• 제목/요약/키워드: multivariate data analysis

검색결과 1,427건 처리시간 0.038초

건강증진행위의 영향요인 분석 -위암환자중심 - (Predicting Health-Promoting Behaviors in Patients with Stomach Cancer)

  • 오복자
    • 대한간호학회지
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    • 제25권4호
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    • pp.681-695
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    • 1995
  • It has been noted that a genetic alteration of cells influenced by unhealthy lifestyle In addition to a series of other carcinogens increases various neoplasmic diseases. Therefore the importance of lifestyle that minimizes such impact on health should be emphasized. Since stomach cancer, the most common neoplasmic disease in Korea, is re-lated to the Korean lifestyle and as there's a possibility of its recurrence, people with stomach cancer need to lead a healthy lifestyle. The purpose of this study is to provide a basis for nursing intervention strategies to promote health promoting behaviors that are constructive to a healthy lifestyle. A multivariate model was constructed based on the fender's health promotion model and Booker's health belief model by including influential factors such as hope. The sample was composed of 164 patients with stomach cancer who visited outpatient clinics of a university hospital in Seoul. The following instruments were used in the study after some adaptation : Wallston and others' multidimensional health locus of control scale Laffrey's health conception scale, Lawston and others' health self- rating scale, Walker and others' health promotion lifestyle profile and Rogenberg's self esteem scale. In addition Moon's health belief scale was used with some modification. For self efficacy, the present author constructed a self-efficacy scale based on previous research. The above mentioned instruments were tested in a pilot study with 24 patients with stomach cancer. The reliabilities of instruments were tested with Cronbach's alpha(0.574∼0.949). Data were analyzed using a SAS program (or Pearson correlation coefficients, descriptive correlational statistics and stepwise multiple regression. The results are as follows : 1. The scores on the health promoting behavior scale ranged from 55 to 145 with a mean of 107.91 (S. D : 16.50). The mean scores(range 1-4) on the different dimensions were nutrition 3.14, exercise 2.48, stress management 2.69, health responsibility 2.65, interpersonal relationship 2.878E self actualization 2.85. 2. There were significant correlations among all the predictive variables & the health promoting behavior (r=.20-.55, p〈.01) 3. Stepwise multiple regression analysis showed that : 1) Hope was the main predictor and accounted for 29.8% of the total variance. 2) Self efficacy, perceived barriers & self esteem accounted for an additional 14.6% of the total variance. 3) Hope, self efficacy, perceived barriers & self esteem altogether accounted for 44.3% of the total variance. In conclusion, hope, self efficacy, perceived barriers & self esteem were identified as important variables that contributed to promote health promoting behavior.

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Diabetes Mellitus and Risk of Colorectal Cancer Mortality in Japan: the Japan Collaborative Cohort Study

  • Tan, Ce;Mori, Mitsuru;Adachi, Yasushi;Wakai, Kenji;Suzuki, Sadao;Suzuki, Koji;Hashimoto, Shuji;Watanabe, Yoshiyuki;Tamakoshi, Akiko
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권10호
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    • pp.4681-4688
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    • 2016
  • Objective: Our aim was to estimate whether diabetes mellitus (DM) may be associated with an increased risk of colorectal cancer (CRC) mortality in Japan. Methods: The Japan Collaborative Cohort (JACC) Study is a nationwide prospective study, initiated in 1988, which involves 110,585 subjects (age range: from 40 to 79 years; 46,395 males and 64,190 females). Our present analysis population comprised 96,081 (40,510 men and 55,571 women) who provided details on DM history. The questionnaire also included age, sex, weight, height, family history of CRC, smoking, drinking and exercise habits, and education. Cox proportional-hazard regression was used to estimate the hazard ratio (HR). We used SPSS 21 software to analyze all data. Results: Among the participants with DM, we followed up for 71,174 person-years and 640. deaths from CRC were confirmed; and, among the non-diabetic participants, 785 CRC deaths were identified during 1,499,324 person-years. After adjusting for multivariate confounding factors, such as age, sex, body mass index (BMI), family history of colorectal cancer, smoking habit, drinking habit, physical activity (sports and walking) and education, DM was associated with an increased risk of CRC death (HR 1.4, 95% confidence interval [CI] 1.0-2.0). Diabetic women, but not diabetic men, experienced increased mortality from CRC (HR 1.7, 95% CI 1.0-3.0). Conclusion: The risk of CRC mortality is significantly increased in both sexes and women with diabetes, but no significant increase was seen for diabetic men among Japanese.

