium of the manufactured tea were the major guiding characteristics as a result of stepwise multiple regression analysis, and about 67% of the total variations in the palatability of black tea could be explained by the regression equation formulated by the preceding 4 characteristics.

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Study on the Sea Level Pressure Prediction of Typhoon Period in South Coast of the Korean Peninsula Using the Neural Networks (신경망 모형을 이용한 태풍시기의 남해안 기압예측 연구)

  • Park, Jong-Kil;Kim, Byung-Soo;Jung, Woo-Sik;Seo, Jang-Won;Shon, Yong-Hee;Lee, Dae-Geun;Kim, Eun-Byul
    • Atmosphere
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    • v.16 no.1
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    • pp.19-31
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    • 2006
  • The purpose of this study is to develop the statistical model to predict sea level pressure of typhoon period in south coast of the Korean Peninsula. Seven typhoons, which struck south coast of the Korean Peninsula, are selected for this study, and the data for analysis include the central pressure and location of typhoon, and sea level pressure and location of 19 observing site. Models employed in this study are the first order regression, the second order regression and the neural network. The dependent variable of each model is a 3-hr interval sea level pressure at each station. The cause variables are the central pressure of typhoon, distance between typhoon center and observing site, and sea level pressure of 3 hrs before, whereas the indicative variable reveals whether it is before or after typhoon passing. The data are classified into two groups - one is the full data obtained during typhoon period and the other is the data that sea level pressure is less than 1000 hPa. The stepwise selection method is used in the regression model while the node number is selected in the neural network by the Schwarz's Bayesian Criterion. The performance of each model is compared in terms of the root-mean square error. It turns out that the neural network shows better performance than other models, and the case using the full data produces similar or better results than the case using the other data.

A Comparative Study of Characteristics of the Beauty Major Students (미용대학생들의 성격특성 비교 연구)

  • Koh, Seong-Yeon
    • The Journal of the Korea Contents Association
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    • v.20 no.3
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    • pp.336-344
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    • 2020
  • The purpose of this study was to investigate the PAI profile of the beauty major students. They were used through the PAI inspection result of 298 university students located in the chungcheong province in 2019. The results are summerized as follows; First, when comparing the average scale of college students majoring in beauty with those of college students majoring in general, college students majoring in beauty displayed a higher profile type in clinical scale than those of university students in general, with significant differences in SOM and ALC. Second, SOM, PAR, AGG, SUI that were significant when comparing beauty majors and general majors to navigate the PAI scale that significantly predicts beauty majors. As a result of conducting stepwise regression analysis on the four factors as a search factor, the scale of SOM is extracted, and it becomes a diversion that can predict college students in the beauty major. Therefore, beauty majors are more obsessed with physical problems than the ordinary students, and have an impulse-oriented behavior. These results will be used as materials for selecting, managing, educating or consulting a student majoring in beauty and will provide many implications for career choices after graduation.

Utilization and Factors Associated in Public Health Centers in Incheon Metropolitan City (인천광역시 보건소 이용실태 및 관련요인 분석)

  • Han, Gyeong-Soon
    • Journal of dental hygiene science
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    • v.15 no.6
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    • pp.728-735
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    • 2015
  • This research was based on using status and factors associated in public health centers survey in 703 local residents from September 1 to 25, 2015. Data were analyzed with chi-square test, t-test, one way ANOVA, and Stepwise Multiple Regression analysis using SPSS WIN 21.0 program and significance level was set at p<0.05. It was investigated that Incheon city health centers' utilization of residents were 38.8%, the annual average of utilization was 3.92 times. Health centers were mainly used by themselves (25.3%) or recommendation of the people around them (17.8%). The reason why they don't use was no need (27.0%) and don't know well (9.4%) or long distance (7.8%). The average of awareness about the total health programs was 41.2%, the average of utilization rate was 8.1%, both higher rate of awareness and utilization about health programs were vaccination (86.6%, 36.9%), and health examinations (67.2%, 18.7%). The average of satisfaction about health programs was 3.88 out of 5, sealant (4.26 points) and rationing fluoride solution (4.07 points) indicated a high level of satisfaction. The most common factor which represents the impact on public health use and use frequency were the time it takes to move, also gender, age and form of home ownership were major factor in common. Based on this, we have to seek concrete measures of national health programs which conducted to improve the health of local residents can be implemented successfully.

Identification of Anti-obesity Constituents from Yukeuigambitang (육의감비탕(肉薏減肥湯)의 항비만 효능 및 유효성분 규명)

  • Wang, Shian;Song, Hyo-Nam;Choi, Won-Ik;Park, Jong-Hyuk;Jeong, Youg-Joon;Kang, Se-Chan;Ko, Sung-Kwon;Bhang, Dae-Hyuk
    • Korean Journal of Plant Resources
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    • v.25 no.2
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    • pp.271-276
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    • 2012
  • To develop antiobese food materials from medicinal plants, isolation of antiobese active compounds in $Yukeuigambitang$ of which activity was already proved in the previous study by animal experiments was performed. Antiobese effect of stepwise solvent fractions from 70% ethanol extract of $Yukeuigambitang$ was determined by the differentiation inhibition activity on 3T3-L1 preadipocytes. CH2Cl2 fraction had significant antiobese activity, and n-Hexane and EtOAc fractions were the next. Three phenolic compounds from $CH_2Cl_2$ fraction were identified by GC/MS analysis and one compound was finally isolated by HPLC. It was revealed as a new compound presumed to be one of the derivatives produced from the medicinal plants mixture in $Yukeuigambitang$.