Empirical Scenarios of Fake Data Analysis: The Sample Generation by Replacement (SGR) Approach

Many self-report measures of attitudes, beliefs, personality, and pathology include items whose responses can be easily manipulated or distorted, as an example in order to give a positive impression to others, to obtain financial compensation, to avoid being charged with a crime, to get a job, or else. This fact confronts both researchers and practitioners with the crucial problem of biases yielded by the usage of standard statistical models. The current paper presents three empirical applications to the issue of faking of a recent probabilistic perturbation procedure called Sample Generation by Replacement (SGR; Lombardi and Pastore, 2012). With the intent to study the behavior of some statistics under fake perturbation and data reconstruction processes, ad-hoc faking scenarios were implemented and tested. Overall, results proved that SGR could be successfully applied both in the case of research designs traditionally proposed in order to deal with faking (e.g., use of fake-detecting scales, experimentally induced faking, or contrasting applicants vs. incumbents), and in the case of ecological research settings, where no information as regards faking could be collected by the researcher or the practitioner. Implications and limitations are presented and discussed

Comparing Different Methods for Multiple Testing in Reaction Time Data

Reaction times were simulated for examining the power of six methods for multiple testing, as a function of sample size and departures from normality. Power estimates were low for all methods for non-normal distributions. With normal distributions, even for small sample sizes, satisfactory power estimates were observed, especially for FDR-based procedures

Comparing Different Methods for Multiple Testing in Reaction Time Data

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Cardiovascular diseases and hard drinking waters: implications from a systematic review with meta-analysis of case-control studies

This systematic review with meta-analysis, performed according to the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) guidelines, aims at evaluating the potential correlation between magnesium and calcium concentration in drinking waters and the risk of cardiovascular diseases (CVD), which impose a considerable burden in high-income countries. Included studies were of the case-control studies type. From an initial list of 643 potentially eligible articles, seven studies were finally retained in the quantitative analysis. Since each one of them assessed different ion concentrations, subjects exposed to the highest concentration versus those exposed to the lowest concentration were compared. By including an overall figure of 44,000 subjects, the result suggests a protective effect of the ions on CVD prevention, with an effect-size (ES) of 0.82 (95% confidence interval CI = [0.70–0.95], p-value = 0.008) for calcium, and ES = 0.75 (95% CI = [0.66–0.86], p-value = 0.000) for magnesium. Hard water consumption seems to be protective against CVD. However, the high heterogeneity (I2 = 75.24, p-value = 0.001 for calcium; I2 = 72.96, p-value = 0.0024 for magnesium) and the existence of publication bias limits the robustness and generalizability of these findings. Further high-quality studies are needed to reproduce and confirm these results

s-CRIq: the online short version of the Cognitive Reserve Index Questionnaire

Background: The wide use of the term Cognitive Reserve (CR) is in need of a clear and shared definition of its concept and of the development of new tools, quick and easy to use and updated for the people of today. This study describes the online short CRIq (s-CRIq), the new shorter version of the CRIq, following an item analysis revision, and compares the data distribution of different samples. Methods: The s-CRIq was administered online to 435 people while another 440 filled out the s-CRIq in self-administration. A further 588 participants had been administered the original paper-and-pencil long CRIq and 344 the online long CRIq. Results: The major difference in the databases of s-CRIq versus the long versions is an increased score in education and in leisure activity. However, the density distributions of the total score of CRI in the 4 databases share 64% of their areas, and at least two of them share 84%. Conclusion: The s-CRIq proved to be a simple and easy-to-administer tool. Similarly, to the original version, the s-CRIq is freely available on the web, and it is our hope that it will be of fruitful use for researchers and clinicians alike

Relationship between retinal microvascular impairment and subclinical atherosclerosis in SLE

