• Tests were conducted using descriptive statistics, exploratory factor analysis, and confirmatory factor analysis. (intechopen.com)
  • Quantitative data was collected where exploratory factor analysis tested dimensionality of questions, while skewness and kurtosis assessed normality of data. (lupinepublishers.com)
  • In this tutorial, I'll explain how to perform exploratory factor analysis (EFA) in the R programming language. (statisticsglobe.com)
  • Exploratory factor analysis identified 2 domains: usability and applicability in medical practice. (jmir.org)
  • Exploratory factor analysis and confirmatory factor analysis were conducted to explore factor structure and to inspect various factor solutions from previous research. (biomedcentral.com)
  • First, to perform an exploratory factor analysis and to compare this suggestion along with all previously suggested factor solutions in a confirmatory analysis. (biomedcentral.com)
  • In order to evaluate the psychometric properties of the Arabic version, Cronbach alphas and item correlations were determined and exploratory factor analysis was performed. (who.int)
  • Exploratory factor analysis showed a single-factor structure. (who.int)
  • Exploratory factor analysis was performed on sample of 434 community participants from Singapore, who were predominantly ethnic Chinese. (austinpublishinggroup.com)
  • An advanced Multivariate Statistical tool " Exploratory Factor Analysis" (EFA) was also carried out to identify the hidden pattern of the data and identify the most important factors of ICT that promote global citizenship. (setpublisher.com)
  • The Kaiser-Meyer-Olkin (KMO) test is a statistical measure to determine how suited data is for factor analysis. (wikipedia.org)
  • The adequacy of the statistical model was tested using the Kaiser-Meyer-Olkin test and Bartlett's test of sphericity. (bvsalud.org)
  • For the adequacy of data that is the data are suitable for the factor analysis Kaiser Meyer Olkin (KMO) criteria was considered and its value is found to be 0.784. (setpublisher.com)
  • PD&R provides FHA with technical and financial modeling services to support statutory and mission objectives in capital adequacy and access to credit. (huduser.gov)
  • PD&R's work helps FHA meet its National Housing Act target for capital adequacy of the Title II Single-Family mortgage programs. (huduser.gov)
  • PD&R has successfully "squared the circle" by providing specifications that promote both capital adequacy and credit access. (huduser.gov)
  • The confirmatory factor analysis indicated that a 3-factor solution best fitted the data, but with certain items removed. (biomedcentral.com)
  • The results of the confirmatory factor analysis confirmed the results of the factor analysis. (biomedcentral.com)
  • The data was entered and analyzed using SPSS version 16 statistical package. (biomedcentral.com)
  • Quantitative data was analyzed using the Statistical Package for Social Sciences (SPSS) and AMOS version 25 while qualitative data was analyzed using NVivo version 12. (intechopen.com)
  • The collected data was exported to SPSS for analysis. (researchsquare.com)
  • Data were entered into EpiData V.3.1, then exported to the Statistical Package for Social Science (SPSS) V.25 for analysis. (bmj.com)
  • The analysis of collected data was done through descriptive tests in SPSS and structure equation modelling conducted in AMOS. (slideshare.net)
  • These factors eclipsed other demographic variables in predicting overall satisfaction. (jmir.org)
  • These factors include environmental, socio- demographic and behavioural that determines students' decision to optimal dietary intake [8-10]. (lupinepublishers.com)
  • There was only moderate heterogeneity and the results were consistent in sensitivity analyses restricted to studies of low risk of bias and studies fully adjusting for demographic and vascular risk factors. (medrxiv.org)
  • 1.1.4 Many factors interact to create a food insecure situation in Malawi: chronic poverty, low agricultural productivity, poor infrastructure, ecological constraints, inappropriate economic policies, limited arable land other demographic and social factors. (who.int)
  • This cross-sectional study determined the influence of psychosocial factors influencing optimal dietary intake of university students. (lupinepublishers.com)
  • These cognitive and experiential aspects are the psychosocial factors that determine student's attitude, subjective norm and perceived behavioural control towards intention to practice healthy behaviour in this case optimal dietary intake. (lupinepublishers.com)
  • However, there is limited information on psychosocial factors which include attitude, subjective norm and perceived behavioural control in association to practice of optimal dietary intake [11]. (lupinepublishers.com)
