Using Noncognitive Assessment to Predict Academic Success for At-risk Students

Using Noncognitive Assessment to Predict Academic Success for At-risk Students PDF Author: Paul Orscheln
Publisher:
ISBN:
Category : Electronic Dissertations
Languages : en
Pages : 85

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Book Description
The purpose of this study was to determine if noncognitive variables, alone or in combination with standardized test score (ACT or SAT) and/or high school grade point average, can predict student success (first-semester grade point average, first to second year retention and five year graduation rate) for 154 academically at-risk college freshmen admitted into the Conditional Admissions Program (CAP) at the University of Central Missouri for the Fall 2007 semester. In this investigation, student success was defined as a first semester GPA of 2.0 or higher, retaining to the second year and graduating within a five year time frame. Through the six- question short answer-style Insight Resume, noncognitive attributes were evaluated based on each student's life experiences and what they learned from those experiences. Correlations were calculated measuring the relationship between the Insight Resume and the dependent variables. Findings revealed there were only slight correlations between Insight Resume score and earning a first semester GPA of 2.0 or greater, retaining from the first to the second year, and graduating in five years. In addition, logistic regression was used to measure the predictive value of the combination of the Insight Resume scores, HSGPA and composite ACT scores on predicting first semester GPA of 2.0 or higher, retention from year one to year two, or five year graduation rate. Results indicated that there was no indication any of the predictor variables significantly improved the ability to predict earning a first semester GPA of 2.0 or higher or whether a student would retain or graduate.

Using Noncognitive Assessment to Predict Academic Success for At-risk Students

Using Noncognitive Assessment to Predict Academic Success for At-risk Students PDF Author: Paul Orscheln
Publisher:
ISBN:
Category : Electronic Dissertations
Languages : en
Pages : 85

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Book Description
The purpose of this study was to determine if noncognitive variables, alone or in combination with standardized test score (ACT or SAT) and/or high school grade point average, can predict student success (first-semester grade point average, first to second year retention and five year graduation rate) for 154 academically at-risk college freshmen admitted into the Conditional Admissions Program (CAP) at the University of Central Missouri for the Fall 2007 semester. In this investigation, student success was defined as a first semester GPA of 2.0 or higher, retaining to the second year and graduating within a five year time frame. Through the six- question short answer-style Insight Resume, noncognitive attributes were evaluated based on each student's life experiences and what they learned from those experiences. Correlations were calculated measuring the relationship between the Insight Resume and the dependent variables. Findings revealed there were only slight correlations between Insight Resume score and earning a first semester GPA of 2.0 or greater, retaining from the first to the second year, and graduating in five years. In addition, logistic regression was used to measure the predictive value of the combination of the Insight Resume scores, HSGPA and composite ACT scores on predicting first semester GPA of 2.0 or higher, retention from year one to year two, or five year graduation rate. Results indicated that there was no indication any of the predictor variables significantly improved the ability to predict earning a first semester GPA of 2.0 or higher or whether a student would retain or graduate.

Noncognitive Skills in the Classroom

Noncognitive Skills in the Classroom PDF Author: Jeffrey A. Rosen
Publisher: RTI Press
ISBN: 1934831026
Category : Education
Languages : en
Pages : 216

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Book Description
This book provides an overview of recent research on the relationship between noncognitive attributes (motivation, self efficacy, resilience) and academic outcomes (such as grades or test scores). We focus primarily on how these sets of attributes are measured and how they relate to important academic outcomes. Noncognitive attributes are those academically and occupationally relevant skills and traits that are not “cognitive”—that is, not specifically intellectual or analytical in nature. We examine seven attributes in depth and critique the measurement approaches used by researchers and talk about how they can be improved.

Non-cognitive Skills and Factors in Educational Attainment

Non-cognitive Skills and Factors in Educational Attainment PDF Author: Myint Swe Khine
Publisher: Springer
ISBN: 9463005919
Category : Education
Languages : en
Pages : 437

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Book Description
This volume addresses questions that lie at the core of research into education. It examines the way in which the institutional embeddedness and the social and ethnic composition of students affect educational performance, skill formation, and behavioral outcomes. It discusses the manner in which educational institutions accomplish social integration. It poses the question of whether they can reduce social inequality, – or whether they even facilitate the transformation of heterogeneity into social inequality. Divided into five parts, the volume offers new insights into the many factors, processes and policies that affect performance levels and social inequality in educational institutions. It presents current empirical work on social processes in educational institutions and their outcomes. While its main focus is on the primary and secondary level of education and on occupational training, the book also presents analyses of institutional effects on transitions from vocational training into tertiary educational institutions in an interdisciplinary and internationally comparative approach.

The Chosen

The Chosen PDF Author: Jerome Karabel
Publisher: Houghton Mifflin Harcourt
ISBN: 9780618574582
Category : Education
Languages : en
Pages : 748

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Book Description
Drawing on decades of research, Karabel shines a light on the ever-changing definition of "merit" in college admissions, showing how it shaped--and was shaped by--the country at large.

