• Title/Summary/Keyword: binary logistic regression analysis

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Analyses on the dieters' characteristics and the factors determining diet practice in college (대학생의 다이어트 실행 특성 분석 및 실행 여부에 영향을 미치는 요인 연구)

  • Kim, Mee-Ra;Kim, Hyo-Chung
    • Korean Journal of Human Ecology
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    • v.17 no.3
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    • pp.521-532
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    • 2008
  • The study aims to examine college students' practice characteristics related to diet and to identify factors determining their diet practice. The subjects were college students (N=387) in Youngnam region; a questionnaire survey was conducted in May, 2007. The data were analyzed by SPSS Windows. The results are as follows: first, the ratio of female students going on a diet is higher than that of male students. Second, according to the BMI, female students more regard themselves as being overweight than male students do, although they are underweight or normal weight. Third, in the interest in diet, almost half the students think of themselves as being "somewhat" or "much" concerned about diet. Fourth, the binary logistic regression analysis shows that the significant factors affecting female students' diet practice are the variables of "grade", "interest in diet", "body image evaluation in the individuals", "information/education requirement on dietary guidelines", and "necessity to go on a diet". On the other hand, the significant variables affecting male students' diet practice are the variables of "to take diet- or health-related courses", "interest in diet", "diet knowledge", and "diet practice".

Maternal anthropometric measurements and other factors: relation with birth weight of neonates

  • Tabrizi, Fatemeh Moghaddam;Saraswathi, G.
    • Nutrition Research and Practice
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    • v.6 no.2
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    • pp.132-137
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    • 2012
  • The objective of this study was to examine the influence of anthropometric measurements of pregnant women, gestational weight gain, fundal height, and maternal factors, namely age, education, family income, parity along with maternal hemoglobin, on birth weight of neonates. A cross sectional study was performed in Khoy City in north west of Iran. Four hundred and fifty healthy pregnant women in the age between 16-40 years were selected for this study from seven health urban centers and one referral hospital. Findings showed that the mean age, height, fundal height, maternal weight, and gestational weight gain during pregnancy were 26.1 years, 159.1 cm, 32.9 cm, 72.0 kg, 11.8 kg respectively. The mean birth weight of neonates was 3.2 kg and 11% of neonates showed low birth weight. Age, family income, maternal height, weight, gestational weight gain and fundal height were significantly associated with birth weight of neonates. Using binary logistic regression analysis, fundal height, maternal hemoglobin, family income and gestational weight gain of pregnant women could be considered as predictive factors of birth weight of neonates.

Metabolic Syndrome Risk Factors related to Severity of Coronary Artery Diseases in Patients with Acute Myocardial Infarction (한국인 급성 심근경색증 환자의 관상동맥 중증도에 영향을 미치는 대사증후군 위험요인)

  • Cho, Sook Hee;Choi, Myung Ja;Jeong, Myung Ho
    • Journal of Korean Clinical Nursing Research
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    • v.18 no.1
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    • pp.171-181
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    • 2012
  • Purpose: This study was conducted to identify the clinical characteristics and risk factors on the occurrence of metabolic syndrome (MS), and to examine factors affecting the severity of coronary artery diseases in patients with acute myocardial infarction (AMI). Methods: A total of 894 patients who had admitted C national university hospital from 2008 to 2010 participated in this study. Collected data were lipid profiles, abdominal circumference, blood pressure, fasting blood sugar (FBS) level, participants' demographic data and other risk factors by interview, measurement, and review of participants' medical records. MS was defined according to modified National Cholesterol Education Program Adult Treatment Panel III and Asia-Pacific Criteria. Results: The participants' mean age was 64.7 (${\pm}11.0$) years and 65% was male patients. The participants' with MS was 37.6% in men and 71.4% in women. According to binary logistic regression analysis, high FBS (95% CI 1.7-2.0) and lower high-density lipoprotein (HDL) cholesterol (95% CI 1.1-1.9) were independent predictors of severe coronary artery disease. Conclusion: These risk factors of severe coronary artery disease will be utilized as an important basic data in part of management, education, and countermeasure of patients with both MS and AMI.

