• Title/Summary/Keyword: Binary Logistic Regression Analysis

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Migrant Multi-Cultural Family Women's Life Quality Related to Oral Health: Survey in Dae-Gu (다문화가족 이주여성의 구강건강관련 삶의 질: 대구지역 조사)

  • Jeon, Eun-Suk;An, Seo-Young;Choi, Yeon-Hee
    • Journal of dental hygiene science
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    • v.11 no.3
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    • pp.181-187
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    • 2011
  • This study conducted oral examinations and individual interviews on migrant multi-cultural family women in Daegu and measured their socio-demographic characters, oral health conditions and OHIP-14 in an aim to investigate the relevance between the oral health of migrant multi-cultural family women living in some big cities and their quality of life. Based on data finally collected from 189 women, the t-test, ANOVA and binary logistic regression analysis were conducted and the conclusions are as follows: The average number of decayed teeth was 2.23, loss teeth was 1.48, and treated teeth was 5.58. Women from the Philippines had more number of loss teeth than those from other countries, and women from China relatively had a small number of filled permanent teeth. The quality of life related to oral health was found to be poor in proportion to the number of loss teeth. A comparison of life quality related to oral health depending on loss teeth showed that life quality related to oral health was lowest in the areas of mental discomfort, physical ability decrease, mental ability decrease, social ability decrease and social disadvantage. Life quality related to oral health was found to be low in proportion to the number of permanent teeth with decay experience and poor monthly household income, which shows that the number of permanent teeth with decay experience and monthly income are mostly related to life quality related to oral health. As migrant multi-cultural family women's life quality related to oral health is low in proportion to the number of loss teeth and decayed teeth, it needs to develop a program to improve their oral healthrelated life quality and conduct follow-up research to verify its effect.

An Empirical Study on the Determinants of Customer Renewal Behavior for Tire Rental Servitization (제조기업의 서비스화 제공 형태와 고객 특성이 재계약에 미치는 요인에 관한 실증 연구: 타이어 렌탈 중심으로)

  • Hyun, Myungjin;Kim, Jieun
    • The Journal of the Korea Contents Association
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    • v.20 no.4
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    • pp.508-517
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    • 2020
  • Servitization presents an innovative model to create business value in the automotive industries. This study set out to introduce a servitization model based on the rental business of the tire industry and identify determinants to affect the renewal of contracts around the service types of servitization and the characteristics of customers. Independent variables include the service types, demographics and regions, and inflow channels in 163,742 contracts by case companies in the nation in 2016~2019 with the renewal of contracts as a dependent variable. Correlations between variables were analyzed through cross-tabulation and binary logistic regression analysis. The findings show that the contract renewal rate had positive(+) relations with customized service and negative(-) ones with vehicle maintenance service. There were differences in the contract renewal rate according to such customer characteristics as gender and region, but no clear correlations were found in the age group and vehicle type(domestic/foreign). Of the inflow channels, offline channels tended to have a higher renewal rate than online channels. At open malls, contract renewal increased by 8.4 times due to contract switches at offline channels. Based on these findings, the study discussed directions for practical strategies with regard to the development of new service, implementation of customer-centric servitization, and management of sales channels according to the servitization of manufacturers.

Who Can Perform Adjuvant Chemotherapy Treatment for Gastric Cancer? A Multicenter Retrospective Overview of the Current Status in Korea

  • Min, Jae-Seok;Lee, Chang Min;Choi, Sung Il;Seo, Kyung Won;Park, Do Joong;Baik, Yong Hae;Son, Myoung-Won;Choi, Won Hyuk;Kim, Sungsoo;Pak, Kyung Ho;Kim, Min Gyu;Park, Joong-Min;Jeong, Sang Ho;Lee, Moon-Soo;Park, Sungsoo
    • Journal of Gastric Cancer
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    • v.18 no.3
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    • pp.264-273
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    • 2018
  • Purpose: To investigate the current status of adjuvant chemotherapy (AC) regimens in Korea and the difference in efficacy of AC administered by surgical and medical oncologists in patients with stage II or III gastric cancers. Materials and Methods: We performed a retrospective observational study among 1,049 patients who underwent curative resection and received AC for stage II and III gastric cancers between February 2012 and December 2013 at 29 tertiary referral university hospitals in Korea. To minimize the influence of potential confounders on selection bias, propensity score matching (PSM) was used based on binary logistic regression analysis. The 3-year disease-free survival (DFS) rates were compared between patients who received AC administered by medical oncologists or surgical oncologists. Results: Between February 2012 and December 2013 in Korea, the most commonly prescribed AC by medical oncologists was tegafur/gimeracil/oteracil (S-1, 47.72%), followed by capecitabine with oxaliplatin (XELOX, 16.33%). After performing PSM, surgical oncologists (82.74%) completed AC as planned more often than medical oncologists (75.9%), with statistical significance (P=0.036). No difference in the 3-year DFS rates of stage II (P=0.567) or stage III (P=0.545) gastric cancer was found between the medical and surgical oncologist groups. Conclusions: S-1 monotherapy and XELOX are a main stay of AC, regardless of whether the prescribing physician is a medical or surgical oncologist. The better compliance with AC by surgical oncologists is a valid reason to advocate that surgical oncologists perform the treatment of AC for stage II or III gastric cancers.

