• 제목/요약/키워드: Multinomial logistic

검색결과 219건 처리시간 0.023초

노인들의 건강식품 섭취의도에 영향을 미치는 인구통계학적 특성 및 사회.심리적 요인에 관한 연구 (A study on the demographic characteristics and socio-psychological factors affecting willingness to take health foods among elderly)

  • 김효정;김미라
    • 한국생활과학회지
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    • 제18권1호
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    • pp.201-210
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    • 2009
  • The purpose of the study is to examine the demographic characteristics and socio-psychological factors affecting willingness to take health foods among elderly, which is to get the basic materials of educational program for helping their desirable intake of healthy food. The data were collected from 1,032 elderly subjects and analyzed by SPSS Windows Version 12.0. About forty-one percent of the respondents were taking health foods in the period of survey. The main reason of taking health foods was to maintain and improve their health. The elderly subjects were classified into three groups: (1) a group having willingness to take healthy food, (2) a group having unwillingness to take healthy food, and (3) a group having a wait-and-see attitude. According to the results of chi-square and analysis of one-way variance, there were significant differences among three groups in the variables of 'sex', 'age', 'educational level', 'marriage status', 'monthly allowance', 'eating habit', 'concerns about health', 'self -evaluation of health condition', 'self-evaluation of health condition compared to the same age', 'concerns about health foods', and 'awareness of health foods'. In addition, the result of multinomial logistic regression analysis showed that the factors affecting willingness to take health foods in the future are 'age', 'concerns about health', 'self-evaluation of health condition compared to the same age', 'awareness of health foods', and 'intake of health foods in the period of survey'.

연인관계에서의 집착과 반추적 반응이 데이트 폭력에 미치는 영향 (Influence of Limerence and Ruminative Response on Dating Violence in Romantic Relationship)

  • 정구철
    • 한국콘텐츠학회논문지
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    • 제17권11호
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    • pp.479-490
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    • 2017
  • 본 연구에서는 연인관계에서 나타나는 데이트 폭력과 집착행동 및 반추적 반응 간의 관계를 분석하였다. 연구 대상은 연애 경험이 있는 대학생 205명이며, 평균 연령은 22.1세였다. 분석 방법은 상관관계분석, 분산분석, 2단계군집분석, 다항로지스틱 회귀분석이었다. 연구 결과는 다음과 같다. 첫째, 집착 피해군과 가 피해군은 일반군보다 자책적 반추 반응이 유의하게 높았다. 둘째, 데이트 폭력 피해군과 가 피해군은 일반군보다 모든 반추적 반응의 하위요인이 유의하게 높았다. 셋째, 자책적 반추 반응은 데이트 폭력에 유의한 정적 설명변수로 나타났다. 넷째, 집착 피해경험은 데이트 폭력의 피해집단으로 분류될 승산비를 유의하게 3.3배 높였고, 데이트 폭력 가 피해군으로 분류될 확률은 10.9배나 높았다. 이러한 연구결과를 바탕으로 데이트 폭력에 대한 집착과 반추사고의 중요성을 논의하였다.

사회참여활동이 고령자 인지기능 손상 정도에 미치는 영향: 도시와 농촌 간 차이 분석 (The Effect of Social Participation on Cognitive Impairment Degree among Korean Older Adults: Comparative Study between Urban and Rural Area)

