• 제목/요약/키워드: likelihood interval

검색결과 194건 처리시간 0.022초

콜레스테롤 자료에 대한 적정 공분산행렬 형태 산출에 관한 통계적 분석 (A statistical analysis on the selection of the optimal covariance matrix pattern for the cholesterol data)

  • 조진남;백재욱
    • Journal of the Korean Data and Information Science Society
    • /
    • 제21권6호
    • /
    • pp.1263-1270
    • /
    • 2010
  • 60명의 환자들을 20명씩3개 그룹으로 나누어 각 그룹마다 다른 종류의 식이요법을 실시한 후 1주 간격으로 5주간에 걸쳐서 콜레스테롤 수치에 대한 반복측정 자료를 얻었다. 해당자료를 바탕으로 적합성여부와 유의성 검정을 실시한 결과 등분산 Toeplitz가 다양한 공분산행렬 형태들 중에서 가장 적합한 공분산구조 모형으로 판명되었다. 이 모형에서는 시점들 간의 상관계수는 0.64-0.78로 대체적으로 높은 상관관계들을 보여주고 있으며, 모수인자들의 유의성검정 결과, 시간효과는 대단히 유의하게 나타났으나, 처리 및 처리와 시간과의 교호작용효과는 유의하지 않은 것으로 판명되었다.

학령기 아동의 학교적응 관련변인들 간의 관계 구조분석 (A Structural Analysis on School-Aged Children's School Adjustment and Its Related Variables)

  • 이희은;문수백
    • 가정과삶의질연구
    • /
    • 제29권4호
    • /
    • pp.161-174
    • /
    • 2011
  • The purpose of this study was to investigate the structural relationships among different variables related to school adjustment. 601 elementary school students residing in Pohang-City in Korea completed questionnaires about school adjustment, internal problem behavior, external problem behavior, family adaptability and family cohesion. A variance-covariance matrix of this sample was analyzed using AMOS 19.0, and the maximum likelihood minimization function. The goodness of fit was evaluated via SRMR, RMSEA with a 90% confidence interval, CFI, and TLI. The results were as follows: First, family adaptability, family cohesion, internal problem behavior and external problem behavior were all found to have a significant direct effect how the children adjusted to their school. Second, family adaptability, and family cohesion had a direct effect on internal problem behavior. Third, family cohesion had a direct effect on external problem behavior, but family adaptability had a substantial indirect effect on the children's external problem behavior that was mediated by their internal problem behavior. Fourth, internal problem behavior had a direct effect on external problem behavior.

Prevalence and Correlates of Current and Former Smoking among Urban Transit Workers

  • Cunradi, Carol B.;Moore, Roland S.;Battle, Robynn S.
    • Safety and Health at Work
    • /
    • 제8권4호
    • /
    • pp.402-406
    • /
    • 2017
  • Transit workers constitute a blue-collar occupational group that have elevated smoking rates relative to other sectors of employed adults in the United States. This study analyzed cross-sectional tobacco survey data from 935 workers (60% African American; 37% female) employed at an urban public transit agency in California. Prevalence of current and former smoking was 20.3% and 20.6%, respectively. Younger workers were less likely than older workers to be current or former smokers. Having a complete home smoking ban was associated with decreased likelihood of being a smoker [odds ratio (OR) = 0.04, 95% confidence interval (CI) = 0.01-0.17], as were neutral views about whether it is easy for a smoker to take a smoking break during their shift (OR = 0.50, 95% CI 0.28-0.88). Current smoking among the sample is > 50% higher than the adult statewide prevalence. Potential points of intervention identified in this study include perceived ease of worksite smoking breaks and establishing home smoking bans. Tailored cessation efforts focusing on older transit workers more likely to smoke are needed to reduce tobacco-related disparities in this workforce.

