scholarly journals Differential associations of neurobehavioral traits and cognitive ability to academic achievement in higher education

2019 ◽  
Author(s):  
Graham Pluck
Keyword(s):  
Higher Education ◽  
Academic Achievement ◽  
Psychological Distress ◽  
Grade Point Average ◽  
Engineering Students ◽  
Executive Dysfunction ◽  
Grade Point ◽  
Strong Correlate ◽  
University Level ◽  
Current Psychological

BackgroundPeople vary between each other on several neurobehavioral traits, which may have implications for understanding academic achievement.MethodsUniversity-level Psychology or Engineering students were assessed for neurobehavioral traits, intelligence, and current psychological distress. Scores were compared with their grade point average (GPA) data.ResultsFactors associated with higher GPA differed markedly between groups. For Engineers, intelligence, but not neurobehavioral traits or psychological distress, was a strong correlate of grades. For Psychologists, grades were not correlated with intelligence but they were with the neurobehavioral traits of executive dysfunction, disinhibition, apathy, and positive schizotypy. However, only the latter two were associated independently of psychological distress. Additionally, higher mixed-handedness was associated with higher GPA in the combined sample.ConclusionsNeurological factors (i.e., neurobehavioral traits and intelligence), are differentially associated with university-level grades, depending on the major studied. However, mixed-handedness may prove to be a better general predictor of academic performance across disciplines.

scholarly journals Supervised Learning Applied to Graduation Forecast of Industrial Engineering Students

2022 ◽  
Vol 11 (1) ◽  
pp. 325-337
Author(s):  
Natalia Gil ◽  
Marcelo Albuquerque ◽  
Gabriela de
Keyword(s):  
Machine Learning ◽  
High School ◽  
Logistic Regression ◽  
Supervised Learning ◽  
Grade Point Average ◽  
Engineering Students ◽  
Learning Algorithm ◽  
Industrial Engineering ◽  
Machine Learning Algorithm ◽  
Grade Point

<p style="text-align: justify;">The article aims to develop a machine-learning algorithm that can predict student’s graduation in the Industrial Engineering course at the Federal University of Amazonas based on their performance data. The methodology makes use of an information package of 364 students with an admission period between 2007 and 2019, considering characteristics that can affect directly or indirectly in the graduation of each one, being: type of high school, number of semesters taken, grade-point average, lockouts, dropouts and course terminations. The data treatment considered the manual removal of several characteristics that did not add value to the output of the algorithm, resulting in a package composed of 2184 instances. Thus, the logistic regression, MLP and XGBoost models developed and compared could predict a binary output of graduation or non-graduation to each student using 30% of the dataset to test and 70% to train, so that was possible to identify a relationship between the six attributes explored and achieve, with the best model, 94.15% of accuracy on its predictions.</p>

Evaluation of TAPS Packages

2010 ◽  
pp. 128-147
Author(s):  
Manjit Singh Sidhu
Keyword(s):  
Problem Solving ◽  
Learning Styles ◽  
Grade Point Average ◽  
Engineering Students ◽  
Target Population ◽  
Grade Point ◽  
Slow Learners ◽  
Undergraduate Engineering ◽  
The Third ◽  
Engineering Mechanics

The evaluation was carried out to examine the distribution of learning styles (discussed in Chapter 2) of the third year undergraduate engineering students and suggest effective problem solving approaches that could increase the motivation and understanding of slow learners at UNITEN. For this study, a sample target population of 60 third year undergraduate engineering students who had taken the Engineering Mechanics subject was tested. These students were selected based on their second year grade point average (GPA) of less than 2.5 as this study emphasizes on slow learners.

scholarly journals Online Self-Regulatory Learning Behaviors as a Mediator in the Relationship between Online Course Perceptions with Achievement

2008 ◽  
Vol 9 (2) ◽  
Author(s):  
Lucy Barnard ◽  
Valerie Paton ◽  
William Lan
Keyword(s):  
Academic Achievement ◽  
Grade Point Average ◽  
Learning Outcomes ◽  
Student Perceptions ◽  
Positive Relationship ◽  
Online Course ◽  
Grade Point ◽  
Learning Behaviors ◽  
Self Regulatory Learning ◽  
The Relationship

Positive perceptions of online course communication and collaboration have been associated with better academic outcomes, while self-regulatory learning behaviors have also been linked to academic achievement and other positive learning outcomes. In the current study, we examined whether self-regulatory learning behaviors may be considered as mediating the relationship between student perceptions of online course communication and collaboration with academic achievement as measured by grade point average (GPA). Results indicate that online self-regulatory learning behaviors, though not strongly associated with academic achievement in and of themselves, do mediate the positive relationship between student perceptions of online course communication and collaboration with academic achievement.