  • 강주영
    • 한국콘텐츠학회논문지
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    • 제20권10호
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    • pp.326-337
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    • 2020
  • 본 연구의 목적은 도시 고령자와 농촌 고령자의 사회참여활동 유형이 인지기능 손상 정도(정상, 경증 인지기능저하, 중증 치매 의심)에 미치는 영향을 분석하는 것이다. 연구목적을 위해 6차(2016년)와 7차(2018년) 고령화 연구패널 조사 데이터 중 55세 이상 고령자 5,668명의 자료를 사용하여 다항 로지스틱 회귀분석을 하였다. 분석결과는 어떤 유형이든지 사회참여활동 하는 것이 인지기능 장애 위험을 줄여준다는 것은 도시와 농촌 둘 다 일관되게 유의하였으나, 도움이 되는 사회참여활동 유형이 도시와 농촌 간 차이가 있었다. 즉, 도시와 농촌에 사는지에 따라 정상군에서 인지기능저하 또는 치매 의심이 될 위험을 낮추는 데 도움이 되는 사회참여 활동 유형과 인지기능저하에서 치매 의심이 될 위험을 낮추는 데 유의한 유형이 달랐다. 따라서 인지기능 장애를 예방하고 치매 중증도를 완화하는 데 사회참여활동을 적극적으로 권장돼야 하며 적절한 지원이 필요하다는 것을 보여준다. 그리고 도시와 농촌의 차이를 고려한 정책과 개입이 요구됨을 함의한다.

Levels of Serum 25-Hydroxy-Vitamin D in Benign and Malignant Breast Masses

  • Alipour, Sadaf;Hadji, Maryam;Hosseini, Ladan;Omranipour, Ramesh;Saberi, Azin;Seifollahi, Akram;Bayani, Leila;Shirzad, Nooshin
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권1호
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    • pp.129-132
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    • 2014
  • Background: The true association between breast cancer and vitamin D is currently under investigation. We compared serum 25-hydroxy-vitamin D levels in women with benign and malignant breast masses and controls. Materials and Methods: Levels of vitamin D were measured by electrochemiluminescense. Serum levels >35 ng/ml, 25-35 ng/ml, 12.5-25 ng/ml and <12.5 ng/ml were considered as normal, mild, moderate and severe vitamin D deficiency, respectively. Results: Overall, 364 women were included in the control, 172 in the benign and 136 in the malignant groups. The median serum vitamin D level was significantly lower in breast cancers than controls. Levels were also lower in malignant than benign cases and in benign cases than controls although statistically non-significant. Conclusions: Multinomial logistic regression analysis showed that severe vitamin D deficiency causes a three-fold increase in the risk of breast cancer while this was not the case for moderate and mild deficiency.

Association between household food insecurity and nutritional outcomes among children in Northeastern of Peninsular Malaysia

  • Naser, Ihab Ali;Jali, Rohana;Wan Muda, Wan Manan;Wan Nik, Wan Suriati;Shariff, Zalilah Mohd;Abdullah, Mohamed Rusli
    • Nutrition Research and Practice
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    • 제8권3호
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    • pp.304-311
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    • 2014
  • BACKGROUND/OBJECTIVES: The purpose of the study was to investigate the relationship between household food insecurity and nutritional status of children in low-income households. A cross sectional study involved a survey of households (n = 223) receiving the financial assistance. SUBJECTS/METHODS: Eligible mothers that fulfilled the inclusion criteria such as non-pregnant, non-lactating mothers, aged 18 to 55 years with their youngest children aged 2 to 12 years, were purposively selected. The Radimer/Cornell hunger and food-insecurity instrument was administered and children's height and weight were measured. RESULTS: About 16.1% of the households were food secure, while 83.9% experienced some kind of food insecurity. Out of food insecure category, 29.6% households were food insecure, 19.3% women were individual food insecure and 35.0% fell into the child hunger category. Education of the mother (P = 0.047), household size (P = 0.024), number of children (P = 0.024), number of children going to school (P = 0.048), total monthly income (P < 0.001), income per capital (P < 0.001), number of household members contributing to the income (P = 0.018) and food expenditure (P = 0.006) were significant risk factors for household food insecurity. The prevalence of underweight, stunting and wasting in children were 61.0%, 61.4% and 30.6% respectively. Based on multinomial logistic regression, children in food-insecure households were 2.15 times more likely to be underweight and three times to be stunted than children in the food-secure households. CONCLUSIONS: The findings suggest that household food insecurity is associated with the nutritional status of the children in the rural area of Northeastern Peninsular Malaysia.

