• 제목/요약/키워드: meta-regression analysis

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Lactobacillus를 주성분으로 하는 생균제의 급여가 육계의 성장성적, 혈액성분 및 장내 유산균에 미치는 효과: 메타분석 (Effect of Lactobacillus Base Probiotics Feeding on the Growth Performance, Blood Parameters and Cecal Lactic Acid Bacteria of Broiler Chicken: Meta-analysis)

  • 최낙진;황인호;박철;김대철;백승우;문상호;조원모;홍성구
    • 한국유기농업학회지
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    • 제19권4호
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    • pp.565-575
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    • 2011
  • Recently, the use of antibiotics to improve animal productivity in livestock industry was strictly restricted. For these reason, probiotics have been regarded as one of promising materials for an antibiotic alternative. In this study, we investigated how the probiotics influences on the performance of broiler chicken via meta-analysis. Eighteen researches from 1997 to 2010 were used for meta-analysis. The standard summary effects were calculated via fixed effect model and random effect model (Borenstein et al., 2009). Heterogeneity was calculated by using the Cochran's Q statistics (Kook et al., 2009) and publication bias was calculated via Egger's regression (Lee et al., 2011). In fixed model average daily gain, body weight serum protein content and cecal LAB showed positive effect significantly. Feed intake, feed/gain and serum cholesterol showed significant negative effect. In serum triglyceride, negative effect was found but significance was not shown. In random model, average daily gain body weight and cecal LAB showed positive effects with significance and feed/gain and serum cholesterol represented significant negative effects. Publication bias was found only in feed/gain.

Meta-Analysis of the Correlation Effects between Empowerment and Related Factors among Nurses

  • Myoung, Sungmin
    • 한국컴퓨터정보학회논문지
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    • 제23권10호
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    • pp.157-164
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    • 2018
  • The purpose of this study was to investigate the effect of empowerment in nurses through a systematic literature review and meta-analysis. 23 studies were collected through a systematic process of using several databases such as NDSL, DBPIA, and KISS. Keywords included 'nurse', 'empowerment', and 'correlation' and the reviewed articles were published from 2002 to 2017. In order to estimate the effect size of correlation between empowerment, 3 variables (job satisfaction, organizational commitment, and nursing performance) were considered. Using the R program, meta-analysis was calculated by using random effects model, and effect sizes on three types were estimated. As the result, it was found, first, the effect size of correlation between job satisfaction and empowerment is .50. Second, the effect size of correlation between organizational commitment and empowerment is .45. Third, for the nursing performance and empowerment relationship, the effect of correlation is 0.50. Also, Egger's regression test, fail-safe N, trim-and-fill test, and funnel plot were showed to evaluate the results. These results highlights the need for appropriate policies of the relationship between empowerment and job satisfaction, organizational commitment and nursing performance in nurses.

Prevalence of methicillin-resistant Staphylococcus aureus in Iranian children: a systematic review and meta-analysis

  • Sarrafzadeh, Farhad;Sohrevardi, Seyed Mojtaba;Abousaidi, Hamid;Mirzaei, Hossein
    • Clinical and Experimental Pediatrics
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    • 제64권8호
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    • pp.415-421
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    • 2021
  • Background: Antibiotic resistance is associated with longer hospitalizations, higher treatment costs, and increased morbidity and mortality rates. Purpose: This study aimed to determine the prevalence of methicillin-resistant Staphylococcus aureus (MRSA) in Iranian children. Methods: International databases, including Web of Science, PubMed, Embase, and Scopus, and Iranian databases, including Scientific Information Database (www.sid.ir), Magiran, and Iranian Database for Medical Literature (idml.research.ac.ir), were systematically searched for articles published between January 2000 and August 2019. Sources of heterogeneity were determined using subgroup analysis and meta-regression. Results: Overall, 343 studies were identified; of them, 20 were included in the meta-analysis to estimate the pooled prevalence. The pooled prevalence of MRSA was 42% (95% confidence interval [CI], 29-55) among culture-positive cases of S. aureus, 51% (95% CI, 39-62) in hospitalized children, and 14% (95% CI, 0.05-27) in healthy children. Conclusion: The overall pooled prevalence of MRSA in children was 42%. Appropriate infection control measures and effective antibiotic therapy are needed.

