• 제목/요약/키워드: Multivariate Assessment

검색결과 235건 처리시간 0.031초

Early dropout predictive factors in obesity treatment

  • Michelini, Ilaria;Falchi, Anna Giulia;Muggia, Chiara;Grecchi, Ilaria;Montagna, Elisabetta;De Silvestri, Annalisa;Tinelli, Carmine
    • Nutrition Research and Practice
    • /
    • 제8권1호
    • /
    • pp.94-102
    • /
    • 2014
  • Diet attrition and failure of long term treatment are very frequent in obese patients. This study aimed to identify pre-treatment variables determining dropout and to customise the characteristics of those most likely to abandon the program before treatment, thus making it possible to modify the therapy to increase compliance. A total of 146 outpatients were consecutively enrolled; 73 patients followed a prescriptive diet while 73 followed a novel brief group Cognitive Behavioural Treatment (CBT) in addition to prescriptive diet. The two interventions lasted for six months. Anthropometric, demographic, psychological parameters and feeding behaviour were assessed, the last two with the Italian instrument VCAO Ansisa; than, a semi-structured interview was performed on motivation to lose weight. To identify the baseline dropout risk factors among these parameters, univariate and multivariate logistic models were used. Comparison of the results in the two different treatments showed a higher attrition rate in CBT group, despite no statistically significant difference between the two treatment arms (P = 0.127). Dropout patients did not differ significantly from those who did not dropout with regards to sex, age, Body Mass Index (BMI), history of cycling, education, work and marriage. Regardless of weight loss, the most important factor that determines the dropout appears to be a high level of stress revealed by General Health Questionnaire-28 items (GHQ-28) score within VCAO test. The identification of hindering factors during the assessment is fundamental to reduce the dropout risk. For subjects at risk, it would be useful to dedicate a stress management program before beginning a dietary restriction.

노년기 우울증 환자의 수면의 질 저하가 삶의 질에 미치는 영향 (Poor Sleep Quality and Its Effect on Quality of Life in the Elderly with Late Life Depression)

  • 최진영;박준혁
    • 생물정신의학
    • /
    • 제21권2호
    • /
    • pp.74-80
    • /
    • 2014
  • Objectives More than half of the elders suffer from chronic sleep disturbances. Moreover, sleep disturbances are more prevalent in patients with depressive disorder than in community dwelling elderly. In this study, we aim to estimate the risk factors of poor sleep quality and its effect on quality of life in patients with late life depression. Methods This study included 159 depressive patients aged 65 years or older who completed Pittsburgh Sleep Quality Index (PSQI). A global PSQI score of 5 or greater indicates a poor sleeper. Structural diagnostic interviews were performed using the Korean version of Mini International Neuropsychiatric Interview (MINI). Depression was evaluated by the Korean form of Geriatric Depression Scale (KGDS). Global cognition was assessed by Mini-Mental State Examination in the Korean version of the Consortium to Establish a Registry for Alzheimer's Disease assessment packet. Quality of life was evaluated by the Korean version of Short-Form 36-Item Health Survey (SF-36). Results The frequencies of poor sleepers were 90.5% in major depressive disorder, 71.8% in minor depressive disorder, 47.1% in subsyndromal depressive disorder, and 73.0% in all types of depressive disorders. Multivariate logistic regression analysis indicated that female [odds ratio (OR) = 2.83, 95% confidence interval (CI) = 1.20-6.67] and higher KGDS score (OR = 1.13, 95% CI = 1.05-1.21) were risk factors of poor sleep quality in patients with late life depression. In the analysis of ANCOVA adjusted for age, gender, education and KGDS score, the mean scores of vitality mental health and mental component summary of SF-36 were lower in poor sleepers than in good sleepers. Conclusions Poor sleepers among patients with late life depression are very common and are associated with female and higher KGDS scores. Poor sleep quality causes a significant negative effect on mental health quality. So researchers and clinicians should be more vigilant in the evaluation and treatment of sleep disturbances in patients with late life depression.