The Relationship between Hormone Replacement Therapy and Periodontal Disease in Postmenopausal Women

  • Ahn, Eunsuk;Lee, Yunhee
    • 치위생과학회지
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    • 제18권1호
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    • pp.9-17
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    • 2018
  • The purpose of this study was to investigate the relationship between hormone replacement therapy (HRT) and periodontal disease in postmenopausal women using data from the 4th and 5th Korea National Health and Nutrition Examination Survey. A total of 5,482 postmenopausal women aged 45~75 years were included as study subjects in the final analysis. The HRT group comprised 1,035 postmenopausal women who had received HRT for at least one month, and the non-HRT group comprised 4,447 postmenopausal women who did not receive HRT. The chi-square test was used to confirm the bivariate relationship between the variables. Multinomial logistic regression analysis was used to adjust for covariance (age, education, family income, body mass index, age of menopause, alcohol, smoking, dental visit <1 per year, use of oral care products, and frequency of tooth brushing per day). After adjusting for all covariates, HRT was found to be associated with periodontal disease. In particular, the relationship between HRT and periodontal disease was more evident in older women and women younger than 45 years of menopausal age. The relationship between HRT and periodontal disease was stronger in women who brushed their teeth less than 3 times per day, women without regular oral examination, and women who did not use oral hygiene products. The results of this study confirmed the importance of actively considering hormone therapy when determining policy recommendations for postmenopausal women. Especially, health programs such as HRT, regular dental examination, and oral care are needed for older women who have undergone premature menopause.

학교결석 청소년의 학교적응 유형과 예측요인 검증 (Identifying Latent Profiles in School Adaptation of School Absentee Adolescents and Testing the Effects of Predictive Variables)

  • 김동하
    • 한국사회복지학
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    • 제66권3호
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    • pp.5-28
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    • 2014
  • 본 연구는 학교결석 청소년을 대상으로 학교적응 유형을 분류하고, 각 유형에 영향을 미치는 예측요인을 개인, 가족, 또래 및 지역사회의 다양한 차원에서 살펴보고, 유형별 비행행동의 차이를 분석하는데 그 목적이 있다. 이를 위해 한국아동 청소년패널조사 자료를 활용하여 학교결석 중학생 477명을 대상으로 잠재프로파일분석을 실시하였고, 분류된 유형별 예측요인과 비행행동과의 관계를 알아보기 위해 다항로지스틱 분석과 분산분석을 실시하였다. 분석결과, 저적응, 중적응, 고적응 집단으로 분류되었으며, 유형별 예측요인과 비행행동에 통계적으로 유의미한 차이가 나타났다. 이는 학교결석 청소년이 다양하고 이질적인 집단으로 구성되었으며, 이것이 발달결과에 중요한 차이를 불러일으킬 수 있다는 사실을 경험적으로 증명한 것이다. 마지막으로 본 연구에서는 청소년 문제의 효과적인 예방을 위해 학교결석 청소년에 대한 차별화된 개입의 중요성을 제언하였다.

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건강군과 미병군의 한열지표 차이에 관한 연구 (A Study on the Difference of Cold-heat Patterns between Health and Mibyeong Group)

  • 김수정;이시우;이영섭
    • 대한예방한의학회지
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    • 제21권1호
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    • pp.49-56
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    • 2017
  • Objectives : In this study, we diagnosed Mibyeong group of adult by taking into Mibyeong Index consideration, and identified the correlation of a Mibyeong group with cold-heat pattern and life quality of them. Methods : The questionnaires were collected by Gallup Korea professional surveyor through face to face interviews. To analyze the differences between health and mibyeong group, we used the descriptive statistics, Pearson's correlation, ANOVA. And multinomial logistic regression was used to generate the odds ratios (ORs) and 95 % confidence interval (CI) for the differences between health and mibyeong group. Results and Conclusions : The gender composition of respondents in this study that there 545 male (49.5%) and 555 female (50.5%). The score of both cold pattern(health: $21.33{\pm}4.25$, MI 1: $22.43{\pm}4.29$, MI 2: $24.09{\pm}5.03$; post hoc test, p <0.001) and heat pattern(health: $18.4{\pm}4.01$, MI 1: $19.48{\pm}4.10$ MI 2: $19.88{\pm}4.81$; post hoc test, p <0.001) in mibyeong group is higher than the score health group. And, these result have no relevance to age. The score of both Physical component summary (PCS) and Mental component summary (MCS) in health group is higher than the score mibyeong group. Cold-heat pattern and quality of life vary significantly according to health status. This results suggest the analysis of cold-heat pattern and quality of life by health status could provide the setting of direction to promote public health depending on health status.

