scholarly journals The Effectiveness of Dynamic Geometry Software Applications in Learning Mathematics: A Meta-Analysis Study

2021 ◽  
Vol 15 (02) ◽  
pp. 18
Author(s):  
Dadang Juandi ◽  
Yaya Sukjaya Kusumah ◽  
Maximus Tamur ◽  
Krisna Satrio Perbowo ◽  
Muhammad Daut Siagian ◽  
...  
Keyword(s):  
High Schools ◽  
Effect Size ◽  
Meta Analysis ◽  
Random Effect Model ◽  
Dynamic Geometry ◽  
Dynamic Geometry Software ◽  
Analysis Study ◽  
Mathematical Abilities ◽  
Study Characteristics ◽  
The Impact

The purpose of this study was to (1) assess the impact of using Dynamic Geometry Software (DGS) on students’ mathematical abilities, (2) determine the differences in effectiveness based on study characteristics in order to help educators decide under what conditions the use of DGS would be suitable in improving students' mathematical abilities. This meta-analysis study investigates 57 effect sizes from 50 articles that have been published in journals, international and domestic proceedings from 2010 to 2020 using the Comprehensive Meta-Analysis (CMA) tool as a calculation tool. Meanwhile, the Hedges coefficient is applied to the calculation of the effect size at the 95% confidence level. Based on a random effect model with a standard error of 0.09, the analysis results have found an overall effect size of 1.07. This means that learning using DGS has a high positive effect on students' mathematical abilities. The effect size of 1.07 explains the average student who uses DGS exceeds 84% math ability of those in conventional classes that are initially equivalent. Analysis of the study characteristics found significant differences in terms of sample size, student to computer ratio, and education level. This research showed the DGS used was more effective under certain conditions. First, it is very effective in sample conditions less than or equal to 30. Second, it provides classrooms with a sufficient number of computers, allowing students to use them individually, which is required to achieve higher effectiveness levels. Third, DGS is effective in high schools and colleges than in junior high schools. These facts can help educators in deciding on the appropriate sample sizes, student to computer ratios, and future levels of education in using DGS.

scholarly journals Clinical determinants associated with quality of life for people who live with HIV/AIDS: a Meta-analysis

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Hesam Ghiasvand ◽  
Katherine M. Waye ◽  
Mehdi Noroozi ◽  
Gholamreza Ghaedamini Harouni ◽  
Bahram Armoon ◽  
...  
Keyword(s):  
Quality Of Life ◽  
Confidence Interval ◽  
Effect Size ◽  
Meta Analysis ◽  
Random Effect Model ◽  
Cd4 Count ◽  
Co Morbidity ◽  
The Impact ◽  
Hiv Aids

Abstract Background During recent years, Quality of Life (QoL) is a significant assessment factor in clinical trials and epidemiological researches due to the advent of Antiretroviral Therapy (ART), Human Immunodeficiency Virus (HIV) has become a manageable,chronic disease. With regards, more attention must be paid to the QoL of infected patients. Limited evidence exists on the impact of ART on QoL among HIV infected patients. Due to lacking of a systematic approach to summarizing the available evidence on the clinical determinants of People Who Live with HIV/AIDS (PWLHs’) QoL, this study aimed to analyze the impact of clinical determinants (ART experience, CD4 count < 200, co-morbidities, time diagnosis and accessibility to cares) on QoL among PWLHs’. Methods This study was designed in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). PubMed, Science Direct, Web of Science, and Cochrane electronic databases were searched in February 2017 to identify all past studies that discussed social and behavioral characteristics of QoL in PLWHA. To recognize effective factors on social and behavioral QoL, a meta-analysis was conducted. Polled Odds Ratios (ORs) were utilized at a 95% confidence level. Since sampling methods differed between articles in the systematic review, we evaluated pooled estimates using a random effect model. Metan, metareg, metacum, and metabias commands in STATA version 13.0 were applied to analyze the data. Results Our findings indicated that ART has a positive impact on QoL, with a pooled effect size at approximately 1.04 with a confidence interval between 0.42 to 1.66 which indicates this impact is not very considerable and may be relatively neutral. The pooled effect size for CD4 count on QoL was .29 (95%CI = .22–.35), indicating that there is a negative associate between CD4 count and QoL. The co-morbidity as a negative determinant for QoL among HIV/AIDS infected people. The pooled effect size implies on a relative neutral association, although the confidence interval is wide and ranges between 0.32 to 1.58. The pooled effect size is about 1.82 with confidence interval 1.27 to 2.37 which indicates a considerable positive association with lowest level of heterogeneity. Conclusions The results illustrated that time diagnosing and availability to hospital services had significant relationship with a higher QoL and CD4 < 200 was associated with a lower QoL. In conclusion, policy makers should set an agenda setting to provide a suitable diagnostic and therapeutic facilities to early detecting and continues monitoring the health status of People Who Live with HIV/AIDS (PWLHs’).

