• Title/Summary/Keyword: simple regression analysis

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Body Fat Percentage and Natural Killer Cell Activity of Breast and Rectal Cancer Patients after Diagnosis but before Treatment (진단 직후 유방암.직장암 환자의 체지방량과 자연 살 세포 활동량)

  • Kim, Dal-Sook;Jun, Myung-Hee
    • Journal of Korean Academy of Nursing
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    • v.38 no.2
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    • pp.321-331
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    • 2008
  • Purpose: To examine the relationship between body fat percentage (BFP) and N-K cell activity (NKCA) in Korean breast and rectal cancer patients just after diagnosis. Methods: With 35 subjects enrolled between November 2002 and May 2003, Bioelectrical Impedance Analysis was used to estimate BFP. FACS Analysis was used to measure N-K cell activity. The relationships between BFP and NKCA were identified by using curve estimation, simple regression, and multiple regression, Results: The mean BFPs of the subjects and all the sub-groups were higher than acceptable BFPs. Both the mean NKCAs of male and female subjects were lower than that of healthy women. NKCA was explained by BFP with a 14.9% variance in the total subjects (p<.05). There were significant negative relationships between BFP and NKCA after controlling age, type of cancer, and stage of cancer while no significant relationship was found after controlling for gender. The relationships between BFP and NKCA in the sub-groups of female, breast cancer, and stage I, and II were significant. The relationships between male, rectal cancer, and the stage III, and VI sub-groups were not identified, but they revealed a mild to moderate steep in curve estimation. Conclusion: Weight reduction could prevent the risk and advancement of breast and rectal cancer in Koreans.

The Effect of Sugar Intake on Attention Deficit Hyperactivity Disorder of School Children (국민학교 아동의 설탕섭취량이 주의결핍 과잉활동장애와 미친 영향)

  • 정혜경
    • Journal of Nutrition and Health
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    • v.28 no.7
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    • pp.644-652
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    • 1995
  • The purpose of this study was to examine the relationship between sugar intake and behavioral problems in Korean school children. The subjects were 280 school children lived in Soung Nam city. Nutrient and sugar intakes were measured by 24-hour recall method and food frequency method through personal interview. Hyperactivity scores of children were measured by teacher and mother using conners Rating Scale-Revised. The average daily total sugar intake for the total sample was 63.0$\pm$37.4g(Range : 10g-220g). The result of stepwise multiple regression analysis using the sugar intake as dependent variable showed that energy, participation of school lunch program, Vit B2, protein, education of fathers, niacin, calcium are significant explanatory variables, explaining 44.8% of variation. As a result of the Conners scale test by teacher, 4% of children were Attention Deficit Hyperactivity Disorder(ADHD) children. A result of the Conners scale test by mother, 8% of children were ADHD children. The result of simple regression analysis had not shown significant relationship between sugar intake and ADHD scores. But the result of the Conners test by teacher, sugar intake(69.9$\pm$37.1g) of ADHD children were significantly higher than sugar intake(62.9$\pm$37.7g) of normal children(p<0.01).

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Correlations among Internet Games Addiction, Self-esteem and Physical Health in Middle School Students (중학생의 인터넷게임중독, 자아존중감 및 신체건강간의 관계)

  • Joo, Ae-Ran
    • Research in Community and Public Health Nursing
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    • v.18 no.2
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    • pp.331-339
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    • 2007
  • Purpose: This study was conducted to identify correlations among internet games addiction (IGA), self-esteem and physical health in middle school students. Methods: A total of 428 middle school students were selected through simple random sampling. Data were collected from the $15^{th}$ to $30^{th}$ of March, 2006. Data were analyzed using SPSS/PC program by frequency, $\chi^2$-test, t-test, ANOVA, Duncan test, Pearson's correlation coefficient, and Stepwise Multiple Regression. Results: 1. According to the results of analyzing the degree of IGA, the addicted group was 1.9% 2. Analysis of IGA according to the general characteristics showed that there were statistically significant differences in on-line friend, using time and major leisure. 3. Analysis of physical health according to the general characteristics showed that there were statistically significant differences in on-line friend and off-line friend. 4. IGA was in a significantly negative correlation with self-esteem. 5. In the results of regression, using time was identified as a factor influencing the IGA. Conclusion: Considering the results above, we need to develop IGA prevention programs to enhance physical health and self-esteem and to control using time.

