• Title/Summary/Keyword: Meta-data

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A Meta-Analysis of Influencing Factors on Purchase Intention in Social Network Service Environment Utilized Big Data Analysis (빅 데이터 분석을 활용한 소셜 네트워크 서비스 환경에서 구매의도에 관한 메타분석)

  • Nam, Soo-tai;Jin, Chan-yong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.2
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    • pp.408-414
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    • 2016
  • This study will find meaningful independent variables for criterion variables that affect influencing on purchase intention in social network service, on the basis of the results of a meta-analysis. We reviewed a total of 29 studies related purchase intention in social network service published in Korea journals between 2005 and 2015, where a cause and effect relationship is established between variables that are specified in the conceptual model of this study. The result of the meta-analysis might be summarized that the highest effect size (r = .455) is the path from the satisfaction to the purchase intention. The second biggest effect size (r = .398) was found in the path between the word of mouth to the purchase intention. Next, the effect size (r = .386) in the path from the trust to the purchase intention showed very lower. Finally, the result of the meta analysis can be concluded that lower effect size (r = .342) Further, the predictive variables of this study have power of explanation about 22%-12% or more. Based on these findings, several theoretical and practical implications were suggested and discussed.

Acupuncture for glaucoma: A systematic review and meta-analysis of randomized controlled trials (녹내장의 침치료 효과에 대한 체계적 문헌고찰 및 메타분석)

  • Yi, Gil-Hee;Jung, Chan-Yung;Chang, Seok-Joo;Hong, Seung-Ug
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.33 no.3
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    • pp.45-68
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    • 2020
  • Objectives : This study aims to evaluate the effectiveness and safety of manual and electroacupuncture on glaucoma. Method : We searched 11 electronic databases using index words to identify randomized clinical trials. Meta-analysis of weighted mean difference (WMD) or standardized mean difference (SMD) were used to evaluate the outcomes. Cochrane bias risk assessment tool was used to assess the risk of bias in each clinical study. The collected data was analyzed using RevMan software (ver. 5.3). Results : At the initial stage of data retrieval, 549 papers were searched. After reviewing 37 full texts, a total of 10 RCT studies (426patients, 715 eyes) were selected and 8 RCT studies (357 people, 617 eyes) were involved in meta-analysis. Meta-analysis of 8 RCTs showed that acupuncture alone was more effective in reducing intraocular pressure(IOP) than conventional treatment (WMD = -5.73, 95% CI: [-12.30, 0.83], P = 0.09, I2 = 97%) The combination of acupuncture or electroacupuncture with conventional treatment was also effective in lowering IOP (WMD = -1.84, 95% CI: [-2.31, -1.37], P <0.00001, I2 = 45%). It was estimated that the combination of acupuncture with conventional treatment was also effective for improving visual field (VF) (WMD = -2.17, 95% CI: [-4.32, -0.02], P = 0.05, I2 = 89%) but improvement in visual acuity (VA) was not significant (MD = 0.06, 95% CI: [-0.03, 0.15], P = 0.23, I2 = 0%). Subgroup analyzes were performed only for the studies that used open glaucoma as the study's disease and combination of acupuncture or electroacupuncture with conventional therapy would have an effect on lowering intraocular pressure (WMD = -1.68)., 95% CI: [-2.46, -0.90], P <0.0001, I2 = 29%). Conclusion : This study suggests that acupuncture treatment for glaucoma may be effective in reducing intraocular pressure and helpful in improving visual field defects. However, due to the small sample size, high risk of bias and high heterogeneity in the methodology, it is expected that further studies will be needed to verify the results. Further studies in large-scale samples based on a minimized biased methodology would be necessary.

A Meta-analysis of Influencing Mediator Athletics on the Metabolic Syndrome Risk Factors Utilized Big Data Analysis (빅 데이터 분석을 활용한 대사증후군 위험요인에 관한 메타분석)

  • Yu, Ok-kyeong;Cha, Youn-soo;Jin, Chan-yong;Kim, Do-goan;Nam, Soo-tai
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.11
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    • pp.2590-2596
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    • 2015
  • A meta-analysis is a statistical integration method that delivers an opportunity to overview the entire result of integrating and analyzing many quantitative research results. This study will find meaningful mediator variables for criterion variables that affects between pre and post in the metabolic syndrome studies, on the basis of the results of a meta analysis. We reviewed a total of 36 studies related the metabolic syndrome published in Korean journals between 2000 and 2015, where a cause and effect relationship is established between variables that are specified in the conceptual model of this study. In this meta-analysis, the path between pre and post in the waist circumference showed the biggest effect size (r = .420). The second biggest effect size (r = -.402) was found the path between pre and post in the high density lipoprotein cholesterol. By the way, one the smallest effect size (r = .234) was obtained the path between pre and post in the diastolic blood pressure. Thus, we present the theoretical and practical implications of these results.

