• Title/Summary/Keyword: 로지스틱 조절회귀분석

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Related Factors to Physical Inactivity of Residents in One Metropolitan City (일개 광역시민의 신체비활동 관련 요인 분석연구)

  • Kang, Sung-Wook;Hong, Jee-Young;Lee, Moo-Sik;Na, Baeg-Ju;Lee, Jin-Yong;Bae, Seok-Hwan;Kim, Young-Sin
    • Proceedings of the KAIS Fall Conference
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    • 2011.05b
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    • pp.1076-1079
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    • 2011
  • 본 연구는 일개 광역시 주민들 4000명을 대상으로 일반적 특성, 건강행태 관련 특성, 신체비활동 정도를 조사하여 신체비활동의 유발요인에 대해 알아보고자 시행되었다. 그 결과를 요약하면 다음과 같다. 걷기운동 미실천 수준의 경우 연령, 교육수준, 의료보장, 직업, 기초생활수급유무, 독감 예방접종, 체중조절시도, 고위험음주, 스트레스 인지정도, 지역사회 운동프로그램참여, 운동시설의 접근성이, 중등도 이상의 운동 미실천의 경우, 성별, 연령, 월 소득, 가구소유, 건강검진 여부, 체중 조절 시도, 현재 흡연 여부, 지역 사회 운동 프로그램참여가 통계적으로 유의했으며, 이 변수들을 이용하여 신체비활동 수준을 결과변수로 하는 로지스틱 회귀분석을 시행하여, 걷기운동의 경우 20대에 비해서 30대가 1.46배, 40대가 1.57배 미실천률이 높고, 사무직이 전문행정관리직에 비해 1.37배, 체중조절을 시도하지 않은 군이 한 군에 비해 1.70배, 스트레스를 많이 느낀 군이 안 느낀 군에 비해 1.58배, 조금 느낀 군에 비해 1.38배, 운동시설 접근성이 어려운 군이 쉬운 군에 비해 1.75배정도 높은 것으로 분석되었고, 중등도 이상 운동의 경우 여자의 경우 남자에 비해 미실천율이 1.74배, 체중조절시도를 안한 군이 한 군에 비해 1.63배, 지역사회운동프로그램참여 안한 군이 한 군에 비해 2.36배 높은 것으로 나타났다. 고령화 사회로 가고 있는 현 상황에서 여러 가지 만성질환이 대두되고 있고, 이에 따른 신체활동의 중요성이 대두되고 있다. 하지만 우리나라의 경우 신체활동 실천율이 낮은 것이 현실이다. 신체활동의 실천율을 향상시키기 위해서는 신체비활동 결정짓는 요인들에 대해 우선 파악해야 한다. 분석결과 가장 차이가 나는 것은 운동시설의 접근성과 지역사회운동프로그램의 불참군에서 가장 신체비활동이 큰 것으로 파악되었다.

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Cluster Analysis by Children's Basic Learning Ability and Mother's Achievement Expectation Anxiety:Predictability of Children's Self-regulation Ability and Mother's Learning Involvement (유아의 기초학습능력과 어머니의 성취기대불안에 따른 군집화:유아의 자기조절능력과 어머니의 학습관여의 군집 예측가능성)

  • Jun, Eun Ock;Choi, Na ya
    • Korean Journal of Child Education & Care
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    • v.17 no.1
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    • pp.75-98
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    • 2017
  • This study examined the possibility of clustering using 5-year-old children's basic learning ability and mothers' achievement expectation anxiety, and compared the impact of the children's self-regulation ability and mothers' learning involvement for each cluster. The subjects were 239 children (120 boys & 119 girls) aged 5 and attending 9 kindergartens in Seoul, Gyeonggi and Incheon, and also their mothers. The collected data were analyzed using non-hierarchical (K-means) cluster analysis and multivariate logistic regression analysis. The findings of this study were as follows. First, the mother-child pairs were classified into four clusters of 'high learning ability-high expectation anxiety', 'high learning ability-low expectation anxiety', 'low learning ability-low expectation anxiety', or 'low learning ability-high expectation anxiety'group. Second, the level of child's self-monitoring, self-control, and mother's respect and love were significantly higher in the 'high learning ability-low expectations anxiety' group than the 'low learning ability-high expectation anxiety' group. Also, pressure for academic achievement was higher in the 'high learning ability-high expectation anxiety' group than the 'low learning ability-low expectations anxiety' group. Third, child's self-monitoring, mother's pressure for academic achievement, home learning activities, and respect/love for child predicted the clustering using children's basic learning ability and mothers' achievement expectation anxiety.

