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Explaining Trace-Based Learner Profiles with Self-Reports: The Added Value of Psychological Networks
Jelena Jovanovic; Dragan Gaševic; Lixiang Yan; Graham Baker; Andrew Murray; Danijela Gasevic – Journal of Computer Assisted Learning, 2024
Background: Learner profiles detected from digital trace data are typically triangulated with survey data to explain those profiles based on learners' internal conditions (e.g., motivation). However, survey data are often analysed with limited consideration of the interconnected nature of learners' internal conditions. Objectives: Aiming to enable…
Descriptors: Psychological Patterns, Networks, Profiles, Learning Processes
Fatima, Shameem; Sharif, Humera; Zimet, Gregory – International Journal of Educational Psychology, 2018
Guided by self-determination theory, the present study examines independent and interactive roles of self-efficacy and perceived social support in predicting types of academic motivation. Data were collected from 325 university undergraduates in 18-23 years of age (M = 21.09, SD = 1.34) from the fifth biggest city of South Asia. Results showed the…
Descriptors: Student Motivation, Undergraduate Students, Self Determination, Self Efficacy
Smith, Hiawatha D. – ProQuest LLC, 2017
With the continued emphasis on accountability for students, schools are working to increase the reading academic performance of their non-proficient students. Many remedial approaches fail to identify the individual strengths and weaknesses and tend to treat these students with a singular remedial focus on word identification (Allington, 2001). In…
Descriptors: Reading Achievement, Low Achievement, Profiles, Student Motivation
Lawrence, A. S. Arul; Hanitha, T. – Online Submission, 2017
The investigators made an attempt to find out the influence of teachers' motivational strategies and academic achievement of higher secondary students. The sample for the present study consisted of 600 higher secondary school students studying in Kancheepuram educational district. The investigators used simple random sampling technique to collect…
Descriptors: Academic Achievement, Secondary School Students, Motivation Techniques, Secondary School Teachers
Orvis, Jessica N.; Sturges, Diana; Tysinger, P. Dawn; Riggins, Keenya; Landge, Shainaz – Journal of the Scholarship of Teaching and Learning, 2018
Recent research indicates that students are adopting a consumerist approach to education, while data shows that the best academic outcomes are associated with intrinsic motivation. The goal of the study was to explore student academic motivation in an undergraduate Principles of Chemistry I class. The study targeted 432 students enrolled in 9…
Descriptors: Student Motivation, Chemistry, Science Instruction, College Science
Aydin, Suleyman; Keles, Pinar Ural – Universal Journal of Educational Research, 2017
The aim of this research was to investigate the comparison of different categories of secondary schools students' motivations for science lessons. In this research, the case study method was used latitudinally and it was carried out in the center schools of Agri in 2015-2016 academic years. The sample of the study was composed of totally 649…
Descriptors: Secondary School Students, Science Instruction, Student Motivation, Learning Motivation
Flake, Jessica Kay; Petway, Kevin Terrance, II – Educational Measurement: Issues and Practice, 2019
Numerous studies merely note divergence in students' and teachers' ratings of student noncognitive constructs. However, given the increased attention and use of these constructs in educational research and practice, an in-depth study focused on this issue was needed. Using a variety of quantitative methodologies, we thoroughly investigate…
Descriptors: Teachers, Students, Achievement Rating, Interrater Reliability
Raufelder, Diana; Regner, Nicola; Wood, Megan A. – Educational Psychology, 2018
The aim of the present study was to examine the interplay between test anxiety (i.e. worry and emotionality) and learned helplessness in a sample of adolescents (N = 845, aged 13-17 years) in secondary schools in Germany. In accordance with the buffering hypothesis, it was hypothesised that the detrimental association between both components of…
Descriptors: Test Anxiety, Helplessness, Student Attitudes, Adolescents
Daniel, Cathy E.; Halimi, Florentina; AlShammari, Iqbal A. – Reading Matrix: An International Online Journal, 2018
The teaching of English as a second/foreign language to Arab students has received considerable attention during the past decade. The use of English as a medium of instruction in the Arabian Gulf has become prominent but has only recently been examined academically. In Kuwait, the need to learn and use English is emerging. Attention toward how…
Descriptors: Student Attitudes, Arabs, English (Second Language), Second Language Learning
Ramaprabou, V.; Dash, Sasi Kanta – Journal on Educational Psychology, 2018
The present study was conducted to find out the effect of academic stress on achievement motivation of college students. 50 college students of various professional, arts, and science colleges functioning in and around Puducherry were approached at random to collect data using purposive sampling method. Academic stress scale developed and…
Descriptors: Achievement Need, Student Motivation, Anxiety, Statistical Analysis
Chen, Kun-Dang; Chen, Ping-Kuo – Asia Pacific Education Review, 2017
This study focused on China's higher education system and explored if personality traits were a mediator of the relationship between motivational mechanisms and continuous improvement, and further explored if leadership change was a moderator of the relationship between personality traits and continuous improvement of the motivations and student…
Descriptors: Foreign Countries, Higher Education, Personality Traits, Correlation
Liu, Yuan; Hau, Kit-Tai – Educational and Psychological Measurement, 2020
In large-scale low-stake assessment such as the Programme for International Student Assessment (PISA), students may skip items (missingness) which are within their ability to complete. The detection and taking care of these noneffortful responses, as a measure of test-taking motivation, is an important issue in modern psychometric models.…
Descriptors: Response Style (Tests), Motivation, Test Items, Statistical Analysis
Park, Soojin; Palardy, Gregory J. – Journal of Educational and Behavioral Statistics, 2020
Estimating the effects of randomized experiments and, by extension, their mediating mechanisms, is often complicated by treatment noncompliance. Two estimation methods for causal mediation in the presence of noncompliance have recently been proposed, the instrumental variable method (IV-mediate) and maximum likelihood method (ML-mediate). However,…
Descriptors: Computation, Compliance (Psychology), Maximum Likelihood Statistics, Statistical Analysis
Phan, Huy P. – Social Psychology of Education: An International Journal, 2017
The focus of inquiry pertaining to quality learning and student well-being experiences at school has involved numerous studies, utilizing complex quantitative methodological approaches. In a similar vein, for consideration of research advancement, there has been extensive progress made regarding motivational tenets of effective learning and…
Descriptors: Well Being, Student Experience, Emotional Response, Interpersonal Relationship
Tambunan, Hardi – International Education Studies, 2018
This study aims to identify the most dominant factor of the teacher's role as a motivator that influences students' interest and motivation to perform in mathematics achievement. It is conducted in eighth grade of senior high school with 209 students, consisted of five state schools and two private schools from seven regencies in North Sumatera.…
Descriptors: Teacher Role, Mathematics Instruction, Mathematics Achievement, Educational Objectives