• Title/Summary/Keyword: Descriptive Statistics

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DETECTING INRLUENTIAL OBSERVATIONS ONTRANSFORMATION PARAMETER IN BOX-COX MODEL

  • Kim, Choong-Rak;Jeong, Mee-Seon
    • Journal of the Korean Statistical Society
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    • v.21 no.1
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    • pp.35-46
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    • 1992
  • On Box-Cox transformation, one or few responses are influential on transformation parameter estimator. To detect influential observatins, several diagnostics (Cook and Wang 1983, Hinkley and Wang 1988, Lawrance 1988, Tsai and Wu 1990) have been suggested. We compare these diagnostics and denote the necessity of multiple cases deletion which is important especially when the masking effect is present. Also, analytic expression of Tsai and Wu's diagnostic is given. We suggest a computationally feasible and useful algorithm based on the basic building blocks, and present descriptive examples using artificial data.

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A Review of the Statistical Analysis used in Clinical Articles Published on Journal of Korean Neurosurgical Society

  • Kang, Wee-Chang
    • Journal of Korean Neurosurgical Society
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    • v.40 no.4
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    • pp.304-308
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    • 2006
  • Statistical analyses used in clinical articles published on the Journal of Korean Neurosurgical Society were identified and appropriateness of statistical aspects in reporting results was assessed. Forty seven clinical articles were selected in this study, which were published from February, 2005 to February, 2006 on the journal. The frequency of statistical analysis was as follows : descriptive statistics only 24 [51.1%]. one type of statistical method 10 [21.3%], two or more methods 13 [27.6%]. An assessment of statistical aspects was performed in 24 clinical articles reporting inferential statistics. Ten articles [41.7%] did not adequately describe or reference all statistical methods used. There were six articles [25.0%] not reporting the confidence level used as the critical criteria of the statistical significance. In thirteen articles [54.2%] it seems more appropriate to implement multivariate analyses in addition to univariate analyses. We recommend that the journal readers should concentrate on improving their knowledge of basic statistics and statistical review for manuscripts submitted should be sought from professionals in the fields of biostatistics and epidemiology.

Current Situation of the Computer-Assisted Statistical Surveys and Its Prospects (컴퓨터 이용 통계조사의 현황과 전망)

  • 이계오
    • Proceedings of the Korean Association for Survey Research Conference
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    • 2000.06a
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    • pp.137-159
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    • 2000
  • In this paper, the following facts have been reviewed: First, statistics should have the characteristics of descriptive, inferential, and applicative statistics in "information-Knowledge Society." Second, the computer has been employed in the process data collection and data analysis for producing the statistics with timeliness and efficiency. Third, we have to develop a statistical development plan which lays emphasis on the production of applicative statistics in the coming "Internet Cyber Society." In addition, we investigaated statistical survey methods. The prospects of internet surveys were also investigated here. On the basis of the above review and investigation. we suggested "an integrated system of computer-assisted statistical surveys" that can be applied to all kinds of surveys and statistics.nds of surveys and statistics.

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Comparison of infant mortality and associated factors between Korean and immigrant women in Korea: an 11-year longitudinal study

  • Kim, Kyung Won;Nho, Ju-Hee;Kim, Sooyoung;Park, Byeongje;Park, Sanghee;Kang, Bobae;Kim, Sun-Hee
    • Women's Health Nursing
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    • v.27 no.4
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    • pp.286-296
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    • 2021
  • Purpose: This study compared infant mortality and its associated factors between Korean and immigrant women using vital statistics gathered by Statistics Korea. Methods: Birth and death statistics from the period between 2009 and 2019 were extracted from the census of population dynamics data of the Microdata Integrated Service, Korea. Statistical data were derived from a complete survey and infant mortality was analyzed from mortality statistics data. Descriptive statistics were used for comparison. Results: The average infant mortality rate (IMR) of Korean women was 2.7 in Korea, which did not change significantly between 2009 and 2019; however, the IMR of immigrant women increased significantly in 2018 to 4.2 and subsequently decreased to 2.6 in 2019. Moreover, the age of Korean and immigrant women at the time of infant death gradually increased from 31.1 years and 25.9 years in 2009 to 32.8 years and 30.9 years in 2019, respectively. The gestational age was lower for deceased infants born to immigrant women (mean, 31.04 weeks; standard deviation [SD], 6.42; median, 30.00) compared to infants born to Korean women (mean, 31.71 weeks; SD, 6.48; median, 32.00). Immigrant women (91.7%) received slightly fewer antenatal care visits compared to Korean women (93.1%). Conclusion: It is vital to devise a plan to lower the IMR of immigrant women in Korea. Moreover, it is necessary to explore the factors related to infant mortality among immigrant women within the context of Korean societal situation, culture, and home environment.