Barrier Factors Influencing Glycemic Control in Korean Adults with Diabetes (한국 당뇨병 성인의 혈당조절 장애요인)

  • Taehui Kim;Bohyun Kim
    • Journal of Industrial Convergence
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    • v.22 no.2
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    • pp.143-151
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    • 2024
  • This study compared the health behaviors, health related clinical characteristics between individuals with Glycated Hemoglobin A1C≧6.5% and < 6.5% in 30~59yr. Factors that were associated with A1C were identified by sex, health behaviors, health literacy. This study was an observational study with a cross-sectional design based on data from 2019~2021 Korea National Health and Nutrition Examination Survey. Multiple logistic regression analysis was employed to compute the odds ratios of health behaviors to identify the risk factors for Glycated Hemoglobin. The prevalence of A1C≧6.5% among the total was 79.4%(weighted %, n=348). In the A1C≧6.5%, 71.8% were men. In univariate logistic regression for A1C≧6.5%, sex, duration with diabetes, and body mass index(BMI) were influencing factors. In multiple logistic regression by sex, the factors associated with A1C≧6.5 in women were as follows: education(OR 4.5; 95% CI:1.1, 18.5), duration with diabetes(OR 2.9; 95% CI 1.1, 7.9). Strategies should be targeted to improve health behaviors and clinical characteristics for those in their sex, women in low education level, duration with diabetes. Moreover, healthcare providers should understand the barriers to health behaviors and health literacy to effectively deliver healthcare service.

Convergence Factors Related to Glycemic Control in Workers with Diabetes Mellitus : using the Korean National Health and Nutrition Examination Survey, 2009-2013 (직장인 당뇨병 환자의 혈당조절 정도와 융합적인 영향요인 분석 : 2009-2013 국민건강영양조사를 바탕으로)

  • Park, Dahye;Jang, Eunhee
    • Journal of the Korea Convergence Society
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    • v.6 no.6
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    • pp.95-103
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    • 2015
  • The purpose of this study was to identify convergence factors related to glycemic control in workers with diabetes mellitus. A secondary data analysis was conducted using the data of "The Korea National Health and Nutrition Examination Survey, 2009-2013." The survey included 44,085 adults aged over 19 under 65 years with diabetes mellitus and 764 samples with worker were used for this study. Data analysis was conducted using SPSS 18.0 program and descriptive statistics, Pearson's correlations, and multiple regression analyses were performed. The general characteristics variables shown statistically significant difference between the good and the poor glycemic control group was gender. The Health behavior-related and disease-related variables shown statistically significant difference between the good and the poor glycemic control group were diabetes mellitus duration, diabetes mellitus treatment, hypertension diagnosis, smoking, moderate physical activity, walking exercise practice. Factors related to glycemic control were gender, diabetes mellitus treatment, walking exercise practice. These findings suggest that researchers need more active treatment and walking exercise as important factors affecting glycemic control of Korean worker with diabetes mellitus and intervention focusing on the issues needs to be developed in workplace environment.

Determinants of Entrepreneurial Intention among University Students in Korea and China : Moderating effect of Nationality and Major (한국과 중국 대학생의 창업의도에 미치는 영향요인 : 국적과 전공의 조절효과)

  • Yue, Ming;Yun, Hyeon-Jin;Park, Sangmoon
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.9 no.4
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    • pp.87-96
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    • 2014
  • This study examines the relationships between the Theory of Planned Behavior(TPB) and entrepreneurial intention. Based on the TPB, we compare the on the effects of TPB on the Entrepreneurial intention with nationality and majors among university students in Korea and China. For empirical analysis, we collected total 359 survey data from university students majoring in Computer Science and Business area both in Korea and China. Empirical results show that personal attitude and perceived behavior control, except subjective norms, have positive relationships with Entrepreneurial Intention. These relationships have differ according to nationality and majors. China students have shown positive effect of personal attitude, without significants relationship with perceived behavior control. For students majoring in Computer Science have shown positive relationships with personal attitude and subjective norms, differing from those majoring in Business with personal attitude and perceived behavior control variables. This study suggests implications for entrepreneurial intention researches.

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Factors Affecting the Intention to Quit Smoking due to the Prevalence of Hypertension (고혈압 유병 여부에 따른 금연의사에 영향을 미치는 요인)

  • Shin, Jae-Deok;Lee, Sok-Goo
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.503-510
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    • 2020
  • The purpose of this study is to identify factors related to the intent of quit smoking in adult hypertension and normal group. Data are based on the National Health and Nutrition Survey from 2010 to 2018. The survey was performed on 1,981 male adults(Hypertension group 407, Normal group 1,574). In the hypertension group, single was 0.226 times lower in the will to intention to quit smoking than the group spouses. Also, high school graduation was 2.102 times higher than middle school graduation, and the worse the subjective health status was, the higher the intention was to quit smoking. It was also 5.427 times higher than when people did not walk if the day they walked for more than 10 minutes a day was one day of the week. The characteristics of hypertensive patients should be understood. In quit smoking education, it is necessary to recommend health exercises and proper exercise to patients. It should be used as the basis data for a quit smoking policy for efficient personalized management of hypertensive patients.