Association between statin use and plasma D-dimer levels

2015 ◽  
Vol 114 (09) ◽  
pp. 546-557 ◽  
Author(s):  
Dimitri Mikhailidis ◽  
Anetta Undas ◽  
Gregory Lip ◽  
Paul Muntner ◽  
Vera Bittner ◽  
...  
Keyword(s):  
Statin Therapy ◽  
Effect Size ◽  
Meta Analysis ◽  
Cochrane Library ◽  
Study Characteristics ◽  
Circulating Markers ◽  
Haemostatic Factors ◽  
Randomised Controlled ◽  
The Impact ◽  
D Dimer

SummaryD-dimers, specific breakdown fragments of cross-linked fibrin, are generally used as circulating markers of activated coagulation. Statins influence haemostatic factors, but their effect on plasma D-dimer levels is controversial. Therefore, the aim of this meta-analysis was to evaluate the association between statin therapy and plasma D-dimer levels. We searched PubMed, Web of Science, Cochrane Library, Scopus and EMBASE (up to September 25, 2014) to identify randomised controlled trials (RCTs) investigating the impact of statin therapy on plasma D-dimer levels. Two independent reviewers extracted data on study characteristics, methods and outcomes. Meta-analysis of data from nine RCTs with 1,165 participants showed a significant effect of statin therapy in reducing plasma D-dimer levels (standardised mean difference [SMD]: –0.988 µg/ml, 95 % confidence interval [CI]: –1.590 – –0.385, p=0.001). The effect size was robust in sensitivity analysis and omission of no single study significantly changed the overall estimated effect size. In the subgroup analysis, the effect of statins on plasma D-dimer levels was significant only in the subsets of studies with treatment duration ≥ 12 weeks (SMD: –0.761 µg/ml, 95 %CI: –1.163– –0.360; p< 0.001), and for lipophilic statins (atorvastatin and simvastatin) (SMD: –1.364 µg/ml, 95 % CI: –2.202– –0.526; p=0.001). Hydrophilic statins (pravastatin and rosuvastatin) did not significantly reduce plasma D-dimer levels (SMD: –0.237 µg/ml, 95 %CI: –1.140–0.665, p=0.606). This meta-analysis of RCTs suggests a decrease of plasma D-dimer levels after three months of statin therapy, and especially after treatment with lipophilic statins. Well-designed trials are required to validate these results.Note: The review process for this paper was fully handled by Christian Weber, Editor in Chief.

Evaluating the effectiveness of interventions to reducing screen time in children: meta-analysis of randomized controlled trials

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Duygu Akçay ◽  
Nuray Barış
Keyword(s):  
Effect Size ◽  
Subgroup Analysis ◽  
Screen Time ◽  
Meta Analysis ◽  
Intervention Group ◽  
Evidence Base ◽  
Control Group ◽  
Content Type ◽  
Mean Differences ◽  
The Impact

