• Title/Summary/Keyword: Stepwise Approach

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Prediction of Quality of Life among the Elderly at Care Facilities for the Elderly according to Health States, Physical and Cognitive Functions, and Social Supports-Focused on D Metropolitan City (노인요양시설 노인의 건강상태, 신체적, 정신적 기능, 사회적 지지에 따른 삶의 질 예측요인-D 광역시를 중심으로-)

  • Kim, Jong-Im
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.7
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    • pp.4656-4667
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    • 2015
  • The purpose of this study was to investigate relations among the quality of life, health states, physical functions, cognitive functions, and social supports of the elderly at care facilities. The subjects include the elderly that were living in care facilities in some urban areas and aged 65 or older. The data of total 260 old people were used in analysis. Collected data were analyzed with descriptive statistics, t-test, ANOVA, Pearson correlation, and stepwise multiple regression. The elderly at care facilities, who were considered as physically and cognitive vulnerable, scored higher means on quality of life when they were satisfied with the length of stay and sleeping state, had higher subjective health states, had no tooth inconvenience and forgetfulness, suffered from a lower level of depression, had better cognitive functions, and received higher social supports. Quality of life had correlations with the sleeping state(r=-.20, p<.001), subjective health state(r=-.24, p<.001)s, depression(r=-.30, p<.001), and social supports(r=.30, p<.001). Social supports(${\beta}=.30$, p<.001), depression(${\beta}=-.25$, p<.001), subjective health states(${\beta}=-.22$, p<.001), length of stay(${\beta}=-.22$, p<.001), and sleeping state(${\beta}=-.12$, p=.025) turned out to predict the quality of life of the elderly at care facilities and have close relations with it. In short, the quality of life of the elderly is related to many different factors at care facilities. The findings indicate that nursing interventions and managements for quality of life require a mental and social approach or a whole person approach with a focus on the understanding of individual senior citizens rather than on physical activities and diseases.

Fault-Causing Process and Equipment Analysis of PCB Manufacturing Lines Using Data Mining Techniques (데이터마이닝 기법을 이용한 PCB 제조라인의 불량 혐의 공정 및 설비 분석)

  • Sim, Hyun Sik;Kim, Chang Ouk
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.2
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    • pp.65-70
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    • 2015
  • In the PCB(Printed Circuit Board) manufacturing industry, the yield is an important management factor because it affects the product cost and quality significantly. In real situation, it is very hard to ensure a high yield in a manufacturing shop because products called chips are made through hundreds of nano-scale manufacturing processes. Therefore, in order to improve the yield, it is necessary to analyze main fault process and equipment that cause low PCB yield. This paper proposes a systematic approach to discover fault-causing processes and equipment by using a logistic regression and a stepwise variable selection procedure. We tested our approach with lot trace records of real work-site. A lot trace record consists of the equipment sequence that the lot passed through and the number of faults for each fault type in the lot. We demonstrated that the test results reflected the real situation of a PCB manufacturing line.

Establishment of Integrated Health Evaluation Criteria for Coastal Aquaculture System (살포식 패류 양식어장 건강도 평가기준 설정)

  • Young-Shin Go;Dong-Hun Lee;Young-Jae Lee;Won-Chan Lee;Un-Ki Hwang
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.56 no.4
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    • pp.462-472
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    • 2023
  • We investigated the physio-chemical and geochemical parameters in the spraying shellfish aquacultures (Yeoja and Gangjin Bay) to establish the systematic strategy for effective environmental management. Spatial variation of each parameter showed partially significant difference (P<0.05) between Yeoja and Ganjin Bay, inferring the discriminative progress (i.e., accumulation and degradation) of the autochthonous organic matter within the aquaculture environments. We additionally integrated various properties (e.g., water/sediment quality, natural hazard, and biological health) which may affect the biological growth within the aquaculture habitats based on the biogeochemical cycles related to environmental components and aquaculture species. We used a screening approach (i.e., one out-all out; OOAO) which can permit the assessment of the health levels of aquaculture species, the scoring for other parameters (seawater, sediment, and natural hazard) as three levels (excellent, moderate and poor) depending on the complex interactive properties occurring in the aquaculture environments. Actual, discriminative scores obtained via our case studies may confirm that these stepwise processes are effectively evaluated for optimal health conditions within the aquaculture habitats. Thus, this approach may provide valuable insights for effective environmental management and sustainable growth of aquaculture operation.