Risk Factors Analysis of Prehypertension in Adults: The Korean National Health and Nutrition Examination Survey 2018 (성인 고혈압 전기 발생의 위험요인 분석: 국민건강영양 조사 제7기 3차 년도(2018년도) 자료 활용)

  • Lee, Ju-Ry
    • The Journal of the Korea Contents Association
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    • v.21 no.1
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    • pp.456-464
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    • 2021
  • The purpose of this study was to identify the risk factors related to prehypertension in Korean adults. The data were collected from the Korean National Health and Nutrition Examination Survey 2018. The subjects of this study were 3,286 adults aged over 30 years of old. We analyzed risk factors of prehypertension using multiple logistic regression based on complex sample design. The prevalence of prehypertension was 60.8%. As the result, the risk of prehypertension in elderly, current smoking persons, overweight, obesity, hyperlipidemia in triglyceride and HDL cholesterol. And the risk of decreased in health check-up, aerobic physical activity. Therefore, in order to reduce the incidence of prehypertension, it is required to prepare interventions to prevent prehypertension through the adjustment of lifestyle for subjects with risk factors for developing prehypertension.

Health Approaches for Weight Perception and Weight Loss Efforts in Hypertensive Patients with Obesity: The 2016-2019 Korea National Health and Nutrition Examination Survey

  • Sang-Dol, Kim;Young-Ran, Yeun
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.3
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    • pp.101-110
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    • 2023
  • This study was conducted to identify factors influencing weight loss efforts in hypertensive patients with obesity in Korea using data from the 2016-2019 National Health and Nutrition Examination Survey. Weight perception, weight loss efforts, and weight control methods were investigated for 1,910 subjects. Data were analyzed using descriptive analysis, cross-tabulation analysis and logistic regression. Among obese hypertensive patients, 12.6% perceived their weight as normal. Weight loss efforts were 2.03 times (95% CI: 1.48 to 2.78) higher in people with overweight perception than those with normal weight perception, and 1.74 times (95% CI: 1.33 to 2.26) higher in women than in men. In addition, those with class 1 obesity were 1.50 times (95% CI: 0.85 to 2.65) higher than those with class 3 obesity, and those with class 2 obesity were 2.16 times (95% CI: 1.16 to 4.00) higher than those with class 3 obesity. These results suggest that weight management approaches for hypertensive patients with obesity should be individually designed according to weight perception, gender, and obesity class.

The Factors Influencing the Asthenopia of Myopia with Phoria (사위를 가진 근시안의 안정피로에 영향을 미치는 요인)

  • Kim, Jung-Hee;Kim, Chang-Sik
    • Journal of Korean Ophthalmic Optics Society
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    • v.10 no.4
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    • pp.419-428
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    • 2005
  • The aim of this study was to provide data for the relief of asthenopia during binocular vision by determining the characteristics of ocular function in adults. A total of 260 subjects were between the age of 19-35years. We measured individually the refractive error correction, pupillary distance, optical center distance, phoria, convergence, accommodation and the AC/A as well as the asthenopia during binocular vision using a questionnaire. After analysis of factors affecting asthenopia, we also examined the reductive effect of asthenopia in subjects who had asthenopia using prism. To determine the factors affecting asthenopia during binocular vision, statistic analyses were carried out the multivariate Logistic regression model. The results of this study were as follow. The asthenopia during binocular vision was found 26.9% of subjects. Multivariate logistic regression model was used to determine factors affecting binocular vision of myopia. When the accommodation and convergence were low compared to being high, when subjects had esophoria or there was more exophoria, and when AC/A was lower than the standard, the rate of asthenopia was higher. Therefore the accommodation, convergence and AC/A could be predictive factors for asthenopia. We used prism for subjects who had asthenopia during binocular vision, the results showed that the symptom of asthenopia was eased up to 74.3%.

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Overexpression of MicroRNA-31 as a Promising Biomarker for Prognosis and Metastasis in Human Colorectal Cancer (MicroRNA-31 과발현을 이용한 대장암의 예후예측 및 전이예측 바이오마커 발굴)

  • Hur, Keun
    • Journal of Life Science
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    • v.26 no.6
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    • pp.705-710
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    • 2016
  • Colorectal cancer (CRC) is the third most common cancer and a leading cause of cancer-related death worldwide. Although several diagnostic and therapeutic tools have been available, CRC remains difficult to complete cure because of insufficient understanding of the molecular mechanisms underlying this disease progression. MicroRNAs (miRNAs) are small non-coding RNA molecules that strongly regulate gene expression via transcriptional and translational control mechanisms. Many crucial cellular pathways are frequently disrupted in cancer development process due to dysregulation of several miRNAs. Mir-31 functions as an oncogene that modulate expression of multiple cancer related genes. Thus, we aimed to demonstrate clinical relevance of miR-31 in human CRC. Quantitative RT-PCR analysis of miR-31 expression was performed in 175 CRC tissues and 16 normal colonic mucosa (NM). Next, we investigated clinical significances of miR-31 expression in various clinicopathologic features in CRC patients cohort. Mir-31 was significantly up-regulated in CRC tissues compared to NM. In CRC tissues, miR-31 expression level was significantly elevated in a stage-dependent manner, which was associated with poor survival in patients with CRC. High miR-31 levels in CRC tissues significantly correlated with poor prognosis (hazard ratio [HR]=2.4) as well as distant metastasis (odds ratio [OR]=2.3). In conclusion, we identified clinical significance of miR-31 expression in CRC. High miR-31 expression may be clinically able to use as a biomarker for CRC prognosis and predicting metastasis.