Measuring Noncognitive Variables

Measuring Noncognitive Variables PDF Author: William Sedlacek
Publisher: Taylor & Francis
ISBN: 1000981282
Category : Education
Languages : en
Pages : 264

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Book Description
Co-published in association with Big Picture Learning.Measuring Noncognitive Variables: Improving Admissions, Success, and Retention for Underrepresented Students is written for admissions professionals, counselors, faculty and advisers who admit, teach, or work with students during the admissions process and post-enrollment period. It brings together theory, research and practice related to noncognitive variables in a practical way by using assessment methods provided at no cost. Noncognitive variables have been shown to correlate with the academic success of students of all races, cultures, and backgrounds. Noncognitive variables include personal and social dimensions, adjustment, motivation, and student perceptions, rather than the traditional verbal and quantitative areas (often called cognitive) typically measured by standardized tests.Key Features include:* Models that raise concepts related to innovation, diversity and racism in proactive ways* Examples of admission and post-enrollment applications that show how schools and programs can use noncognitive variables in a variety of ways * Additional examples from foundations, professional associations, and K-12 programs* An overview of the limitations of traditional assessment methods such as admission tests, grades, and courses takenEducation professionals involved in the admissions process will find this guide effectively informs their practice. This guide is also appropriate as a textbook in a range of courses offered in Higher Education and Student Affairs Masters and PhD programs.

Predicting Students' Academic Performance in College Using a New Non-cognitive Measure

Predicting Students' Academic Performance in College Using a New Non-cognitive Measure PDF Author: Sui Huang
Publisher:
ISBN:
Category :
Languages : en
Pages : 178

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Book Description
Abstract: There have been voluminous studies upon the potential predictive power of students' non-cognitive attributes such as self-confidence, motivation and student's interaction with institutions on their collegiate performance. While much effort have been put towards identifying the utilities of these attributes, little endeavors have been made to design a concise yet precise composite measure of all the collegiate performance-related non-cognitive attributes. Such measure could be beneficial not just to the future research studies about non-cognitive correlates of students' academic performance in college; it could also be more than informative to the admission officials in higher institutions. The initial intent of this study was to develop an instrument to measure relevant non-cognitive drivers of students' academic performance in college. A Meta analysis was conducted to guide the selection of non-cognitive constructs to include in the proposed instrument. Academic self-efficacy and achievement motivation were the two constructs that were shown to be significantly correlated with students' academic performance in college across research studies. Considering the momentum that student engagement is acquiring in evaluating the quality of higher institutions and predicting students' success in college, the author also included student engagement as one of the constructs to measure. Items were created for each of the aforementioned constructs by reviewing, selecting and revising the existing measures. Face and content validity were established through expert reviews. A forty item initial survey were sent out electronically in two mid-west higher institutions. 497 responses from two Ohio higher institutions were collected. Reliability of the proposed instrument was initially established based on Cronbach's alpha. Classical Test Theory and Item Response Theory as well as Exploratory Factor Analysis were conducted in the refinement of the instrument. Confirmatory Factor Analysis was utilized to validate the construct validity of the final survey, which was consist of the 20 selected items from the initial survey. A structural equation exploration was conducted after establishing the reliability and validity of the proposed survey with the intent of studying the added values of non-cognitive attributes on students' cumulative GPA in college after controlling for the influence of their prior success, which was measured by their high school GPA and SAT scores. Two hypothesized models were tested and compared. Results indicated that students' non-cognitive constructs (i.e. Academic self-efficacy, achievement motivation and student engagement) have significant influence on students' cumulative GPA in college while not taking into account their prior academic success. However, when students' prior academic success was included as covariate in the model, most of the aforementioned non-cognitive attributes were no longer significant predictors of their academic performance in college, which in other words could be interpreted that the aforementioned students' non-cognitive constructs are, to some degree, proxies of their prior academic success, which ultimately influence their performance in college.

Beyond the Big Test

Beyond the Big Test PDF Author: William E. Sedlacek
Publisher: Jossey-Bass
ISBN: 9781118660577
Category : Education
Languages : en
Pages : 0

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Book Description
William E. Sedlacek--one of the nation's leading authorities on the topic of noncognitive assessment--challenges the use of the SAT and other standardized tests as the sole assessment tool for college and university admissions. In Beyond the Big Test, Sedlacek presents a noncognitive assessment method that can be used in concert with the standardized tests. This assessment measures what students know by evaluating what they can do and how they deal with a wide range of problems in different contexts. Beyond the Big Test is filled with examples of assessment tools and illustrative case studies that clearly show how educators have used this innovative method to: * Select a class diverse on dimensions of race, gender, and culture in a practical, legal, and ethical way * Teach a diverse class employing techniques that reach all students * Counsel and advise students in ways that consider their culture, race, and gender * Award financial aid to students with potential who do not necessarily have the highest grades and test scores * Assess the readiness of an institution to educate and provide services for a diverse student body

Use of Non-cognitive Variables to Predict the Academic Persistence and Graduation of High-risk Students who are Admitted Using Special Admissions Standards

Use of Non-cognitive Variables to Predict the Academic Persistence and Graduation of High-risk Students who are Admitted Using Special Admissions Standards PDF Author: Steven Philip Carstens
Publisher:
ISBN:
Category :
Languages : en
Pages : 298

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The Prediction of Academic Success with High Risk Students

The Prediction of Academic Success with High Risk Students PDF Author: George S. Nagle
Publisher:
ISBN:
Category :
Languages : en
Pages : 176

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A Study of Eight Noncognitive Variables and Their Prediction of Academic Success Among Health Professions Students

A Study of Eight Noncognitive Variables and Their Prediction of Academic Success Among Health Professions Students PDF Author: Dana L. Dalton
Publisher:
ISBN:
Category : Academic achievement
Languages : en
Pages : 232

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Book Description