Study Skills, Self-Concept, and Academic Achievement

1984 ◽  
Vol 54 (3) ◽  
pp. 923-929 ◽  
Author(s):  
Bernadette M. Gadzella ◽  
James David Williamson
Keyword(s):  
Academic Achievement ◽  
University Students ◽  
Grade Point Average ◽  
Study Skills ◽  
Interpersonal Relations ◽  
The Self ◽  
Self Report ◽  
Self Concept ◽  
Grade Point ◽  
Two Measures

This study investigated the relationships between study skills, self-concept, and academic achievement and whether the self-report measures contributed to the prediction of grade-point average for 110 university students. Analysis showed that study skills, self-concepts, and academic achievement correlated significantly with each other; rs ranged from .03 to .52. In addition to the total study skills score, two measures of study skills (oral reporting and interpersonal relations) and one measure of self-concept (personal self) contributed to the prediction of grade-point average.

A Study On Emotional Intelligence And Academic Achievement In Malaysia

2020 ◽  
Vol 7 (10) ◽  
pp. 109-115
Author(s):  
Cyndra Robert Budull ◽  
Nur Khairunisa Abu Talip ◽  
Noreriani Sabturani ◽  
Theresa Ahing ◽  
Muhamad Syukrie Abu Talip
Keyword(s):  
Academic Achievement ◽  
Emotional Intelligence ◽  
University Students ◽  
Grade Point Average ◽  
Grade Point ◽  
Cumulative Grade Point Average ◽  
Undergraduate University Students ◽  
The University ◽  
The Relationship ◽  
Pearson Correlations

The study aimed to explore the relationship between emotional intelligence (EI) and academic achievement (AA) among undergraduate university students in Malaysia. Four hundred and sixty (n=460) undergraduate university students in Malaysia involved in the present study. The Assessing Emotional Scale (AES) questionnaire was used to measure EI, while the Cumulative Grade Point Average (CGPA) used to determine AA scores. Pearson correlations were utilized to examine the relationship between EI and AA. The findings showed positive and weak relationship between overall emotional intelligence (EI) and academic achievement (r=.090), perception of emotion (PE) and academic achievement (r=.016) and managing others’ emotion (MOTE) and academic achievement (r=.044). Perception of Emotion (PE) are found significantly and positively correlate with academic achievement (r=.101). A significant positive relationship also reported between Managing Own Emotion (MOE) and academic achievement (r=.123). This study helps in understanding and providing information on the university students’ emotional intelligence and academic achievement during undergraduate life.

Performance and Persistence Outcomes of GEAR UP Students: Leveling the Playing Field in Higher Education

2016 ◽  
Vol 20 (3) ◽  
pp. 328-349 ◽  
Author(s):  
Jafeth E. Sanchez ◽  
Jennifer L. Lowman ◽  
Kathleen A. Hill
Keyword(s):  
Higher Education ◽  
Grade Point Average ◽  
Test Scores ◽  
Research University ◽  
American College Test ◽  
Selective Medium ◽  
Retention Rates ◽  
Gear Up ◽  
Grade Point ◽  
Playing Field

Given the major investment in the Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) grant, rising postsecondary access, trends in poor persistence and retention rates, and the ongoing accountability measures in higher education, it is critical to examine factors related to postsecondary performance and persistence of GEAR UP students in comparison to their peers. College performance and persistence of 298 State GEAR UP students were compared with other first-time, first-year students (1,841) who entered a moderately selective, medium-sized public research university in Fall 2012. The GEAR UP students were more likely to be from disadvantaged, underrepresented backgrounds; despite less advantageous beginnings, they entered college with similar high school grade point average and Scholastic Assessment Test scores, though lower American College Test scores. Also, students’ first-term grade point average and credit loads served as predictors of persistence. Most importantly, GEAR UP students were just as likely to perform and persist as their peers.