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Health Information Managers' Job Stress in an Electronic Medical Record Environment

  • Noh, Jin-Won;Choi, Hyo-Jin;Hong, Jin-Hyuk;Boo, Yoo-Kyung
    • International Journal of Contents
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    • v.13 no.2
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    • pp.35-43
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    • 2017
  • This study sought to measure the influence of HIMs' work environment changes on job stress, and to explore measures for improving job satisfaction among them. A total of 275 hospital HIMs' were surveyed using a structured questionnaire. Significant job stress impact variables were sorted out using a simple linear regression analysis. Then, through multiple linear regression analysis, multicollinearity was tested. Significant impact factors were identified from among the control variables, and job stress impact was measured. The survey revealed that in public hospitals where the EMR system has been implemented for a longer period, depression scores in HIMs' were increased. HIMs' job stress level was found to be affected by the following factors: computerization of their working environment, experience of depression, unemployment, and manpower reduction, as well as, their lifestyles, including leisure activities. The results of this study suggest that HIMs' job stress can be reduced through work environment improvement and improvement of their personal lifestyle habits.

The Relationship of One Repetition Maximum between Flat Bench Press Exercise and Incline Bench Press Exercise (플랫 벤치프레스 운동과 인클라인 벤치프레스 운동 간의 최대근력 관계)

  • Lim, Kyu-Chan
    • Korean Journal of Applied Biomechanics
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    • v.16 no.4
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    • pp.189-194
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    • 2006
  • The purpose of this study was to identify the relationship of one repetition maximum between flat bench press exercise and incline bench press exercise, and so 40 male students of U-university were sampled purposedly, who were skilled in flat bench press and incline bench press exercises. After measuring lRM of each exercise by free barbell weight, the correlation analysis and the simple regression analysis were examined by using SPSS 120 at a significance level .05. The conclusions were as follows; Firstly, it was identified that 1RM of flat bench press exercise and incline bench press exercise were $89.2{\pm}25.9kg$, $67.1{\pm}22.1kg$ respectively, and the coefficient of correlation between two variables was 0.969, so the relationship was positive correlation. Secondly, it was identified that the regression equation predicted 1RM of incline bench press exercise was significant actually and statistically, so it was expressed that the equation was -6.648 + 0.827 (1RM of flat bench press exercise).

The Relationship between Maternal Employment, Maternal Job Characteristics, Spousal Support, and Parenting Stress (어머니의 취업 여부, 취업 관련 특성, 배우자의 지지 및 양육스트레스간의 관계)

  • Kim, Ki-Won;Doh, Hyun-Sim;Kim, Sang-Won;Rhee, Sun-Hee
    • Korean Journal of Child Studies
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    • v.31 no.5
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    • pp.101-113
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    • 2010
  • This study examined the relationship between maternal employment, maternal job characteristics, spousal support and parenting stress, using a sample of 502 mothers (207 employed and 295 nonemployed mothers) who had 1st and 2nd grade children. The participants completed a set of questionnaires. Data were analyzed by means of Pearson's correlation, simple regression analysis, and multiple regression analysis. Our results indicated that maternal employment was not significantly related to parenting stress. It was also found that employed mothers experienced less parenting stress when they perceived greater job satisfaction and higher spousal support. Lastly, spousal support moderated the impact of job satisfaction on employed mothers' parenting stress, indicating that the relationship between job satisfaction and parenting stress was stronger for the high spousal support group than for the low spousal support group.

The Relating Factors of Elder Abuse among Community-dwelling Elderly with Stroke (지역사회에 거주하는 노인 뇌졸중 환자의 학대 관련 요인)

  • Kim, Oksoo;Jeon, Hae Ok;Kim, Bo Hye
    • Korean Journal of Adult Nursing
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    • v.24 no.5
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    • pp.466-476
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    • 2012
  • Purpose: The purpose of this secondary analysis study was to examine the incidence of abuse and the contributing factors for that abuse among the Korean elderly with stroke. Methods: Data were derived from the 2008 Korean National Survey on Older Adults. The participants were 934 community-dwelling elderly with stroke. Data were analyzed using the Rao-Scott $x^2$-test, simple logistic regression and multiple logistic regression with the PASW 18.0 complex samples analysis module. Results: The prevalence of elder abuse was 13.5%. Emotional abuse (10.0%) was the most frequently reported abuse, followed by financial neglect (3.8%), caring neglect (3.3%), financial abuse (2.1%), and physical abuse (1.9%). 44.6% of the perpetrators of emotional abuse were coresidential family members. Participants without spouses (odds ratio=2.05, 95% CI=1.14~3.68), those without diabetes (odds ratio=2.24, 95% CI=1.15~4.39), and depressed participants (odds ratio=2.72, 95% CI=1.34~5.52) were more likely to be abused. Conclusion: Emotional abuse was the most frequently reported type of abuse while physical abuse was least frequent among the elderly with stroke. Nurses caring for the elderly with stroke should be aware of the types of abuse and risk factors such as lack of spouse and incidents of depression.