  • The study adapted Ajzen's Theory of Planned Behaviour (TPB) model [12] (Figure 1) to fit psychosocial factors that influence optimal dietary intake of university students. (lupinepublishers.com)
  • At present, the major risk factors for CAD confirmed in clinical studies include age, gender, poor diet and lifestyle habits, metabolic syndrome (including obesity or overweight, hypertension, type 1 or type 2 diabetes and dyslipidemia), smoking, drinking, psychosocial factors and genetic factors. (biomedcentral.com)
  • In multivariable linear regression analysis, the composite factor representing physician-based metrics (0.65, 95% CI 0.65 to 0.65) was more strongly associated with overall satisfaction than the factor representing office-based metrics (0.42, 95% CI 0.42 to 0.42). (jmir.org)
  • Risk factors for infestation were assessed using logistic regression analysis. (who.int)
  • We applied univariate statistical analysis (Pearson chi-square and one-way ANOVA) to assess differences among groups and used multivariate statistical techniques (factor analysis and multiple regression analysis) to assess the presence of factors identified by the diffusion of innovation model and the predictors of our dependent variable (value of PHR for communicating with the doctor's office). (jmir.org)
  • 001). Multiple regression analysis showed the following factors as significant positive predictors of the value of PHR for communicating with the doctor's office: relative advantage, ease of use, trialability, perceptions of privacy and security, age, and computer use. (jmir.org)
  • The study draws on survey data from German Industry 4.0 manufacturing firms, which were analyzed using regression analysis. (emerald.com)
  • Dietary patterns were developed using factor analysis and regression analysis was conducted to assess which dietary pattern was associated with childhood stunting. (springer.com)
  • In multiple regression analysis explanatory variable such as underdevelopment is measured by the non-working population, and income inequality, quantified as the proportion of households in the bottom wealth quintile. (e-epih.org)
  • However, in a subsequent regression analysis, only chest pain was found to be significantly associated with the development of PE in COVID-19 patients (AOR= 3.24, 95% CI= 1.10, 9.54, p-value=0.033). (who.int)
  • Perceived inadequate staffing was measured using the "staffing adequacy subscale" of Nursing Work Index, which is a continuous scale that averages estimates of staffing adequacy by workers in the same units. (cdc.gov)
  • Bivariate analyses were performed to determine whether there are any correlations between rating a parameter as highly relevant and patients' characteristics. (biomedcentral.com)
  • Prerequisites for Capstone courses CJ798 and/or CJ799 are 27 graduate credits completed, CJ709 Research Methods and Statistical Analysis and approval by the Graduate Coordinator of the Master's of Science Degree Program in Criminal Justice. (lasell.edu)
  • Univariate and multivariable linear regression were performed to assess the effect of physician and office-based factors on overall satisfaction. (jmir.org)
  • Exploratory factorial analysis with the split-half method and Cronbach α values was performed for questionnaire validation. (jmir.org)
  • It is currently measured with the Cardiac Anxiety Questionnaire, which has conflicting findings regarding its factor structure, and it has not been validated in a Swedish population. (biomedcentral.com)
  • We conclude that the original 3-factor structure of the CAQ is valid, but that the questionnaire could be revised in regard to some items. (biomedcentral.com)
  • Cohort-linked birth and infant death records from 2011 through 2015 provided by the Texas Department of State Health Services were analyzed by using logistic regression to examine associations of maternal sociodemographic and pregnancy risk factors with infant death. (cdc.gov)
  • The aim of this study was to assess the prevalence of and the risk factors for E. vermicularis infestation in preschool children in north West Bank. (who.int)
  • The aim of this study was to assess infant feeding practice and associated factors of HIV positive mothers attending prevention of mother to child transmission and antiretroviral therapy clinics of Northwest Ethiopia. (biomedcentral.com)
  • Different statistical tests like Students t-test, Pearsons Chi-square test, and factor analysis like Principal Component Analysis were performed to assess support for the hypotheses. (publishingindia.com)
  • Principal component analysis (PCA) was used to assess changes in independent clusters of lipoprotein particles. (biomedcentral.com)