A Pilot Study on the Association between Iris parameters and 8 Constitutional Medicine : Retrospective Chart Review (8체질과 홍채 지표간 연관성 예비연구 : 후향적 차트 리뷰)

  • Choi, Ka-Hye;Park, Young-Bae;Kim, Min-Yong;Park, Young-Jae
    • The Journal of Korean Medicine
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    • v.39 no.2
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    • pp.56-63
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    • 2018
  • Objectives: The purpose of this study was to investigate the usefulness of some iris parameters in predicting the 8 constitution Methods: From November 2012 to February 2018, we retrospectively reviewed the medical records of 171 patients who were visited to the Korean Oriental Clinic. We conducted a stepwise binary logistic regression analysis to find the association between Iris parameters and 8 constitutional Medicine. Results: Automic Nerve Wreath Ration (ANWR) was larger and toxic radii was longer in Earth and Wood constitutions than Metal and water constitution. ANWR was larger and pupil are ratio(PAR) was smaller in Wood constitutions than Earth constitutions. And others did not show significant results. Conclusions: This study suggests that the relationship between some of the iris parameters and 8 constitution was significant, but more accurate follow-up study is needed.

The Effect of Socioeconomic Status, Oral Health Consciousness and Behaviors on the Periodontal-health Disparities among Korean Adults (한국 성인의 치주건강 불평등에 미치는 사회경제적 요인과 구강건강의식 및 행태의 효과)

  • Park, Hee-Jung;Lee, Jun-Hyup
    • Korean Journal of Health Education and Promotion
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    • v.27 no.1
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    • pp.61-69
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    • 2010
  • Objectives: The aim of this study was to examine socioeconomic inequalities in oral health and to investigate the extent to which socioeconomic disparities in oral health are attenuated by oral health related consciousness and behaviors. Methods: We used data from the third 2006 Korea National Oral Health Survey(KNOHS) and a total of 3,457 subjects aged over 18 years were analyzed. The dependent variable was periodontal conditions which is devided into dichotomy, that is, health and ill-health, using the Community Periodontal Index(CPI) in KNOHS. Socioeconomic status(SES) were measured by educational attainment, income and residential area. Age, gender, oral health consciousness(self-assessed oral health status, concern about oral health and self-perceived dental treatment needs and behaviors(brushing, use of dental floss and dental visits) were adjusted in binary logistic regression analysis. Results and Conclusion: The results show that oral health consciousness and behaviors do not mediate the relationship between SES and periodontal health and there might be limitations to attenuate socioeconomic disparities in oral health only by changing of either oral health consciousness or(and) behaviors. Our findings suggest that more definite oral health policies and dental health education among adults with lower education will need in order to improve oral health.

Hot Flashes and Hypogonadism Symptoms in Patients with Prostate Cancer Receiving Hormone Replacement Therapy (호르몬요법을 받는 전립선암 환자의 안면홍조와 남성호르몬 저하 증상)

  • Park, Hyun Hye;Park, Jeong Sook
    • Korean Journal of Adult Nursing
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    • v.26 no.2
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    • pp.159-170
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    • 2014
  • Purpose: This research investigated the degree and predictors of hot flashes and hypogonadism symptoms in patients with prostate cancer receiving hormone replacement therapy. Methods: The subjects were 111 patients with prostate cancer receiving hormone replacement therapy in two university hospitals located in D city. The measurement tools included Hot Flash Diary and AMS (Aging Male's Symptoms rating scales). The data were analyzed using t-test, ANOVA, and binary logistic regression analysis. Results: The percentage of patients who experienced hot flashes among the participants was 14.4%. The predictors for hot flashes were eating irregularly, having coffee frequently and the types of hormone. The average score of hypogonadism symptom was 2.16 out of five-point scale and the highest score of hypogonadism symptom was the sexual symptoms (2.77 out of five-point scale). The predictors for hypogonadism symptom were eating habits and years of having the illness. Conclusion: These findings provide the information that irregularly eating habit was an important factor in hot flashes and hypogonadism symptoms of the participants. Therefore the development of a nutritional education encouraging regular meals is necessary for the given population.