Purpose The purpose of this paper is to evaluate the impact of interventions focused on reducing screen time in children. Design/methodology/approach Studies that aim to investigate the effects of interventions aimed at reducing the time spent in front of the screen (i.e. screen time). A Random-effects model was used to calculate the pooled standard mean differences. The outcome was to evaluate the screen time in children in the 0–18 age range. A subgroup analysis was performed to reveal the extent to which the overall effect size varied by subgroups (participant age, duration of intervention and follow). Findings For the outcome, the meta-analysis included 21 studies, and the standard difference in mean change in screen time in the intervention group compared with the control group was −0.16 (95% confidence interval [CI], −0.21 to −0.12) (p < 0.001). The effect size was found to be higher in long-term (=7 months) interventions and follow-ups (p < 0.05). Originality/value Subgroup analysis showed that a significant effect of screen time reduction was observed in studies in which the duration of intervention and follow-up was =7 months. As the evidence base grows, future researchers can contribute to these findings by conducting a more comprehensive analysis of effect modifiers and optimizing interventions to reduce screen time.

scholarly journals Reliability of Computerized Neurocognitive Tests for Concussion Assessment: A Meta-Analysis

2017 ◽  
Vol 52 (9) ◽  
pp. 826-833 ◽  
Author(s):  
James L. Farnsworth ◽  
Lucas Dargo ◽  
Brian G. Ragan ◽  
Minsoo Kang
Keyword(s):  
Correlation Coefficient ◽  
Intraclass Correlation Coefficient ◽  
Effect Size ◽  
Sampling Error ◽  
Meta Analysis ◽  
Intraclass Correlation ◽  
Cognitive Testing ◽  
Test Duration ◽  
Neurocognitive Tests ◽  
The Impact

Objective:  Although widely used, computerized neurocognitive tests (CNTs) have been criticized because of low reliability and poor sensitivity. A systematic review was published summarizing the reliability of Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) scores; however, this was limited to a single CNT. Expansion of the previous review to include additional CNTs and a meta-analysis is needed. Therefore, our purpose was to analyze reliability data for CNTs using meta-analysis and examine moderating factors that may influence reliability. Data Sources:  A systematic literature search (key terms: reliability, computerized neurocognitive test, concussion) of electronic databases (MEDLINE, PubMed, Google Scholar, and SPORTDiscus) was conducted to identify relevant studies. Study Selection:  Studies were included if they met all of the following criteria: used a test-retest design, involved at least 1 CNT, provided sufficient statistical data to allow for effect-size calculation, and were published in English. Data Extraction:  Two independent reviewers investigated each article to assess inclusion criteria. Eighteen studies involving 2674 participants were retained. Intraclass correlation coefficients were extracted to calculate effect sizes and determine overall reliability. The Fisher Z transformation adjusted for sampling error associated with averaging correlations. Moderator analyses were conducted to evaluate the effects of the length of the test-retest interval, intraclass correlation coefficient model selection, participant demographics, and study design on reliability. Heterogeneity was evaluated using the Cochran Q statistic. Data Synthesis:  The proportion of acceptable outcomes was greatest for the Axon Sports CogState Test (75%) and lowest for the ImPACT (25%). Moderator analyses indicated that the type of intraclass correlation coefficient model used significantly influenced effect-size estimates, accounting for 17% of the variation in reliability. Conclusions:  The Axon Sports CogState Test, which has a higher proportion of acceptable outcomes and shorter test duration relative to other CNTs, may be a reliable option; however, future studies are needed to compare the diagnostic accuracy of these instruments.

scholarly journals Efectos de la intervención en conciencia morfológica sobre la lectura, escritura y comprensión: Meta-análisis

2015 ◽  
Vol 32 (1) ◽  
pp. 60 ◽  
Author(s):  
Mercedes I. Rueda-Sánchez ◽  
Patricia López-Bastida
Keyword(s):  
Effect Size ◽  
Selection Criteria ◽  
Meta Analysis ◽  
Reading Difficulties ◽  
Morphological Awareness ◽  
Awareness Training ◽  
Moderating Variables ◽  
Reading Vocabulary ◽  
Morphological Awareness Training ◽  
The Impact