우울증 환자에서 자살 증상 유무에 따른 성격 특성의 차이에 관한 연구 (Differences of Personality Characteristics According to the Suicide Symptoms in Patients with Depression)

  • 최용락;오미애;이상민;김종우;강원섭
    • 정신신체의학
    • /
    • 제27권2호
    • /
    • pp.164-172
    • /
    • 2019
  • 연구목적 성격 5요인설을 기반으로 한 성격 특성 평가 도구인 NEO 성격검사를 이용해 우울증 환자 내에서 자살 증상(과거 자살 시도 또는 자살 사고)의 유무에 따라 성격 특성의 차이를 보이는지 분석하고자 하였다. 방 법 일 대학병원 정신건강의학과에서 외래 또는 입원치료를 받은 환자 중 우울증으로 진단된 186명의 의무기록을 조사하여 자살 증상군 70명과, 대조군 116명으로 분류하였다. NEO 성격검사를 사용하여 두 집단의 성격 특성의 차이를 비교하였다. 결 과 자살 증상군에서 신경증(Neuroticism)이 높았으며(p=0.041) 나이, 성별, 결혼 상태, 교육수준, 과거 입원 치료 병력 등을 보정한 다변량 로지스틱 회귀 분석에서도 신경증은 자살 증상에 유의한 영향을 주는 변수였다(Odds Ratio=1.04, 95% Confidence Interval 1.01~1.07, p=0.0145). 결 론 정높은 신경증은 우울증 환자 내에서 자살 위험이 높은 개인을 식별하는데 유용한 정보로 자살 예방에 있어 효율적인 의사결정을 돕는 지표로서의 활용 가능성이 시사된다.

江華地域 降水의 汚染度 評價에 關한 硏究 (A Study on the Assessment of Pollution Level of Precipitation at Kangwha, 1992)

  • 강공언;강병욱;김희강
    • 한국대기환경학회지
    • /
    • 제11권1호
    • /
    • pp.57-68
    • /
    • 1995
  • Precipitation samples were collected by a wet-only automatic acid precipitation sampler at Kangwha island on the western coast in Korea, through January until December 1992. pH, electric conductivity and the concentrations of major water-soluble ion components such as N $H_{4}$$^{+}$, $Ca^{2+}$, $K^{+}$, $Mg^{2+}$, N $a^{+}$, N $O_{3}$$^{[-10]}$ , S $O_{4}$$^{2-}$ and C $l^{[-10]}$ were measured. From the result of checking the validity for assesment of pollution level of precipitation samples by pH using correlation analysis between pH and major components, and t-test of chemical composition between acid rain and non-acid rain, pH proved to be not satisfactory for its pillution level. A more comprehensive method is therefore required. In order to estimate the monthly analytical result of chemical composition of precipitation samples comprehensively, a cluster analysis was used among the various multivariate statistical analysis. As a result of making a cluster analysis for separating the monthly precipitation samples into homogeneous patterns by setting the concentrations of nine major water-soluble ion components as a variable, three homogeneous patterns were obtained. The first pattern was a group of months having average ion concentrations, the second a guoup of months having low ion concentration, and the third a group of months having high ion concentrations. Thus, it was indicated that the pollution level of precipitation was higher on February and lower on May, June, August and September than the other months. As a result, this analysis method could be estimated the chemical coposition of precipitation regionally as well as monthly.monthly.

  • PDF

Review of Rice Quality under Various Growth and Storage Conditions and its Evaluation using Spectroscopic Technology

  • Joshi, Ritu;Mo, Changyeun;Lee, Wang-Hee;Lee, Seung Hyun;Cho, Byoung-Kwan
    • Journal of Biosystems Engineering
    • /
    • 제40권2호
    • /
    • pp.124-136
    • /
    • 2015
  • Purpose: Grain quality is a general concept that covers many characteristics, ranging from physical to biochemical and physiochemical properties. Rice aging during storage is currently a challenge in the rice industry, and is a complicated process involving changes in all of the above properties. Spectroscopic techniques can be used to obtain information on the quality of rice samples in a non-destructive manner. Methods: The objective of this review was to highlight the factors that contribute to rice quality and aging, and to describe various spectroscopic modalities, particularly vibrational and hyperspectral imaging, for the assessment of rice quality. Results: Starch and protein are the main components of the rice endosperm, and are therefore key factors contributing to eating and cooking quality. While the overall starch, protein, and lipid content in the rice grain remains essentially unchanged during storage, structural changes do occur. These changes affect pasting and gel properties, and ultimately the flavor of cooked rice. In addition, grain quality is significantly affected by growing and environmental conditions, such as water availability, temperature, fertilizer application, and salinity stress. These properties can be evaluated using spectroscopic techniques, and rice samples can be discriminated by using multivariate statistical analysis methods. Conclusion: Hyperspectral imaging and vibrational spectroscopy techniques have good potential for determining rice quality properties in a non-invasive manner, i.e., not requiring the introduction of instruments into the rice grain.