부모요인이 학령기 아동의 심리·사회적 부적응에 미치는 영향에 대한 메타분석 (A meta-analysis of parental factors on psychological & social maladjustment of school-aged children)

  • 김대광;김영희
    • 한국가족관계학회지
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    • 제22권1호
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    • pp.63-85
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    • 2017
  • Objectives: The purpose of this study was to conduct a meta analysis of the previous studies on parental factors related to psychological and social maladjustment of school children and to examine the moderate effects of publication year using the meta-regression analysis. Method: Subjects of studies was academic journals and thesis published on 1996-Feb. 2016. Final result of selection was 353(122 journal articles, 231 master's thesis & dissertations) and total number of sampling was 126,776 school children. Results: Parental factors had medium effect sizes on psychological and social maladjustment of school children. Parental risk factors had bigger effect size than protective factors on children's maladjustment. There were a tendency that effect size of some parental factors were increased as publish year went by. Conclusions: Attachment, positive communication, and positive marital relationship were major protective factors which had reduced maladjustment of children. Psychological control and negative marital relationship were the strongest risk factors. The impact on parental factors on maladjustment of children were getting stronger recently.

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
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    • 제25권3호
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    • pp.221-236
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    • 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.

도서관의 경제적 가치측정 연구의 탐색적 메타분석 (An Exploratory Meta Analysis of Library Economic Valuation Studies)

  • 정혜경;고영만;심원식;표순희
    • 한국문헌정보학회지
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    • 제43권4호
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    • pp.117-137
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    • 2009
  • 본 연구는 도서관의 경제적 가치를 실증적으로 측정한 국내 외 42개의 선행연구들을 수집 정리하고, 상이하게 나타난 투자수익률이나 비용편익비율을 어떻게 해석해야 하는지를 메타분석을 통해서 통계적인 방법으로 파악하고자 한다. 메타분석법은 도서관의 경제적 가치측정 연구들이 제시한 수치를 통계적인 방법으로 분석하여 그 결과를 객관적으로 종합하기 위하여 적용되었다. 선행연구를 토대로 6개의 변인(조사시점, 도서관 유형, 연구방법, 혜택범위, 서비스범위, 1인당 GDP)을 도출하였고, 이들을 대상으로 6개의 가설을 설정하였다. 메타 회귀분석 결과, 혜택의 범위(직접효과, 간접효과) 및 국민 1인당 GDP의 수준에 따라 투자수익률의 일관성 있는 예측이 가능하다는 결과가 나타났다. 본 연구는 도서관의 경제적 가치 분야에서 수행된 국내 최초의 메타분석으로서, 이 분야의 연구에서 도출된 결과를 정책결정에 적용하는 데 도움이 될 것으로 기대된다.

Meta Frontier를 이용한 국내 IT서비스기업의 효율성 분석 및 Tobit 모형을 이용한 효율성 결정요인 분석에 대한 연구 (A Study on the Efficiency Analysis of IT Service Companies Using Meta Frontier and the Determinants of Efficiency Using Tobit Model)

  • 신민수;박지용
    • 한국IT서비스학회지
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    • 제16권4호
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    • pp.15-31
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    • 2017
  • This study analyzes 45 Korea IT service companies from 2012 to 2016 using DEA analysis. Large enterprises, medium enterprises and small and medium enterprises (SMEs). CCR model and BCC model were used for efficiency analysis. Among the various analytical objects, the decision objects which yield the maximum output with minimum input are compared with other analysis objects. The relative inefficiency was measured through this, and Technical Efficiency (TE), Pure Technology Efficiency (PTE), Scale Efficiency (SE), scale profit, reference frequency were analyzed. Also, we analyzed the Technology Gap Ratio (TGR), which is the distance between production function and Meta-Frontier for each firm, using Meta-Frontier analysis. Finally, the Tobit model is used to analyze the sources of efficiency and inefficiency. The inputs are assets, capital, and employees, and the output factor is sales. The analysis shows that large firms are achieving technological achievements more efficiently than small and medium enterprises. As a result, medium-sized enterprises and SMEs can improve efficiency overall through efficient operation of workforce and appropriate combination of inputs such as assets and capital. Also, as a result of the influence factor analysis, it was found that the ratio of the managed asset ratio and the management cost ratio were significant factors influencing the efficiency of the IT service companies. This study suggests the efficiency analysis using DEA for many Korea IT service companies. Inefficient parts of each company are classified according to size and technology. Also, we identify the most efficient companies and analyze the causes of those companies whose profits are lower than their size.

