• 제목/요약/키워드: meta-regression

검색결과 181건 처리시간 0.029초

국내 연구의 패션상품 평가속성 효과에 대한 메타분석연구 (Meta-analysis on the Effects of Fashion Product Evaluation Attributes in Korea)

  • 이정우;김미영
    • 한국의류학회지
    • /
    • 제40권6호
    • /
    • pp.1150-1163
    • /
    • 2016
  • This study makes use of meta-analysis to statistically integrate the quantitative results of individual research on the influence of fashion product attributes on purchase; in addition, this study utilizes the effect sizes of correlation coefficients. This study was based on 24 individual studies from January 2000 to March 2015. The meta-analysis analyzed 91 effect sizes and 24 studies and calculated the correlation coefficient effect sizes. A random effect model was employed for meta-analysis because the results for the homogeneity test indicated that the effect sizes of each research were heterogeneous. The analysis results are as follows. First, when the total effect sizes of the fashion product attributes that influence clothing purchase decisions were calculated as .256; this indicated that the effect size is slightly below the mid-sized level. Second, upon examining the effect sizes of the categorized fashion product attributes, the intrinsic attributes yielded .222, extrinsic factors yielded .235, and the compiled attributes yielded .420; this demonstrated that the compiled attributes have a larger effect size than individual attributes. Third, when they were measured by the characteristics of study targets, they were larger for a mixed-gender group than women as well as for ordinary citizens than university students. When the effect sizes were measured based on the characteristics of fashion products as suggested in the study, there were significant differences with respect to sportswear, followed by SPA brand clothing, general clothing, fashion accessories, and designer clothing. The cases where the clothing were purchased in non-retail stores were found to have a slightly larger effect size than those of offline retail stores when the effect sizes were measured based on purchase routes; however, the difference was not statistically significant. Next, an investigation of the trend of effect sizes based on published year via the meta regression analysis indicated slightly larger effect sizes as shown in more recent publications, but this was not statistically significant.

국내 임상간호사의 긍정심리자본 관련 요인: 체계적 문헌고찰 및 메타분석 (Factors Related to Positive Psychological Capital among Korean Clinical Nurses: A Systematic Review and Meta-Analysis)

  • 이병엽;정향미
    • 임상간호연구
    • /
    • 제25권3호
    • /
    • pp.221-236
    • /
    • 2019
  • Purpose: The purpose of this study was to systematically review and identify factors relevant to the positive psychological capital of clinical nurses. Methods: These was no limit on year of publication. Articles related to Korean clinical nurses were retrieved from computerized database using a manual search. A systematic review was conducted based on the PRISMA flow. The total correlational effect size (ESr) for each related factor was calculated from Fisher's Zr. Funnel plots, fail-safe numbers, and Egger regression tests were used to evaluate publication bias in meta-analysis studies. The correlational effect size of 25 studies was analyzed through meta-analysis using Comprehensive Meta-Analysis software 3.0 (CMA). Results: The review included 25 studies. In the systematic review, 14 demographic factors and 46 organizational factors were found to be influential. Eleven factors (6 demographic factors and 5 organizational factors) were appropriate for meta-analysis. The overall effect size was .26. The demographic total correlation effect size of related factors was .20 and the total effect size of organization was .46. Organizational commitment (ESr=.38) and job satisfaction (ESr=.54) were statistically positively related variables. Negative variables were burnout (ESr=-.61), turnover intention (ESr=-.41) and workplace bullying (ESr=-.33). The total effect size of the organizational factors was larger than the demographic total effect size. There was no publication bias except for demographic variables. Conclusion: Organizational factors and adjustable variables have a significant impact on positive psychological capital. The results of this study support the need for development of interventions focusing on organizational factors.