Prognostic Value of the Anatomic Region of Metastatic Lymph Nodes in the Current TNM Staging of Gastric Cancer

  • Jeong, Oh;Jung, Mi Ran;Kang, Ji Hoon
    • Journal of Gastric Cancer
    • /
    • 제21권3호
    • /
    • pp.236-245
    • /
    • 2021
  • Purpose: The numeric N stage has replaced the topographic N stage in the current tumor node metastasis (TNM) staging in gastric carcinoma. However, the usefulness of the topographic N stage in the current TNM staging system is uncertain. We aimed to investigate the prognostic value of the topographic N stage in the current TNM staging system. Materials and Methods: We reviewed the data of 3350 patients with gastric cancer who underwent curative gastrectomy. The anatomic regions of the metastatic lymph nodes (MLNs) were classified into 2 groups: perigastric and extra-perigastric. The prognostic value of the anatomic region was analyzed using a multivariate prognostic model with adjustments for the TNM stage. Results: In patients with lymph node metastasis, extra-perigastric metastasis demonstrated significantly worse survival than perigastric metastasis alone (5-year survival rate, 39.6% vs. 73.1%, respectively, P<0.001). Extra-perigastric metastasis demonstrated significantly worse survival within the same pN stage; the multivariate analysis indicated that extra-perigastric metastasis was an independent poor prognostic factor (hazard ratio=1.33; 95% confidence interval=1.01-1.75). The anatomic region of the MLNs improved the goodness-of-fit (likelihood ratio statistics, 4.57; P=0.033) of the prognostic model using the TNM stage. Conclusions: The anatomic region of MLNs has an independent prognostic value in the numeric N stage in the current TNM staging of gastric carcinoma.

Upside-Down 욕조 곡선 형태의 고장 강도를 가지는 세분화 모형 (A Segmented Model with Upside-Down Bathtub Shaped Failure Intensity)

  • 박우재;김상부
    • 한국산업융합학회 논문집
    • /
    • 제23권6_2호
    • /
    • pp.1103-1110
    • /
    • 2020
  • In this study, a segmented model with Upside-Down bathtub shaped failure intensity for a repairable system are proposed under the assumption that the occurrences of the failures of a repairable system follow the Non-Homogeneous Poisson Process. The proposed segmented model is the compound model of S-PLP and LIP (Segmented Power Law Process and Logistic Intensity Process), that fits the separate failure intensity functions on each segment of time interval. The maximum likelihood estimation is used for estimating the parameters of the S-PLP and LIP model. The case study of system A shows that the S-PLP and LIP model fits better than the other models when compared by AICc (Akaike Information Criterion corrected) and MSE (Mean Squared Error). And it also implies that the S-PLP and LIP model can be useful for explaining the failure intensities of similar systems.

보육교사 권리 인식 척도 개발 및 타당화 (Development and Validation of a Recognition Scale for Childcare Teachers' Rights)

  • 석재경;김정민
    • 한국보육지원학회지
    • /
    • 제19권6호
    • /
    • pp.1-19
    • /
    • 2023
  • Objective: The aim of the present study was to develop and validate a recognition scale for childcare teachers' rights. Methods: Statistical methods for data analysis involved the use of SPSS 20.0 and AMOS 20.0. To confirm the reliability and validity of the developed scale, various analyses, including item quality assessment, item discrimination, exploratory factor analysis, confirmatory factor analysis, and Pearson correlation analysis, were conducted. The maximum likelihood estimation method was employed for model fitting. Goodness of fit was assessed using SRMR, RMSEA and its 90% confidence interval, CFI, and TLI. Through these analyses, the scale's reliability and validity exceeded the standard. Consequently, 5 factors and 30 questions were ultimately selected as the recognition scale for childcare teachers' rights. Results: First, a recognition scale for childcare teachers' rights was developed to reflect changes in childcare settings. Second, an objective measurement was incorporated into the recognition scale of childcare teachers' rights. Third, the analysis using the proposed scale revealed a correlation between the recognition of childcare teachers' rights and life satisfaction. Conclusion/Implications: The study developed a scale capable of objectively measuring the recognition of childcare teachers' rights.