objectives: patients with SLE have higher cardiovascular (CV) risk compared with healthy controls (HC) and are characterised by accelerated atherosclerosis; intima media thickness (IMT), marker of subclinical atherosclerosis, is higher in patients with SLE than in HCs. Retinal microvascular impairment detected through optical coherence tomography angiography (OCTA) was investigated as a marker of systemic vascular involvement in SLE.the aim of the study was to evaluate the relationship between retinal vascular impairment and IMT in SLE. methods: cross-sectional study recruiting patients with SLE and HCs. Data of the study population were collected. CV risk was evaluated through the american college of cardiology/american heart association (ACC/AHA) guidelines, framingham and QRESEARCH risk estimator V.3 (QRISK3) scores. Both groups underwent OCTA and carotid ultrasound with IMT assessment.Statistical analysis was accomplished using Pearson/Spearman, t-test/Mann-Whitney or χ2 test. Variables statistically significant at univariate regression analysis were tested in an age-corrected and sex-corrected multivariate regression model. results: 43 patients with SLE and 34 HCs were recruited.patients with SLE showed higher triglycerides (p=0.019), triglycerides-glucose (TyG) Index (p=0.035), ACC/AHA guidelines (p=0.001), Framingham Risk Scores (p=0.008) and a reduced superficial (p<0.001) and deep (p=0.005) whole retinal vessel density (VD) compared with HCs.In SLE univariate analysis, deep whole VD showed a negative correlation with IMT (p=0.027), age (p=0.001), systolic blood pressure (p=0.011), QRISK3 Score (p<0.001), systemic lupus international collaborating clinics damage index (p=0.006) and apolipoprotein B (p=0.021), while a positive correlation was found with female sex (p=0.029). Age-adjusted and sex-adjusted multivariate analysis confirmed QRISK3 score (p=0.049) and IMT (p=0.039) to be independent risk factors for reduced retinal VD. conclusions: patients with SLE showed lower retinal VD and higher CV risk indicators compared with HCs. Among patients with SLE, QRISK3 Score and IMT were found to be independent risk factors for retinal vascular impairment, suggesting a role of OCTA in evaluating preclinical CV involvement in SLE. moreover, TyG index could represent a biomarker of CV risk in patients with SLE compared with HCs

Design and validation of a self-administered questionnaire to assess knowledge, attitudes and behaviours about Zika virus infection among general population in Italy

  Background Zika (ZIKV), a flavivirus firstly identified in rhesus monkeys in Zika Forest of Uganda, in 1947, is an emerging virus  transmitted mainly by mosquitoes bites. Due to ZIKV adaptation to humans, that can maintain a mosquito-human-mosquito transmission cycle, it is essential to know the attitudes, knowledge and behaviours of general population regarding ZIKV prevention. Our main study aims were to develop and validate a questionnaire administered to the general population, in order to assess attitudes, knowledge and behaviours around prevention and control of Zika infection. Methods A questionnaire was developed based on a comprehensive review of the extant literature, pre-existing questionnaires and experts focus groups. Results The final, validation version of the questionnaire comprised 8 items, with good psychometric properties (Cronbach’s alpha of 0.81). Overall test/re-test concordance was 0.86, ranging from 0.76 to 0.94 according to each item. Conclusion In conclusion, the questionnaire seems to be an appropriate and useful tool to detect cognitive gaps concerning behaviours responsible for possible transmissions of the disease, even in a non-endemic country such as Italy. Future analysis will explore the factorial structure of the questionnaire as well as knowledge, beliefs and attitudes concerning ZIKV among Italian general population

“PErCEIVE in Umbria”: Evaluation of anti-influenza vaccination's perception among Umbrian Pharmacists

Vaccines recommendations are available for both healthcare professionals and the general public, but although the vaccination is the most effective method to prevent infectious diseases, the coverage is still behind the recommended rate.  In Italy, according to a recent study, the anti-flu vaccination rate among healthcare worker range between 9% to 30%. The aim of our study was to identify knowledge, attitude and behaviours regarding influenza vaccination among community pharmacists in order to increase the coverage rate among healthcare professional. “PErCEIVE (Pharmacist pERCEption on Influenza VaccinE) in Umbria” was a cross sectional survey among community pharmacists in Umbria conducted between 16th November 2015 to 29th February 2016. The questionnaire was anonymous, on-line self-administered survey.Statistical analysis were performed using STATA/SE 12 software. The response rate was 28.91% (n= 72/249). Among the studied population 76.39% (n=55) had never performed influenza vaccine during the previous 5 years. Regarding source of information, only 15.28% of the subjects (n=11) consulted the scientific publications, vs 52.78% (n=38) who did not show any kind of interest upon the influenza vaccine. Our results show a low attitude to be vaccinated among pharmacists together with a low grade of awareness regarding the important role that pharmacists might play in order to reduce influenza burden, to promote health literacy among their patients and to decrease the risk of patients infection. Pharmacists might be crucial healthcare workers involved in health promotion, in vaccines’ uptake and practices progression.