The Effects of Balloon-Guide Catheters on Outcomes after Mechanical Thrombectomy in Acute Ischemic Strokes : A Meta-Analysis

  • Ahn, Jun Hyong;Cho, Steve S.;Kim, Sung-Eun;Kim, Heung Cheol;Jeon, Jin Pyeong
    • Journal of Korean Neurosurgical Society
    • /
    • 제62권4호
    • /
    • pp.389-397
    • /
    • 2019
  • Objective : Mechanical thrombectomies with balloon-guide catheters (BGC) are thought to improve successful recanalization rates and to decrease the incidence of distal emboli compared to thrombectomies without BGC. We aimed to assess the effects of BGC on the outcomes of mechanical thrombectomy in acute ischemic strokes. Methods : Studies from PubMed, EMBASE, and the Cochrane library database from January 2010 to February 2018 were reviewed. Random effect model for meta-analysis was used. Analyses such as meta-regression and the "trim-and-fill" method were additionally carried out. Results : A total of seven articles involving 2223 patients were analyzed. Mechanical thrombectomy with BGC was associated with higher rates of successful recanalization (odds ratio [OR], 1.632; 95% confidence interval [CI], 1.293-2.059). BGC did not significantly decrease distal emboli, both before (OR, 0.404; 95% CI, 0.108-1.505) and after correcting for bias (adjusted OR, 1.165; 95% CI, 0.310-4.382). Good outcomes were observed more frequently in the BGC group (OR, 1.886; 95% CI, 1.564-2.273). Symptomatic intracranial hemorrhage and mortality did not differ significantly with BGC use. Conclusion : Our meta-analysis demonstrates that BGC enhance recanalization rates. However, BGC use did not decrease distal emboli after mechanical thrombectomies. This should be interpreted with caution due to possible publication bias and heterogeneity. Additional meta-analyses based on individual patient data are needed to clarify the role of BGC in mechanical thrombectomies.

다공성 매질 모델 기반 출구유량 감소 모사 기법을 이용한 산업기계용 엔진룸 열유동해석 (Thermal Flow Analysis of an Engine Room using a Porous Media Model for Imitating Flow Rate Reduction at Outlet of Industrial Machines)

  • 최요한;유일훈;이철희
    • 드라이브 ㆍ 컨트롤
    • /
    • 제19권1호
    • /
    • pp.62-68
    • /
    • 2022
  • Considering the characteristics of industrial machines that lack vehicle-induced wind, forced convection by a cooling fan is mostly required. Therefore, numerical analysis of an engine room is usually performed to examine the cooling performance in the room. However, most engine rooms consist of a number of parts and components at specific positions, leading to high costs for numerical modeling and simulation. In this paper, a new methodology for three-dimensional computer-assisted design simplification was proposed, especially for the pile of components and parts at the engine room outlet. A porous media model and regression analysis were used to derive a meta-model for imitating the flow rate reduction at the outlet by the pile. The results showed that the fitted model was reasonable considering the coefficient of determination. The final numerical model of the engine room was then used to simulate the velocity distribution by changing the mass flow rate at the outlet. The results showed that both velocity distributions were significantly changed in each case and the meta-model was valid in imitating the flow rate reduction by some piles of components and parts.

장애노인 신체활동 프로그램 효과에 대한 메타분석 (A Meta Analysis of the Effects of Physical Activity Programs in the Elderly with Disabilities)

  • 김경진
    • 한국융합학회논문지
    • /
    • 제9권7호
    • /
    • pp.301-308
    • /
    • 2018
  • 본 연구는 장애노인 신체활동 프로그램의 구성 유형을 분석하고 효과에 대한 메타분석을 실시하였다. 검색된 전체 177편의 연구 중 본 연구를 위해 선별과정과 필수적인 요소를 갖춘 총 14편의 연구가 선정되었지만, 한 연구 안에 신체활동 효과의 범주가 중복된 경우 개별 연구로 가정하여 총 28개의 효과 크기를 계산하였다. 메타분석을 위해 선행연구들의 효과 크기와 출간오류 등을 분석하였으며, Hedges'g, funnel plot, forest plot, Egger's regression test, trim-and-fill, fail-safe N 등을 수행하였다. 그 결과 첫째, 장애노인에게 신체활동은 효과적이고 심동적, 인지적, 정의적 영역에 좋은 효과가 나타났다. 둘째, 기본운동기술, 게임 및 스포츠, 체력운동의 신체활동 프로그램은 장애노인의 심동적, 인지적, 정의적 영역에 좋은 효과가 나타났다. 셋째, 장애노인의 심동적 영역은 기본운동기술 프로그램이 가장 효과가 높았으며, 인지적 영역은 게임 및 스포츠, 정의적 영역은 체력운동 프로그램이 가장 효과가 높은 것으로 나타났다.

