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Yajuan Si; Roderick J. A. Little; Ya Mo; Nell Sedransk – Journal of Educational and Behavioral Statistics, 2023
Nonresponse bias is a widely prevalent problem for data on education. We develop a ten-step exemplar to guide nonresponse bias analysis (NRBA) in cross-sectional studies and apply these steps to the Early Childhood Longitudinal Study, Kindergarten Class of 2010-2011. A key step is the construction of indices of nonresponse bias based on proxy…
Descriptors: Educational Assessment, Response Rates (Questionnaires), Bias, Children
Miles, Andrew – Sociological Methods & Research, 2016
Obtaining predictions from regression models fit to multiply imputed data can be challenging because treatments of multiple imputation seldom give clear guidance on how predictions can be calculated, and because available software often does not have built-in routines for performing the necessary calculations. This research note reviews how…
Descriptors: Prediction, Regression (Statistics), Data, Surveys
Kapelner, Adam; Soterwood, Jeanine; Nessaiver, Shalev; Adlof, Suzanne – IEEE Transactions on Learning Technologies, 2018
Vocabulary knowledge is essential to educational progress. High quality vocabulary instruction requires supportive contextual examples to teach word meaning and proper usage. Identifying such contexts by hand for a large number of words can be difficult. In this work, we take a statistical learning approach to engineer a system that predicts…
Descriptors: Vocabulary Development, Databases, Training, Models
Kapelner, Adam; Soterwood, Jeanine; NessAiver, Shalev; Adlof, Suzanne – Grantee Submission, 2018
Vocabulary knowledge is essential to educational progress. High quality vocabulary instruction requires supportive contextual examples to teach word meaning and proper usage. Identifying such contexts by hand for a large number of words can be difficult. In this work, we take a statistical learning approach to engineer a system that predicts…
Descriptors: Vocabulary Development, Databases, Training, Models
Kovalchik, Stephanie A.; Martino, Steven C.; Collins, Rebecca L.; Shadel, William G.; D'Amico, Elizabeth J.; Becker, Kirsten – Journal of Educational and Behavioral Statistics, 2018
Ecological momentary assessment (EMA) is a popular assessment method in psychology that aims to capture events, emotions, and cognitions in real time, usually repeatedly throughout the day. Because EMA typically involves more intensive monitoring than traditional assessment methods, missing data are commonly an issue and this missingness may bias…
Descriptors: Probability, Statistical Bias, Holistic Approach, Evaluation Methods
Corrigan, Matthew J.; Forte, James; Bulgaris, Sarah – Journal of Alcohol and Drug Education, 2017
The purpose of this replication study is to test the validity of the Adolescent Domain Screening Inventory (ADSI) on an older adolescent population. This cross sectional study used a convenience sample to preliminarily test the validity of the ADSI. Concurrent validity correlations ranged from a high of 0.924 to a low of 0.760. The known…
Descriptors: Screening Tests, Construct Validity, Correlation, Case Studies
Mennen, Josien; van der Klink, Marcel – Music Education Research, 2017
In higher education, departments are under increasing pressure to improve study success. Research in this field focusing on higher music education is scarce. The aim of this study was to gain insight into the predictive capability of the first year for study success of students at an academy of music in subsequent years. Data on study progression…
Descriptors: Music Education, Higher Education, Prediction, Academic Achievement
Lippert, Adam M. – Health Education & Behavior, 2017
Objective. To examine temporal changes in the correlates of experimental and current e-cigarette use and associations with tobacco quit attempts. Method. Repeated cross-sectional analyses of data from the 2011 (n = 17,741), 2012 (n = 23,194), and 2013 (n = 16,858) National Youth Tobacco Surveys--a nationally representative sample of U.S. middle…
Descriptors: Smoking, Health Behavior, Models, Surveys
Redman, Aaron; Redman, Erin – Education Sciences, 2017
Educational interventions are a promising way to shift individual behaviors towards Sustainability. Yet, as this research confirms, the standard fare of education, declarative knowledge, does not work. This study statistically analyzes the impact of an intervention designed and implemented in Mexico using the Educating for Sustainability (EfS)…
Descriptors: Foreign Countries, Knowledge Level, Sustainability, Intervention
Morgan, Paul L.; Farkas, George; Hillemeier, Marianne M.; Pun, Wik Hung; Maczuga, Steve – Child Development, 2019
Whether and to what extent kindergarten children's executive functions (EF) constitute promising targets of early intervention is currently unclear. This study examined whether kindergarten children's EF predicted their second-grade academic achievement and behavior. This was done using (a) a longitudinal and nationally representative sample (N =…
Descriptors: Kindergarten, Executive Function, Grade 2, Academic Achievement
Kars, Mehmet; Inandi, Yusuf – Eurasian Journal of Educational Research, 2018
Purpose: A comfortable and happy work environment, where all the teachers are sincere and true to each other and sure that what they say and do will not be used against them, is a basic need for a teacher. It is thought that meeting this expectation is up to the feeling of trust, especially in the principal, and then in colleagues and students and…
Descriptors: Correlation, Principals, Trust (Psychology), Leadership Styles
Zhan, Crystal – Education Economics, 2017
Informal institutions are defined as socially shared rules that guide individuals' behaviors outside of officially sanctioned channels. This paper investigates the link between individual educational attainment and education-related informal institutions by examining second-generation immigrants in the USA. I measure the education-related informal…
Descriptors: Social Behavior, Behavior Standards, Educational Attainment, Informal Education
Syed, Javaid A. – ProQuest LLC, 2017
The purpose of the present study was to test the Emotional Stability dimension of the Big Five factors of personality traits theory to predict or explain a relationship with Employee Organizational Commitment, when the relationship between Emotional Stability (ES) and Employee Organizational Commitment (EOC) was moderated by Gender and AgeGroup.…
Descriptors: Information Technology, Multiple Regression Analysis, Personality Traits, Prediction
Bolland, Kathleen A.; Bolland, John M.; Tomek, Sara; Devereaux, Randolph S.; Mrug, Sylvie; Wimberly, Joshua C. – Youth & Society, 2016
Within the adolescent risk behavior literature, questions remain about relationships among behaviors in early adolescence, gender, context, and negative social and health outcomes. Additionally, little attention has focused on trajectories of adolescent risk behavior among impoverished African American youth. Using data from the Mobile Youth…
Descriptors: Drinking, Poverty, Adolescents, Early Adolescents
Morgan, Paul L.; Farkas, George; Hillemeier, Marianne M.; Pun, Wik Hung; Maczuga, Steve – Grantee Submission, 2018
Whether and to what extent kindergarten children's executive functions (EF) constitute promising targets of early intervention is currently unclear. This study examined whether kindergarten children's EF predicted their second-grade academic achievement and behavior. This was done using (a) a longitudinal and nationally representative sample (N =…
Descriptors: Kindergarten, Executive Function, Grade 2, Academic Achievement