• Title/Summary/Keyword: Binominal logistic regression

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Factors related to Adolescents' Sexual Experience (청소년의 성경험 관련요인)

  • Boo, Yun Jeong;Kang, Moon Jung;Yi, Jee Seon
    • Journal of the Korean Society of School Health
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    • v.30 no.2
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    • pp.154-163
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    • 2017
  • Purpose: This study aimed to understand the current situation of Korean adolescents' sexual experience and its characteristics by school level, gender, and related factors to their sexual experience. This could be the basic evidence for the development of various sex education programs for the youth. Methods: This study used the 11th online survey data on youth health behavior (2015) and all 68,043 students who participated in the study were included for the analysis. The binominal logistic regression model was used to identify the characteristics and relevant factors of sexual intercourse experience. Analysis was performed by complex sample design using SPSS/WIN 18.0. The statistical significance was defined as p<.05 with a two-sided test. Results: The factors related to sexual experience of adolescents included grade, sadness and hopelessness, smoking, Internet addiction, and sex education in school, for middle school boys. For middle school girls, grade, residence area, sadness and hopelessness, smoking, drinking, and sex education in school were related. For high school boys, the factors were grade, living with parents, economic situation, sadness and hopelessness, smoking, drinking, and Internet addiction. For high school girls, grade, sadness and hopelessness, smoking, and drinking were found to be related factors. Conclusion: The results of this study suggest that a practical program considering adolescents' level and characteristics should be developed and applied.

Factors Influencing Smoking Behavior in Patients with Pulmonary Tuberculosis (폐결핵 환자의 흡연행위에 영향을 미치는 요인)

  • Kim, Min Seo;Cho, Sook-Hee
    • Journal of Korean Clinical Nursing Research
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    • v.24 no.1
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    • pp.103-112
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    • 2018
  • Purpose: This study was to investigate the factors affecting smoking behavior in patients with pulmonary tuberculosis. Methods: The participants were 130 pulmonary tuberculosis patients at a national tuberculosis hospital. Using a descriptive survey design, data were collected from January to March in 2016 and were analyzed using binominal logistic regression. Results: As a result of a correlation analysis of the data, depression had a significant positive correlation with smoking (r=.19, p=.030), stress (r=.54, p<.001), respectively. And depression had a significant negative correlation with smoking-related self-efficacy (r=-.20, p=.023). Smoking-related self-efficacy, smoking (r=-.79, p<.001), and stress (r=-.23, p=.008) had a significant negative correlation with each other, respectively. The factors affecting the smoking behavior were smoking-related self-efficacy (OR=1.46, p<.001), sex (OR=67.36, p=.001), occupation (OR=17.51, p=.014), and depression (OR=1.16, p=.024). Those factors explained 84.7% (Negelkerke's $R^2=.847$) of pulmonary tuberculosis patients' smoking behavior. Conclusion: Developing and applying a prevention eduction for reducing depression and enhancing smoking-related self-efficacy may become a venue toward good prognosis of the patients with pulmonary tuberculosis.

A Study on the Determinants of Suicide Attempts among the Elderly Living Alone: Focused on Seniors in Seoul and Gyeonggi Province (독거노인 자살시도 영향요인에 관한 연구: 서울 및 경기지역 노인을 중심으로)

  • Kwon, Oh-Gyun
    • Journal of Families and Better Life
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    • v.32 no.5
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    • pp.207-219
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    • 2014
  • The purpose of this study was to examine the characteristics of suicide attempts and non-attempts of the elderly living alone and the subjects in this study were 690 elderly persons living alone in Seoul and Gyeonggi Province. For data analysis, this study used descriptive analysis, mean comparison correlation analysis, and binominal logistic regression analysis using PASW 20.0. To explain the suicide attempts of elderly persons who live alone, variables such as sex, age education level, monthly household income, religion, subjective economic status, subjective health status, ADL/IADL, depression, hopelessness, social support, and stress were used. The findings of the study were as follows: First, 9.2 percent(64) of the elderly living alone had attempted suicide and 90.8 percent(626) had never attempted suicide. Second, monthly household income, hopelessness, and social support were identified as the factors that affected their suicide attempts. In other words, the elderly living alone who had lower monthly household income, less social support, and greater feelings of hoprlessness had made more suicide attempts. As it is a cross-sectional research using data from non-probability sampling, this has a limitation in generality sampling, this has a limitation in generalizing the study results. To overcome this limitation, longitudinal research using data from probability sampling is necessary.