치열심미지수(DAI)와 악안면 형태와의 관계 (THE RELATIONS BETWEEN CRANIOFACIAL MORPHOLOGY AND DENIAL AESTHETIC INDEX(DAI))

  • 최용성;김은경;최현규;김정기
    • 대한치과교정학회지
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    • 제27권6호
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    • pp.871-880
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    • 1997
  • 본 연구에서는 치열심미지수(DAI)의 10가지 교합적 요소와 악안면 형태와의 상호관계를 단변수와 다변수 통계처리 기법을 이용하여 조사하였다. 자료는 교정치료를 위해 내원한 영구치열을 가진 182명(남자 79명, 여자 103명)의 치료전 연구모형과 측모 두부규격방사선 사진으로부터 얻었다. 악안면 형태를 분석하기 위해서 DiPaolo의 사변형 분석 방법을 이용하였으며 치열심미지수의 10가지 교합적 요소는 Jenny, Cons 등에 의해 발표된 진단기준에 따라 각 항목을 측정하여 기록하였다. 또한 안모의 심미관계도 조사하여 다음과 같은 결론을 얻었다. 1. 치열심미지수의 구성요소중 결손치수, 절치부 총생도, 절치부 공극도, 정중이개량, 상악전치부 최대 변이량등 대부분의 구성요소가 악안면 형태와 상관관계를 보이지 않았다. 2. 치열심지지수의 구성요소중 상악전치부 수평피개량, 하악전치부 수평피개량, 전 후방 구치관계 등은 시상면적 악골관계를 나타내는 골격요소인 MdBL/MxDL, MdLL/MxLL, MdSL/MxSL들과 상관관계를 보였다. 3. 치열심미지수의 구성요소중 전치부 수직 개방교합량은 수직적 악골관계를 나타내는 ALFM/AUFH, MPA, SA등과 미약한 상관관계를 보였다. 4. 교합의 여러 측면을 기초로 한 치열심미지수는 악안면 형태와 무관하였다. 5. 교정치료 필요 유무의 선별 및 부정교합의 심도에 관한 포괄적인 평가에는 어느 특정 지수에 의존하기보다는 교합적 요소와 악안면 골격적 요소 모두에 기초를 두어야 할 것으로 사료된다.

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Trends in the incidence of tooth extraction due to periodontal disease: results of a 12-year longitudinal cohort study in South Korea

  • Lee, Jae-Hong;Oh, Jin-Young;Choi, Jung-Kyu;Kim, Yeon-Tae;Park, Ye-Sol;Jeong, Seong-Nyum;Choi, Seong-Ho
    • Journal of Periodontal and Implant Science
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    • 제47권5호
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    • pp.264-272
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    • 2017
  • Purpose: This study evaluated trends in tooth extraction due to acute and chronic periodontal disease (PD) using data from the National Health Insurance Service-National Sample Cohort for 2002-2013. Methods: A random sample of 1,025,340 individuals was selected as a representative sample of the population, and a database (DB) of diagnostic and prescription codes was followed up for 12 years. We used multivariate logistic regression analysis to assess the incidence of total extraction (TE), extraction due to periodontal disease (EPD), and immediate extraction due to periodontal disease (IEPD) according to sociodemographic factors (sex, age, household income, health status, and area of residence). Results: The incidence of tooth extraction was found to be increasing, and at a higher rate for TE in PD patients. In 2002, 50.6% of cases of TE were caused by PD, and this increased to 70.8% in 2013, while the number of cases of IEPD increased from 42.8% to 54.9% over the same period. The incidence rates of extraction due to acute and chronic PD increased monotonically. We found that the incidence rates of TE, EPD, and IEPD were all 2-fold higher among patients with high income levels and those who were not beneficiaries of health insurance. Conclusions: The rates of TE, EPD, and IEPD have been steadily increasing despite dental healthcare policies to expand public health insurance coverage, increasing the accessibility of dental clinics. Moreover, the effects of these policies were found to vary with both income and education levels. Consistent patient follow-up is required to observe changes in trends regarding tooth extraction according to changes in dental healthcare policies, and meticulous studies of such changes will ensure optimal policy reviews and revisions.