관광호텔 식음료상품 서비스품질 평가 (Service Quality assessment for Food & Beverage Product of Hotel)

  • 김승희
    • 한국조리학회지
    • /
    • 제5권2호
    • /
    • pp.447-467
    • /
    • 1999
  • Most published work on product quality focuses on manufactured goods. The subject of service quality has received less attention. This distinction is important because some of the quality-improving strategies avaliable to manufacturers may be inappropriate for service firms. Services are performances, not objects. They are often produced in the presence of the customer, as in the cause of hotel restaurant services, quality occurs during service delivery, usually in an interaction between the customer and contact personnel of service firm. for this reason, service quality is highly dependent on the performance of employees, an organizational resource that cannot be controlled to the degree that components of tangible goods can be engineered. The study has begun as a basic study for customer satisfaction-oriented management in understanding the service quality of food & beverage products and through a systematic analysis of it. The major purpose of the study was to examine the relationship of the customer satisfaction and service quality in consideration of reliability, empathy, responsiveness, tangibility and assurance. An empirical research was conducted based on the previous theoretical studies. 286 customer at first class hotels in Seoul were selected as samples of this study. The time period of research was from February through March 1999, and answers were processed by SAS to yield frequency analysis, multivariate statistical analysis and regression analysis. The finding of the statistical treatment are frequencies, factor analysis, multiple regression analysis, path analysis. SERVQUAL method was used the service quality evaluation methods. After factor analysis, it was resulted to 3 factors. those were factor 1(assurance.empathy.responsiveness), factor 2(reliability), factor 3(tangibility). The findings of the statistical treatment are as follows. First, the attribute measurement of performance service quality was affected by customer satisfaction. Second, the attribute measurement of performance service qualify was affected by repurchase intention. Third, The attribute measurement of performance customer satisfaction was affected by repurchase intention. The result of study model was followed, service quality was affected repurchase intention than customer satisfaction. indirected effect through, service duality and customer satisfaction was affected repurchase intention.

  • PDF

The Impact of Implementing Critical Care Team on Open General Intensive Care Unit

  • Kim, Ick Hee;Park, Seung Bae;Kim, Seonguk;Han, Sang-Don;Ki, Seung Seok;Chon, Gyu Rak
    • Tuberculosis and Respiratory Diseases
    • /
    • 제73권2호
    • /
    • pp.100-106
    • /
    • 2012
  • Background: There are a plethora of literatures showing that high-intensity intensive care unit (ICU) physician staffing is associated with reduced ICU mortality. However, it is not widely used in ICUs because of limited budgets and resources. We created a critical care team (CCT) to improve outcomes in an open general ICU and evaluated its effectiveness based on patients' outcomes. Methods: We conducted this prospective, observational study in an open, general ICU setting, during a period ranging from March of 2009 to February of 2010. The CCT consisted of five teaching staffs. It provided rapid medical services within three hours after calls or consultation. Results: We analyzed the data of 830 patients (157 patients of the CCT group and 673 patients of the non-CCT one). Patients of the CCT group presented more serious conditions than those of the non-CCT group (acute physiologic and chronic health evaluation II [APACHE II] 20.2 vs. 15.8, p<0.001; sequential organ failure assessment [SOFA] 5.5 vs. 4.6, p=0.003). The CCT group also had significantly more patients on mechanical ventilation than those in the non-CCT group (45.9% vs. 23.9%, p<0.001). Success rate of weaning was significantly higher in the CCT group than that of the non-CCT group (61.1% vs. 44.7%, p=0.021). On a multivariate logistic regression analysis, the increased ICU mortality was associated with the older age, non-CCT, higher APACHE II score, higher SOFA score and mechanical ventilation (p<0.05). Conclusion: Although the CCT did not provide full-time services in an open general ICU setting, it might be associated with a reduced ICU mortality. This is particularly the case with patients on mechanical ventilation.