Analysis of the Prevalence of Diabetes Mellitus and Related Factors for the Local Seniors (국내 거주노인의 당뇨 유병현황 및 관련요인 분석)

  • Sung, Min-Jee;Kim, Eun-Jung;Lee, Hyun-Joo;Noh, Jin-Won
    • The Journal of the Korea Contents Association
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    • v.14 no.5
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    • pp.244-250
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    • 2014
  • Recently, the Diabetes Mellitus is the major cause of death in Korea. According to the results of v 2011, 34% of adult(over 19 years) are diagnosed as a DM and 21.5% of the aging(over 65 years) are also DM. So in this study, we find out the status of DM prevalence among old people and related factors. Using the results, we will suggest several ways to prevent DM. We use Korean Longitudinal Study of Ageing(2006, version1.2)that those diagnosed with Diabetes Mellitus. We carried out X2 test and Binary Logistic Regression by IBM SPSS 19. 65~79 ages (p=0.006, OR=1.482), Urban people (p=0.008, OR=1.366), People diagnosed with Hypertension (p<0.001, OR=1.237), have high probability of Diabetes Mellitus. However, Subjective health condition(good) (p=0.005, OR=0.648), Subjective health condition(normal) (p<0.001, OR=0.335), and People diagnosed with Chronic lung disease (p=0.002, OR=0.778) have low probability of diabetes. Based on the study results, politic proposals were disccused.

A Case-Control Study on Blood Lipids as a Risk Factor of Stroke (뇌졸중 위험지표로서의 혈중 지질에 대한 환자;대조군 연구)

  • Kim, Jung-Hyun;Kang, Kyung-Won;Yu, Byeong-Chan;Choi, Sun-Mi;Baek, Hye-Ki;Lim, Seung-Min;An, Jung-Jo;Seol, In-Chan;Kim, Yoon-Sik
    • The Journal of Internal Korean Medicine
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    • v.28 no.4
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    • pp.830-837
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    • 2007
  • Background and purpose : Stroke is one of the most deadly diseases and a leading cause of disability. Lipids confer an increased risk for cardiovascular morbidity and mortality. In spite of many studies on the relationship between stroke and lipids, their relationship is not clear. This study was undertaken to determine whether lipids were associated with stroke. Method : We compared the components of blood lipids between stroke patients group (n=217,Cases), non-stroke control group (n=160, Controls) and healthy control group without hypertension, diabetes mellitus, ischemic heart disease, or hyperlipidemia (n=140, Normals). These data were statically analyzed by general linear models and binary logistic regression analysis to get each adjusted odds ratio. Result : The results were as follows. The blood levels of total cholesterol (T-Chol), triglyceride (TG) and low density lipoprotein cholesterol (LDL-Chol) were significantly higher in patients of ischemic stroke, while the blood levels of T-Chol and LDL-Chol were significantly lower, and the blood levels of TG significantly higher in patients of hemorrhagic stroke. The blood level of high density lipoprotein cholesterol (HDL-Chol) was significantly lower in all cases. Conclusion : These results suggest that high TG and low HDL-Chol may be risk factors of hemorrhagic stroke and ischemic stroke, high T-Chol and LDL-Chol may be risk factors of ischemic stroke, and low T-Chol and LDL-Chol may be risk factors of hemorrhagic stroke in Koreans.

