• 제목/요약/키워드: stepwise regression analysis

검색결과 1,497건 처리시간 0.032초

중학생의 자아존중감과 소비자사회화 영향요인이 합리적 소비행동에 미치는 영향 (Influence of Self-esteem and Consumer Socialization Agents on Rational Consumption Behavior of Middle School Students)

  • 이승진;유난숙
    • 한국가정과교육학회지
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    • 제31권4호
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    • pp.115-128
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    • 2019
  • 본 연구는 중학생을 대상으로 자아존중감과 소비자사회화 영향요인이 합리적 소비행동에 어떠한 영향을 미치는 지 살펴보았다. 이에 편의표집 방법을 이용하여 서울, 경기, 충청, 전남, 광주 지역의 중학생을 대상으로 자료를 수집하여 총 412부를 분석하였다. SPSS 프로그램을 이용하여 기초통계분석, 크론바하 알파, t-검정, 단계적 회귀분석 등을 실시하였으며 분석 결과는 다음과 같다. 첫째, 합리적 소비행동은 3.18, 자아존중감은 3.54로 다소 높게 나타났으며, 소비자사회화 영향요인의 경우, 부모가 3.13으로 가장 높았으며, 학교 2.83, 대중매체 2.78, 또래집단 2.73 순으로 나타났다. 둘째, 성별에 따라 중학생의 합리적 소비행동, 소비자사회화 영향요인이 다른 지 평균비교를 한 결과, 합리적 소비행동의 경우 성별 차이가 나지 않았지만, 소비자사회화 영향요인의 경우 학교를 제외한 대중매체, 또래집단, 부모 등이 여학생이 남학생보다 높게 나왔다. 셋째, 자아존중감과 소비자사회화 영향요인이 합리적 소비행동에 어떠한 영향을 미치는 지 살펴본 결과, 용돈 액수와 대중매체, 또래집단 등은 합리적 소비행동에 부적관계를 나타냈으며 자아존중감과 부모는 합리적 소비행동에 긍정적인 영향이 있는 것으로 나타났다. 이에 중학생들이 합리적 소비행동을 하는 소비자가 되기 위해 가정과수업에서 자아존중감을 높이고 또래집단의 영향이 긍정적일 수 있도록 지도하는 것이 필요하다는 함의점을 갖는다.

한방재활치료를 받은 뇌졸중 환자가 지각한 가족지지와 기능회복에 관한 연구 (Study on the Relationship between Family Support and Functional Recovery in Cerebrovascular Accident Patients with Rehabilitation Treatment of Oriental Medicine)

  • 김광주;이향련
    • 동서간호학연구지
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    • 제2권1호
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    • pp.22-36
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    • 1997
  • Functional recovery of cerebrovascular accident (CVA) patients were studied by examining functional independence measure (FIM) to evaluate the functional state of the patients at admission to and at discharge from the hospital and its relationship with the family support. Study subjects consisted of 129 CVA patients, who were admitted and received rehabilitation treatment at K Medical Center of Oriental Medicine from August 3 to December 18, 1997. The results were as follows: 1) Total FIM score was $72.37{\pm}25.16$ at admission and $101.67{\pm}22.13$ at discharge. The difference of average score was 29.30, which was statistically significant by paired t-test. 2) The largest difference between FIM scores at admission and at clischarge was observed in items of walking and wheel-chair riding, and the smallest clifference in items of social interaction. 3) The recovery was faster with motor function than with cognitive function, because the difference of FIM scores at admission and at discharge was much larger with motor function. 4) Recovery was better in groups under age 49 than in groups above age 70. Functional recorvery was prominent especially in groups with normal sensory state and speech functions, and groups without urinary incontinence. Recovery was less significantly in patients with paraplegic patients hospitalized longer than 2 months, patients with family all the time, and patients with CVA over 11 days. 5) We could not find any relationship between functional recovery and family support. FIM scores were lower in groups of old age(r=-0.325), long stayed in hospital (r=-0.426), and long period of time after the onset of disease(r= -0.339) with a reciprocal correlation between FIM scores and these parameters. 6) Stepwise multiple regression analysis was done to evaluate factors to affect the recovery from CVA. FIM score at admission could explain 51.2 % of the functional recovery. Important factors were periods of hospitalization, state of sensory function, age, and education (listed in decreasing order of importance). In total, they could explain 64.89% of the functional recovery. These results indicate that functional recovery of CVA patients, who were admitted to oriental medicine hospital for rehabilitation treatment, could be estimated by measuring FIM scores. Recovery was significantly better at discharge from the hospital than at admission and motor function recovery rate was much faster than that of cognitive function. 2. Recommendation Based on these results, we recommend following further studies. 1) Comparative study of recovery of motor function and of sensory function would be necessary by measuring FIM scores once a week to evaluate the recovery of CVA patients. 2) It would be interesting to see whether there is any difference of functional recovery between patients treated with either western medicine or oriental medicine. 3) Psychological factors affecting the recovery of CVA patients need to be studied.