한국인에서 씹기 불편감과 우울증의 연관성: 2016 국민건강영양조사를 이용한 단면 연구 (Association of depression with chewing problems in Koreans : A cross-sectional study using the Korea National Health and Nutrition Examination Survey 2016)

  • 양찬모;백주원
    • 구강회복응용과학지
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    • 제36권1호
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    • pp.12-20
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    • 2020
  • 목적: 본 연구는 일반 인구의 대표 표본에서 우울증의 발현과 심각도, 씹기 불편감 사이의 관계를 분석하였다. 연구 재료 및 방법: 전국 대표 표본(n = 8150)을 대상으로 하였으며, 씹기 불편감은 해당 문제에 관한 설문 조사에 응답한 사람들로 정의하였다. 우울증은 PHQ-9 설문 조사에서 총 점수가 10점 이상인 대상자로 정의하였다. 인구 통계, 사회적 경제적 특성 및 동반 질환에 관한 데이터를 포함하여 다중 로지스틱 회귀 분석을 수행하고 분석하였다. 결과: 한국인의 경우 씹기 불편감이 없는 사람(10.2%)보다 씹기 불편감이 있는 사람(17.2%)에서 우울증의 유병률이 유의하게 더 높았다. 다변량 로지스틱 회귀 분석에서 우울증의 존재는 CP와 유의하게 관련 있었다(adjusted odd ratio [aOR]: 1.90, P < 0.001). 씹기 불편감의 위험은 우울증의 심각도가 증가함에 따라 증가하였다: 중증 우울증(OR: 2.62, P < 0.001), 중등도 우울증(OR: 2.19, P < 0.001). 결론: 중증 우울증을 보이는 개인에서 우울증의 공존여부가 씹기 불편감과 상당히 연관되었다. 씹기 불편감 환자 치료에 있어 우울증의 선별검사가 고려되어야 한다.

Descending Aorta Blood Flow Characteristics before the Development of Necrotizing Enterocolitis in Preterm Neonates

  • Kim, Kyung Min;Kim, Hyo Sup;Yoon, Ji Hong;Lee, Eun-Jung;Yum, Sook Kyung;Moon, Cheong-Jun;Youn, Young-Ah;Kwun, Yoo Jin;Lee, Jae Young;Sung, In Kyung
    • Neonatal Medicine
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    • 제25권2호
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    • pp.78-84
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    • 2018
  • Purpose: To investigate the hemodynamic risk factors for necrotizing enterocolitis (NEC), we analyzed the characteristics of descending aorta (DA) blood flow in preterm neonates, who later developed NEC. Methods: This was an observational case-control study on 53 preterm neonates at a tertiary referral center. Clinical and echocardiographic data were collected from 23 preterm neonates with NEC (NEC group), and compared with those of 30 preterm neonates without NEC (control group). Echocardiography was done at a median (interquartile range) of 5 (3-9) days after birth and 2 (1-2.5) days before the diagnosis of NEC. Results: Basic clinical characteristics including gestational age, birth weight, Apgar score, breast feeding status, use of umbilical catheters, and mode of invasive ventilator care were similar between the groups. Compared with the control group, the lowest diastolic velocity of DA was significantly decreased, whereas the diastolic reverse flow and the ratio of diastolic reverse to systolic forward flows were significantly increased in the NEC group. In addition, the resistive index (RI) of DA was significantly increased in the NEC group and showed a positive association with the development of NEC. Multivariate logistic regression analysis showed that increasing RI of DA was an independent risk factor for the development of NEC (P=0.008). Conclusion: Significant changes in DA flow characteristics including decreased diastolic velocity and increased diastolic reverse flow along with increased peripheral vascular resistance were observed before the development of NEC in preterm neonates. These findings may help clinicians stratify in advance neonates at a risk of developing NEC and may help improve outcomes in these neonates.