Factors Associated with Organized and Opportunistic Cancer Screening: Results of the Korea National Health and Nutrition Examination Survey (KNHANES) 2007-2011

  • Kang, Minsun;Yoo, Ki-Bong;Park, Eun-Cheol;Kwon, Kisung;Kim, Gaeun;Kim, Doo Ree;Kwon, Jeoung A
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권7호
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    • pp.3279-3286
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    • 2014
  • Background: Cancer is one of the leading causes of death in Korea. To reduce cancer incidence, the Korean National Cancer Center (KNCC) has been expanding its organized cancer screening program. In addition, there are opportunistic screening programs that can be chosen by individuals or their healthcare providers. The purpose of this study was to investigate factors associated with participation in organized and opportunistic cancer screening programs, with a particular focus on socioeconomic factors. Materials and Methods: We used data from the Korea National Health and Nutrition Examination Survey (KNHANES), a cross-sectional nationwide study conducted by the Korean Ministry of Health and Welfare from 2007 to 2011. The study included information from 9,708 men and 12,739 women aged 19 years or over. Multinomial logistic regression analysis was conducted, adjusting for age, year of data collection, residential region, current smoking status, current alcohol consumption status, exercise, marriage status, job status, perceived health status, stress level, BMI, limitation of activities, cancer history, health insurance type, and private insurance status, to investigate the association between education level, economic status, and cancer screening participation. Results: In terms of education level, disparities in attendance were observed only for the opportunistic screening program. In contrast, there was no association between education level and participation in organized screening. In terms of economic status, disparities in opportunistic screening participation were observed at all income levels, but disparities in organized screening participation were observed only at the highest income level. Conclusions: Our findings reveal that socioeconomic factors, including educational level and economic status, were not significantly associated with participation in organized cancer screening, except at the highest level of income.

Impact of Age, Tumor Size, Lymph Node Metastasis, Stage, Receptor Status and Menopausal Status on Overall Survival of Breast Cancer Patients in Pakistan

  • Mahmood, Humera;Faheem, Mohammad;Mahmood, Sana;Sadiq, Maryam;Irfan, Javaid
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권3호
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    • pp.1019-1024
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    • 2015
  • Background: Survival of breast cancer patients depends on a number of factors which are not only prognostic but are also predictive. A number of studies have been carried out worldwide to find out prognostic and predictive significance of different clinicopathological and molecular variables in breast cancer. This study was carried out at Nuclear Medicine, Oncology and Radiotherapy Institute (NORI), Islamabad, to find out the impact of different factors on overall survival of breast cancer patients coming from Northern Pakistan. Materials and Methods: This observational retrospective study was carried out in the Oncology Department of NORI Hospital. A total of 2,666 patients were included. Data were entered into SPSS 20. Multinomial logistic regression analysis was performed to determine associations of different variables with overall survival. P values <0.05 were considered significant. Results: The mean age of the patients was 47.6 years, 49.5% being postmenopausal. Some 1,708 were ER positive and 1,615 were PR positive, while Her 2 neu oncogene positivity was found in 683. A total of 1,237 presented with skin involvement and 426 had chest wall involvement. Some 1,663 had > 5cm tumors. Lymph node involvement was detected in 2,131. Overall survival was less than 5 years in 669 patients, only 324 surviving for more than 10 years, and in the remainder overall survival was in the range of 5-10 years. Conclusions: Tumor size, lymph node metastases, receptor status, her 2 neu positivity, skin involvement, and chest wall involvement have significant effects whereas age and menopausal status have no significant effect on overall survival of breast cancer patients in Pakistan.