  • This study aims to assess the knowledge, attitudes, and practices (KAP) of hospital cleaners towards COVID-19 and to determine factors associated with good practices. (researchsquare.com)
  • This study's objectives were to validate an Arabic-language version of the SOGS and assess factors associated with probable pathological gambling among Lebanese adults. (biomedcentral.com)
  • This study aimed to assess the incidence of pulmonary embolism and associated factors among confirmed Covid-19 Patients in Ethi- opia. (who.int)
  • Age was one prognostic factor that demonstrated a consistent association with outcome in three studies, however cautious interpretation is advised. (biomedcentral.com)
  • For the interpretation and discussion of the results we consider first 5 factors with eigen value greater than 1. (setpublisher.com)
  • Presenting, Analysis and Interpretation of Findings Regarding Training and De. (slideshare.net)
  • We found 25 studies that were consistent with this meta-analysis, including 7697 patients in the CAD group and 9655 control patients. (biomedcentral.com)
  • Overall, the content analysis of the 44 studies yielded neither a consistent terminology or well-founded definition, nor a consistent set of parameters relevant to patients across diseases [ 6 ]. (biomedcentral.com)
  • Although the managerial effect on strategic change has long been factored into organizational theories, scholars still lack a complete understanding of the specific managerial capabilities that drive innovation in today's digital economy. (emerald.com)
  • Organizational factors contributing to incivility at an academic medical center and systems-based solutions: a qualitative study. (jamanetwork.com)
  • When is a correlation matrix appropriate for factor analysis? (wikipedia.org)
  • A correlation analysis of the factors influencing the state of health of the population was performed. (dntb.gov.ua)
  • The multivariate analysis showed that having separated parents (β = 11.16), as well as higher child psychological abuse (β = 0.69), neglect (β = 0.52), physical abuse (β = 1.71), and sexual abuse (β = 1.56) were significantly associated with higher total social anxiety. (psychiatrist.com)
  • Nonetheless, we can reconsider them based on our analysis findings if necessary. (statisticsglobe.com)
  • Collectively, our findings offer novel insights into the potential factors that may influence a coaches' level of hardiness. (frontiersin.org)
  • Conclusions Higher circulating IL-6 levels in community-dwelling individuals are associated with higher long-term risk of incident ischemic stroke in a linear pattern and independently of conventional vascular risk factors. (medrxiv.org)
  • CONCLUSIONS: Perceived inadequate staffing may be associated with higher prevalence of back pain, and work-related psychosocial factor may play an important role in the potential pathway linking staffing level to back pain among hospital workers. (cdc.gov)
  • To identify factors associated with the development of Pulmonary embolism, a multivariable Binary Logistic Regres- sion model with sensitivity analysis was run. (who.int)
  • Subgroup analyses by age, sex, race/ethnicity, socioeconomic status, and smoking status support the concept that advertisements depicting the health harms of smoking, especially those using graphic imagery, are potentially more effective than neutral or positive advertisements (4-6,8-13). (cdc.gov)
  • Furthermore, anxiety also serves as an independent risk factor for incident coronary heart disease and cardiac mortality [ 3 ]. (biomedcentral.com)
  • Our statistical pendent risk factors, but no estimates of the total magnitude technique could be applied more widely to other communi- of infection caused by chicken or other risk factors have cable diseases that are subject to routine surveillance. (cdc.gov)
  • We pooled association estimates for ischemic stroke risk with random-effect meta-analyses and explored non-linear effects in dose-response meta-analyses. (medrxiv.org)
  • A narrative synthesis is presented due to inability to meta-analyse results due to clinical and statistical heterogeneity. (biomedcentral.com)
  • Results are presented for nine studies that presented baseline prognostic factors for recovery after an acute ankle sprain. (biomedcentral.com)
  • Internal consistency analysis (Cronbach's alpha) and factor analysis, used to test the statistical reliability of the tool, yielded satisfactory results. (edu.pl)
  • Our results also showed that participants with good knowledge about COVID-19, COVID-19 prevention and treatment, cleaning and disinfection process, and COVID-19 risk factors had a higher likelihood of positive preventive practices. (researchsquare.com)
  • The results of factor analysis indicate that factors with items of high positive loading are the communication skill and world perspective. (setpublisher.com)
