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Profiles Of Satisfaction And Frustration Of Undergraduate General Chemistry Students’ Basic Psychological Needs At The Beginning And End Of The Semester, Cara E. Worick Jan 2024

Profiles Of Satisfaction And Frustration Of Undergraduate General Chemistry Students’ Basic Psychological Needs At The Beginning And End Of The Semester, Cara E. Worick

Theses and Dissertations--Educational, School, and Counseling Psychology

The early college years represent an adjustment period characterized by motivational destabilization and academic and career-related uncertainty for many STEM majors (Robinson et al., 2019). Although students who begin college less academically prepared than their peers are at greater risk of struggling in introductory STEM courses, many still struggle in these courses despite adequate academic preparation (Perez et al., 2014). Self-determination theory proposes that motivation, optimal functioning, and psychological well-being occur through the satisfaction, as opposed to the frustration, of three basic psychological needs for autonomy, competence, and relatedness (Ryan & Deci, 2020). Although many studies in educational settings demonstrate …


Evaluating A Rapid Coaching Intervention That Includes Interdisciplinary Collaboration: Teaching A Parent Naturalistic Strategies, Lauren Reiss Jan 2023

Evaluating A Rapid Coaching Intervention That Includes Interdisciplinary Collaboration: Teaching A Parent Naturalistic Strategies, Lauren Reiss

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

Parents of young children with or at risk for disabilities face added stress and challenges every day. This study implemented a rapid coaching intervention to teach a parent naturalistic language interventions such as mapping language onto their child's play, narrating their own play, and arranging the environment. In addition, parents were trained to use a milieu teaching procedure. In addition, a pre-service behavior interventionist and speech-language pathologist collaborated on selecting instructional targets for the child.


A Multilevel Nonlinear Approach Of Piecewise Regression For Detecting Turning Points: Developing An Alternative Platform With An Application Of Timss, Jing Zhang Jan 2023

A Multilevel Nonlinear Approach Of Piecewise Regression For Detecting Turning Points: Developing An Alternative Platform With An Application Of Timss, Jing Zhang

Theses and Dissertations--Education Sciences

Studies in recent years have explored the methods of identifying the turning points when dealing with the non-linear relationship. Four approaches applied by researchers, the eyeball approach, the establishment approach, the theory-driven approach, and the data-driven approach, are all under the traditional piecewise regression framework when seeking turning points. Thus, the purpose of this study is to introduce a multilevel piecewise regression model to identify the turning point beyond the traditional piecewise regression, as a completely non-linear approach.

Data used for this study is TIMSS 2019 United States sample. TIMSS is a project guided by the International Association for the …


College Students’ Self-Regulation In Asynchronous Online Courses During Covid-19: A Convergent Mixed Methods Approach, Jaeyun Han Jan 2022

College Students’ Self-Regulation In Asynchronous Online Courses During Covid-19: A Convergent Mixed Methods Approach, Jaeyun Han

Theses and Dissertations--Educational, School, and Counseling Psychology

The purpose of this dissertation study was to use a convergent mixed methods approach to understand college students’ self-regulation in asynchronous online courses in Fall 2020. Since the start of the COVID-19 pandemic, asynchronous online modalities have been more broadly utilized in higher education. Although undergraduate students can have greater flexibility in how they engage with their courses, students may regulate their learning differently when facing a web-based instructional modality, which may affect their academic performance. According to Bandura’s social cognitive theory, students’ beliefs in their self-regulatory capabilities are interdependent with self-regulatory behaviors. In particular, academic procrastination has been often …


Framing Early Adolescents’ Self-Efficacy Development: Precursors To The Sources Of Math Self-Efficacy, Calah J. Ford Jan 2021

Framing Early Adolescents’ Self-Efficacy Development: Precursors To The Sources Of Math Self-Efficacy, Calah J. Ford