치매 경험, 사회적 지지가 치매 태도에 미치는 영향: 건강정보 이해능력 조절 효과를 중심으로 (The Moderating Effect of Health Literacy on The Association between Dementia Experience, Social Support and Dementia Attitude)

  • 신혜리;김수경;이현주;조시울;맹성호;김영선
    • 한국산학기술학회논문지
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    • 제21권11호
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    • pp.701-714
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    • 2020
  • 본 연구는 노인의 치매 경험, 사회적 지지와 치매 태도의 관계를 검증하고 나아가 두 변수 간의 관계에서 건강정보 이해능력의 조절 효과를 살펴보고자 하였다. 이를 위해 K대학교 『2016년 치매이해능력 설문조사』 자료를 활용하였으며 60-79세의 노인 529명을 최종 분석대상자로 선정하였다. 연구모형 검증결과는 다음과 같다. 첫째, 치매 경험과 치매 태도의 인지적 영역, 정서 및 행동적 영역 모두 정적인 연관성이 있는 것으로 나타났다. 둘째, 사회적 지지는 치매태도의 인지적 영역과 부적인 연관성을 갖는 것으로 나타났으며, 정서 및 행동적 영역은 정적인 연관성을 갖는 것으로 나타났다. 셋째, 조절변수인 건강정보 이해능력은 치매 태도의 인지적 영역과는 정적인 연관성을 나타내었으며 정서 및 행동적 영역과는 부적인 유의미한 결과를 가졌다. 마지막으로 건강정보 이해능력은 사회적 지지와 치매 태도의 인지적 영역 간의 관계를 조절하는 것으로 나타났다. 본 연구결과는 치매에 대한 긍정적인 태도를 확립하기 위한 건강정보 이해능력의 주요한 시사점을 제시하고 있다.

일부 사립대학 교직원의 요통 관련인자에 관한 연구 (A study on the low back pain and its associated factors of the staffs in a university)

  • 류소연;이철갑;박종;김기순;김양옥
    • Journal of Preventive Medicine and Public Health
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    • 제29권3호
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    • pp.679-692
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    • 1996
  • This study was performed to find the prevalence and the associated risk factors with low back pain(LBP) of the staffs in a university at Kwang-ju city. The data were collected by a questionnaire including SDS(self - rating depression Scale) battery from September 1st to October 15th, 1996. The results were as follows; 1. The prevalence rate of LBP during lifetime was 73.1%, 53.1% for the last one year, and 23.6% for the last one week. 2. Statistically significant factors related to LBP during lifetime were sex and satisfaction with job. Sex, smoking, alcohol drinking, occupation, work posture, forward bending of trunk and satisfaction with job were selected as significant factors related to LBP during the last one year. The significant determinants related with LBP during the last one week were sex, smoking, alcohol drinking, occupation, forward bending of trunk and satisfaction with job. 3. Through the analysis of self - rating depression scores according to LBP, respondents with LBP had the significantly higher value of physiological disturbances and lower value of psychomotor activities than those without LBP. 4. Through the multivariate logistic regression, significantly associated factors with LBP during lifetime were selected to be female(OR=2.63, 95% CI : $1.08\sim6.40$), dissatisfaction with job(OR=2.16, 95% CI : $1.16\sim4.15$), those for the last one year were chosen to be female(OR=2.30, 95% CI : $1.03\sim5.12$), forward bending of trunk(OR=2.18, 95% CI : $1.26\sim3.79$), dissatisfaction with job(OR=1.84, 95% CI : $1.06\sim3.21$), and those for the last one week were female(OR=3.00, 95% CI : $1.17\sim7.69$), forward bending of trunk(OR=2.85, 95% CI : $1.38\sim5.88$). In conclusion, for effective prevention of the LBP at work site, appropriate improvement of work posture and various psychological factors should be considered.