Approximate estimation of soil moisture from NDVI and Land Surface Temperature over Andong region, Korea

  • Kim, Hyunji;Ryu, Jae-Hyun;Seo, Min Ji;Lee, Chang Suk;Han, Kyung-Soo
    • Korean Journal of Remote Sensing
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    • v.30 no.3
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    • pp.375-381
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    • 2014
  • Soil moisture is an essential satellite-driven variable for understanding hydrologic, pedologic and geomorphic processes. The European Space Agency (ESA) has endorsed soil moisture as one of Climate Change Initiates (CCI) and had merged multi-satellites over 30 years. The $0.25^{\circ}$ coarse resolution soil moisture satellite data showed correlations with variables of a water stress index, Temperature-Vegetation Dryness Index (TVDI), from a stepwise regression analysis. The ancillary data from TVDI, Land Surface Temperature (LST) and Normalized Difference Vegetation Index (NDVI) from MODIS were inputted to a multi-regression analysis for estimating the surface soil moisture. The estimated soil moisture was validated with in-situ soil moisture data from April, 2012 to March, 2013 at Andong observation sites in South Korea. The soil moisture estimated using satellite-based LST and NDVI showed a good agreement with the observed ground data that this approach is plausible to define spatial distribution of surface soil moisture.

Predictors of subjectives happiness for male nursing students (남자 간호대학생의 주관적 행복감에 영향을 미치는 요인)

  • Park, Ji-Hyun;Jo, Geum-Yi
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.2
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    • pp.511-522
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    • 2016
  • The aim of this study was to identify the significant predictors of subjective happiness for male nursing students. Collecting data from 171 male nursing students, we carried out t-test, ANOVA, Scheffe test, Pearson correlation coefficient, and stepwise multiple regression on SPSS Win 20.0. The significant predictors of subjective happiness for male nursing students were self-esteem, gratitude disposition, perceived relationship of peer, and flow. These factors explained 56.1% of subjective happiness. The results suggest that an effective approach to happiness promotion program for male nursing students should consider self-esteem, gratitude disposition, perceived relationship of peer, and flow.

Failure of Urination and Defecation after Intrathecal Phenol-glycerin Block for Management of Chronic Perineal Pain -A case report- (만성회음부 통증 치료를 위한 지주막하 페놀글리세린 차단 후 발생한 배변 및 배뇨장애 -증례 보고-)

  • Ahn, Hyun-Jung;Kim, Jong-Il;Lee, Sang-Gon;Ban, Jong-Seouk;Min, Byung-Woo
    • The Korean Journal of Pain
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    • v.12 no.2
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    • pp.268-271
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    • 1999
  • Intrathecal phenol-glycerin block is a potent tool in stepwise approach to intractable perineal pain. At outpatient clinic, intrathecal phenol-glycerin block have been frequently used to control the cancer pain, as this procedure does not require special equipment. However, undesirable effects may occur with any given intrathecal injection. Although most side effects do not last long, they deserve well to prevent. Recently, we have been controlled the perineal and perianal cancer pain with intrathecal phenol-glycerin block without any specific complications. However, one patient we managed experienced that one patient, with this procedure for chronic non-malignant perineal pain control experience gait disturbance and one-week of voiding and defication difficulties. This research reports these practices, including the review of literature.

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Evaluating Efficiency of Life Insurance Companies Utilizing DEA and Machine Learning (자료봉합분석과 기계학습을 이용한 생명보험회사의 효율성 평가)

  • Hong, Han-Kook;Kim, Jae-Kyeong
    • Journal of Intelligence and Information Systems
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    • v.7 no.1
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    • pp.63-79
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    • 2001
  • Data Envelopment Analysis(DEA), a non-parametric productivity analysis tool, has become an accepted approach for assessing efficiency in a wide range of fields. Despite of its extensive applications and merits, some features of DEA remain bothersome. DEA offers no guideline about to which direction relatively inefficient DMUs improve since a reference set of an inefficient DMU, several efficient DMUs, hardly provides a stepwise path for improving the efficiency of the inefficient DMU. In this paper, we aim to show that DEA can be used to evaluate the efficiency of life insurance companies while overcoming its limitation with the aids of machine learning methods.