The aim is to check, through a meta-analysis, the impact of morphological awareness training on writing, reading, comprehension and vocabulary of grade schooler. 31 studies were included in the meta-analysis; they were obtained from 19 articles that meet the selection criteria. Morphological awareness instruction has a high-medium and significant effect size in studied variables of literacy. On writing, <em>g</em>=0.491, <em>SE</em>=0.078, <em>IQ</em>=0339-0643, <em>p</em>=.000, reading, <em>g</em>=0.473, <em>SE</em>=0.096, <em>IQ</em>=0284-0662, <em>p</em>=.000, comprehension, <em>g</em>=0.468, <em>SE</em>=0.123, <em>IQ</em>=0227-0708, <em>p</em>= .000 and finally vocabulary, <em>g</em>=0.501, <em>SE</em>=0.152, <em>IQ</em>=0203-0798, <em>p</em>= .001. The test of Heterogeneity <em>Q</em> is only significant on writing so other moderating variables were explored but no differences between groups were found. It shows morphological awareness training improves reading, vocabulary and comprehension of grade schooler with and without reading difficulties. Nevertheless, the results on writing are more heterogeneous.

scholarly journals The impact of leptomeningeal collaterals in acute ischemic stroke

2020 ◽  
Author(s):  
Nida Fatima ◽  
Maher Saqqur ◽  
Ashfaq Shuaib
Keyword(s):  
Blood Flow ◽  
Ischemic Stroke ◽  
Clinical Outcome ◽  
Acute Ischemic Stroke ◽  
Meta Analysis ◽  
Random Effect ◽  
Random Effect Model ◽  
Mesh Terms ◽  
Favorable Clinical Outcome ◽  
The Impact

Abstract Objectives: Leptomeningeal collaterals provide an alternate pathway to maintain cerebral blood flow in stroke to prevent ischemia, but their role in predicting outcome is still unclear. So, our study aims at assessing the significance of collateral blood flow (CBF) in acute stroke. Methods: Electronic databases were searched under different MeSH terms from Jan 2000 to Feb 2019. Studies were included if there was available data on good and poor CBF in acute ischemic stroke (AIS). The clinical outcomes included were modified rankin scale (mRS), recanalization, mortality, and symptomatic intracranial hemorrhage (sICH) at 90 days. Data was analyzed using random-effect model.Results: A total of 47 studies with 8,194 patients were included. Pooled meta-analysis revealed that there exist 2-fold higher likelihood of favorable clinical outcome (mRS≤2) at 90 days with good CBF compared with poor CBF (RR: 2.27; 95%CI: 1.94-2.65; p<0.00001) irrespective of the thrombolytic therapy [RR with IVT: 2.90; 95%CI: 2.14-3.94; p<0.00001, and RR with IAT/EVT: 1.99; 95% CI: 1.55-2.55; p<0.00001]. Moreover, there exists 1-fold higher probability of successful recanalization with good CBF (RR: 1.31; 95% CI: 1.15-1.49; p<0.00001). However, there was 54% and 64% lower risk of sICH and mortality respectively in patients with good CBF in AIS (p<0.00001).Conclusions: The relative risk of favorable clinical outcome is more in patients with good pretreatment CBF. This could be explained due to better chances of recanalization, combined with lesser risk of intracerebral hemorrhage in good CBF status.

Association Between Prediabetes and Retinopathy: A Meta-Analysis

2021 ◽  
Vol 53 (12) ◽  
pp. 801-809
Author(s):  
Ji Jin ◽  
Peirong Lu
Keyword(s):  
Meta Analysis ◽  
Microvascular Complications ◽  
Random Effect ◽  
Random Effect Model ◽  
Community Dwelling ◽  
Current Evidence ◽  
Cross Sectional ◽  
Increased Risk ◽  
Study Heterogeneity ◽  
Study Characteristics

