• 제목/요약/키워드: beta regression model

검색결과 241건 처리시간 0.025초

Impact of beta blockers on survival outcomes in ovarian cancer: a nationwide population-based cohort study

  • Baek, Min-Hyun;Kim, Dae-Yeon;Kim, Seon Ok;Kim, Ye-Jee;Park, Young-Han
    • Journal of Gynecologic Oncology
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    • 제29권6호
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    • pp.82.1-82.13
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    • 2018
  • Objective: The impact of beta blockers (BBs) on survival outcomes in ovarian cancer was investigated. Methods: By using Korean National Health Insurance Service Data, Cox proportional hazards regression was performed to analyze hazard ratios (HRs) with 95% confidence intervals (CIs) adjusting for confounding factors. Results: Among 866 eligible patients, 206 (23.8%) were BB users and 660 (76.2%) were non-users. Among the 206 BB users, 151 (73.3%) were non-selective beta blocker (NSBB) users and 105 (51.0%) were selective beta blocker (SBB) users. BB use in patients aged ${\geq}60$ years, longer duration use (${\geq}1$ year), in patients with Charlson Comorbidity Index (CCI) ${\geq}3$, and in cardiovascular disease including hypertension was associated with better survival outcome. These findings were observed in both NSBB and SBB. When duration of medication was analyzed based on number of days, NSBB (${\geq}180$ days) was associated with improved overall survival (OS) with a relatively shorter period of use compared to SBB (${\geq}720$ days). In multivariate Cox proportional hazards model, longer duration of BB medication (${\geq}1$ year) was an independent favorable prognostic factor for both OS and disease-specific survival in ovarian cancer patients. Conclusion: In our nationwide population-based cohort study, BB use was associated with better survival outcomes in ovarian cancer in cases of long term duration of use, in older patients, and in cardiovascular and/or other underlying disease (CCI ${\geq}3$).

The factors of oral health beliefs on scaling performance by national health insurance coverage in consumers (치과의료소비자의 구강건강신념이 건강보험 급여화에 따른 스케일링 행위에 영향을 미치는 요인)

  • Lee, Myung-Sun;Lim, Hee-Jung
    • Journal of Korean society of Dental Hygiene
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    • 제15권1호
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    • pp.31-38
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    • 2015
  • Objectives: The purpose of this study is to investigate the factors of oral health beliefs on scaling performance by national health insurance coverage in consumers. Methods: The subjects were 353 people living in Seoul, Incheon, and Gyeonggi-do from September 25 to October 20, 2013. They filled out the self-reported questionnaire after receiving informed consents. The questionnaire included 6 questions of general characteristics, 6 questions of oral health behavior, 6 questions of health insurance coverage, and 1 question of subjective oral health recognition. The oral health belief consisted of 6 questions of seriousness, 6 questions of susceptibility, 8 questions of barriers, 5 questions of benefit, and 3 questions of self-efficacy measure by Likert 5 scale. Cronbach's alpha in the study was 0.759. Data were analyzed using SPSS version 20.0 for frequency analysis, t-test, ANOVA, post-hoc Scheffe test, Pearson's correlation coefficient, and binary logistic regression. Results: The influencing factors of oral health belief model were Seriousness(${\beta}=0.091$), Self efficacy(${\beta}=-0.471$) and age(${\beta}=0.855$)(p<0.05). Those who had highly perceived seriousness and younger age tended to have probability of scaling performance. Higher self-efficacy tended to take more chance to have scaling performance probability. Conclusions: In order to cover the scaling by national health insurance, it is very important to notice the benefit of health insurance coverage of scaling to the consumers. National health insurance coverage enables the scaling practice to be easily accessible to the people. Easy access to scaling by low cost strategy can improve the oral health behavior.

Association between immunoglobulin G1 against Tannerella forsythia and reduction in the loss of attachment tissue