Factors Influencing Self-Management Compliance of Patients with Chronic Hepatitis B (만성B형간염 환자의 자가관리이행에 대한 영향요인)

  • Yang, Jin-Hyang
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.18 no.4
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    • pp.520-528
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    • 2011
  • Purpose: Patients with chronic hepatitis B need lifelong health care because of progressive liver damage. The purpose of this study was to identify factors associated with self-management compliance among patients with chronic hepatitis B. Methods: The research was a cross-sectional, descriptive design using questionnaires. The participants were 118 patients with chronic hepatitis B from outpatient department in a tertiary hospital. Their ages ranged from 20 to 64. Data were analyzed using descriptive statistics, t-test, ANOVA and multiple regression with PASW statistics 19.0 program. Results: There were statistically significant differences in self management compliance by gender, age, job, alcohol consumption, and smoking. A positive correlation existed between self-management compliance, awareness of the importance of management, and self efficacy. Stepwise multiple regression analysis for self-management compliance revealed that the most powerful predictor was self efficacy. Self efficacy, age, and alcohol consumption explained 37.5% of the variance. Conclusion: The results indicate a need to promote self-management compliance with these participants. The findings also suggest that consideration be given to characteristics of age and alcohol consumption in developing strategies for enhancing self efficacy and developing programs to promote self-management for patients with chronic hepatitis B.

Stability of Construction Cost-variability Factor Rankings from Professionals' Perspective: Evidence from Dar es Salaam -Tanzania

  • Shabani, Neema;Mselle, Justine;Sanga, Samwel Alananga;Kanuti, Arbogasti Isidori
    • Journal of Construction Engineering and Project Management
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    • v.8 no.2
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    • pp.17-33
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    • 2018
  • This study investigates the stability of professionals' cost variability factor-rankings across different levels of cost-variability and response scenarios. Descriptive statistics are used to examine the stability of factor-ranking for 20 cost variability factors and a Multinomial Logistic (MNL) regression model was implemented to examine the stability of cost variability factors across three cost variability levels. The finding on the descriptive statistics indicated that professionals' factors-rankings are stable only for external factors. The MNL regression results on factor-stability suggested that 8 out of the 20 evaluated factors were unstable determinant of lower cost variability levels. These factors are "risk associated with the project", "personal bias and poor professionalism of the estimators", "limited time available to complete the project", "lack of skills and experience by estimator" "geographical location of projects", "incomplete & rush designs for estimate", "unforeseen or unexpected site constraints", "high class bidders for the contractors". Similarly lack of experience and large size projects were observed to be unstable as well. These observations suggest that professionals' view on pre-tender cost variability factor-ranking yields unstable factor rankings hence should not be relied upon as the only mechanisms to mitigate cost related risks in construction projects.

The Effects of Tele-care Case Management Services for Medical Aid Beneficiaries (일 시범 지역 의료급여수급권자 대상의 텔레케어 사례관리 효과)

  • Ahn, Yang-Heui;Kim, Eui-Sook;Ko, Il-Sun
    • Research in Community and Public Health Nursing
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    • v.21 no.3
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    • pp.351-361
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    • 2010
  • Purpose: This study was done to analyze the effects of tele-care case management services using secondary data. Methods: A descriptive research design was utilized, and the participants were 134 medical aid beneficiaries who were in either the high-risk group or the preventive group. Casemanagement services were delivered by 8 care managers. Data were analyzed using PAWS Statistics 17 through descriptive statistics and paired t-test. Results: After the case management intervention, the participants' health quality of life, self-care competency, and reasonable medical care utilization increased significantly for the high-risk group. However there were no significant changes in the preventive group. Conclusion: The results showed that the tele-care case management services were effective for high-risk medical aid beneficiaries. Further studies with controls for constitutional variables and a comparison group are required to validate the robustness of the effectiveness of the case management program in the present study.

