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Abascal, Elena; Díaz De Rada, Vidal; García Lautre, Ignacio; Landaluce, M. Isabel – International Journal of Social Research Methodology, 2018
In the field of social sciences, certain tasks, such as the identification of typologies and the characterization of groups of individuals according to a set of questions, tend to pose a challenge for researchers. Further complications arise if the chosen rating scale is from 0 to 10, since the responses can be treated either as metric or…
Descriptors: Social Science Research, Research Problems, Rating Scales, Factor Analysis
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
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
Stapleton, Laura M.; Yang, Ji Seung; Hancock, Gregory R. – Journal of Educational and Behavioral Statistics, 2016
We present types of constructs, individual- and cluster-level, and their confirmatory factor analytic validation models when data are from individuals nested within clusters. When a construct is theoretically individual level, spurious construct-irrelevant dependency in the data may appear to signal cluster-level dependency; in such cases,…
Descriptors: Multivariate Analysis, Factor Analysis, Validity, Models
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
Tumusiime, Emmanuel – Journal of Agricultural Education and Extension, 2017
Purpose: This study examines the suitability of the system of rice intensification (SRI) for diverse small-scale farmers in Tanzania by exploring if poor and non-poor farmers adopt the system to a similar extent. Originality: The suitability of low-external input technologies such as SRI for diverse African farmers is a contentious issue. Existing…
Descriptors: Food, Foreign Countries, Agricultural Occupations, Multivariate Analysis
Tedesqui, Rafael A. B.; Young, Bradley W. – High Ability Studies, 2017
Grit, the tendency to work hard toward long-term goals, maintaining effort and interest over years despite failure and adversity, has predicted several achievement outcomes. However, minimal work has examined grit within a sport expertise development framework, and specifically its association with deliberate practice (DP) in sport. Participants,…
Descriptors: Foreign Countries, Athletes, Factor Analysis, Persistence
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
Ates, H.; Saracoglu, M. – Science Education International, 2016
The purpose of this research was to investigate pre-service science teachers' (PST) views about nuclear energy and to examine what effects, if any, of gender and the university of instruction had on their views. Data were collected through the Risks and Benefits about Nuclear Energy Scale (Iseri, 2012). The sample consisted of 214 PSTs who…
Descriptors: Preservice Teachers, Student Attitudes, Gender Differences, Foreign Countries
Reyes, Vicente Chua, Jr.; Rizk, Nadya; Gregory, Sue; Doyle, Helen – International Journal of Information and Communication Technology Education, 2016
Four distinct constructs were identified from a survey of a sample of pre-service science teachers at a regional Australian University. The constructs emerged after employing Exploratory Factor Analysis (EFA) on respondents' perceptions of pedagogical practices incorporating the use of Information Communication and Technology (ICT). The key…
Descriptors: Foreign Countries, Preservice Teachers, Student Teacher Attitudes, Technological Literacy
Chen, Junjun; Brown, Gavin T. L. – Teachers and Teaching: Theory and Practice, 2016
This study surveyed 1064 Chinese school teachers' approaches to teaching and conceptions of assessment, and examined their inter-relationship using confirmatory factor analysis and structural equation modeling. Three approaches to teaching (i.e. Knowledge Transmission, Student-Focused, and Examination Preparation) and six conceptions of assessment…
Descriptors: Foreign Countries, Student Improvement, Accountability, Factor Analysis
Camilleri, Mark Anthony; Camilleri, Adriana Caterina – International Association for Development of the Information Society, 2017
This research explores the educators' attitudes and behavioural intention toward mobile applications. The methodology integrates measures from "the pace of technological innovativeness" and the "technology acceptance model" to understand the rationale for further investment in mobile learning (m-learning). A quantitative study…
Descriptors: Educational Technology, Technology Uses in Education, Technology Integration, Telecommunications
Caspersen, Joakim; Frølich, Nicoline; Karlsen, Hilde; Aamodt, Per Olaf – Quality in Higher Education, 2014
Learning outcomes of higher education are a quality tool in a changing higher education landscape but cannot be seen as neutral measures across professions and disciplines. Survey results from graduates and recent graduates indicate that prevailing measures of learning outcomes yield the same result within and across disciplinary and professional…
Descriptors: Measurement, Higher Education, College Graduates, College Outcomes Assessment