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일부 재해성 요부손상 환자의 심리적 특성 (Psychometric Charateristics of Occupational Low Back Pain Patients)

  • 하미나;조수헌;권호장;한상환;주영수;박남종
    • Journal of Preventive Medicine and Public Health
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    • 제28권3호
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    • pp.715-725
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    • 1995
  • 산업재해성 요부손상 환자의 심리적 증상은 산업재해성 비요추 환자에 비하여 신체화 증상, 우울, 공포증, 정신증의 항목에서 통계학적으로 유의하게 높은 점수를 나타냈고, 직업과 관련없이 발생되어 의료보험으로 치료를 받는 비산업재해성 요부손상 환자에 비하여 신체화 증상, 우울, 불안, 편집증, 정신증의 항목에서 통계학적으로 유의하게 높은 점수를 나타냈다. 산업재해성 요부손상 환자의 심리적 증상은 휴직 기간과, 작업복귀 여부, 그리고 이 둘의 교호 작용이 유의한 설명력을 가지는데, 휴직 기간이 길수록 또 현재 작업에 복귀하고 있지 않았을 경우에 심리적 증상은 더 높은 점수를 나타내었다. 산업재해성 요부손상 환자에서 사회심리적 증상은 질병의 발생과 그것의 만성화에 따라 심화되며, 조기 작업복귀를 포함한 다차원적이고 포괄적인 재활 치료가 산업재해성 요부손상 환자의 관리에 성공적일 수 있을 것으로 생각된다.

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Associations of matrix metalloproteinase (MMP)-8, MMP-9, and their inhibitor, tissue inhibitor of metalloproteinase-1, with obesity-related biomarkers in apparently healthy adolescent boys

  • Shin, Youn Ho;Kim, Ki Eun;Lee, Yong-Jae;Nam, Jae-Hwan;Hong, Young Mi;Shin, Hye-Jung
    • Clinical and Experimental Pediatrics
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    • 제57권12호
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    • pp.526-532
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    • 2014
  • Purpose: Matrix metalloproteinases (MMPs) have been implicated in atherosclerosis, and therefore, are considered risk factors for metabolic dysfunction in adults. However, there is little data on circulating levels of MMPs and tissue inhibitors of MMPs (TIMPs) with regard to obesity-related biomarkers in the general adolescent population. In the present study, we determined the associations of MMP-8, MMP-9, and TIMP-1 levels and MMP-8/TIMP-1 and MMP-9/TIMP-1 ratios with obesity-related biomarkers in apparently healthy adolescent boys. Methods: We measured MMP and TIMP concentrations in plasma samples using the enzyme-linked immunosorbent assay and analyzed their associations with obesity-related biomarkers, such as liver enzymes and lipid profiles, in a sample of 91 Korean boys aged 13-14 years who participated in a general health check-up. Results: The mean age of the boys was $13.8{\pm}0.3years$; 72 boys were normal weight and 19 were overweight/obese. The Pearson correlation coefficients revealed a significant correlation between MMP-8 and aspartate aminotransferase (r=0.217, P=0.039) and alanine aminotransferase (r=0.250, P=0.017) and between TIMP-1 and aspartate aminotransferase (r=0.267, P=0.011). In a multivariate linear regression analysis, serum alanine aminotransferase was positively associated with the MMP-8 level. There were no significant differences in the MMP-8, MMP-9, and TIMP-1 levels or MMP-8/TIMP-1 and MMP-9/TIMP-1 ratios between control and overweight/obese subjects. Conclusion: We found a significant association between the MMP-8 level and alanine aminotransferase in the apparently healthy adolescent boys. These findings indicate that there may be a pathophysiological mechanism underlying the relationship between MMP-8 and liver enzymes in young adolescents.