Association among Parent-Adolescent Communication, Self-Efficacy, and Nursing Professionalism in Nursing Students (간호대학생의 부모-자녀 의사소통과 자기효능감 및 간호전문직관의 관계)

  • Park, Min Hee;Yim, So Youn
    • Journal of Korean Public Health Nursing
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    • v.31 no.2
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    • pp.365-375
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    • 2017
  • Purpose: This study was conducted as a descriptive research to identify relationships among parent-adolescent communication, self-efficacy and nursing professionalism in nursing students. Methods: The participants were 106 nursing college students in Chungchung Province in Korea. Data were collected from December 1 to 31, 2016, analyzed by descriptive statistics, t-tests, ANOVA, Pearson's correlation coefficient, and multiple regression using IBM SPSS statistics version 21. Results: Parent-adolescent communication was positively correlated with self-efficacy (r=.44, p<.001), and nursing professionalism (r=.30, p=.002), while self-efficacy was positively correlated with nursing professionalism (r=.42, p<.001). Parent-adolescent communication and nursing professionalism explained 29.0% of self-efficacy. Parent -adolescent communication and self-efficacy explained 19.5% of nursing professionalism. Conclusion: The results of this study suggest an empowerment program of parent-adolescent communication should be developed to provide valuable baseline data to counsel students who are developing self-efficacy and nursing professionalism in nursing curriculum.

Family Support and Job Stress of Clinical Nurses (임상간호사의 가족지지도가 직무 스트레스에 미치는 영향)

  • Lee, Inhee;Lee, Mihee;Im, Junga;Bae, Kyungeui
    • Korean Parent-Child Health Journal
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    • v.19 no.1
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    • pp.1-8
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    • 2016
  • Purpose: This study was done to investigate the level of family support, job stress in clinical nurses end identify the participant's individual characteristics that influenced each of them. Methods: This study was a descriptive correlational study. The participants were 192 clinical nurses working in local middle range hospitals. The data were collected from May to June, 2013 and analyzed using descriptive statistics, t-test and Pearson's correlation by PASW statistics20. Results: The item mean score for family support was 21.01 and job stress was 98.89. There was a statistically significant negative correlation between family support and job stress (r=-.12). The level of job stress differed according to age (p=.014), duration of career (p=.013), department area (p<.001), position (p=.005), work duty form (p<.001), family member (p=.021), burden (p=.031), marital status (p=.001) and satisfaction (p<.001). Conclusion: Family support is needed to reduce job stress. Also, job satisfaction improvement programs and effective working systems should be developed to decrease the nurse's workplace stress.

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Association of Violent Experience and Resilience with Burnout in Emergency Medical Technicians (119구급대원의 폭력경험과 탄력성이 소진에 미치는 영향)

  • Jang, Tae-Un;Lee, Myung Kyung
    • Korean Journal of Occupational Health Nursing
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    • v.26 no.4
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    • pp.227-235
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    • 2017
  • Purpose: This descriptive correlational study investigated the effects of violent experience and resilience on burnout in emergency medical technicians (EMTs). Methods: The participants were 160 EMTs working in fire stations (safety center and local center) located in U, B, and D city. The collected data were analyzed by descriptive statistics, independent t-test, ANOVA, $Scheff{\acute{e}}$ test post-hoc analysis, Pearson correlation coefficients, and multiple regression analysis using IBM SPSS Statistics 20.0. Results: The number of EMTs getting into ambulances was significantly associated with violent experience, resilience, and burnout. Position of EMTs was significantly associated with both resilience and burnout. In the multiple regression analysis, the subscales of durability and optimism in resilience were significantly associated with burnout after controlling for confounding variables. Conclusion: This study indicated that improving durability and optimism in resilience was important to cope with experience of violence and to prevent burnout in EMTs.