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노인장기요양 환자의 건강상태와 구강건강관련 삶의 질 (A Study on the Health Status and Oral Health-Related Quality of Life in the Elderly Patients with Long-Term Care)

  • 심미애;한경순
    • 치위생과학회지
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    • 제14권3호
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    • pp.379-389
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    • 2014
  • 요양병원에서 6개월 이상 입원 가료중인 노인환자들을 대상으로 구강건강상태를 객관적으로 평가하였고, 전신질환 및 우울감 상태를 파악하여 구강건강관련 삶의 질과의 관련요인을 확인한 결과는 다음과 같다. 대상자의 잔존치아 수는 11.22개였고, 우식치아 수는 1.17개, 동요치아 수는 0.93개였으며, 81.9%에서 구취가 확인되었다. 전신질환이 없거나 한 가지 미만인 경우는 29.70%에 불과하였고, 70.31%가 두 개 이상의 복합적인 전신질환을 가지고 있었다. 대상자의 87.8%에서 우울감이 있었으며, 이 중 55.40% 는 심한 우울감을 나타냈다. 구강건강관련 삶의 질은 평균 2.62점이었고, 관련요인으로는 요양등급, 입원기간, 연령과 함께 잔존치아 수와 우식치아 수로 확인되었다. 이상의 결과를 통해 요양병원에 장기입원 중인 노인환자는 일반노인에 비해 전반적으로 구강건강상태가 좋지 않았으며, 전신질환 수와 우울감이 높고, 구강건강관련 삶의 질이 낮아 고령화사회에서 노인인구를 위한 대책이 시급하며, 특히 요양시설 노인환자를 위한 구강건강관리 프로그램 개발이 필요할 것으로 생각된다.

작업환경과 조건이 근로자의 스트레스에 미치는 영향 (Working Environments and Working Conditions Affecting Workers' Stress Symptoms)

  • 이명선
    • 보건교육건강증진학회지
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    • 제19권3호
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    • pp.107-120
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    • 2002
  • There has been a rapid industrial progress in Korea since 1962 by the success of 5-year economic development plan, and the number of industrial work has also made a rapid increase. Consequently, the management of the occupational health for the purpose of promoting the health of industrial workers and improving the working environment is badly needed in these days. Health services on industrial noisy environment have been provided only for noise-induced hearing loss management until now. But gradually, modem diseases and death have come to be related to the stress and mental health, therefore noise-induced mental disorder, like a stress became very important. Thus, this study has been carried out to analyze the relationship between workers' stress symptoms and the perceived working environment and the perceived working conditions. This study included 786 industrial workers selected from II factories in Buchun. The results were as follows: 1. For demographic characteristics, most of the workers were males(75.7%), the 20~29 years old were 33.8% and those who graduated from high school were 56.1%. The workers whose monthly income ranged from 700,000 to 1,500,000 won were 37.9% and who has a religion were 49.0%. 2. For occupational characteristics, workers who had worked 5~10 years in the factories were 35.8%. Those who felt much for them workload were 42.7% and who worked more than 8 hours a day were 73.7%. Those who were dissatisfied with their pay and job were 51.1 % and 31.2%. The workers who responded ventilation condition of their worksites were bad were 50.4% and the dissatisfied with working environment of their worksites were 43.8%. 3. For the noise exposure level in worksite, workers who were exposed to 70∼90㏈ were 37.4%, 90∼100㏈ were 25.2% and 50∼70㏈ were 18.8%. 4. Workers∼ stress symptoms were significantly related to marital status and their monthly income(P〈0.05). Workers who were single and had lower monthly income showed higher PSI(Psychiatric Symptom Index) scores than those who were married and had higher monthly income. Higher PSI scores were also significantly related to the night-work, workload, dissatisfaction with their job, and bad relationship with their bosses or co-workers. 5. The higher noise exposure level in worksite from 80㏈ was, the more severe stress symptoms including PSI subparts were reported; Anxiety, Anger, Depression, and Cognitive disorder symptom(P〈0.001). 6. According to the results of stepwise multiple regression analysis, factors affecting workers' PSI scores were noise exposure level in worksite(R2=0.150), relationship with coworkers, amount of workload, monthly income and relationship with bosses orderly and the total R2 of this 6 factors was 29.7%.