Predictors of Eating Disorders in Adolescents with Type 1 Diabetes (1형 당뇨병 청소년의 섭식장애 예측요인)

  • Park, Hye-Ryeon;Ju, Hyeon Ok;Yoo, Jae-Ho
    • Child Health Nursing Research
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    • v.25 no.4
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    • pp.449-457
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    • 2019
  • Purpose: The purpose of this study was to identify predictors of eating disorders in adolescents with type 1 diabetes, with the goal of providing data in support of nursing interventions to improve their health. Methods: A total of 136 adolescents aged 13-18 years with type 1 diabetes completed the Diabetes Eating Problem Survey-Revised, Rosenberg Self-Esteem Scale, and the Beck Depression Inventory-II, using structured self-reported questionnaires. The collected data were analyzed using the t-test, $x^2$ test, and binominal logistic regression with SPSS version 23.0 for Windows. Results: The prevalence of eating disorders in adolescents with type 1 diabetes was 39%. Four significant predictors of eating disorders were identified; absence of body satisfaction (odds ratio [OR]=3.87, 95% confidence interval [CI]=1.55~9.65), depression (OR=2.87, 95% CI=1.13~7.28), female gender (OR=2.67, 95% CI=1.09~6.54), and glycosylated hemoglobin type A1c levels (OR=1.47, 95% CI=1.10~1.97). Conclusion: In order to prevent eating disorders among adolescents with type 1 diabetes, programs for managing adolescents' depression and improving their body satisfaction should be developed. Futhermore, more attention should be directed towards programs aiming to prevent eating disorders in female adolescents.

Dietary Life of Chinese International Students according to the Frequency of University Foodservice Use in Korea (재한 중국 유학생의 대학급식 이용빈도에 따른 식생활 실태)

  • Cui, Yan;Yoo, Hye-Jong;Choi, Injoo;Yoon, Jihyun
    • Korean Journal of Community Nutrition
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    • v.25 no.4
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    • pp.291-302
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    • 2020
  • Objectives: This study investigated the current use of university foodservice among Chinese international students in Korea, focusing on the relationship between the frequency of university foodservice use and their dietary life. Methods: An online survey was conducted on 452 Chinese international students from February 6 to 12, 2020. The respondents were classified into "the Low-frequency group" (< one time/week; n=144), "the Mid-frequency group" (one-two times/week; n=133), and "the High-frequency group" (≥ three times/week; n=175) according to their frequency of using university foodservice. The dietary life was compared among the three groups. Binominal logistic regression models were constructed to determine the associations between the frequency of university foodservice use and the changes in dietary life. Results: More than 2/3 (68.1%) of the respondents used the university foodservice at least once per week. Chinese international students who were males and Han Chinese people, lived on campus, had stayed longer in Korea, and had no cooking facilities tended to use the university foodservice more often. The level of satisfaction with the university foodservice was not high (3.52 out of 5-points). Only 20% ate meals three times per day, and only 22% ate breakfast almost every day. The frequencies of overeating and skipping meals increased after studying in Korea. The frequency of university foodservice use, along with the length of residence in Korea, was associated with these negative changes in dietary life. Overeating (OR=2.11) and skipping meals (OR=1.79) were more likely to increase after studying in Korea in the Mid-frequency group than in the High-frequency group. Conclusions: The frequency of university foodservice use was associated with the dietary life of Chinese international students in Korea. A high frequency (i.e. ≥ three times/week) of using university foodservice may positively affect the dietary life of Chinese international students in Korea.

