• Title/Summary/Keyword: odds ratio

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Simple Estimation in Proportional Odds Model under Censoring

  • Kim, Ju-Sung;Seo, Min-Ja;Won, Dong-Yu
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.4
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    • pp.889-898
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    • 2005
  • In this paper we propose a new estimator of relative odds ratio in the two-sample case of proportional odds model under censorship. Also, we show that the estimator consistent and asymptotically normal by using martingale-representation. The efficiency of the proposed is assessed through a simulation study.

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Estimation in a Two-Sample Proportional Odds Model

  • Kim, Ju-Sung;Seo, Min-Ja
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.2
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    • pp.327-334
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    • 2005
  • In this paper we propose a new estimator of relative odds ratio in the two-sample case of proportional odds model. Also, we show that the estimator is consistent and asymptotically normal. The efficiency of the proposed is assessed through a simulation study.

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Dietary Risk Factors Associated with Hypertension in Patients (고혈압 환자의 식이관련 위험요인 분석에 관한 연구)

  • Son, Sook-Mee;Huh, Gwui-Yeop
    • Korean Journal of Community Nutrition
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    • v.11 no.5
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    • pp.661-672
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    • 2006
  • This study was performed to determine the dietary risk factors associated with hypertension. The hypertensive group were composed of 112 hypertensive patients (male 53, female 59) who first visited the hypertension clinic and had been diagnosed as having primary hypertension ($SBP{\ge}140mmHg\;or\;DBP{\ge}90mmHg$). The regular visitors or the subjects on special diets or medical therapies were excluded. The normal group consisted of as subjects (male 41, female 54) matched with age and socioeconomic levels. The subjects having higher intakes (above the 75 percentile) in energy, protein, iron, vitamin A or C showed significantly higher hypertension risk estimated with odds ratio after the covariance factors (age, sex and BMI) were adjusted. More than 2400 mg of sodium (6 g of salt) intake was associated with significantly higher risk of hypertension (odds ratio: 1.773, CI: 1.014-3.014 for $SBP{\ge}140mmHg$; odds ratio: 2.373, CI: 1.359-4.215 for $DBP{\ge}90mmHg$). Hypertensive group showed significantly increased intakes of vegetables and fish and shell fish compared to the normal group. When the vegetable intakes were classified into Kimchi, fresh vegetables and cooked vegetables with seasoning, the hypertensive group was observed as having higher intakes of Kimchi and cooked vegetables with seasoning. The intakes of highest quartile for vegetables (${\ge}327g/day$) (odds ratio: 3.164, CI: 1.740-5.752), fish and their products (${\ge}102g/day$) (odds ratio: 2.756, CI: 1.486-5.109), grains(${\ge}311g/day$) (odds ratio 2.393, CI: 1.186-4.832), meats and their product (${\ge}106g$) (odds ratio: 2.210, CI: 1.225 - 3.987) compared to the lower were significantly associated with the higher risk of hypertension estimated with DBP (${\ge}90mmHg$) after covariance factors were adjusted. In conclusion, our findings confirm that higher intake of energy or sodium are associated with the increased risk of hypertension. Because increased intake of vegetable or fish was associated with the higher risk of hypertension, in contrast with the finding of western countries, choosing or preparation of vegetables or fish with reduced salt is recommended.

Collapsibility Using Raindrop Plot (RAINDROP PLOT을 이용한 차원축소)

  • Hong C. S.;Kim B. J.;Park J. Y.
    • The Korean Journal of Applied Statistics
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    • v.18 no.2
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    • pp.471-485
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    • 2005
  • For categorical data analysis, the collapsibility were explained with the odds ratio (cross-product ratio). When these theories with these odds ratios are applied to real $2{\times}2{\times}K$ contingency tables, it is impossible to decide whether data are collapsible. Among graphical methods to represent odds ratios, Contour plot which is developed by Doi, Nakamura and Yamamoto (2001) could explain the structure of these data, but cannot decide on the collapsibility. In this paper, by using the Raindrop plot proposed by Barrowman and Myers (2003), we suggest an alternative method which can not only explain the structure of data, but also decide on the collapsibility.

The Effect of Lifestyle on Mibyeong for University Employees (교직원의 생활습관이 미병에 미치는 영향)

  • Kim, Ji Young;Lee, Si Woo;Jang, Eun Su;Baek, Young Hwa
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.31 no.3
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    • pp.194-199
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    • 2017
  • This study aimed to identify the effects of lifestyle on Mibyeong, and provide basic data for health promotion activities for management of Mibyeong. A total of 405 data were analyzed for Daejeon University employees from July, 2015 to Jan, 2016. In this study, we collected the data about sex, age, BMI, dietary habit, physical activity, smoking, drinking, and Mibyeong index. There was a difference between Mibyeong groups according to irregular eating, eating of night snack, and smoking for men, while overeating, irregular eating, and physical activity for women. Logistics regression analysis, adjusting for sex and age, was used to estimate related factors of Mibyeong. Compared to the healthy group, Mibyeong 2 group tended to overeat 4 times a week with odds ratio of 3.52, eat irregularly with odds ratio of 2.67, lack of physical activity with odds ratio of 3.30, and to smoke with odds ratio of 3.07. This study suggests that lifestyle, particularly dietary habit, physical activities, and smoking, might be significantly associated with Mibyeong. Good lifestyle could help prevent Mibyeong.