  • Ardila, Carlos Martin;Olarte-Sossa, Mariana;Guzman, Isabel Cristina
    • Journal of Periodontal and Implant Science
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    • 제44권6호
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    • pp.274-279
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    • 2014
  • Purpose: To evaluate whether the levels of immunoglobulin G (IgG) antibody to Tanerella forsythia are associated with periodontal status. Methods: Patients with a diagnosis of chronic periodontitis were considered candidates for the study; thus 80 chronic periodontitis patients and 28 healthy persons (control group) were invited to participate in this investigation. The presence of T. forsythia was detected by polymerase chain reaction (PCR) analysis using primers designed to target the respective 16S rRNA gene sequences. Peripheral blood was collected from each subject to identify the IgG1 and IgG2 serum antibodies against T. forsythia. All microbiological and immunological laboratory processes were completed blindly, without awareness of the clinical status of the study patients or of the periodontal sites tested. Results: The bivariate analysis showed that lower mean levels of clinical attachment level (CAL) and probing depth were found in the presence of the IgG1 antibody titers against whole-cell T. forsythia; however, only the difference in CAL was statistically significant. In the presence of the IgG2 antibody titers against whole-cell T. forsythia, the periodontal parameters evaluated were higher but they did not show statistical differences, except for plaque. The unadjusted linear regression model showed that the IgG1 antibody against whole-cell T. forsythia in periodontitis patients was associated with a lower mean CAL (${\beta}=-0.654$; 95% confidence interval [CI], -1.27 to -0.28; P<0.05). This statistically significant association remained after adjusting for possible confounders (${\beta}=-0.655$; 95% CI, -1.28 to -0.29; P<0.05). On the other hand, smoking was a statistically significant risk factor in the model (${\beta}=0.704$; 95% CI, 0.24 to 1.38; P<0.05). Conclusions: Significantly lower mean levels of CAL were shown in the presence of the IgG1 antibody titers against whole-cell T. forsythia in periodontitis patients. Thus, the results of this study suggest that IgG1 antibody to T. forsythia may have been a protective factor from periodontitis in this sample.

Nonlinear approach to modeling heteroscedasticity in transfer function analysis (시계열 전이함수분석 이분산성의 비선형 모형화)

  • 황선영;김순영;이성덕
    • The Korean Journal of Applied Statistics
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    • 제15권2호
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    • pp.311-321
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    • 2002
  • Transfer function model(TFM) capturings conditional heteroscedastic pattern is introduced to analyze stochastic regression relationship between the two time series. Nonlinear ARCH concept is incorporated into the TFM via threshold ARCH and beta- ARCH models. Steps for statistical analysis of the proposed model are explained along the lines of the Box & Jenkins(1976, ch. 10). For illustration, dynamic analysis between KOSPI and NASDAQ is conducted from which it is seen that threshold ARCH performs the best.

The Effect of Economic Uncertainty on Pricing in the Stock Return (경제적 불확실성이 주식수익률 결정에 미치는 영향)

  • Kim, In-Su
    • Journal of Industrial Convergence
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    • 제20권2호
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    • pp.11-19
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    • 2022
  • This study examines the role of economic uncertainty in stock price determination in the domestic stock market. To this end, we analyzed the relationship between economic uncertainty indices at home and abroad (USA, China) and stock returns for non-financial companies in Korea from January 2000 to 2017. For the analysis model, the 3-factor model of Fama and French (1992) and the 5-factor model including momentum and liquidity were used. As a result of the analysis, a portfolio with a high beta of economic uncertainty showed higher stock returns than a portfolio with a low beta. This was the same as the US analysis result. Also, the analysis results using the US uncertainty index were more significant than the regression analysis results using the Korean economic uncertainty index.

A Study on The Influence Factors of Self-Efficacy, Job Performance, and Job Satisfaction of University Hospital Nurses (대학병원간호사의 자기효능감, 업무수행능력이 직무만족도에 미치는 영향요인)

  • Kim, Mi-Young;Lee, Hye-Kyung
    • Journal of the Korean Applied Science and Technology
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    • 제36권3호
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    • pp.726-736
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    • 2019
  • The purpose of this study is to investigate the effect of University hospital nurses' self-efficacy and job performance on job satisfaction. The subjects of this study were 130 nurses working at a university hospital in C city and collected data using structured questionnaires. The collected data were analyzed using mean, standard deviation, t-test, ANOVA, Pearson's correlation and multiple regression analysis using spss 25.0. The results showed that the self-efficacy was 3.24 points for the average score, 2.74 points for the job performance, and 3.10 points for the job satisfaction. Self-efficacy, job performance, and job satisfaction were statistically correlated. The factors affecting job satisfaction were self-efficacy (${\beta}=.39$, p<.001), age at 30~34 years (${\beta}=-.27$, p=.001), Operating Room(${\beta}=-.17$, p=.029), Medical ward (${\beta}=-.17$, p=.025) and unmarried (${\beta}=-.20$, p=.012) and the explanatory power of the model was 30.4%. Based on the results of this study, it is necessary to develop a program to improve the job satisfaction considering the self-efficacy, age, working department of hospital nurse.

Factors Influencing Character of Nursing Students (간호대학생의 인성에 영향을 미치는 요인)

  • Nam, Soung-Mi;Park, Jeong-Sook;Shin, Eun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • 제20권8호
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    • pp.56-65
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    • 2019
  • The purpose of this study was to identify factors associated with character of nursing students using ecological theory. A descriptive cross-sectional study was conducted with 296 nursing students. Collected data from self report questionnaires were analyzed using descriptive statistics, t-test, ANOVA and multiple regression with SPSS WIN 21.0. The Results of this study were as follows. A total of 2 models were examined according to individual, microsystem in ecological system theory. In the first model including individual factors, positive emotion, communication ability were significant factors explain character of nursing students. In the second model adding micro system factors family strength and major satisfaction found to be significant factors. The prediction factors of nursing student' character were communication ability (${\beta}=.431$, p<.001), major satisfaction (${\beta}=.310$, p<.001) and family strength (${\beta}=.176$, p<.001). The explanation power was 55.6%. These results showed that factors affecting character of nursing students are communication ability, major satisfaction, and family strength. Therefore, we suggest to develop various character education programs considering these factors.