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The analysis of medical care behaviors influencing New Diagnosis-Related Groups (DRG) based payment - focused on hospitalized patients with medical illness (신포괄수가에 영향을 미치는 의료행태 요인 분석 - 내과 입원환자 중심으로)

  • Lee, Kyunghee;Wi, Seung Bum;Kim, Suk Il;Choi, Byoong Yong
    • Korea Journal of Hospital Management
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    • v.25 no.2
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    • pp.45-56
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    • 2020
  • Purpose: The purpose of this study is to investigate medical care behaviors influencing accuracy of the payment based New diagnosis-related groups (DRG) compared to fee for service (FFS) in hospitalized patients with medical illness. Methodology: In order to estimate the difference in medical costs between New DRG and FFS depending on medical care behaviors, medical records and hospital claims data (n=4,232) were utilized, which were collected from a single public hospital during the first-half of 2018. Data were analyzed by descriptive statistics, t-test, chi-square test, and multivariate binary logistic regression. Findings: The average difference in medical costs between New DRG and FFS were KRW 506,711±13,945 with incentives and KRW -51,506±12,979 without incentives, respectively. Forty-four point two percent (44.2%, n=1,872) of total subjects were shown to have negative compensation in overall medical costs with New DRG compared to the costs with FFS. Medical care behaviors that affected on the negative compensation were the presence of severe bed sores on admission, medical consultations, death, operations, medications and laboratory or imaging tests with unit price over KRW 100,000, hospital-acquired complications or underlying comorbidities, elderly patients (≧65 years), and hospitalized for more than average inpatient days defined by New DRG (p<0.001). The difference in average medical cost between New DRG and FFS for a group with mild illness was KRW -11,900±10,544, whereas it was KRW -196,800±46,364 for a group with severe illness (p<0.0001). Practical Implications: These findings suggest that New DRG payment model without incentives may incompletely cover the variation of medical costs in real clinical practice. Therefore, policy makers need to consider that the current New DRG reimbursement should be focused and refined to improve accuracy of payment on medical care resources utilized in severe and complex medical conditions.

A Study on Why Married Men Decide to Have Additional Children (기혼남성의 추가 출산계획 여부에 영향을 미치는 요인 연구)

  • Jeon, Na Ri;Cho, Bok Hee
    • Korean Journal of Childcare and Education
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    • v.8 no.1
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    • pp.125-143
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    • 2012
  • This study examined the cause of the low fertility rate by the Policy on Childbirth Encouragement demographic of married males, parenting burden, parental role satisfaction, and policy on childbirth encouragement perception. It also explored these factors of having an effect on the Plan to have another Child. The study method involved a survey answered by married males in Seoul, Gyung-gi, Incheon and a total of 188 copies were used for the final analysis. The data analyses used SPSS 12.0 which employs basic statistics, reliability tests, and binary logistic regression. The results were as follows: First, It turns out that couples who don't have many children and when the wife is not that old, particularly have high parental role satisfaction. And when they acknowledge the policy on childbirth encouragement, they tend to choose the 'Both Husband and Wife want to give birth' category. Second, the 'Only wife wants to give birth' category was chosen for those who have a small number of children and when a wife was currently not working and the husband was not satisfied with his parental role. Third, the 'Only husband wants to give birth' category tends to be chosen when couples have a small number of children and especially if the wife is working. Last, it was shown that coupless who have many children choose the 'Both husband and wife don't want to give birth' category.

Relationship between Menopause, Anxiety Symptoms and Perceived Oral Symptoms in Menopausal Woman (폐경기 여성에서 폐경 및 불안 증상과 구강자각 증상과의 관련성)

  • Yu, Hyeon-Ju;Oh, Jin-Yeong;Kang, Ji-Won;Kim, Bo-Mi;Kim, Se-Hee;Lee, Eun-Ji;Lee, Ji-Yeon;Choi, Min-Jeong;Han, Gyeong-Soon
    • Journal of dental hygiene science
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    • v.13 no.1
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    • pp.53-61
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    • 2013
  • The aim of this study was to assess oral health related quality of life and evaluation the risk factors in menopausal woman. The subjects of this study were 531 menopausal woman from August 5 to September 27, 2012. Data were analyzed with t-test, one-way ANOVA, and binary logistic regression analysis SPSS 12.0. The most influential factors of perceived oral symptoms was menopause symptoms (odds ratio [OR], 3.72; 95% confidence interval [CI], 2.34~5.92), anxiety symptoms (OR, 2.14; 95% CI, 1.34~3.41), drinking (OR, 1.37; 95% CI, 1.04~1.81), living with a spouse (OR, 0.83; 95% CI, 0.70~0.98). There are a statistically significant relationship between perceived oral symptoms and menopause, anxiety symptoms. The postmenopausal woman can be the important menopause and anxiety symptoms interventions in maintaining perceived oral health as good.