Relationship between Metabolic Syndrome and Cataract in a Middle-Aged Men over the Age of 40's -Based on the 5th Korean National Health and Nutrition Examination Survey- (40세 이상 중장년의 대사증후군과 백내장과의 관련성 -제5기 국민건강영양조사 자료중심으로-)

  • Hwang, Hye-Kyung;Park, Chun Man
    • The Journal of Korean Society for School & Community Health Education
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    • v.16 no.2
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    • pp.17-31
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    • 2015
  • Objectives: This study aimed to analyze the relationship between metabolic syndrome and cataract in a middle-aged men over the age of 40's by using the data from the 5th Korean National Health and Nutrition Examination Survey(2010~2012). Methods: The subjects for the analysis were comprised of 5,808 patients who were at least 40 years or more with metabolic syndrome and cataract. The comparison between the metabolic syndrome and ophthalmic diseases according to the health demographic characteristics, health behavior and health conditions was analyzed with ${\chi}^2-test$. The complex samples logistic regression analysis was used to calculate the odds ratio of cataract according to the health demographic characteristics, health behavior and health conditions and the combination of the comprising factors of the metabolic syndrome. Results: After controlling the confounding factors, the odds ratio of cataract in the metabolic syndrome group was OR 1.30, which was significantly high (p<0.01). Furthermore, the odds ratio of cataract was significantly high in the case of males, as the age increased, educational level decreased, with exercising habits of less than 3 days a week, sun exposure of at least 5 hours, with hypertension and diabetes (p<0.01). The results of analyzing the odds ratio for the occurrence of cataract with the components of metabolic syndrome were OR 1.36 (concurrent high fasting blood glucose, high triglycerides, low HDL cholesterol), OR 1.63 (concurrent high fasting blood glucose, high triglycerides, high waist circumference) and OR 1.33 (high triglycerides, low HDL cholesterol, high waist circumference), which showed significantly high odds ratio for cataract occurrence (p<0.05). Conclusions: We come to know that the relation between metabolic syndrome and components are associate with cataract. Therefore the thorough management of metabolic syndrome and components is needed to prevent cataract.

Comparison of Health Practice and Health status of college students according to Sex (대학생의 성별에 따른 건강실천행위와 건강상태의 비교분석)

  • Park, Kyung-Min;Kwon, Young-Sook;Kim, Chung-Nam
    • Research in Community and Public Health Nursing
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    • v.7 no.2
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    • pp.257-264
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    • 1996
  • The purpose of this study was to compare health practice and health status college students according to sex. The data consisted of a random sample of 743 students (388 males and 355 females) at 4 colleges in Pohang city. The analytic methods for the study were chi-square analysis and an odds ratio analysis. The results were as follows: 1. The most prevalent religious group was protestant (35.7%). The most prevalent monthly income of parents was 100-200 million won. The educational level of the father was college level or more for 60% of the samples for the mother, 70% was a high school graduate or more. 2. As far as health practice female students practiced better health than male students concerning smoking while male students practiced better health than female students in exercise and BMI(Pdv.001). 3. Odds ratio (OR) of the female students to the male students for BMI (odds ratio=0.30), exercise(odds ratio=0.15), alcohol drinking (odds ratio=O.69) were all significantly smaller than 1. On the other hand, ORS for smoking was significantly greater than 1. 4. A good health pratice score(5-7) were 38.1% in male students and 26.9% in female students. 5. Health pratice had a statistically significant association with physical well-being among male students. OR of the bad health pratice for physical well-being (OR=1.59) was significantly greater than 1.

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The related factors of severity of musculo-skeletal pain in the dental hygienists based on PRECEDE model (PRECEDE 모형을 적용한 치과위생사의 근골격계 통증 심각도 관련 요인)