A Study on the Characteristic of Resettlement Decision in Urban Redevelopment Project District (도시정비사업지구의 거주자 재입주 선택 특성에 관한 연구)

  • Son, Yeong-Wung;Kim, Seung-Woon;Lee, Joo-Hyung
    • KIEAE Journal
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    • v.12 no.1
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    • pp.11-19
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    • 2012
  • The subject of this study is capital area including Seoul and Incheon, and metropolitan area including Daejeon and Busan among urban redevelopment project district that are currently promoting urban redevelopment project. Data for analysis is implemented collected through visiting each households in project district. Resettlement decision characteristics are analyzed with considering householder's characteristic, house member's characteristic, residential space's characteristic, and area characteristic of families residing in urban redevelopment project area. Through researching characteristics and preferences of residents in project area by urban redevelopment business, improvement were found and implications were provided. Consequently, there are many factors to consider resettlement when deciding household's resettlement when deciding on household's resettlement after the redevelopment project depending on household's characteristics. So, political methods are needed to accomplish urban redevelopment project by resident's position through characteristic and preference survey of resident on project district. Therefore, the study can be utilized as basic data that considers characteristic of each households and region when establishing house policy in order to correspond to housing market that satisfies future consumer's demand.

Validation of the Workplace Spirituality Belief Scale for Prospective Early Childhood Teacher : Discrimination of WSBS_PECT on Happiness and Career Maturity (예비유아교사의 일터영성신념 척도(WSBS_PECT)의 타당화 : 행복감과 진로성숙도에 대한 판별력)

  • LEE, Kyeong-Hwa;JO, Jun-Oh;SIM, Eun-Joo
    • Journal of Fisheries and Marine Sciences Education
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    • v.28 no.4
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    • pp.1076-1088
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    • 2016
  • This study was to validate the WSBS_PECT (Workplace Spirituality Belief Scale for Prospective Early Childhood Teacher) using discriminant analysis on prospective early childhood teachers' happiness and career maturity. The data from 523 prospective early childhood teachers were analyzed statistically through t-test and binary logistic regression model. The results indicated that 1) the higher group in workplace spirituality belief significantly gets more scores of happiness and career maturity than the lower group, 2) 1 factors of the WSBS_PECT has discriminant power on prospective early childhood teachers' happiness, and 3) 2 factors ('meaning for life' and 'belief on calling for ECE teacher job') of the WSBS_PECT are effective to discriminate prospective early childhood teachers' career maturity. Further statistical works are supplementary needed to validate the WSBS_PECT and to increase its' feasibility.

Factors Associated with Help-seeking among Adults with Suicidal Ideation (자살생각을 가진 성인의 도움추구에 영향을 미치는 요인)

  • Ko, Jungyai
    • The Journal of the Korea Contents Association
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    • v.17 no.9
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    • pp.77-87
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    • 2017
  • This study analyzed the data from Korea National Health and Nutrition Examination Survey to examine factors associated with help-seeking among Korean adults with suicidal ideation. The results from binary logistic regression analysis showed that being currently married, low family income, and absence of diagnosed clinical depression were negatively associated with seeking help. Gender, age, education, the PHQ total score, and health insurance did not significantly change the probability of seeking help. The future suicide help-seeking intervention should focus on those who are less likely to seek help.

Which is More Important in Useful Online Review? Heuristic-Systematic Model Perspective (유용한 온라인 리뷰에서 어느 것이 더 중요한가? 휴리스틱-체계적 모델 관점)

  • Chung, Hee Chung;Lee, Hyunae;Chung, Namho;Koo, Chulmo
    • Knowledge Management Research
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    • v.19 no.4
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    • pp.1-17
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    • 2018
  • Hotel consumers tend to rely on online reviews to reduce the risk to hotel products when they book hotel rooms because hotel products are high-risk products due to their intangibility. However, the development of ICT has caused information load, and it is an important issue to be perceived as useful information to consumer because a large amount of information complicates the decision making process of consumers. Drawn from Heuristic-Systematic Model(HSM), the present study explored the role of heuristic and systematic cues composing an online review influencing consumers' perception of hotel online reviews. More specifically, this study identified reviewers' identity, level of the reviewer, review star ratings, and attached hotel photo as heuristic cue, while review length, cognitive level of review and negativity in review as systematic cues. The binary logistic regression was adopted for analysis. This study found that only systematic cues of online review were found to affect the usefulness of it. Moreover, we preceded further study examining the moderating effect of seasonality in the relationships between systematic cues and usefulness.