random effect model
Recently Published Documents


TOTAL DOCUMENTS

1273
(FIVE YEARS 948)

H-INDEX

24
(FIVE YEARS 8)

2022 ◽  
Vol 15 (1) ◽  
pp. 141-149
Author(s):  
Yi-Fan Du ◽  
◽  
Yue Zhang ◽  
Wei-Ling Bai ◽  
Ru-Yue Li ◽  
...  

AIM: To summarize the data of epidemiological studies on cataract prevalence over 50 years old in urban and rural areas of China from 2000 to 2020, and to analyze the prevalence of cataract and operation rate in China. METHODS: By searching PubMed, EMBASE, Web of Science, Wanfang Data and CNKI, Chinese and English literatures on the prevalence of cataract in China were retrieved, and the relevant characteristic data were extracted. Then, Stata v15SE software was used for Meta-analysis and heterogeneity test. According to the results of heterogeneity, the corresponding effect models were selected to combine the extracted data. RESULTS: A total of 20 studies were included in this study, with a total of 111 434 cases. Meta-analysis showed heterogeneity. According to the random effect model, the overall prevalence of cataract in Chinese people over 50 years old was 27.45%, that in rural was 28.79%, and that in urban was 26.66%. The overall coverage rate of cataract surgery was 9.19%. CONCLUSION: The prevalence of cataract is high in China, and there is still room for improvement in surgical coverage, so it is very important to promote cataract screening and prevention.


Medicina ◽  
2022 ◽  
Vol 58 (1) ◽  
pp. 130
Author(s):  
Galvin Sim Siang Lin ◽  
Sze Hui Koh ◽  
Karyn Zuhuan Ter ◽  
Chia Wei Lim ◽  
Sharmin Sultana ◽  
...  

Background and Objectives: This systemic review aims to appraise and analyse the awareness, knowledge, attitude, and practice of teledentistry among dental practitioners during COVID-19. Materials and Methods: This review was registered in the PROSPERO database (CRD42021283404). Cross-sectional articles on dental practitioners’ perceptions towards teledentistry published between March 2020 and September 2021 were searched in ten online databases (PubMed, Google Scholar, Web of Science, ScienceDirect, Cochrane, EMBASE, SIGLE, EBSCO, LILACS, and Open Grey). The Joanna Briggs Institute critical appraisal tool was employed to analyse the risk of bias (RoB) of each article, whereas the Oxford Centre for Evidence-Based Medicine recommendation tool was used to evaluate the level of evidence. Data were analysed using the DerSimonian–Laird random effect model based on a single-arm approach. Results: Six studies were included and demonstrated Level 3 evidence. A single-arm meta-analysis revealed that dental practitioners had a high level of awareness (70.4%) and attitude (72.5%) towards teledentistry during the COVID-19 pandemic, but their knowledge level (57.9%) was moderate with a poor practice level (35.8%). A substantial heterogeneity was observed with the overall I2 ranging from 90.78% to 98.21%. Furthermore, meta-regression indicated that the sample size of each study had a significant (p < 0.05) impact on the degree of data heterogeneity. Conclusions: Despite their high degree of awareness and attitude, dental practitioners demonstrated moderate knowledge and relatively poor practice of teledentistry during the COVID-19 pandemic. More well-designed studies are warranted to investigate the alternatives for enhancing dental practitioners’ knowledge and practice of teledentistry interventions.


2022 ◽  
pp. 097321792110688
Author(s):  
Getahun Tiruye ◽  
Kasiye Shiferaw ◽  
Addisu Shunu ◽  
Yitagesu Sintayeu ◽  
Abdulbasit Musa Seid

Background Sub-Saharan African countries, especially the Eastern region, present the dismal picture of neonatal mortality (NM) in the globe. The majority of these deaths could be avoided if effective health measures are provided throughout pregnancy and childbirth. Although antenatal care (ANC) is assumed as one of the viable interventions that contribute to neonatal survival, the effect of ANC on NM was not systematically analyzed in Eastern Africa. Thus, the study aimed to determine the pooled effect of ANC on NM in Eastern Africa. Methods PubMed, EMBASE, CINAHL, and HINARI databases were searched using appropriate keywords from January 1, 1990 to February 12, 2021. Independent authors selected eligible articles and extracted data. The risk of a bias assessment tool for nonrandomized studies was used to assess the quality of the study. Comprehensive meta-analysis version 2 was used for meta-analysis. The random-effect model was employed, and the outcome is expressed as a risk ratio with 95% confidence interval (CI). Results In total, 1149 studies were identified through database search, and only 27 studies were included in the meta-analysis. Having at least 1 ANC visit during pregnancy reduced the risk of neonatal death by 42% compared to their counterparts (RR = 0.58, 95% CI [0.47, 0.71]). The pooled prevalence of NM was 8.5% (95% CI [7.3, 9.6]), with NM rate of 46.3/1000 live births. Conclusion The study indicated that NM might be decreased even with a single ANC visit when compared to no visits. Scaling up ANC services through ANC promotion and tackling service-related barriers could potentially reduce NM in Eastern Africa.