숲 체험 활동이 유아의 사회성 발달의 효과에 관한 메타분석 (A Meta-Analysis on Effects of Infant's Sociality Development in Forest Experience Activities)

  • 김찬우;박덕병
    • 농촌지도와개발
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    • 제29권4호
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    • pp.225-250
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    • 2022
  • This study aims to examine the effects of infant's social development forest experience activities through meta-analysis. The final nine studies(total of 165 in the experimental group and 159 in the control group) were selected as a method of systematic review. Meta-analysis on overall effect size estimation, chi-square test, significance analysis, publication bias analysis, and subgroup analysis was performed using the R program. The overall effect size of 9 studies was 1.59, indicating a large effect size. As a result of subgroup analysis of the sub-factors of sociality, autonomy showed the largest effect size at 1.47, the adjusted effect size of cooperation was 1.34, the effect size adjusted for peer interaction was 1.29, and the adjusted effect size for perspective-taking ability was 0.97. All were found to have a statistically significant effect. To analyze the moderating effect, a meta-regression analysis was conducted on the participation period(4, 5~6, 7~8weeks), the number of sessions(6~10, 11~15, 16~20), the frequency per week(1, 2, 5), and the participation time(40, 60, 90, 120, 150min), but there was no statistical difference. Although not statistically significant, the effect size was larger when the participation period was 4 weeks, the number of sessions was 16 to 20, the frequency was 2 times per week, and the participation time was 40 minutes. This results can be usefully utilized by policy makers and forest commentators related to the vitalization of forest education through forest experience activities.

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
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    • 제62권4호
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    • pp.389-397
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    • 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.

산전우울 임부를 위한 인지행동치료 프로그램의 효과: 체계적 문헌고찰 및 메타분석 (Effect of Cognitive Behavioral Therapy (CBT) for Perinatal Depression: A Systematic Review and Meta-Analysis)

  • 신현희;신영희;김가은
    • 한국산학기술학회논문지
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    • 제17권11호
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    • pp.271-284
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    • 2016
  • 본 연구는 임부의 산전우울에 대한 인지행동치료 중재의 효과를 검증하기 위해 수행된 체계적 문헌고찰 및 메타분석 연구이다. 데이터베이스는 CINAHL, PubMed, EMBASE 및 Koreamed, 국회도서관, 한국학술정보(Korean studies Information Service System, KISS), 한국의학논문데이터베이스 등 국내외 domain을 활용하였다. 검색은 ((Perinatal OR Antenatal OR Antepartum OR Pregnant) AND Depression) AND Women AND (CBT OR (Cognitive behavioral AND (Therapy OR Treatment)))와 '산전우울', '임부', '인지행동치료' 등의 검색어로 2016년 5월까지 출판된 문헌을 검토하였다. 분석은 R을 이용한 임의효과모형을 적용하여 산전우울과 불안의 효과크기를 각각 산출하였으며, 효과크기의 이질성을 검증하기위해 메타 ANOVA를 활용하여 조절효과분석을 실시하였다. 그리고 funnel plot, Egger's regression test, fail-safe N, trim-and-fill 분석을 활용한 출간오류분석과 민감성 분석을 실시하여 전체 연구 결과의 타당성을 검증하였다. 연구결과 총 180편의 문헌이 검색되었으며, 선택배제기준에 따라 최종적으로는 clinical trials 16편을 분석하였다. 분석에 포함된 개별문헌은 Scottish Intercollegiate Guideline Network (SIGN)의 checklist를 통해 비뚤림 위험을 평가하였으며, 대체로 비뚤림 위험은 낮았다. 연구결과 본 연구에서 중재의 산전우울에 대한 효과크기는 Hedges' g=-0.55(95% CI: -0.76~-0.33)로 통계적으로 유의하게 낮았으며, 불안에 대한 효과크기는 Hedges' g=-0.20(95% CI: -0.48~-0.08)이었으나, 통계적으로 유의한 차이는 없었다. 문헌의 이질성, 출판오류의 위험성 등은 낮았다. 본 메타분석결과에 의하면 인지행동치료는 임신부의 산전우울 증세 완화에 보통 정도의 효과가 있음이 밝혀졌다.