자동차 제조업체 근로자들의 요통에 대한 역학적 요추 x-선학적 고찰 (Epidemiological and Lumbar x-ray Studies on the Low Back Pain of the Workers in an Automobile Industry)

  • 김순례
    • 지역사회간호학회지
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    • 제6권2호
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    • pp.319-334
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    • 1995
  • To investigate the risk factors of low back pain, an epidemiological study was carried out among male workers aged 20-55 employed in an automobile industry in Korea during the time period from February 1993 to October 1995. Workers participated to this study were divided into low back pain group(LBP) and control group, according to the self-reports by written questionnaires. General characteristics, medical history, work related factors, fatigue, and MMPI were compared between two groups. To clarify the relationship between job related low back pain and radiologic features of lumbar spine, radiographic study was carried out. The resultant data were processed for $x^2-test$, t-test, and stepwise logistic regression to confirm the adjusted odds ratios. The results were as follows: 1. History of back disease, lifting and carrying work, excessive physical fatigue, and weakend back strength of individual workers were directly associated with low back pain. Odd ratios of these 4 risk factors of low back pain were 5.07, 3.34, 1.49, and 1.22 respectively. 2. The frequency of low back pain history was significantly higher in LBP group. 3. Back muscle strength of lumbar spine of LBP group were significantly lower than control group. 4. The workers in LBP group revealed high fatigue symptoms. 5. In MMPI test LBP group showed higher scales in hypochondriasis, depression, hysteria, psychopathic deviate, paranoia, psychasthenia, schizophrenia, and hypomania. 6. LBP group were more frequently involved in lifting and carrying, working in awkward position, bending, twisting and using lower extremities. 7. LBP group were exposed more to vibration during working. 8. In the Analysis of radiographs of lumbar spine, Jacob's line not crossing fourth lumhar disc space, transitional vertebrae and lumbar displacement more than 4.4mm in standing lateral view were more frequently observed in LBP group than control group. Through these results, it is concluded that identification of previous history of back problem, change of work or working environment for workers with previous back problem and measures to relieve both physical and psychological fatigue of the workers are required for optimal management of work-related back problems among workers. In the present study, several results were different from the previous reports: Jacob's line not corssing fourth lumbar disc space, lumbarization, and vertebral slipping (spondylolisthesis) more than 4.4mm are related to backache. Meticulous studies are required to elucidate the difference.

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일본에 거주하는 한국 노인의 건강증진 생활양식 (Health Promotion Lifestyle Profiles of the Korean Elderly in Japan)

  • 정애화;박경민;류미경
    • 지역사회간호학회지
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    • 제11권2호
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    • pp.470-485
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    • 2000
  • The purpose of this study was to investigate health promotion lifestyle profiles of the Korean elderly in Japan. The subjects of this study were 202 elders in Aichi prefecture. The method of this study questionnaires interviews, and a self-administered questionnaire from the 1st to the 20th of April in 2000. This study tool was based on Walker et al. (1987)'s Health Promotion lifestyle Profiles (HPLP). Analysis of the data used an SPSS/pc+ WIN 9.0 program. Data analyses were conducted by using frequency, percentage, t-test, ANOVA. Pearson correlation, Kendal tau and Stepwise Multiple Regression. The results were as follows: 1. The average score of Health Promotion Lifestyle Profiles of Korean elderly in Japan was 2.72(SD=0.40). On the sub-scale of Health Promotion Lifestyle Profiles: nutrition(M = 3. 06), self-actualization(M =2.99), interpersonal support (M=2.81), stress management (M=2.68) revealed higher scores, whereas the scores of health responsibility(M=2.52), and exercise(M=1.92) were lower. 2. Health Promotion Lifestyle Profiles were significantly different by age (F = 11. 02, p = .000), religion(F=2.96, p=.033), occupation(F=6.91, p=.000), living family status(F=13.07, p=.000), living family number(F=11.74, p=.000), monthly pocket money(F=18.79, p=.000), the source of pocket money (F=7.18, p=.000), and the length of residence(F=9.79, p=.000). 3. Health Promotion Lifestyle Profiles was significantly predicted by monthly pocket money($r^2$ change =0. 188, p=.000), sex($r^2$ change= 0.066, p= .000), the length of residence($r^2$ change = 0.059, p = .000), the source of pocket money($r^2$ change=0.036, p= .000), age ($r^2$ change=0.018, p=.000). These variables showed a positive correlation with health promotion lifestyle profiles of the Korean elderly in Japan. These variables explained 36.7% of the variance of Health Promotion Lifestyle Profiles. On the basis of the above findings, Health Promotion Lifestyle Profiles programs for Korean elderly in Japan needs be to developed with Japanese social-culture perspectives and needs to develop an intervention method to improve Health Promotion Lifestyle Profiles. It is also suggested that further research is required.