Meta-Analysis Study on the Correlation Between School and Domestic Violence (가정폭력과 학교폭력 피해와의 상관관계 메타분석 연구)

  • Go, Eun Joo;Zang, Young Suk;Kim, Ko Eun
    • Korean Journal of Child Education & Care
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    • v.19 no.3
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    • pp.1-12
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    • 2019
  • Objective: This study aims to thoroughly analyze the correlation effect size between domestic violence and school violence by meta-analyzing previous studies on the correlation between school and domestic violence. Methods: For this purpose, meta-analysis was performed on the selected research material, which consists of national research data collected from various databases from 2001 to April, 2019. 16 thesis and 9 papers on the correlation between school and domestic violence were selected. A random effect model analysis based on the homogeneity examination results was performed on the selected data. Results: The results showed, just as Cohen (1977) proposed, that the correlation effect size between domestic and school violence was 0.25, which is moderate. This is a somewhat lower number than the previous studies on the same subject presented. Of the sub-categories of domestic violence, physical violence and psychological violence appeared to have a correlation effect size of 0.34 and 0.28, respectively, with physical violence showing the highest correlation effect size. Of the types of domestic violence, witnessing spouse violence and experiencing neglect appeared to have a moderate correlation size effect of 0.24. All of these results were statistically significant. Conclusion/Implications: This study utilized meta-analysis as a comprehensive and systematic method to analyze the correlation effect between domestic and school violence. The results presented may lead to discussions on the subject's social implications, limits, and propositions for future studies.

Meta-analysis of the effects of Lavender Aromatherapy on pain (라벤더향기요법이 통증에 미치는 효과에 대한 메타분석)

  • Park, Yang-Sook;Lee, Mi-Kyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.300-310
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    • 2019
  • This study is a systematic review of randomized experimental and non-randomized studies on the effects of lavender scent therapy on pain and a meta-analysis to provide evidence-based data. The data included in the meta-analysis are 18 studies published from 2000 to 2018, with interventional subjects being surgical, maternal, arthritis and dialysis patients, and the types of interventions were massage, application, hot-pack, and taking medication. RESULTS: The effect size (Hedges' g) for pain was -0.16 [95% CI:-1.40: -0.72], which was statistically significant. The effect size according to intervention type was -1.36 [95% CI: -1.96, -0.77], local application -1.11 [95% CI:-1.57-0.66], inhalation -1.05 [95% CI:-1.54, -0.56 ], and massage -0.92 [95% CI:-1.62, -0.23], all of which were statistically significant. To explore the possible causes of heterogeneity ($I^2=88%$), meta-ANOVA was conducted with covariates of intervention type or study design, and the results revealed it was statistically insignificant (intervention type Q=0.25, df=3, p=.968, study design Q=0.22, df=1, p=.642).

Herbal Medicine for Premenstrual Syndrome: A Systematic Review and Meta-analysis (월경전증후군에 대한 한약 치료의 효과 : 체계적 문헌 고찰과 메타 분석)

  • Ji-In Seo;Yun-Jae Lee;Seo-Lim Ko;Nu-Ree Kim;Jeong-Hun Kim;Mi-Ju Son;Young-Eun Kim;An-Na Kim;Eun-Hee Lee
    • The Journal of Korean Obstetrics and Gynecology
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    • v.36 no.4
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    • pp.96-120
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    • 2023
  • Objectives: This study reports the findings that support the efficacy of herbal medicine (HM) for premenstrual syndrome (PMS). Methods: We conducted meta-analysis of findings from randomized controlled trials (RCTs) for PMS treated with HM. The articles were published before July 2022, located using 9 databases (Pubmed, EMBASE, Cochrane Library, CINAHL, CNKI, CiNii, SCIENCE ON, KoreaMed, OASIS). Results: We observed 2,034 studies, of which 23 RCTs met our inclusion criteria. The risk of bias in the included studies was relatively unclear or high. Meta-analysis of 3 RCTs showed that HM group had a significantly higher total effective rate than the western medicine group (RR 1.20 [95% CI 1.06, 1.36, p=0.004]). Meta-analysis of 1 RCT showed that HM group had a significantly lower symptom score (MD -3.04 [95% CI -5.36, -0.72, p=0.01]), while there was no significant difference in daily record of severity of problems scale (MD -20.52 [95% CI -49.33, 8.29, p=0.16]). Conclusions: HM significantly improved PMS symptoms than general treatment and no serious adverse events were reported. However, the evidence on the effectiveness and safety of HM for PMS was not enough to provide reliable results due to the small number and low quality of included studies. We believe that rigorous RCTs will lead to more reliable evidence of the intervention.