Prognostic Value of Blood Lactate for Mortality of Acutely Poisoned Patients in Emergency Department (응급실내 급성 중독 환자들의 예후 예측에 대한 혈액 젖산 수치의 유용성)

  • Kim, Hye Ran;Kang, Mun Ju;Kim, Yong Hwan;Lee, Jun Ho;Cho, Kwang Won;Hwang, Seong Youn;Lee, Dong Woo
    • Journal of The Korean Society of Clinical Toxicology
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    • v.14 no.1
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    • pp.16-25
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    • 2016
  • Purpose: Patients suffering from acute poisoning by different substances often visit the emergency department (ED) and receive various prognoses according to the toxic material and patients' condition. Hyperlactatemia, which is an increased blood lactate level that generally indicates tissue hypoperfusion, is commonly utilized as a prognostic marker in critically ill patients such as those with sepsis. This study was conducted to investigate the relationships between blood lactate and clinical prognosis in acute poisoned patients. Methods: This retrospective study was conducted from January 2013 to June 2014 at a single and regional-tertiary ED. We enrolled study patients who were examined for blood test with lactate among acute intoxicated patients. The toxic materials, patient demographics, laboratory data, and mortalities were also reviewed. Additionally, we analyzed variables including blood lactate to verify the correlation with patient mortality. Results: A total of 531 patients were enrolled, including 24 (4.5%) non-survivors. Patient age, Glasgow coma scale (GCS), serum creatinine (Cr), aspartate transaminase (AST), and serum lactate differed significantly between survivors and non-survivors in the binary logistic regression analysis. Among these variables, GCS, AST, and lactate differed significantly. The median serum lactate levels were 2.0 mmol/L among survivors and 6.9 mmol/L among non-survivors. The AUC with the ROC curve and odds ratio of the initial serum lactate were 0.881 and 3.06 (0.89-8.64), respectively. Conclusion: Serum lactate was correlated with fatalities of acute poisoning patients in the ED; therefore, it may be used as a clinical predictor to anticipate their prognoses.

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Association of miR-193b Down-regulation and miR-196a up-Regulation with Clinicopathological Features and Prognosis in Gastric Cancer

  • Mu, Yong-Ping;Tang, Song;Sun, Wen-Jie;Gao, Wei-Min;Wang, Mao;Su, Xiu-Lan
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.20
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    • pp.8893-8900
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    • 2014
  • Dysregulated expression of microRNAs (miRNAs) has been shown to be closely associated with tumor development, progression, and carcinogenesis. However, their clinical implications for gastric cancer remain elusive. To investigate the hypothesis that genome-wide alternations of miRNAs differentiate gastric cancer tissues from those matched adjacent non-tumor tissues (ANTTs), miRNA arrays were employed to examine miRNA expression profiles for the 5-pair discovery stage, and the quantitative real-time polymerase chain reaction (qRTPCR) was applied to validate candidate miRNAs for 48-pair validation stage. Furthermore, the relationship between altered miRNA and clinicopathological features and prognosis of gastric cancer was explored. Among a total of 1,146 miRNAs analyzed, 16 miRNAs were found to be significantly different expressed in tissues from gastric cancer compared to ANTTs (p<0.05). qRT-PCR further confirmed the variation in expression of miR-193b and miR-196a in the validation stage. Down-expression of miR-193b was significantly correlated with Lauren type, differentiation, UICC stage, invasion, and metastasis of gastric cancer (p<0.05), while over-expression of miR-196a was significantly associated with poor differentiation (p=0.022). Moreover, binary logistic regression analysis demonstrated that the UICC stage was a significant risk factor for down-expression of miR-193b (adjusted OR=8.69; 95%CI=1.06-56.91; p=0.043). Additionally, Kaplan-Meier survival curves indicated that patients with a high fold-change of down-regulated miR-193b had a significantly shorter survival time (n=19; median survival=29 months) compared to patients with a low fold-change of down-regulated miR-193b (n=29; median survival=54 months) (p=0.001). Overall survival time of patients with a low fold-change of up-regulated miR-196a (n=27; median survival=52 months) was significantly longer than that of patients with a high fold-change of up-regulated miR-196a (n=21; median survival=46 months) (p=0.003). Hence, miR-193b and miR-196a may be applied as novel and promising prognostic markers in gastric cancer.