AbstractDiabetes confers an increased risk of microvascular complications, including retinopathy. However, whether prediabetes is also related to retinopathy has not been comprehensively examined. We performed a meta-analysis to evaluate the relationship between prediabetes and retinopathy. This meta-analysis included relevant observational studies from Medline, Embase, and Web of Science databases. A random-effect model after incorporation of the intra-study heterogeneity was selected to pool the results. Subgroup analyses were applied to evaluate the influences of study characteristics on relationship. Nine cross-sectional studies including 14 751 community dwelling adult participants were included; 3847 (26.1%) of them were prediabetic. Results showed that prediabetes was associated with a higher prevalence of retinopathy compared to normoglycemia [odds ratio (OR): 1.55, 95% confidence interval (CI): 1.10–2.20, p=0.01, I2=34%]. Sensitivity analysis by excluding one study at a time showed consistent result (OR: 1.35 to 1.73, p all<0.05). Subgroup analysis showed study characteristics such as definition of prediabetes, country of study, sample size, mean age of participants, or univariate or multivariate analyses may not significantly affect the association (p for subgroup difference all>0.05). Current evidence suggests that patients with prediabetes may be associated with higher prevalence of retinopathy as compared to those with normoglycemia. Although prospective cohort studies are needed to validate these findings, results of our meta-analysis highlighted the importance of early prevention of retinopathy in patients with prediabetes.

Abstract WMP37: Methodological Quality and Meta-Analysis of Animal Studies of Mesenchymal Stromal Cells for Ischemic Stroke

Stroke ◽  
2013 ◽  
Vol 44 (suppl_1) ◽  
Author(s):  
Kate Xie* ◽  
Quynh Vu* ◽  
Mark Eckert ◽  
Weian Zhao ◽  
Steven C Cramer
Keyword(s):  
Mesenchymal Stromal Cells ◽  
Effect Size ◽  
Stromal Cells ◽  
Methodological Quality ◽  
Meta Analysis ◽  
Quality Score ◽  
Behavioral Effects ◽  
Behavioral Measure ◽  
Routes Of Administration ◽  
The Impact

INTRODUCTION: Mesenchymal stromal cells (MSC) are multipotent cells that support numerous restorative processes after stroke. The ease of isolation and immunoprivileged status of MSC have stimulated numerous preclinical stroke studies. We performed a meta-analysis to estimate study quality, size of behavioral effects, and the impact of variables such as timing of MSC administration in relation to stroke onset. METHODS: Studies of MSC and stroke were identified through PubMed and Web of Science. Studies of hemorrhage, not in English, or using modified MSC were excluded. A Quality Score was determined for each study, estimating methodological quality using 10 criteria derived from STAIR guidelines, with higher Quality Scores reflecting greater compliance with issues such as randomization and outcome blinding. Outcome data extracted for MSC and control arms were used to derive estimates of effect size using Cohen’s d. RESULTS: A total of 46 studies met criteria, with 39 studying rats, 6 mice, and 1 primates. There were 61 treatment groups, as some studies had >1 independent MSC treatment arms; MSC were introduced intravenously in 41, intracerebrally in 15, and intraarterially in 6. MSC source was rat in 24, human in 16, and mouse in 6. Time of MSC administration ranged from 5 weeks pre- to 1 month post-stroke. MSC dose ranged from 1x10^4 to 3.25x10^7. The median Quality Score was 6 (IQR 5-7). Quality Score was not related to time of MSC administration relative to stroke or to behavioral effect size. Median effect size was 2.05 for the Modified Neurological Severity Scale (n=23), 1.88 for Adhesive Removal Test (n=19), and 2.70 for the Rotarod Test (n=14). Effect sizes were substantial across all routes of administration and differed only for the mNSS (p<0.04), favoring the IC route. Effect size did not vary with time of MSC administration relative to stroke for any behavioral measure. CONCLUSIONS: The quality of preclinical MSC stroke studies has generally been good. MSC consistently provide very large behavioral benefits, across scales and routes of administration. The magnitude of behavioral effects was not related to the Quality Score or to the time of MSC administration relative to stroke. These findings support translation of MSC to human trials.

Sign in / Sign up

Export Citation Format

Share Document