  • Given the high prevalence of racial and ethnic minority disparities in infant mortality and associated maternal risk factors, there is growing urgency to move evidence-informed research to practice and policy. (cdc.gov)
  • We tested which environmental, social, lifestyle, and health related factors of the individual contribute to the seasonal variations in mood and behavior and whether these influence the risks of the metabolic syndrome and major depressive disorder, both conditions having a high prevalence in industrialized populations. (hindawi.com)
  • Social indicator data to examine significant and relevant factors that influence prevalence of HIV/STD disease, e.g., substance abuse, teenage pregnancy. (cdc.gov)
  • The test measures sampling adequacy for each variable in the model and the complete model. (wikipedia.org)
  • The reliability of the questions and sample adequacy test was also carried out. (publishingindia.com)
  • Based on such factors, Students t-test was carried out. (publishingindia.com)
  • With the neo-branding system adequacy test, a statistical report is presented about the status of companies on the way to branding. (cambioglobal.de)
  • The objective of this article is to develop a model to measure employee en gagement. (researchgate.net)
  • namely an adapted empirical model to measure em ployee en gagement in SA. (researchgate.net)
  • The analysis presents the first empirically-derived model of conservation leadership, including broad constructs (essentially areas of leadership competence) and clearly defined items (specific competencies) within each construct. (scirp.org)
  • The six-factor model provides a strong basis for a future leadership development curriculum to enable thorough, integrated personal development for conservation professionals. (scirp.org)
  • 001). Four factors identified by the diffusion of innovation model emerged in the factor analysis: ease of use, relative advantage, observability, and trialability. (jmir.org)
  • Our study found that the diffusion of innovation model fits the study of perceptions of the PHR and provides a suitable theoretical and empirical framework to identify the factors that distinguish PHR users from non-users. (jmir.org)
  • The exploratory analysis found a model with the factors Fear/Worry, Avoidance and Attention. (biomedcentral.com)
  • In other words, there are widespread correlations which would be a large problem for factor analysis. (wikipedia.org)
  • A revised factor structure of the scale (AABS-A) comprising of three factors, namely Catastrophising, Vigilance/Avoidance, and Reasonable Anxiety-Related Beliefs, was found. (austinpublishinggroup.com)
  • 0.05 was considered to declare the statistical significance. (bmj.com)
  • A formal needs assessment involves a systematic collection and analysis of data about the client population. (cdc.gov)
  • This study aimed to explore the underlying relation between ICT and the factors that promote global citizenship among university undergraduate of Karachi, Pakistan through quantitative method approach. (setpublisher.com)
  • There is consideration of factors and theories that attempt to explain delinquency, gangs, and status offending. (lasell.edu)
  • We find that PAV, a management indicator that includes the adequacy of human resource management, is a useful factor related to future performance. (keio.ac.jp)
  • It has been proven that there is a strong relationship between life expectancy as an indicator of health and the factors that characterize the health care system, economic development of the state, quality of food and lifestyle. (dntb.gov.ua)
  • Tailored needs assessments enable the program planner to make informed decisions about the adequacy, availability, and effectiveness of specific services that are available to the target audience. (cdc.gov)
  • Follow-up analyses examined differences in ratings of fear, disgust, and effectiveness. (cdc.gov)
  • There is a lack of studies investigating the possible mediating role of psychological factors, such as depression, anxiety and stress on orthorexic eating behaviors. (biomedcentral.com)
  • Univariant and bivariant analyses were performed to analyze the data obtained. (jmir.org)
  • Herein, we wanted to analyze which environmental, social, lifestyle, and health related factors of the individual contribute to the seasonal variations in mood and behavior at population level using a representative sample of all the Finns aged 30 and over for the analysis. (hindawi.com)
  • We first developed a survey capturing perceptions of PHR use and other factors such as sociodemographic characteristics, access and use of technology, perceived innovativeness in the domain of information technology, and perceptions of privacy and security. (jmir.org)