  • Moon, Ae-Eun;Park, Jong
    • Journal of Korean society of Dental Hygiene
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    • v.15 no.4
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    • pp.649-659
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    • 2015
  • Objectives: The purpose of the study is to investigate the musculo-skeletal pain prevalence and severity in the dental hygienists based on PRECEDE model. Methods: A self-reported questionnaire was completed by 483 dental hygienists in Gwangju from September 13 to October 12, 2013. Data were analyzed by frequency analysis, chi-square test, t-test, and multiple logistic regression analysis using SPSS 18.0 program. Musculo-skeletal pain severity was classified from 1 to 5 by PRECEDE model. The questionnaire consisted of six questions of the general characteristics of the subjects, one question of musculo-skeletal pain prevalence, one question of body part musculo-skeletal pain prevalence, one question of subjective health status, three questions of activities of daily living, six questions of working environment, one question of musculoskeletal system diseases knowledge, two questions of social support, two questions of education experience and data use method, and five questions of necessity of health education. Results: The prevalence rate of musculo-skeletal pain within a year was 83.9% and 22.8% of the dental hygienists complained of severe pain. The odds ratio of moderate pain severity was 1.99(95% CI, 1.10-3.60) and the odds ratio of unhealthiness was 3.27 (95% CI, 1.35-7.94). The odds ratio of pain severity in those working for 4-6 years was 0.21(95% CI, 0.08-0.57). The odds ratio of pain severity in those practicing 6-10 scaling cases per day was 0.33(95% CI, 0.17-0.65). The odds ratio of pain severity in wrist turning and bending was 3.56(95% CI, 1.19-10.62). Conclusions: The muscolu-skeletal pain severity in the dental hygienists was closely associated with subjective health condition, work duration, the number of scaling practice activity, and a treatment posture. Regular physical checkup for the dental hygienists will improve the musculo-skeletal pain due to scaling practice.

Low Back Pain and Related Factors in Men Workers for Manufacturing Industry (일부 제조업 남성근로자의 요통경험 및 관련요인)

  • Yi Seung-Ju;Kim Ki-Yeol;Cha Sang-Eun;Park Sang-Rae;Lim Won-Sik
    • The Journal of Korean Physical Therapy
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    • v.12 no.2
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    • pp.7-15
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    • 2000
  • Objectives: The purpose of this study w8s to investigate the experience rate and point prevalence and factors related with Low Back Pain(LBP) in men workers for the manufacturing industry. Methods: Questionnaires were completed by 97 men workers for 1 vehicle company in Taegu city in September 6-26, 2000. The information was used to estimate odds ratio and $95\%$ confidence intervals fur the LBP related factors association. Results: The experience rate for LBP was $67.0\%$. point prevalence was $14.4\%$. Variables significantly associated with LBP were weight(p=0.052) and smoking(p=0.010). $57\%$ for patients with LBP was higher than 50.095 far without in normal weight. whereas $43.0\%$ for patients with LBP was smaller than $50.0\%$ for without in overweight. $73.8\%$ for patients with smoking increased than $46.9\%$ for smokers without in smoking. The experience for LBP increased as weight increased(Odds ratio=2.923). As subjects are getting older. experience increased(Odds ratio= 1.393). The higher subjects had experienced stress, the higher experience for LBP was(Odds ratio= 1.328), however all three variables had no significant relationship. Conclusions: Results from this study indicated that a statistically significant association between LBP and weight. smoking in X2-test. In logistic regression test, there were no related variables.

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Use of Herbal Decoction and Pharmacopuncture in Individuals with Chronic Disease: findings from a nationally representative panel

  • Chan-Young Kwon;Sunghun Yun;Bo-Hyoung Jang;Il-Su Park
    • Journal of Pharmacopuncture
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    • v.27 no.2
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    • pp.110-122
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    • 2024
  • Objectives: This study analyzed the Korea Health Panel Annual Data 2019 to investigate factors related to the use of non-insured Korean medicine (KM) treatment in individuals with chronic diseases. The non-insured KM treatments of interest were herbal decoction (HD) and pharmacopuncture (PA). Methods: Among adults aged 19 or older, 6,159 individuals with chronic diseases who received outpatient KM treatment at least once in 2019 were included. They were divided into three groups according to the KM treatment used: (1) basic insured KM non-pharmacological treatment (BT) group (n = 629); (2) HD group (n = 256); (3) PA group (n = 184). Logistic regression analysis was used to explore factors associated with favoring HD or PA use over BT. Potentially relevant candidate factors were classified using the Andersen Behavior Model. Results: Compared to BT, the 1st to 3rd quartiles of income compared to the 4th quartile (odds ratio: 1.50 to 2.06 for HD; 2.03 to 2.83 for PA), health insurance subscribers compared to medical aid (odds ratio: 2.51; 13.43), and presence of musculoskeletal diseases (odds ratio: 1.66; 1.91) were significantly positively associated with HD and PA use. Moreover, the presence of cardiovascular disease (odds ratio: 1.46) and neuropsychiatric disease (odds ratio: 1.97) were also significantly positively associated with HD use. Conclusion: The presence of some chronic diseases, especially musculoskeletal diseases, was significantly positively associated with HD and PA use, while low economic status was significantly negatively associated with HD and PA use, indicating the potential existence of unmet medical needs in this population. Since chronic diseases impose a considerable health burden, the results of this study can be used for reference for future health insurance coverage policies in South Korea.