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대학생의 신체 및 정신 건강과 생활스트레스와의 관계 (치기공과, 치위생과 대학생 중심으로) (The Relationship between Physical/Mental health and life stress of college students (Focusing on department of dental laboratory technology and dental hygiene))

  • 김연수;유상희
    • 대한치과기공학회지
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    • 제35권4호
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    • pp.405-414
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    • 2013
  • Purpose: The purpose of this study was to examine the relationship of the general characteristics of health-related majors to their life expectancy scale, depression scale, health perception scale, subjective wellbeing scale, somatic symptom scale and college life stress scale. And it's also meant to analyze influential factors for their stress about college life. Methods: The subjects in this study were the students who were in the department of dental laboratory technology and the department of dental hygiene at a college located in the region of Iksan, North Jeolla Province. Data were gathered in November and December, 2012. The life expectancy scale, depression scale, health perception scale, subjective wellbeing scale, physical symptom scale, somatic symptom scale and college life stress scale of the general characteristics were analyzed by t-test and one way analyses of variance (ANOVA) and the Duncan's multiple range test at the 95% confidence level to assess the statistical significance. And stepwise multiple regression analysis was conducted to determine what factors would affect the stress of the students about college life. The data were analyzed with the windows ver. 12.0(SPSS GmbH, Germany) statistical software program. Results: Among the general characteristics, there were significant differences according to gender and age in all the variables that were life expectancy scale, depression scale, health perception scale, subjective wellbeing scale, physical symptom scale and college life stress scale. 61.3% of the students responded they slept for six hours or less, and the respondents who slept for six hours or less scored significantly statistically lower in health perception scale, subjective wellbeing scale and physical symptom scale. As for college life stress, the respondents who got depressed more often, whose subjective peace or happiness was lower, whose life expectancy was lower, who had worse physical symptoms, whose living standard was lower and whose academic year was lower were under heavier stress about their college lives. Conclusion: As the worse physical health and worse mental health(life expectancy, depression, health perception, subjective wellbeing and physical symptoms, etc.) of the college students led to heavier stress about college life, how to promote their physical health and mental health should discreetly be considered, and every necessary measure should be taken to improve their physical and mental health.

우리나라 노인의 건강관련 삶의 질에 영향을 주는 요인 - 일반 특성, 생활습관, 정신건강, 만성질환, 영양섭취상태를 중심으로: 제5기 국민건강영양조사자료, 2010~2012 (The Factors Influencing Health-Related Quality of Life in the Elderly - Focused on the General Characteristics, Health Habits, Mental Health, Chronic Diseases, and Nutrient Intake Status: Data from the Fifth Korea National Health and Nutrition Examination Survey (KNHANES V), 2010~2012)

  • 이혜상
    • 대한지역사회영양학회지
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    • 제19권5호
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    • pp.479-489
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    • 2014
  • Objectives: This study intended to determine significant factors that influence the health-related quality of life ("HRQoL"; EuroQol 5 Dimension health-related quality of life (EQ_5D) & EuroQol visual analogue scale (EQ_VAS)) of the elderly in Korea. Methods: This study was based on 3,903 subjects aged 65 years or more who participated in the Fifth Korea National Health and Nutrition Examination Survey (KNHANES V), 2010~2012. The HRQoL was analyzed by various factors (general characteristics, health habits, mental health, chronic diseases, nutrient intakes). SPSS statistics for complex samples (Windows ver. 21.0) was used. Results: The HRQoL was higher in the males, those with higher educational level or higher income level while it was lower in those belong to single households. In particular, the EQ_5D was significantly higher in the group who reported walking practice, moderate physical activity (male), and the group who reported no vigorous physical activity (female). The EQ_VAS was significantly higher in the group who reported walking practice. Both EQ_5D and EQ_VAS were significantly lower in the group with stress, melancholy, suicidal thinking, and osteoarthritis. EQ_5D was significantly lower in the group with < 75% Estimated Energy Requirements (EER) in energy intake, and with < Estimated Average Requirements (EAR) in iron or niacin intake. A stepwise regression analysis revealed that i) higher educational level (male), and good self-rated health status significantly increased the EQ_5D, ii) age, alcohol intake (male), melancholy (female), suicidal thinking, osteoarthritis, and niacin intake deficiency (male) significantly decreased the EQ_5D, iii) higher income level (male) and good self-rated health status significantly increased the EQ_VAS, and iv) age (male), stress, suicidal thinking (female) and osteoarthritis significantly decreased the EQ_VAS. Conclusions: This study suggested that general characteristics, mental health, osteoarthritis, and niacin intake were associated with the HRQoL. Prospective research of long-term control is needed to establish the causal relationship between factors and the HRQoL.