Combined effects of sugar-sweetened beverage consumption, screen-based sedentary behavior, and sleep duration on South Korean adolescent obesity: a cross-sectional study

  • Jin Suk Ra;Do Thi Thu Huyen
    • Child Health Nursing Research
    • /
    • 제30권2호
    • /
    • pp.77-86
    • /
    • 2024
  • Purpose: This study examined the combined effects of sugar-sweetened beverage (SSB) consumption, screen-based sedentary behaviors, and sleep duration on adolescent obesity. Methods: It followed a cross-sectional study design and conducted secondary analysis on data from 20,497 high school students who participated in the 17th (2021) Korea Youth Risk Behavior Web-based Survey. This study underwent logistic regression analysis in complex sampling analysis. Results: The combinations of low and medium consumption of SSBs, excessive screen-based sedentary behaviors, and short sleep durations were associated with a 1.18 and 1.12 fold increased likelihood of obesity (95% confidence interval [CI]=1.03-1.35) and (95% CI=1.02-1.22), respectively. The combination of high SSB consumption, appropriate screen-based sedentary behaviors, and short sleep duration (adjusted odds ratio [aOR]=1.15, 95% CI=1.01-1.31) and high SSB consumption, excessive screen-based sedentary behaviors, and short sleep duration (aOR=1.40, 95% CI=1.16-1.69) were associated with obesity. Conclusion: Integrated and tailored programs considering combination patterns of SSB consumption, screen-based sedentary behaviors, and short sleep duration need to be developed for preventing adolescent obesity.

국민건강영양조사 (2010~2012년)를 이용한 1인가구와 다인가구의 채소와 과일 섭취 비교 (Vegetable and fruit intake in one person household: The Korean National Health and Nutrition Examination Survey (2010~2012))

  • 이지유;신애선
    • Journal of Nutrition and Health
    • /
    • 제48권3호
    • /
    • pp.269-276
    • /
    • 2015
  • 본 연구는 국민건강영양조사 5기의 2010~2012년 자료로 독립이 가능한 20세 이상 남녀 14,914명의 24시간 회상법 자료를 이용하여 1인가구와 다인가구의 비염장채소와 과일, 과일, 김치를 적게 섭취할 위험도를 비교하였다. 1인가구 남성에서 미혼의 비율이 41.5%인 반면에 1인가구 여성에서 미혼비율이 9.2%로 여성 1인가구의 90%는 기혼인 것으로 나타났다. 1인가구와 다인가구의 가구소득은 남성에서 100만원 미만이 1인가구는 42.3%, 다인가구는 12.7%를 나타내었으며, 여성에서 1인가구는 100만원 미만이 70%, 다인가구는 11.9%로 1인가구에서 저소득층이 많은 것을 알 수 있다. 1인가구와 다인가구의 교육수준은 남성에서 6년 미만이 1인가구는 20.7%, 다인가구는 15.1%를 나타내었으며, 여성에서 1인가구는 6년 미만이 66.4%, 다인가구는 24.6%로 남성에서는 큰 차이가 없지만 여성의 교육수준에서는 1인가구와 다인가구의 큰차이를 보여주었다. 20세 이상 성인남녀에서 미혼인사람보다 기혼인사람의 채소과일 섭취량이 많고, 소득수준과 교육수준이 증가 함에따라 비염장채소와 과일섭취가 400 g 이상인 사람의 비율이 증가하였다. 가구 구조에 따른 채소 과일섭취량의 관계에 대해 분석한 결과 나이와 가구소득, 총에너지 섭취량을 보정한 후 남성에서는 1인가구가 다인가구에 비해 기준치보다 적게 비염장 채소와 과일을 섭취할 위험도, 그리고 김치 섭취에서는 적게먹을 위험도의 차이가 없었다. 그러나 여성에서 김치섭취에서 보정 후에도 다인가구에 비해 1인가구가 더 적게 먹을 위험도의 차이가 있는 것을 알 수 있다. 본 연구를 통해서 남성 1인가구는 다인가구에 비해 채소와 과일을 적게 섭취할 위험도의 차이가 유의하지 않지만, 여성에서는 1인가구가 다인가구에 비해 김치를 적게 먹을 위험도가 있는 것을 알 수 있었다.