직사화기 무기체계의 무기효과지수 계산을 위한 메타모델 생성방법 연구 (A Study on Generating Meta-Model to Calculate Weapon Effectiveness Index for a Direct Fire Weapon System)

  • 이예림;이상진;오현식
    • 한국시뮬레이션학회논문지
    • /
    • 제30권2호
    • /
    • pp.23-31
    • /
    • 2021
  • 개체단위 M&S의 교전 결과에 대한 정확도를 높이기 위해서는 신뢰성 있는 무기효과지수를 바탕으로 피해 정도가 모의되어야 한다. 무기효과지수는 특정 교전 환경에서 무기체계와 표적에 대한 명중확률(Ph)과 살상확률(Pk)을 지수화한 값으로, 주로 JMEM 데이터나 JMEM 방법론에 따라 생산된 데이터가 활용되고 있다. 그러나 JMEM 방법론은 표적 중심부를 기준으로 원형공산오차를 통과하는 파편이나 탄의 격자 통과량으로 살상확률을 계산하기 때문에 지형, 대기, 장애물 등의 추가적인 환경 요소를 고려하기 위해서는 전문가에 의한 보정이 요구된다. 따라서 본 논문에서는 다수의 교전 및 환경요소가 반영된 무기효과지수 생산을 위해 공학급 무기체계 모델을 활용하여 몬테카를로 시뮬레이션을 수행하고, 그 결과 데이터를 바탕으로 메타모델을 생성하였다. 명중확률과 살상확률 메타모델로 로지스틱 회귀모델과 가우시안 프로세스 회귀모델이 각각 생성되었으며, 예시 시나리오에 적용하여 모델 적합도를 관찰하였다. 본 연구에서 제시한 절차를 따르면 개체단위 M&S의 입력자료를 효율적으로 생산할 수 있을 것으로 기대한다.

한국 학령기 ADHD 아동을 위한 인지행동중재의 효과 연구: 메타분석 (Effects of Cognitive Behavioral Therapy on Attention Deficit Hyperactivity Disorder among School-aged Children in Korea: A Meta-Analysis)

  • 박완주;박신정;황성동
    • 대한간호학회지
    • /
    • 제45권2호
    • /
    • pp.169-182
    • /
    • 2015
  • Purpose: This study was a meta-analysis designed to identify effects of Cognitive Behavioral Therapy (CBT) interventions in alleviating main symptoms of Attention Deficit Hyperactivity Disorder (ADHD) among school-aged children in Korea. Methods: Examination of several databases including Research Information Sharing Service, Korean Studies Information Service System, Data Base Periodical Information Academic and hand-searched article references, resulted in identification of 1,298 studies done between 2000 and 2013 of which 21 met the inclusion criteria. Comprehensive Meta-Analysis version 2.0 was used to analyze effect sizes, explore possible causes of heterogeneity, and check publication bias with a funnel plot and its trim-and-fill analysis. Results: Overall effect size of CBT intervention was large (g=1.08) along with each outcome of self-control (g=1.26), lack of attention (g=1.02), social skills (g=0.92), and hyperactivity (g=0.92). For heterogeneity, moderator analysis was performed, but no significant differences were found between the RCT (Randomized Controlled Trials) group and the NRCT (Non RCT) group. Also, meta-regression was performed using sample size, number of sessions, and length of session as predictors, but no statistically significant moderators were found. Finally, a funnel plot along with trim-and-fill analysis was produced to check for publication bias, but no significant bias was detected. Conclusion: Based on these findings, there is clear evidence that CBT intervention has significant positive effects on the main symptoms of school-aged children suffering ADHD. Further research is needed to target diverse age groups with ADHD along with more RCT studies to improve the effectiveness of the CBT intervention.

가상현실 프로그램이 뇌졸중 환자의 일상생활활동 능력에 미치는 융합적 효과 : 메타분석 (Convergence Effect of Virtual Reality Program on Activities of Daily Living Ability in Stroke Patients : Meta-Analysis)