  • Spatial econometric models of the relationship between effective variable life expectancy and factor characteristics of different nature based on statistical material from 38 European countries were created. (dntb.gov.ua)
  • Internal consistency was satisfactory for the total scale and the three factor scales derived. (austinpublishinggroup.com)
  • The obtained models have high values of adequacy and accuracy criteria, as well as satisfactory predictive quality. (dntb.gov.ua)
  • Factor analysis was used to identify potential latent factors predicting overall satisfaction. (jmir.org)
  • Using latent profile analysis (LPA), we clustered participants into groups based on their reflective profiles (e.g., type of engagement, level of reflective thinking). (frontiersin.org)
  • are the most frequently reported enteric pathogens in ducted in Australia to identify risk factors for Campylobacter Australia ( 2 ). (cdc.gov)
  • Adjusted population-attributable risks (PARs) were steadily increased from 1991 through 2001 but has been derived for each independent risk factor contained within relatively stable since. (cdc.gov)
  • 75% attributable to each risk factor. (cdc.gov)
  • A recent nonfoodborne risk factors for Campylobacter infection for study estimated that 5.4 million cases (95% credible inter- this sample ( 7 ) and calculate population-attributable risk val [CrI] 4.0-6.9 million), 15,000 hospitalizations (95% (PAR) proportions. (cdc.gov)
  • Mother's employment and household income have also been shown to be risk factors for E. vermicularis infestation (14). (who.int)
  • Sub-optimal dietary habits are among the major risk factors for obesity, undernourishment, micro-nutrient deficiencies and associated metabolic conditions, particularly if adopted during early adulthood [1,2]. (lupinepublishers.com)
  • A dose-response meta-analysis showed a linear association between circulating IL-6 levels and ischemic stroke risk. (medrxiv.org)
  • 1 , 2 Identifying risk factors for stroke is important for developing effective primary and secondary preventive strategies. (medrxiv.org)
  • Wide zip code-level variations in the IMR and key maternal risk factors existed in both counties. (cdc.gov)
  • The objective of this study was to examine associations between maternal risk factors and infant deaths to inform strategies to improve outcomes. (cdc.gov)
  • Variations in IMR and key maternal risk factors observed at the zip code level helped drive local strategies to maximize outreach of services to disproportionately affected communities. (cdc.gov)
  • Critical risk factors for mental health are childhood maltreatment and peer victimization. (psychiatrist.com)
  • These factors contribute to residual risk of CVD following statin treatment for lowering of LDL-cholesterol (LDL-C) [ 10 ]. (biomedcentral.com)
  • Based on eligible studies, we performed a meta-analysis of association between 308G/A, 238G/A, 857C/T, 863C/A and 1031 T/C polymorphisms in TNF-α and risk of CAD. (biomedcentral.com)
  • Studies [ 2 , 3 ] showed that the risk of developing CAD in an individual is modulated by an interplay between genetic and lifestyle factors. (biomedcentral.com)
  • The seasonal variations in mood and behavior have a metabolic factor composed of weight and appetite, and greater loadings on this factor increased the risk of metabolic syndrome (odds ratio of 1.18, 95% confidence interval of 1.10 to 1.26). (hindawi.com)
  • This article discusses highwall stability, reasons for early pull out of highwall miner holes, and geotechnical engineering and planning factors, as well as operating practices to improve highwall stability and minimize the risk of a trapped miner. (cdc.gov)
  • A principle components analysis extracted six factors which best described variances across 68 leadership items in a structure which was stable, reliable and valid. (scirp.org)
  • However, little research exists on its traits and associated factors, with the majority of the literature focusing on ON. (biomedcentral.com)
  • Since 1997, the Housing Finance Analysis Division of the Office of Policy Development and Research (PD&R) has provided independent subject-matter expertise to support the Federal Housing Administration (FHA) in its efforts to automate the approval of mortgage applications. (huduser.gov)
  • 1 Over the years, the effects of social anxiety disorder on an individual's development have been addressed in research, but few studies have actually looked at other factors that might increase the likelihood of developing the disorder. (psychiatrist.com)
  • Lack of resource, stigma of HIV/AIDS, and husband opposition were also obtained as factors that influenced choice of infant feeding options by respondents. (biomedcentral.com)