서울시 고령자의 정보격차 관련 요인에 관한 연구 (Study on the Correlates of Digital Disparity among Older Seoul Residents)

  • 남궁현경;김일호;천희란
    • 디지털융복합연구
    • /
    • 제15권4호
    • /
    • pp.73-81
    • /
    • 2017
  • 노년기의 정보이용 능력은 노인의 건강과 삶의 질 향상과 밀접한 관계가 있다. 그러나 노년기는 정보화 적응에 어려움을 겪는 시기로, 특히 노인 취약계층의 정보화 격차 문제가 중요한 사회적 이슈이다. 본 연구는 서울시 거주 고령자를 대상으로 정보화 이용의 관련 요인을 사회경제적 격차 및 건강 차이에 주목하여 살펴보고자 한다. 연구 자료는 "2015년, 2016년 고령자 건강수준과 기능평가" 설문 자료의 60세-89세 1,605명을 대상으로 한다. 정보화 이용에 관한 다변량 로지스틱 회귀분석 결과, 연령, 성별, 교육수준, 활동제한과 건강수준이 유의한 독립적 영향 요인이었다. 이 결과는 서울시 고령자의 정보화 이용에서 격차 및 불평등의 관련요인을 밝히고 있다. 본 연구결과는 고령자에서 인구사회학적 특성뿐만 아니라 건강상태를 고려한 정보소외계층에 대한 관심과 관련 정책의 필요성을 제시한다.

고등학생 자살 경향성에 영향을 미치는 요소 : 학생 스스로 지각하는 학업성취도를 중심으로 (Factors Related with Suicidality in High-School Students : Focused on Perceived Academic Performance)

  • 곽영숙;신지현
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
    • /
    • 제22권4호
    • /
    • pp.294-301
    • /
    • 2011
  • Objectives : This study investigated factors related to suicide in high school students and focused on perceived academic performance. Methods : We surveyed 293 grade 10 high-school students in Jeju and Gyeonggi provinces and gave them self-assessment questionnaires. To evaluate the suicide risk, the questionnaire included questions about suicidal thoughts, plans, threats, deliberate self-injury, and suicide attempts from the Scale for Suicide Ideation (SSI). Also, it included the Beck Depression Inventory (BDI), Beck Hopelessness Scale (BHS), Locus of Control Scale (LOC), Rosenberg's Self Esteem Scale (RSE) and Perceived Academic Performance (PAP) to identify factors related to suicide in high school students. Results : Depression, hopelessness, and low self-esteem were related with suicidal thoughts, plans, attempts, and severe suicidal ideation (SSI score${geq}$16). In the multivariate analysis, a low level of PAP (OR=3.796, 95%CI 1.280-11.257) was significantly associated with severe suicidal ideation (SSI score${geq}$16). Deliberate self-injury was most prevalent in failing the PAP group and also having a high level of PAP (OR=6.161, 95%CI 1.474-25.760). Conclusion : The authors found that the suicide risk of high school students is related to depression, hopelessness, low self-esteem and a low level of PAP. These results provide significant indicators in planning an adolescent suicide prevention program.

Relationship of tooth mortality and implant treatment in Type 2 diabetes mellitus patients in Korean adults

  • Jung, Hyun-Yub;Kim, Yong-Gun;Jin, Myoung-Uk;Cho, Jin-Hyun;Lee, Jae-Mok
    • The Journal of Advanced Prosthodontics
    • /
    • 제5권1호
    • /
    • pp.51-57
    • /
    • 2013
  • PURPOSE. The purpose of this study was to to analyze the effect of Type 2 diabetes on tooth mortality, implant treatment and prosthetic status. MATERIALS AND METHODS. 275 Type 2 diabetics and 300 non-diabetics, aged 40-80 years were selected for analysis. The assessment of number of teeth, missing teeth, fixed prostheses (bridge pontics), implants using panoramic radiographs and dental records were carried out. RESULTS. Diabetes mellitus (DM) patients had a higher number of missing teeth (P<.05) and placed implants (P=.074), age (P<.05), male gender percentage (P=.042), smoker percentage (P<.05) than non-DM patients. In univariate analysis, the patients in older group showed significantly higher number of tooth loss rate at the first dental examination than the patients in younger group. Tooth loss rate of smokers did not show higher value than that of non-smokers. When multiple variables including DM, age, smoking, gender were considered together, diabetics and older group patients showed significantly higher tooth loss rate at the first dental examination than non-diabetics and younger group patients, respectively. Smokers and male group did not show a significant difference than nonsmokers and female group, respectively. CONCLUSION. Tooth mortality and implant treatment rate were significantly higher in the DM group as indicated by univariate and multivariate logistic regression analysis. Old age groups showed significantly higher odds ratios and tooth loss rate. As diabetics showed the higher tooth loss rate than non-diabetics, diabetics also had more implant restorations than non-diabetics.