Is All Parental “Noninvolvement” Equal? Barriers to Involvement and Their Relationship to Latino Academic Achievement

2017 ◽  
Vol 39 (2) ◽  
pp. 169-179 ◽  
Author(s):  
Jamie D. Alexander ◽  
Ronald B. Cox ◽  
Andrew Behnke ◽  
Robert E. Larzelere
Keyword(s):  
Academic Achievement ◽  
Parental Involvement ◽  
Grade Point Average ◽  
Parental Behavior ◽  
Latino Youth ◽  
Work Schedule ◽  
Grade Point ◽  
Negative Behaviors ◽  
The Impact

High parental involvement has consistently been shown to enhance academic achievement among Latino youth. Still, some youth continue to thrive academically despite low parental involvement. The Theory of Rationality suggests that the impact of even potentially negative behaviors depends on how the behavior is interpreted. To test the application of this theory to parental “noninvolvement” among Latinos, we assessed how adolescent rationales about their parents’ noninvolvement in their schooling affected grade point average (GPA). Results showed that parental lack of transportation and feeling unwelcomed at school as reasons for noninvolvement were significantly and negatively related to GPA, and conflict with work schedule was significantly and positively related to GPA. Other reasons for noninvolvement were not significantly associated with GPA. Findings indicate that the meaning adolescents attribute to parental behavior may be a stronger predictor of academic achievement than the amount of involvement alone.

Learning Processes and Academic Achievement of United Arab Emirates College Students

1994 ◽  
Vol 74 (3) ◽  
pp. 739-746 ◽  
Author(s):  
Mohamed A. Albaili
Keyword(s):  
College Students ◽  
High School ◽  
Academic Achievement ◽  
Multivariate Analysis ◽  
Grade Point Average ◽  
United Arab Emirates ◽  
Learning Processes ◽  
Deep Processing ◽  
Grade Point ◽  
Elaborative Processing

The purpose of the present investigation was to examine the relationships between scores on the learning processes assessed by the Inventory of Learning Processes and academic achievement assessed by high school average (HSA) and grade point average (GPA) for 124 undergraduate college students. Multivariate analysis of variance indicated that students with high HSAs tended to score higher on Deep Processing and Fact Retention scales than students with low HSAs. Students with high GPAs appeared to score higher on both Deep Processing and Elaborative Processing scales than students with low GPAs. Subsequent path analysis suggested that both Deep Processing and Elaborative Processing scales have direct associations with GPA.

scholarly journals Promoting Effects of Abilities While Enhancing Probability of College-Success: A Moderation Role of Higher Education

2021 ◽  
Vol 14 (2) ◽  
pp. 101-117
Author(s):  
Lemecha Wariyo ◽  
Amare Asgedom
Keyword(s):  
Higher Education ◽  
General Education ◽  
Grade Point Average ◽  
College Readiness ◽  
College Success ◽  
Entrance Examination ◽  
Education Student ◽  
Grade Point ◽  
Ex Post ◽  
Conditional Effect

Studies revealed that college readiness promotes college success and higher education student learning outcomes. This study opted to 1) analyze the total effect and the conditional effect of college readiness on college success by university generations and departments; 2) analyze the differences in the probability of college success across departments and university generations; 3) describe the quality of university generations in terms of the conditional effects and the probabilities of college success. The study is an ex post facto research. The Ethiopian 1st, 2nd, and 3rd generation universities; and the Ethiopian National Assessment and Evaluation Agency officers were the population of the study. The total sample size was 551. The Ethiopian General Education School Leaving Certificate Examination Grade Point Average, the Ethiopian Higher Education Entrance Examination score, and the College Cumulative Grade Point Average of the students were sources of the data. Using the Process Procedure for Software Package for Social Sciences, the binomial logistic regression was conducted. Maintaining the highest total conditional effect of college readiness on college success while heightening the probability of college success at a value of college readiness has been interpreted as a trait of the high performing university generation.

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