  • This study aimed to examine the factor structure of CAQ and its psychometric properties in a Swedish CVD-population. (biomedcentral.com)
  • A meta-analysis study in 2018 indicated that the DMFT index of Iranian children and adults is 2.30 and 8.60, respectively 2 . (nature.com)
  • The goal of this study was to review relevant case-control studies to determine the association of tumor necrosis factor-α ( TNF-α ) gene polymorphisms and coronary artery disease (CAD) susceptibility. (biomedcentral.com)
  • The aim of this study was to perform a meta-analysis of all available literature to obtain updated evidence about association between TNF-α polymorphisms and CAD susceptibility. (biomedcentral.com)
  • The current study examined the key factors that influenced the management of knowledge workers in Indian Information Technology sector. (slideshare.net)
  • Our study validated an Arabic-language version of the South Oaks Gambling Screen (SOGS) for use in Lebanon, and showed some factors associated with probable pathological gambling (male gender, alcohol use disorder and depression). (biomedcentral.com)
  • Describes a small-scale field study to identify key factors that may contribute to the migration of CO through the ground. (cdc.gov)
  • A case study is presented that relates statistical descriptions of joint sets to the distribution of local wedge failures along the crest of a catch bench at the Yellowstone Talc Mine. (cdc.gov)
  • This study assessed the adequacy of cab design and determined the percentage of musculoskeletal symptoms among operators of heavy construction equipment. (cdc.gov)
  • This paper describes a study where the variations of the magnitude of the horizon stresses in sedimentary deposits in the eastern and Midwestern U.S. are examined with respect to two factors, the elastic modulus of the rock and the site depth. (cdc.gov)
  • Having chest pain was found to be a significant factor that indicates the development of PE, im- plying that in a setting where performing upfront CTPA is not practical, detailed symptom inquiry could serve as an important clinical criteria. (who.int)
  • This project examines how many work ers fail to file for compensation from job -related injuries, and what factors appear to explain this failure. (cdc.gov)
  • It also examines the impact of this failure on the adequacy of wage replacement that work ers' receive from the work ers' compensation system. (cdc.gov)
  • We inform companies with the data obtained from analysis tools and implement the necessary changes. (cambioglobal.de)
  • related chemical compounds, physical agents (such as radiation) and biological factors (such as viruses). (who.int)
  • To raise the level of awareness of its students with respect to long-term sustainability factors associated with the adoption of new engineering process or technology. (sharjah.ac.ae)
  • The topic of the thesis has been published in 7 articles: 5 - in the jour-nals with an Impact Factor, 1 - in scientific journals of other international databases and 1 in the conference proceedings referred by the Clarivate Analytics Web of Science. (vgtu.lt)
  • OBJECTIVE: To examine association between perceived inadequate staffing and musculoskeletal pain and to evaluate the role of work-related psychosocial and physical work factors in the association among hospital patient care workers. (cdc.gov)
  • A high spatial autocorrelation of district infant mortality rates was observed, and ecological factors were found to have a significant impact on district infant mortality rates. (e-epih.org)
  • Despite its adverse effects, ON is not included as an eating disorder in the Diagnostic and Statistical Manual of Mental Disorders- 5th edition (DSM-5) as of now [ 4 ]. (biomedcentral.com)
  • Studies have described many factors associated with the intention to practice optimal dietary intake amongst university students. (lupinepublishers.com)
  • Prospective studies investigating the association between baseline prognostic factors and recovery over time were included. (biomedcentral.com)
  • There is a need for well-conducted prospective cohort studies with adequate sample size and long-term follow-up to provide robust evidence on prognostic factors of recovery following an acute lateral ankle sprain. (biomedcentral.com)
  • Analyzing branding studies is a factor that facilitates reaching the planned goals. (cambioglobal.de)
  • For university students to be inspired to practice healthy dietary habits, the optimal balance between factors that manipulate their cognitive and experiential aspects must be achieved. (lupinepublishers.com)
  • Utilizing thematic analysis, we identified that hardiness was developed through experiential learning, external support, and the use of specific coping mechanisms. (frontiersin.org)