The Determinants of Change in Residential Size of Households in the Seoul Metropolitan Area: According to the Patterns of Residential Mobility (수도권 거주가구의 주거면적 변화 결정요인: 수도권 내 주거이동 방향에 따라서)

  • Jung, Suyoung
    • Journal of the Korean Regional Science Association
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    • v.37 no.3
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    • pp.19-36
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    • 2021
  • This study examined the determinants of change in residential size according to the patterns of residential mobility in the Seoul Metropolitan Area. Particularly, this study examined the upward and downward in residential size, which is emerging as an important factor in the era of increasing non-face-to-face environment. For the empirical analysis, I used 「2018 Korea Housing Survey」 and employed binary logistic regression model. The empirical analysis shows the change of residential size is statistically significant depending on the direction of geographic. In addition, there are differences in the determinants of change in residential size. When people move within Seoul, housing factors, accessibility, age of residents, and the number of household members can be the determinants. When people move from Seoul to Gyeonggi or Incheon, housing factors, safety, gender, and the number of household members work as determinants. On the other hand, when moving from Gyeonggi or Incheon to Seoul, whether it is studio or not, housing type, accessibility, the number of household members, and the disability of homeownership are the determinants. When moving within Gyeonggi or Incheon, housing factors, Accessibility to green areas, safety, age of resident, income, and the number of household members, are the determinants.

The Relationship between Gambling Behaviors and Buying Random Items among Adolescents (청소년의 확률형 아이템 구매경험과 도박행동의 관계)

  • Lee, Jaekyoung;Park, Hyangjin;Park, Ae Ran;Hwang, Sun Young
    • The Journal of the Korea Contents Association
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    • v.20 no.8
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    • pp.386-396
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    • 2020
  • This study aimed to examine the influences of an experience of purchasing random items and gambling behaviors among adolescents in South Korea. This study performed a series of binominal logistic regression analyses by using a sample of 17,520 adolescents from the 2018 Survey on Youth Gambling Problems. The findings are a follows. First, 49.9% of the adolescents had experience in buying random items. Second, an experience of buying random items among adolescents who have experienced betting games are related to problem gambling(OR=1.48, p<.001). Third, an experience of buying random items among adolescents who have no experienced in betting games are related to intention to participate in legalized gambling(OR=1.89, p<.001). Fourth, there were no gender differences in the influence of an experience of purchasing random items on gambling behaviors. Based on the findings, implications for addressing gambling problems among adolescents were discussed.

Relationship between diet quality and sarcopenia in elderly Koreans: 2008-2011 Korea National Health and Nutrition Examination Survey

  • Na, Woori;Kim, Jiyu;Chung, Bong Hee;Jang, Dai-Ja;Sohn, Cheongmin
    • Nutrition Research and Practice
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    • v.14 no.4
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    • pp.352-364
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    • 2020
  • BACKGROUND/OBJECTIVES: Given the increasing proportion of the Korean population that is aged 65 years and older, the present study analyzed the relationship between diet quality and sarcopenia in elderly persons by using data from the 2008-2011 Korea National Health and Nutrition Examination Survey (KNHANES). SUBJECTS/METHODS: Data for 3,373 persons aged 65 years and over (men: 1,455, 43.1%) were selected from the 2008-2011 KNHANES. Sarcopenia assessments are based on a formula that divides a subject's appendicular skeletal muscle mass (ASM) by their weight (wt) and multiplies that result by 100 ([ASM/wt] × 100). Sarcopenia is present if the subject's result was less than one standard deviation (SD) below the sex-specific mean for a young reference group. For evaluation of diet quality, data obtained via the 24-hour recall method were used to calculate the Diet Quality Index for Koreans (DQI-K). A general linear model was applied in order to analyze general information and nutritional intake according to sarcopenia status. For analysis of the relationship between diet quality and sarcopenia, a binominal logistic regression analysis was undertaken. RESULTS: The sarcopenia prevalence rate among the study subjects aged 65 years and over was 37.6%. The DQI-K of those without sarcopenia was 3.33 ± 0.04 points, while that of those with sarcopenia was 3.45 ± 0.04 points (P < 0.05). The relationship between diet quality and sarcopenia revealed that subjects aged 75 and older had a poor diet quality, and their odds ratio (OR) of sarcopenia presence was significantly higher (OR: 1.807, 95% confidence interval: 1.003-3.254, P < 0.05). CONCLUSIONS: This study revealed that poor diet quality was related to sarcopenia presence in Koreans aged 75 and older. In order to improve the diet quality of the elderly (aged 75 and older), it is necessary to develop dietary improvement guidelines.

