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Sözer Boz, Esra; Kahraman, Nilüfer – International Journal of Contemporary Educational Research, 2023
This study proposed a three-stage measurement model utilizing the Latent Growth Curve Modeling and Latent Class Growth Analysis. The measurement model was illustrated using repeated data collected through a four-week prospective study tracking the subjective well-being of volunteer college students (n=154). Firstly, several unconditional growth…
Descriptors: Statistical Analysis, Models, Well Being, College Students
Kulinskaya, Elena; Mah, Eung Yaw – Research Synthesis Methods, 2022
To present time-varying evidence, cumulative meta-analysis (CMA) updates results of previous meta-analyses to incorporate new study results. We investigate the properties of CMA, suggest possible improvements and provide the first in-depth simulation study of the use of CMA and CUSUM methods for detection of temporal trends in random-effects…
Descriptors: Meta Analysis, Computation, Statistical Analysis, Statistical Bias
Curran, Patrick J.; Hancock, Gregory R. – Child Development Perspectives, 2021
One of the most vexing challenges facing developmental researchers today is the statistical modeling of two or more behaviors as they unfold jointly over time. Although quantitative methodologists have studied these issues for more than half a century, no widely agreed-upon principled strategy exists to empirically analyze codevelopmental…
Descriptors: Research, Statistical Analysis, Developmental Psychology, Mathematical Models
Kong, Wei; Ni, Shawn – Educational Researcher, 2023
The growing fiscal cost of K-12 teacher pension plans and pension-induced labor market distortions have led to calls for teacher pension reforms. Dynamic structural econometric models are a useful way to analyze the fiscal and staffing consequences of current and alternative retirement plans. This article lays out the benefits of the structural…
Descriptors: Economics, Statistical Analysis, Teacher Retirement, Retirement Benefits
Pacewicz, Christine E.; Myers, Nicholas D. – Measurement in Physical Education and Exercise Science, 2021
Longitudinal measurement enables the examination of behavioral or psychological change. One approach to examining longitudinal measurements is the use of latent growth curve modeling (LGCM). This approach affords the assessment of inter- and intraindividual change. Yet, this approach likely is underused in exercise science. The purpose of the…
Descriptors: Exercise Physiology, Longitudinal Studies, Statistical Analysis, Change
Demiray, Çigdem Kose; Gençöz, Tülin – Journal of Psycholinguistic Research, 2018
Aim of present study was to understand changes in speech of clients with regard to certain linguistic features from 5th to 15th session of psychotherapy. First person pronoun use in information structure positions were analyzed in speech of clients. Participants of this study were 11 psychotherapists (clinical psychology master and doctorate…
Descriptors: Psychotherapy, Language Usage, Form Classes (Languages), Speech
Inan, Tugbay – Universal Journal of Educational Research, 2018
The impact of the scoring systems on home field advantage in the highest-level Turkish soccer division, Turkish Super League, between the 1959-1960 and 2016-2017 seasons, was aimed to be examined in this study. 2-point system was used in Turkish Soccer Leagues between 1959 and 1987. Since 1987-1988 season, the 3-point system has been started to be…
Descriptors: Foreign Countries, Team Sports, Athletics, Scoring
Sinharay, Sandip; Duong, Minh Q.; Wood, Scott W. – Journal of Educational Measurement, 2017
As noted by Fremer and Olson, analysis of answer changes is often used to investigate testing irregularities because the analysis is readily performed and has proven its value in practice. Researchers such as Belov, Sinharay and Johnson, van der Linden and Jeon, van der Linden and Lewis, and Wollack, Cohen, and Eckerly have suggested several…
Descriptors: Identification, Statistics, Change, Tests
Clark, D. Angus; Nuttall, Amy K.; Bowles, Ryan P. – Grantee Submission, 2018
Latent change score models (LCS) are conceptually powerful tools for analyzing longitudinal data (McArdle & Hamagami, 2001). However, applications of these models typically include constraints on key parameters over time. Although practically useful, strict invariance over time in these parameters is unlikely in real data. This study…
Descriptors: Robustness (Statistics), Statistical Analysis, Longitudinal Studies, Statistical Bias
Kaya, Yasemin; Leite, Walter L. – Educational and Psychological Measurement, 2017
Cognitive diagnosis models are diagnostic models used to classify respondents into homogenous groups based on multiple categorical latent variables representing the measured cognitive attributes. This study aims to present longitudinal models for cognitive diagnosis modeling, which can be applied to repeated measurements in order to monitor…
Descriptors: Models, Classification, Cognitive Processes, Change
Carvalho, Paulo F.; Goldstone, Robert L. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2017
The sequence of study influences how we learn. Previous research has identified different sequences as potentially beneficial for learning in different contexts and with different materials. Here we investigate the mechanisms involved in inductive category learning that give rise to these sequencing effects. Across 3 experiments we show evidence…
Descriptors: Classification, Sequential Approach, Learning, Cognitive Processes
Li, Wei; Konstantopoulos, Spyros – Society for Research on Educational Effectiveness, 2016
The purpose of this study is extend previous methods by Raudenbush and Liu (2001) and Spybrook et al. (2011), and provide methods for power analysis of tests of treatment effects in studies of polynomial change with two levels of nesting (e.g., students and schools) where the treatment is either at the third level (e.g., school intervention) or at…
Descriptors: Growth Models, Statistical Analysis, Change, Outcomes of Treatment
Finch, W. Holmes; Shim, Sungok Serena – Educational and Psychological Measurement, 2018
Collection and analysis of longitudinal data is an important tool in understanding growth and development over time in a whole range of human endeavors. Ideally, researchers working in the longitudinal framework are able to collect data at more than two points in time, as this will provide them with the potential for a deeper understanding of the…
Descriptors: Comparative Analysis, Computation, Time, Change
Collado, Anahi; Risco, Cristina M.; Banducci, Anne N.; Chen, Kevin W.; MacPherson, Laura; Lejuez, Carl W. – Journal of Early Adolescence, 2017
Research indicates that White adolescents tend to engage in greater levels of risk behavior relative to Black adolescents. To better understand these differences, the current study examined real-time changes in risk-taking propensity (RTP). The study utilized the Balloon Analogue Risk Task-Youth Version (BART-Y), a well-validated real-time,…
Descriptors: Racial Differences, Risk, Adolescents, Change
Fryer, Luke K. – Higher Education: The International Journal of Higher Education Research, 2017
During the past decade, quantitative researchers have examined the first-year university experience from both variable-centred and person-centred perspectives. These studies have, however, generally been cross-sectional and therefore often failed to address how student learning changes during this transition. Furthermore, research has been…
Descriptors: Foreign Countries, College Freshmen, Longitudinal Studies, Student Surveys