모 일산화 연 제조 업체 근로자들의 연 폭로에 관한 연구 (Study on the lead exposure of workers in a litharge making industry)

  • 임상복;임정규;이성수;안규동;이병국
    • Journal of Preventive Medicine and Public Health
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    • 제28권4호
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    • pp.875-884
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    • 1995
  • In order to investigate the level of lead exposure of workers in litharge making industry and to evaluate how lead exposure, personal habit such as smoking and drinking affect the prevalence of lead related symptoms and other study variables, we investigate 114 workers(24 office workers and 90 lead exposed workers) in a litharge making industry. Study variables chosen were blood lead(PbB), zinc protoporphyrin in whole blood(ZPP), Hemoglobin(Hb), hematocrit (Hct), SGOT and SGPT symptom questionnaires which had 15 lead exposure related symptoms were provided to all workers and filled up by themselves and reconfirmed by physician. The results obtained were as follows; 1. The mean value of PbB, ZPP and SGOT in lead exposed group were higher than those of non-exposed group, and there were no differences of means in other study variables. 2. The smoking and drinking rate of study subjects were 65.8% and 71.0% as a whole. Smoking rates were lower in non-exposed group than exposed group, but drinking rate were not. 3. There were no differences of mean values of study variables between smoker and non-smoker in non-exposed and exposed group, but there was a difference of mean value of SGOT between drinker and lion-drinker in lead exposed group. 4. While the symptom prevalence of lead exposed group were higher in neuromuscular category than non-exposed group, those of non-exposed group were higher or same with exposed group in gastrointestinal and general symptom category. 5. The symptom prevalence of smoker were higher than non-smoker regardless of exposure. 6. The symptom prevalence of drinker were only higher in gastrointestinal symptom category than non-drinker. 7. In multiple stepwise regression analysis of lead related symptoms as dependent variable and blood lead, smoking habit, drinking habit and work duration as independent variables, drinking habit contributed to the gastrointestinal symptom category, whereas blood lead and smoking contributed to the neuromuscular symptom category. For the total symptoms work duration and smoking habit contributed significantly.

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한국 성인의 비만이 인슐린, 공복혈당 및 당화혈색소에 미치는 영향 (Obesity as associated factors for Insulin, Fasting blood sugar, and Hemoglobin A1c in Korean adults)

  • 박재원;이혜순
    • 디지털융복합연구
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    • 제17권10호
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    • pp.349-357
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    • 2019
  • 본 연구의 목적은 체질량지수가 인슐린, 혈당 및 당화혈색소에 미치는 영향을 확인하는 것이다. 연구방법은 국민건강영양조사 2015년 자료를 분석하여, 서술적 통계, t-test, ANOVA, Pearson correlation coefficient과 단계적 다중회귀분석을 적용하였다(SPSS WIN 25.0). 주요결과는, 체질량지수는 인슐린(r=0.397, p<0.001), 공복혈당(r=0.241, p<0.001) 및 당화혈색소(r=0.237, p<0.001)와 양의 상관관계를 나타내었다. 인슐린에 영향요인은 과체중(${\beta}=.130$, t=8.193, p<0.001),비만(${\beta}=.390$, t=24.390, p<0.001), 연령이며 설명력은13.1% (F=53.584, p<0.001)였다. 공복혈당에 영향요인은 과체중(${\beta}=.072$, t=4.478, p<0.001), 비만(${\beta}=.186$, t=11.485, p<0.001), 연령이며 설명력은 10.6%(F=42.351, p<0.001)였다. 당화혈색소에 영향요인은 과체중(${\beta}=.059$, t=3.712, p<0.001), 비만(${\beta}=.190$, t=11.895, p<0.001), 연령, 성별이며 설명력은 14.1% (F=58.134, p<0.001)였다. 본 연구결과를 바탕으로 당뇨병 예방 및 관리프로그램에 비만관련 중재가 포함되어야 한다.