Characteristics of Benthic Chlorophyll a and Sediment Properties in the Tidal Flats of Kwangyang Bay, Korea

  • Sin, Yong-Sik;Ryu, Sang-Ock;Song, Eun-Sook
    • ALGAE
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    • v.24 no.3
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    • pp.149-161
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    • 2009
  • Characteristics of benthic microalgae and sediment properties were investigated for the intertidal flats of Kwangyang Bay, Korea. Sampling stations were selected every 100 m in the intertidal flats from land-side to open ocean at two different sampling sites. Samples were collected in June 2004, July, September, November, February and May 2005. Sediments properties were measured including temperature, water contents, sediment bulk density, nutrient concentrations in porewater. Chlorophyll a concentrations in surface sediment (0.5 cm) were measured and relationships between the chlorophyll a and various sediment properties were analyzed to identify major mechanisms regulating biomass of benthic microalgae in the intertidal flats using simple linear regression analysis. Sediment chlorophyll a concentrations were maximum during winter and minimum during warm seasons ranging from 4.4 mg $m^{-2}\;to\;81.2\;mg\;m^{-2}$. No clear spatial variations were observed for the sediment chlorophyll a in the study sites. Results from regression analysis suggested that benthic microalgae biomass was affected by sediment temperature and nutrients especially ammonium and silicate. Grazing effect was estimated using chlorophyll: pheopigments ratio, indirect indicator of grazing activity, and the positive correlation of the ratio and chlorophyll a implied that microalgae biomass is affected by grazing of zoobenthos although direct measurement of grazing activity is required to determine the importance of top-down controls in the benthic microalgae dynamics.

Study of Interrelation between the Predicted and Measured Results of Air Blast and Blast Noise (폭풍압 및 소음의 실측치와 예측치의 상관관계 검토)

  • Park, Jun-Ho;Kang, Choo-Won
    • Explosives and Blasting
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    • v.25 no.2
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    • pp.35-46
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    • 2007
  • The excavation of ground by blasting is widely accepted during construction of the various infrastructures because the cost is relatively low and its process is simple. Although the ground vibration accompanied by the blasting has drawn many theoretical and experimental research interests, the environmental influence of the air blast tends to be overlooked. This means the noise produced from construction sites have been neglected academically even though it is very controversial and hypersensitive case causing many conflicts in environmental problems. In the light of this, this study explores a way of calculation of air blast. Specifically, we measure the actual air blast and explosive noise, and then make the predicted formula of them based on the change of charge per delay using regression analysis. The comparison with the predicted and measured results helps to determine the validity of estimated formula.

A Study on the Flank Wear of Carbide Tool in Machining SUS304 (SUS304 절삭시 Carbide 공구의 Crater 마모에 관한 연구)

  • Jeong, Jin-Yong;O, Seok-Hyeong;Kim, Jong-Taek;Seo, Nam-Seop
    • Journal of the Korean Society for Precision Engineering
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    • v.8 no.3
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    • pp.44-54
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    • 1991
  • A Study was made on falnk wear in carbide tools in turning SUS304 steel. When an austenitic stainless steel (SUS304 steel) is cut with the tool, saw-toothed chip are produced. It is found that machining SUS304 steel would make a tool worn fast. For increasing productivity, tool wear has to be predicted and controlled. An amended cutting geometry consisting of a negative rake angle ($-6^{\circ}$ ) and a high clearance angle ($-17^{\circ}$ ) is proposed for decreasing carbide tool wear (flank) in the machining of SUS304 steel. The amended cutting geometry is found to make the flank wear lower than a general cutting geometry (rake angle $6^{\circ}$ , clearance angle $5^{\circ}$). The effects of the three cutting variables (cutting speed, feed, tool radius) on the flank wear analyzed by fiting a simple first-order model containing interaction terms to each flank wear parameter by means of regression analysis and the predicted from first-order regression analysis model equation of flank wear.

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