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Bone Mineral Density Changes after Ovariectomy in Rats as an Osteopenic Model : Stepwise Description of Double Dorso-Lateral Approach

  • Park, Sung-Bae;Lee, Yoon-Jin;Chung, Chun-Kee
    • Journal of Korean Neurosurgical Society
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    • v.48 no.4
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    • pp.309-312
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    • 2010
  • Objective : This study describes a method for inducing osteopenia using bilateral ovariectomy (OVX), which causes significant changes in bone mineral density (BMD) in rats. Methods : Twenty-five 10-week-old female Sprague Dawley rats were used. Five rats were euthanized after two weeks, and BMD was measured in their femora. The other 20 rats were assigned to one of two groups : a sham group (n = 10), which underwent a sham operation, and an OVX group (n = 10), which underwent bilateral OVX at 12 weeks of age. After six weeks, five rats from each group were euthanized, and BMD was measured in their femora. The same procedures were performed in the remaining rats form each group eight weeks later. Results : The femur BMD was significantly lower in the six-week OVX group than in the six-week sham group, and in the eight-week OVX group than in the eight-week sham group. Conclusion : Bilateral OVX is a safe method for creating an osteopenic rat model. The significant decrease in BMD appears six weeks after bilateral OVX.

Chemical Dechlorination Process of PCBs in Industrial Transformer Oil: Approach to Practical Use (변압기 오일 내 PCBs의 화학적 탈염소공정: 실용적인 접근)

  • Ryoo, Keon-Sang;Byun, Sang-Hyuk;Choi, Jong-Ha
    • Journal of Environmental Science International
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    • v.18 no.9
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    • pp.953-959
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    • 2009
  • A practical and efficient disposal method for chemical dechlorination of PCBs (polychlorinated biphenyls) in transformer oil was evaluated. The transformer oil containing PCBs was treated by the PEG 600 (polyethylene glycol 600) and potassium hydroxide (KOH) along with different reaction temperatures(25, 50, 100 and $150^{\circ}C$) and times(30, 60, 240 and 480 min). The best disposal efficiency of PCBs in transformer oil was attained under the experimental conditions of PEG 600 (2.5 w/w%)/KOH (2.5 w/w%)/$150^{\circ}C$/4 hrs, showing completely removal of all PCBs containing 3-9 chlorines on two rings of biphenyl. In studying the reaction of PEG/KOH with PCBs, it confirmed that the process led to less chlorinated PCBs through a stepwise process with the successive elimination of chlorines.

Factors Affecting Dysmenorrhea among Adolescents (청소년의 월경곤란증과 영향 요인)

  • Jung Hyang-Mi;Kim Yi-Soon
    • Child Health Nursing Research
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    • v.10 no.2
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    • pp.196-204
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    • 2004
  • Purpose: This research was to determine the characteristics of dysmenorrhea among girls, identify the factors affecting dysmenorrhea. Method: The study subjects were 1653 high school student in Busan Metropolitan city. The data were collected by a self-administered questionnaire between November 1 and November 30, 2002. Descriptive statistics, t-test, one-way ANOVA with Scheffe' test, and stepwise multiple regression analysis in SPSS program were used for data analysis. Result: Students suffering from slight dysmenorrhea made up the majority 52.9%, whereas those with serious cases represented 29.8%. Regarding the measures taken to cope with dysmenorrhea, most of the respondents took analgesics 52.8%. A high points of dysmenorrhea was associated with irregular meal habits(p<0.01), unbalanced diet(p<0.05), stress(p<0.01), and health awareness(p<0.01), first menstruation before they reached 13 (p<0.01), heavy bleeding(p<0.01), family history(p<0.01). Factors affecting the dysmennorrhea of the respondents included the extent of bleeding, family history, health awareness, age during the first menstruation, and degree of stress, accounting for 13.1% of the total variance. Conclusion: To manage dysmenorrhea among girls, the results of the research indicate that students need to have proper awareness of health and manage stress through health education. Likewise, they need to be given positive follow-up management through a holistic nursing approach.

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