Analysis of Factors Influencing Burnout of Nurses in Long-term Care Hospitals Based on Job Demand -Resource Model (직무요구-자원모형을 기반으로 한 요양병원 간호사의 소진에 대한 영향요인 분석)

  • Yang, Eun-Ok;Gu, Mee-Ock
    • Journal of the Korea Academia-Industrial cooperation Society
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    • 제20권4호
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    • pp.137-148
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    • 2019
  • This study was conducted to investigate the factors influencing burnout of nurses in long-term care hospitals based on the expanded JD-R model (Xanthopoulou et al, 2007). Participants were 167 nurses who worked in long-term care hospitals. The instruments used in this study were the Maslach Burnout Inventory, Copenhagen Psycho-social Questionnaire version II, Connor-Davidson Resilience Scale and the instrument developed by Thomas and Ganster (1995). Data were collected from August 25 to September 6, 2018 and analyzed based on frequency, t-tests, ANOVA, Pearson's correlation, and hierarchical regression using the SPSS WIN 23.0 program. The results were as follows: Nurses' burnout in long-term care hospitals was positively correlated with job demands (r=.24, p=.002) and negatively correlated with resilience (r=-.43, p<.001) and social support (r=-.41, p<.001). Factors influencing the level of burnout were resilience (${\beta}=-.28$, p<.001), social support (${\beta}=-.20$, p=.016), and job demands (${\beta}=.17$, p=.016) ), which together explained 32.0% of the total variance in burnout. Therefore, we strongly recommend interventions that reduce job demands and enhance resilience and social support to prevent and reduce the burnout of nurses in long-term care hospitals.

Effects of Hope and Self-Efficacy on Posttraumatic Growth in Mothers of Children with Cancers (소아암 환아 어머니의 희망, 자기효능감이 외상 후 성장에 미치는 영향)

  • Jeon, Ji Eun;Kim, Miyoung
    • Journal of Korean Clinical Nursing Research
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    • 제22권2호
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    • pp.142-151
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    • 2016
  • Purpose: The aim of this study was to identify the effects of hope and Self-efficacy on posttraumatic growth in mothers of children with cancers. Methods: A descriptive research design was used and 102 mothers participated in the study. They were primary care givers of children with cancers who were being treated at a tertiary care hospital in Seoul. A structured questionnaires which measured the degree of hope, self-efficacy, and posttraumatic growth was used for data collection. Data analysis was conducted using descriptive statistics, independent t-test, one-way analysis of variance, Pearson correlation coefficient, and multiple regression. Results: There were positive correlations between posttraumatic growth and hope (r=.44, p<.001) as well as self-efficacy (r=.33, p=.003). The major predictors of posttraumatic growth were religion (${\beta}=0.29$, p=.001), only child or first child (${\beta}=-0.25$, p=.015), the number of children in the family (${\beta}=0.25$, p=.016), and hope (${\beta}=0.38$, p=.001). This model explained about 30.4% of the total variables found in posttraumatic growth (F=9.84, p<.001). Conclusion: The findings from this study show that posttraumatic growth in mothers of children with cancers is largely predicted by hope indicating a need to develop nursing intervention programs to enhance hope in these mothers.

Status and It's Related Factors of Total Body Water in the Community-Dwelling Elderly (지역사회 재가노인의 체수분정도와 영향요인)

  • Lee, Young Hee;Oh, Jin Joo
    • 한국노년학
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    • 제38권3호
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    • pp.537-550
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    • 2018
  • The purpose of this study was to investigate the status of total body water and it's influencing factors in community elderly. In this descriptive study, data were collected from 135 elderly at senior citizen center, from October 4 2016 to February 28 2017. Surveys using questionnaire and anthropometric measurements for BMI and total body water were done for data collection. The results of the study showed that while most of the subjects of the study showed total body water within the appropriate range, some elderly especially elderly women show a degraded total body water. Total body water showed significant difference according to sex, body mass index, number of chronic illness, number of medication and urinary incontinence levels. Significant influencing factors were BMI(${\beta}=-0.51$, p=<.001), sex(${\beta}=-0.47$, p=<.001) and this regression model explained 51% of the variance in total body water. In the future, attention needs to be paid to the total body water of the elderly in the local community, especially to the elderly women with risk factors.