Reliability and Validity of the Alcohol Use Disorders Identification Test - Consumption in Screening for Adults with Alcohol Use Disorders and Risky Drinking In Japan

  • Osaki, Yoneatsu;Ino, Aro;Matsushita, Sachio;Higuchi, Susumu;Kondo, Yoko;Kinjo, Aya
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권16호
    • /
    • pp.6571-6574
    • /
    • 2014
  • Background: Alcohol is well established as a risk factor for cancer development in many organ sites. To assess the reliability and validity of the Alcohol Use Disorders Identification Test - Consumption (AUDIT-C) for detecting alcohol use disorders or risky drinking in Japanese adults the present study was conducted. Materials and Methods: A test-retest method was applied with a 2-week interval with 113 health care employees. The k coefficient, Cronbach's coefficient alpha, Spearman's correlation coefficient, and intraclass correlation coefficient (ICC) were determined and the validity of the AUDIT-C was analyzed using the data from a nationwide survey on adult alcohol use conducted in 2008 (n=4,123). Results: The reliability of the AUDIT-C score was high (${\kappa}$ coefficient=0.63, Cronbach's alpha=0.98, correlation coefficient=0.95, and ICC=0.95). According to the likelihood ratio and Youden index, appropriate cutoffs for the AUDIT-C were ${\geq}5points$ in men and ${\geq}4$ points in women. The sensitivity and specificity of these cutoffs for identifying ${\geq}8$ points on the AUDIT were 0.88 and 0.80, respectively, for men (positive likelihood ratio [LR+]=4.5) and 0.96 and 0.87, respectively, for women (LR+=7.7). The sensitivity and specificity of the cutoffs for identifying ${\geq}12$ points on the AUDIT were 0.90 and 0.84, respectively, for men (LR+=5.8) and 0.93 and 0.94, respectively, for women (LR+=15.8). The sensitivity and specificity of the cutoffs for identifying ${\geq}16$ points on the AUDIT were 0.93 and 0.80, respectively, for men (LR+=4.7) and 0.92 and 0.98, respectively, for women (LR+=55.6). With higher scores on the AUDIT, the specificity decreased and false-positives increased. The appropriate cutoffs for identifying risky drinking were the same for both genders. Conclusions: The reliability and validity of the AUDIT-C are high, indicating that it is useful for identifying alcohol use disorders or risky drinking among the general population in Japan, a group at high risk of cancer development.

노인장기요양보험 인정자의 미이용 관련요인 분석: 전남지역을 대상으로 (Factors Associated with the Non-Use of Beneficiaries of Long-Term Care Insurance Service: The Case of Jeollanam-do Province)

  • 국경남;김노을;임승지;박종연;김재윤;정우진
    • 보건행정학회지
    • /
    • 제24권4호
    • /
    • pp.349-356
    • /
    • 2014
  • Background: This study aimed to explore factors associated with the non-use of beneficiaries of long-term care insurance services for the elderly in Jeollanam-do Province by analyzing a dataset obtained from National Health Insurance Service. Methods: The study sample consists of 1,663 individuals who were evaluated as eligible for long-term care insurance services in Jeollanam-do Province during the period of July 1, 2008 through June 30, 2009. As a dependent variable, the non-use of the service was defined as one when a beneficiary had used it once or more times during one year after he or she was evaluated as eligible and as zero otherwise. A proportion analysis was conducted to describe characteristics of study sample. Chi-square tests were used to compare general characteristics between beneficiaries who had used the services and those who had not used them. Multiple logistic regressions were performed by three models including additional sets of explanatory variables such as socio-demographic characteristics, health conditions, and economic status. Results: Main results are summarized as follows. The proportion of beneficiaries who had not used the service was 14.5% of all beneficiaries. According to the results from the model using all explanatory variables, the factors associated with the non-use of the services were residence location, dwelling place, type of desired service, level of care needs, and instrumental activities of daily life limitations. Conclusion: In particular, regarding the type of desired service, the cash benefit showed a high likelihood of the non-use of the service; it had an odds ratio (OR) of 50.212 (95% confidence interval [CI], 24.00-105.04) compared with home service. In case of dwelling place, a hospital showed also a high likelihood of the non-use with an OR of 20.71 (95% CI, 10.12-42.44) compared with home.