  • 최기복;조성현
    • 한국융합학회논문지
    • /
    • 제11권8호
    • /
    • pp.63-70
    • /
    • 2020
  • 본 연구는 뇌졸중 환자를 대상으로 가상현실 프로그램에 대한 융복합적 효과를 알아보기 위해 메타분석을 실시하였다. PICOS 기준에 따라 국내 문헌을 검색하여 '뇌졸중', '가상현실 프로그램' 관련하여 최종 9편의 연구를 선정하였다. 개별 연구물의 비뚤림 평가는 각 연구의 설계에 따른 평가 도구를 이용하여 실시하였다. CMA 프로그램을 이용하여 메타분석의 효과크기를 산출하였다. 조절효과분석은 하위그룹분석과 메타회귀분석으로 실시하였다. 가상현실 프로그램의 일상생활활동 능력에 대한 전체 효과크기는 Hedges's g=0.302(95% CI: 0.064~0.540)이었다. 따라서 가상현실 프로그램은 뇌졸중 환자의 일상생활활동 능력을 증가시켜 가상현실 산업과 의료 보건 산업을 융복합한 의료산업에 긍정적인 영향을 제공할 수 있다.

Circulating folate levels and colorectal adenoma: a case-control study and a meta-analysis

  • Park, Yeong Mi;Youn, Jiyoung;Cho, Chang Ho;Kim, Sung Hi;Lee, Jung Eun
    • Nutrition Research and Practice
    • /
    • 제11권5호
    • /
    • pp.419-429
    • /
    • 2017
  • BACKGROUND/OBJECTIVES: The relationship between folate and colorectal neoplasia remains controversial. We examined the association between serum folate concentrations and colorectal adenomas in a case-control study of Korean adults and conducted a meta-analysis. SUBJECTS/METHODS: Our case-control study included 113 pairs of case and control who underwent colonoscopy and provided blood samples. We used multivariable conditional logistic regression models to obtain the odds ratios and 95% confidence interval (CIs). For meta-analysis, we identified the relevant studies by searching the PubMed database up to February 2017, included our case-control study and combined the study-specific relative risks (RRs) using a random-effects model. RESULTS: In this case-control study, we included 58 men and 55 women with colorectal adenomas and sex and fasting status matched the controls. We did not find any significant association between the serum folate levels and colorectal adenomas in either men or women. For meta-analysis, a total of eleven studies were included in our analysis and classified into two groups; polyp clearance group (PC) for the studies that included participants who underwent endoscopies and had their polyps removed at baseline; and no polyp clearance group (NPC) for the studies that included participants whose histories of endoscopies were unknown or who underwent their first endoscopies. Four PC (1,311 cases and 1,672 non-cases) and eight NPC studies (3,501 cases and 11,347 non-cases) were included. The combined RRs (95% CIs) comparing the bottom with the top categories of circulating folate levels were 1.07 (0.97-1.18) for the NPC group but 1.45 (1.16-1.74) for the PC group. CONCLUSIONS: Low circulating folate levels were associated with new adenoma formation.

간호사간 직장내 괴롭힘 발생률에 관한 체계적 문헌고찰과 메타분석 (Pooled Prevalence of Workplace Bullying in Nursing: Systematic Review and Meta-analysis)

  • 강지연;이민주
    • 중환자간호학회지
    • /
    • 제9권1호
    • /
    • pp.51-65
    • /
    • 2016
  • Purpose: This study aimed to estimate the pooled prevalence of workplace bullying among nurses and examine the effect of moderate factors. Methods: Studies that assessed nursing workplace bullying using the negative act questionnaire developed by Einarsen et al. were searched for in 8 databases. The pooled prevalence was calculated with overall event rate and meta-ANOVA was performed for subgroup analysis. A funnel plot and Egger's linear regression asymmetry test were performed to confirm the publication bias of meta-analyzed studies. Results: A total of 23 studies (N=11,748) were included in the systematic review, and 14 studies (N=4,585) that reported prevalence using operational criteria of victim were selected for meta-analysis. The pooled prevalence of workplace bullying was 22.2% (95% CI: 19.0~25.7). Domestic studies reported lower prevalence than international studies (18.6% vs. 27.0%, Q=8.75, p=.003). The prevalences were different according to publication year (30.6% in 2008~2010, 19.5% in 2011~2014, 21.8% in 2015, Q=11.89, p=.003). Studies that recruited only new nurses reported higher prevalence than others (28.4% vs. 20.6%, Q=3.92, p=.048). Publication bias was not found. Conclusions: Workplace bullying is prevalent in the nursing profession, and is more serious for new graduate nurses. Individual and organizational measures for preventing workplace bullying among nurses need to be sought.

  • PDF