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Van de Vijver, Fons J. R.; Avvisati, Francesco; Davidov, Eldad; Eid, Michael; Fox, Jean-Paul; Le Donné, Noémie; Lek, Kimberley; Meuleman, Bart; Paccagnella, Marco; van de Schoot, Rens – OECD Publishing, 2019
Large-scale surveys such as the Programme for International Student Assessment (PISA), the Teaching and Learning International Survey (TALIS), and the Programme for the International Assessment of Adult Competences (PIAAC) use advanced statistical models to estimate scores of latent traits from multiple observed responses. The comparison of such…
Descriptors: Surveys, Factor Analysis, Bayesian Statistics, Statistical Analysis
Ritzhaupt, Albert D.; Martin, Florence; Pastore, Raymond; Kang, Youngju – Journal of Computing in Higher Education, 2018
The purpose of this research was to identify the competencies of educational technologists by surveying the professionals within the field. The Educational Technology Competency Survey (ETCS) developed in this research was based on a conceptual framework that emphases the definition of educational technology and associated knowledge, skill, and…
Descriptors: Educational Technology, Competence, Models, Factor Analysis
Grané, Aurea; Romera, Rosario – Sociological Methods & Research, 2018
Survey data are usually of mixed type (quantitative, multistate categorical, and/or binary variables). Multidimensional scaling (MDS) is one of the most extended methodologies to visualize the profile structure of the data. Since the past 60s, MDS methods have been introduced in the literature, initially in publications in the psychometrics area.…
Descriptors: Surveys, Data, Multidimensional Scaling, Robustness (Statistics)
Piccarreta, Raffaella – Sociological Methods & Research, 2017
In its standard formulation, sequence analysis aims at finding typical patterns in a set of life courses represented as sequences. Recently, some proposals have been introduced to jointly analyze sequences defined on different domains (e.g., work career, partnership, and parental histories). We introduce measures to evaluate whether a set of…
Descriptors: Data Analysis, Multivariate Analysis, Social Science Research, Factor Analysis
Nelissen, Sara; Van den Bulck, Jan; Beullens, Kathleen – Information Research: An International Electronic Journal, 2017
Introduction: This study aims to (a) construct a typology of how individuals acquire cancer information, and (b) examine whether these types differ regarding socio-demographics and cancer-related knowledge, attitudes and behaviour. Method: A standardized, cross-sectional survey among cancer diagnosed and non-diagnosed individuals in Flanders,…
Descriptors: Cancer, Information Seeking, Multivariate Analysis, Statistical Analysis
Rhoads, Christopher – Society for Research on Educational Effectiveness, 2016
Current practice for conducting power analyses in hierarchical trials using survey based ICC and effect size estimates may be misestimating power because ICCs are not being adjusted to account for treatment effect heterogeneity. Results presented in Table 1 show that the necessary adjustments can be quite large or quite small. Furthermore, power…
Descriptors: Statistical Analysis, Correlation, Effect Size, Surveys
Ergül, Cevriye; Sarica, Ayse Dolunay; Akoglu, Gözde; Karaman, Gökçe – International Journal of Instruction, 2017
This study investigated the possible differences in the home literacy environments (HLE) among Turkish kindergarteners from three different SES (socio-economic) strata. 341 parents of a total of 341 kindergarteners from 24 kindergarten classrooms in low, middle and high SES neighbourhoods across Ankara completed the Socio-Demographics Form and the…
Descriptors: Foreign Countries, Socioeconomic Status, Family Environment, Surveys
Rhoads, Christopher – Journal of Educational and Behavioral Statistics, 2017
Researchers designing multisite and cluster randomized trials of educational interventions will usually conduct a power analysis in the planning stage of the study. To conduct the power analysis, researchers often use estimates of intracluster correlation coefficients and effect sizes derived from an analysis of survey data. When there is…
Descriptors: Statistical Analysis, Hierarchical Linear Modeling, Surveys, Effect Size
Cain, Meghan K.; Zhang, Zhiyong; Yuan, Ke-Hai – Grantee Submission, 2017
Nonnormality of univariate data has been extensively examined previously (Blanca et al., 2013; Micceri, 1989). However, less is known of the potential nonnormality of multivariate data although multivariate analysis is commonly used in psychological and educational research. Using univariate and multivariate skewness and kurtosis as measures of…
Descriptors: Multivariate Analysis, Probability, Statistical Distributions, Psychological Studies
Vaske, Jerry J. – Sagamore-Venture, 2019
Data collected from surveys can result in hundreds of variables and thousands of respondents. This implies that time and energy must be devoted to (a) carefully entering the data into a database, (b) running preliminary analyses to identify any problems (e.g., missing data, potential outliers), (c) checking the reliability and validity of the…
Descriptors: Surveys, Theories, Hypothesis Testing, Effect Size
Cenkseven-Önder, Fulya – Universal Journal of Educational Research, 2018
This study aims to investigate whether the perceived social support and coping styles are predictors of suicide probability by gender. The study was conducted with 445 high schools students, 227 girls, and 218 boys. The participants were aged between 14 and 18, and their average age was 15.90. Data were collected through the "Multidimensional…
Descriptors: Foreign Countries, Social Support Groups, Coping, Suicide
Koenig-Lewis, Nicole; Asaad, Yousra; Palmer, Adrian; Petersone, Elina – Higher Education Quarterly, 2016
"Student experience" has become a popular term with higher education managers but is theoretically under-developed. This paper conceptualises student experience as a construction from memory and advances previous discussion within the higher education sector by distinguishing between recalled academic and social experience. The results…
Descriptors: College Graduates, Alumni, Student Experience, Recall (Psychology)
Bae, Sung-Man – School Psychology International, 2017
This study examined the developmental trajectories of career maturity among Korean youths between late adolescence and mid-20s, and explored how career-counseling experiences, academic achievement, household income, parental involvement, and gender affected their career maturity. We used the 2,362 Youth Panel data collected between 2008-2014 by…
Descriptors: Foreign Countries, Vocational Maturity, Late Adolescents, Young Adults
Bellon, Emmanuel O.; Ngware, Moses Waithanji; Admassu, Kassahun – Education and Urban Society, 2017
The study examines the combined effects of key elements in parental leadership on academic performance. In the wake of inadequate learning resources, parental leadership becomes an indispensable learning input for children's academic performance. The discourse utilized data collected from 2005 to 2010 in a longitudinal study involving 1,549…
Descriptors: Academic Achievement, Elementary School Students, Foreign Countries, Leadership
Corcoran, Molly A. – ProQuest LLC, 2017
Educator evaluation is of significant interest and concern for all members of the national school community. School-based speech-language pathologists (SLPs), share these sentiments with their classroom counterparts. Frequently included in such evaluation systems, it is of concern to the SLP community that research documenting how school-based…
Descriptors: Allied Health Personnel, Speech Language Pathology, School Personnel, Surveys