Implementing A Data Warehouse Metadata: A Case (데이터 웨어하우스 메타데이터 구축사례)

  • 조남철;손명호;김태훈;이희석
    • Proceedings of the Korea Database Society Conference
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    • 1999.06a
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    • pp.383-392
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    • 1999
  • 오늘날의 의사결정을 지원하는 시스탬에 있어서 데이터 웨어하우스가 널리 활용되고 있다. 이러한 데이터웨어 하우스를 개발하는데 있어서 메타 데이터가 필수적인 요소로 활용되고 있다. 한편. 메타 데이터 연합 (Meta Data Coalition)에서 제정한 Metadata Interchange Specification (MDIS)는 이러한 메타 데이터의 표준으로 널리 활용되고 있다. 본 연구는 이러한 표준을 기반으로 한 메타 데이터 스키마를 제시하고 있다. 실제적인 개발에서 이러한 표준은 핵심웨어하우스 계층, 적용 계층, 사용자 탐험 계층 및 비즈니스 계층으로 구성되어 있다. 이러한 메타 데이터 스키마를 적용한 실제 시스템의 프로토타입을 본 연구에서 구현해 보았다.

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Relationship Between GSTT1 Gene Polymorphism and Hepatocellular Carcinoma in Patients from China

  • Chen, Jie;Ma, Liang;Peng, Ning-Fu;Wang, Shi-Jun;Li, Le-Qun
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.9
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    • pp.4417-4421
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    • 2012
  • Objective: The results from studies on associations of the glutathione S-transferase T1 (GSTT1) gene polymorphism and hepatocellular carcinoma (HCC) risk in Chinese populations are still conflicting. This meta-analysis was performed to evaluate the relationship in detail. Methods: Eligible reports were recruited into this meta-analysis from the databases of PubMed, Embase, Cochrane Library and CBM-disc (China Biological Medicine Database). Results were expressed with odds ratios (OR) for dichotomous data, and 95% confidence intervals (CI) were also calculated. Results: Eighteen investigations were identified for the analysis of association between polymorphic deletion of GSTT1 and HCC, consisting of 2,693 patients with HCC and 4,696 controls. Null genotype of GSTT1 was associated with HCC susceptibility in Chinese (OR=1.53, 95%CI: 1.28-1.82; P<0.00001). Conclusion: The GSTT1 null genotype is associated with HCC susceptibility in Chinese.

Prognostic Value of Caveolin-1 Expression in Gastric Cancer: a Meta-analysis

  • Ye, Yang;Miao, Shu-Han;Lu, Rong-Zhu;Zhou, Jian-Wei
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.19
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    • pp.8367-8370
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    • 2014
  • The relationship between caveolin-1 (Cav-1) and clinicopathological characteristics of gastric cancer is controversial, although Cav-1 plays an important role in tumor metastasis. To evaluate the clinicopathological and prognostic value of expression in patients with gastric cancer, a meta-analysis was performed to investigate the impact on clinicopathological parameters and prognosis in gastric cancer cases. Studies assessing these parameters for Cav-1 in gastric cancer were identified up to June 2014. Finally, a total of six studies met the inclusion criteria. Our combined results showed that Cav-1 expression was significantly associated with the Lauren classification (pooled OR=0.603, 95% CI: 0.381-0.953, P=0.030). Furthermore, we found that Cav-1 expression predicted a better overall survival in gastric cancer patients (pooled OR=0.590, 95% CI: 0.360-0.970, P=0.038, fixed-effect). In conclusion, the overall data of the present meta analysis showed that Cav-1 expression was not correlated with clinicopathological features except for the Lauren classification. Simultaneously, Cav-1 overexpression predicted a better overall survival in gastric cancer. Cav-1 expression in tumors is a candidate positive prognostic biomarker for gastric cancer patients.

Education On Demand System Based on e-Learning Standards (e-Learning 표준에 기반한 주문형 교육 시스템)

  • Hong, Gun Ho;Song, Ha Yoon
    • The Journal of Korean Association of Computer Education
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    • v.6 no.3
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    • pp.99-108
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    • 2003
  • This paper indicates limitations of the existing VOD(Video on Demand)-based on-line education systems and presents the design and implementation of Education on Demand (EOD) system as an alternative. EOD system is based on meta information expressed in XML and component technology. Overall system consists of authoring tool. contents server, learning policy system and contents viewer. which are utilized throughout the learning contents life-cycle. EOD system enables automated contents management using meta information exchange methodology that is conformant to the SCORM meta data presentation scheme. In addition, integrated management of interaction and feedback information along with the learning policy system provides customized learning guide for each individual learner. With the development of EOD system, this paper discusses about advanced on-line education system which surpasses existing content-providing-only systems.

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