2022 ◽  
Vol 12 (1) ◽  
Author(s):  
Sandi Knez ◽  
Goran Šimić ◽  
Anica Milovanović ◽  
Sofia Starikova ◽  
Franc Željko Županič

Abstract Background The prices of energy resources are important determinants of sustainable energy development, yet associated with significant unknowns. The estimates of the impact of prices of energy products in the domestic market (for domestic consumers) are rare—hence the importance and novelty of this research. Therefore, the main goal of the paper is to assess the impact of domestic prices of gasoline, gas, coal, and solar energy on sustainable and secure energy future. Methods The research includes 14 countries (of which 7 are developed and 7 are developing countries) and a period of 5 years (2014–2018). The model also includes discrete variables: level of development (developing or developed), and the fact as to whether the country is an energy exporter or not. For the purposes of analysis, the following elements were used: Panel Data Analysis, Linear regression (with random and fixed effects), Durbin–Wu–Hausman test, and Honda test, with the use of R-studio software for statistical computing. Results The research showed that the biggest negative impact on energy sustainability was recorded by an increase in the price of coal and the smallest one by an increase in the price of solar energy. An increase in the price of gasoline has a positive impact, while an increase in the price of gas has no impact. The basic methodological result showed that the fixed effects linear model is more accurate than the random effect model. Conclusions The results of the paper, important as a sustainable energy policy recommendation, showed that the impact of changes in energy product prices is significantly greater in developing countries, but that the status of the country as an energy exporter has no significance. In addition, the paper points to the need to intensify the research on the assessment of the impact of energy product prices for domestic consumers on their ability to pay that price, because with a certain (so far undefined) increase in energy product prices, a certain group of domestic consumers moves into a category that is not in line with sustainable energy development and is extremely undesirable in every respect—energy poverty.


Angiology ◽  
2022 ◽  
pp. 000331972110596
Author(s):  
Lei Zuo ◽  
Jun Huang ◽  
Hongyue Zhang ◽  
Bing Huang ◽  
Xiaoyi Wu ◽  
...  

The association between bilirubin (BIL) and cardiovascular disease (CVD) remains controversial. We performed a meta-analysis of prospective studies to evaluate this association in the general population. We searched PubMed, EMBASE, Web of Science, Cochrane, and Scopus databases through to September 2021. The Newcastle-Ottawa Quality Assessment Scale was used to assess study quality. The pooled effect estimate was calculated by the fixed-effect model or random-effect model. We included 12 prospective studies (368 567 participants). The pooled risk ratio of CVD for the lowest vs highest groups of BIL levels was .75 (95% CI: .58-.97) with high heterogeneity (I2 = 87.5%, P < .001). Similar associations were observed for coronary heart disease and stroke. We further performed a “dose-response” meta-analysis, and a significant U-shaped relationship between circulating (most values were serum bilirubin, but a few were plasma bilirubin) BIL and CVD ( P < .01) was observed. The lowest risk of CVD events was observed in participants with a BIL of 17-20 µmol/L in serum and/or plasma. In conclusion, there was a U-shaped dose-response relationship between BIL and CVD, especially for men. Further studies are needed to confirm our findings and identify the mechanisms involved as well as any prognostic or therapeutic potential.


2022 ◽  
Author(s):  
JinTao Guan ◽  
Anran Xi ◽  
DU Jin ◽  
XiaoYue Mou ◽  
Zhenghao Xu

Objective: We performed a meta analysis in order to determine safety of granulocyte macrophage colony stimulating factor (GM CSF) antibodies on COVID 19. Methods: We searched from the Cochrane Library, PubMed, Embase, biorxiv and medrxiv databases beginning in the COVID-19 outbreak on December 1, 2019 until August 29, 2021. The primary outcomes included death, the incidence of invasive mechanical ventilation (IMV), ventilation requirement, and secondary infection. Results: 6 eligible literature involving 1501 COVID 19 patients were recruited, and they were divided into experimental group (n = 736) and control group (n = 765). Using a random effect model, we found that the GM CSF antibodies treatment was associated with a 3.8-26.9% decline of the risk of mortality[odd ratio (OR) = 0.06, 95% confidence interval (CI): -0.11, -0.01, p =0.02], a 5.3-28.7% reduction of incidence of IMV [OR = 0.51, 95% CI: 0.28, 0.95, p =0.03], and a 23.3-50.0% enhancement of ventilation improvement [OR = 11.70, 95% CI: 1.99, 68.68, p=0.006]. There were no statistically significant differences in the association between two groups in second infection. Conclusion: Severe COVID 19 patients may benefit from GM CSF antibodies.