Reproductive Risk Factors Differ Among Breast Cancer Patients and Controls in a Public Hospital of Paraiba, Northeast Brazil

  • de Almeida, Gibran Sarmento;Almeida, Layze Amanda Leal;Araujo, Gilmara Marques Rodrigues;Weller, Mathias
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.7
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    • pp.2959-2965
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    • 2015
  • The incidence and mortality rates of breast cancer in Northeast Brazil are increasing and little is known about prevailing reproductive factors contributing to this increase. A case-control study was conducted in a public hospital of Campina Grande, state of $Para{\acute{i}}ba$, including 81 women with diagnosed invasive breast cancer and 162 age matched (${\pm}5years$) controls. Binominal logistic regression analysis was applied to estimate odds ratio (OR) and confidence intervals (CI) of risk factors. In this model, age at menarche ${\leq}12$ (OR=2.120; CI: 1.043-4.308; p=0.038), single parity (OR=3.748; CI: 1.459-9.627; p=0.06) and reproductive period >10 years (OR=3.042; CI: 1.421-6.512; p=0.04) were identified as independent variables that significantly increased breast cancer risk of parous women. Compared to parous women who never practised breastfeeding, total breastfeeding time > 24 months decreased the risk of breast cancer (OR=0.258; CI: 0.084-0.787; p=0.017). The results indicated that modifiable reproductive factors contribute to breast cancer risk in women included in the present study. Women's knowledge about factors such as the protective effect of breastfeeding could reduce the risk of breast cancer.

Determination of Possible Prognostic Indicators in Dogs with Pyometra

  • Lee, Jun-Am;Kim, Ill-Hwa;Kang, Tae-Ku;Hwang, Dae-Youn;Kang, Hyun-Gu
    • Journal of Veterinary Clinics
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    • v.37 no.4
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    • pp.191-197
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    • 2020
  • The aims of this study were to analyze canine pyometra cases at Veterinary Medical Center of Chungbuk National University, and to identify prognostic factors of canine pyometra at the stage of diagnosis. Records of cases about intact female dogs presented to Veterinary Medical Center from 2005 to 2019 were used for analysis. A total of 147 intact female dogs with canine pyometra were analyzed from outpatients' caseload. Median outbreak age was 9.6 years (range, 8 months to 17 years). The highest prevalence of pyometra over 14 years was observed in Maltese (22.4%, n = 33). Urologic disorders (21.8%, n = 32) including acute renal failure and cystic calculi were the most frequently observed concurrent disorders in dogs with pyometra. In other cases of pyometra, tumor (15.0%, n = 29), cardiovascular disorders (15.0%, n = 22) and systemic disorders (10.9%, n = 16) were accompanied with pyometra. The concentrations of BUN, creatinine and glucose were higher than reference range in cases of poor prognosis. According to the binominal logistic regression analysis, prognosis in pyometra was related to abdominal distension (p = 0.036), urologic disorder (p = 0.016), gastrointestinal disorder (p = 0.001), and serum level of blood urea nitrogen (BUN) (p = 0.045). This study describes that prognosis of canine pyometra can be predicted at the stage of diagnosis by abdominal distension, urologic disorder, gastrointestinal disorder, and serum level of BUN.