2022 ◽  
Vol 12 ◽  
Author(s):  
Mingyu Jin ◽  
Shaoying Yuan ◽  
Bo Wang ◽  
Luqi Yi ◽  
Chenxia Wang

BackgroundDiabetes has been associated with the increased risk of erectile dysfunction (ED). However, previous studies evaluating the association between prediabetes and ED showed inconsistent results. We performed a meta-analysis of observational studies to systematically evaluate the above association.MethodsRelevant observational studies were retrieved by search of PubMed, Embase, and Web of Science databases. A random-effect model which incorporated the potential intra-study heterogeneity was used for the meta-analysis. Subgroup analyses were performed to evaluate the influences of study characteristics on the outcome.ResultsNine studies (five matched case-control studies and four cross-sectional studies) were included. Age were adjusted or matched in all of the studies. Pooled results showed that compared to men with normoglycemia, men with prediabetes were associated with higher prevalence of ED (odds ratio = 1.62, 95% confidence interval: 1.28 to 2.07, P &lt; 0.001; I2 = 78%). Subgroup analyses showed that the association was not significantly affected by definition of prediabetes, diagnostic tool for ED, or controlling of additional variables besides age (both P for subgroup difference &gt; 0.05). However, the association between prediabetes and ED seemed to be stronger in case-control studies than that in cross-sectional studies, and in studies with younger men (mean age &lt; 50 years) than in those with older men (mean age ≥ 50 years; both P for subgroup difference &lt; 0.05).ConclusionsPrediabetes is associated with higher prevalence of ED, which may be independent of age of the males and may be stronger in young men.


Author(s):  
Prateek Kumar Panda ◽  
Indar Kumar Sharawat ◽  
Lesa Dawman ◽  
Pragnya Panda ◽  
Ananthanarayanan Kasinathan ◽  
...  

Abstract Purpose Lennox–Gastaut syndrome (LGS) is one of the most difficult to treat childhood-onset epileptic encephalopathies. There is growing evidence that lacosamide is safe and efficacious in patients and adults with refractory epilepsy. However, the evidence regarding the efficacy of lacosamide in LGS is controversial so far. We aimed to evaluate the efficacy and tolerability of lacosamide in patients with LGS. Methods We conducted a systematic review on MEDLINE, EMBASE, COCHRANE CENTRAL, Google Scholar, and Web of Science, collating all available literature till July 31, 2020. The qualitative review included case reports, case series, and both controlled/uncontrolled trials as well as retrospective studies, but for determining pooled estimates, we only included studies with a sample size of 5 or more. The primary outcome was the efficacy of lacosamide in patients with LGS. Clinical variables related to efficacy and adverse events attributed to lacosamide were extracted from each publication. The pooled estimate of variables related to these parameters was performed using a random-effect model. Results Of the 68 items identified by the search, 14 were reviewed as full-text. Eleven articles including two prospective and six retrospective studies fulfilled eligibility criteria and described outcomes in 81 patients (42 adults, 39 children, 60% male, range—1.4–61 years). On average, 35.2%, 27.9%, 7.3%, and 29.4% patients had > 50% reduction, < 50% reduction, no change, and worsening of seizure frequency, respectively. Although 36% of patients had adverse events like somnolence, behavioral abnormalities including irritability, aggressiveness, nausea, tremor, memory problems, dizziness, gastrointestinal discomfort, vomiting, and weight loss, no serious adverse events were noted. Conclusion The evidence available in the current literature is not sufficient to support or refute the use of lacosamide in patients with LGS. Although it is one of the possible therapeutic options worth exploring in patients with LGS, caution is still necessary, as there are reports of worsening of seizure frequency in some patients.


2022 ◽  
pp. 296-323
Author(s):  
Muhammad Arslan

In modern organizations, there is a separation between ownership and control of the firm. On the lenses of agency theory, this study statistically examines the relationship between ownership structure (i.e., ownership concentration and owner identity) and firm performance of non-financial listed firms of Pakistan by taking firm-level control variables of size, age, liquidity, financial leverage, and growth of the firm. Secondary data is collected from annual reports of 65 non-financial listed firms for the year 2008 to 2012. The least-square dummy variable model followed by the random effect model has been employed to statistically determining the impact of ownership structure on firm performance. The results of the least square dummy variable model reveal that the ownership concentration has a significant positive impact on firm performance. The owner identity (such as dispersed, family, institutional, and government ownership) has a significant causal effect on firm performance as indicated from t and p values.


2021 ◽  
Vol 3 (2) ◽  
pp. 177
Author(s):  
Lilis Renfiana ◽  
Yudhisthira Ardana

This research aims to systematically, actual, and accurately explain the facts and characteristics of the company and their effect on financial performance. Data in the form of time-series data from 2015-2019 and cross-section data collected from the financial statements of automotive companies listed on the Indonesia Stock Exchange then obtained nine companies that meet the criteria. The independent variables are Firm Size, Leverage, Liquidity, and the dependent variable is financial performance as proxied by Return On Equity (ROA). The research used panel data techniques; Common Effect Model, Fixed Effect Model, and Random Effect Model. The results show that Firm Size partially has a negative and significant effect, meaning that the greater the assets owned by the company, the more complex the agency problems faced. The partial leverage variable has a negative and significant effect, means that the use of relatively high debt will cause fixed costs in the form of interest expenses and loan principal installments to be paid, the greater the fixed costs. The liquidity variable partially has a positive and insignificant effect. This means that changes that occur in both the number of current assets or current liabilities affect increasing profits so that the increase in Liquidity (CR) or the level of liquidity affects changes in increasing company performance (ROA).


Sign in / Sign up

Export Citation Format

Share Document