Theses and Dissertations--Educational, School, and Counseling Psychology

Self-efficacy, the beliefs learners hold about what they can do, develops largely from how learners perceive and interpret four main sources of information: mastery experiences, vicarious experiences, social persuasions, and physiological states. Although researchers have shown a relationship between these sources and math self-efficacy, less is known about the factors that may influence how early adolescent learners perceive and interpret information from these sources. The purpose of this dissertation was to investigate two possible factors (i.e., perfectionism, performance-related factors) that might predict how learners perceive efficacy-relevant information in the domain of math. Study 1 used a correlational design to investigate …


“I Felt Seen”: A Mixed-Methods Investigation Of Culturally Responsive Teaching In Postsecondary Education, Caiti Siobhan Griffiths Jan 2021

“I Felt Seen”: A Mixed-Methods Investigation Of Culturally Responsive Teaching In Postsecondary Education, Caiti Siobhan Griffiths

Theses and Dissertations--Educational, School, and Counseling Psychology

Instructors’ beliefs and behaviors shape students’ learning environments (Bandura, 2007). Culturally responsive teaching can make instruction more relevant and supportive to historically marginalized students (Gay, 2000, 2018). Instructor support and care for students are important to undergraduate persistence (Tinto, 1986, 1993). However, White postsecondary instructors may not feel prepared to use culturally responsive teaching (Heitner & Jennings, 2016; Sue et al., 2009). This study used a sequential mixed-methods design to examine postsecondary instructors’ self-perceptions, and students’ lived experiences, related to culturally responsive teaching. In Fall 2020, instructors (N = 99) rated their self-efficacy for culturally responsive teaching on a …


A Comparative Study Of Stress, Trauma, Well-Being, And Future Orientation Among Community College Students, Melinda A. Lemaster Jan 2021

A Comparative Study Of Stress, Trauma, Well-Being, And Future Orientation Among Community College Students, Melinda A. Lemaster

Theses and Dissertations--Family Sciences

This study measured perceived stress, past trauma, well-being, and future orientation in a sample of community college students located in the Southeast United States. The sample included 412 participants (78%) female; 59% of student participants reported living in a rural community and 41% in a non-rural community. The mean age was 22 for 70% of participants, while 30% were over age 30. Framed by Family Stress Theory and Human Ecological Systems Theory, the study tested whether rural college students would report higher levels of stress, more past trauma, lower well-being and future orientation when compared with non-rural students. In addition, …


Teacher Perceptions Of School Climate: A New Instrument And Validity Study, Rui Jin Jan 2021

Teacher Perceptions Of School Climate: A New Instrument And Validity Study, Rui Jin

Theses and Dissertations--Education Sciences

The United States government has growingly emphasized school climate, as it has been involved as an accountability indicator in the Every Student Succeeds Act. However, there remains considerable debate on both conceptualizing and measuring school climate. Moreover, teachers, a critical informant of school climate, have been ignored because most previous studies have paid attention to the students.

To better inform the research and practice related to the teacher perceptions of school climate and its measurement, this dissertation first identified the related instruments in the literature. The results showed only one survey measured three domains of school climate (academic climate, community, …


Is Seeing Believing? Leveraging Modality And Similarity In A Belonging Intervention, Xiao-Yin Chen Jan 2020

Is Seeing Believing? Leveraging Modality And Similarity In A Belonging Intervention, Xiao-Yin Chen

Theses and Dissertations--Educational, School, and Counseling Psychology

Students who feel a greater sense of belonging in college often experience more positive academic outcomes. Social-psychological interventions have been shown to improve students’ sense of belonging. However, few studies have examined the social cognitive mechanisms through which interventions work. The purpose of this study was to investigate the influence of two such mechanisms—delivery modality and students’ perceived similarity to peer models—on the efficacy of a narrative-based, social belonging intervention. First-year students (N = 1,329) from a public, land-grant university in the southeastern U.S. were randomly assigned to a social belonging intervention (i.e., a video- or written-based narrative from peers …


Measuring Postsecondary Students’ Sense Of Belonging: Psychometric Investigations Into Student Demographics And Course Delivery Contexts, John Eric M. Novosel-Lingat Jan 2020

Measuring Postsecondary Students’ Sense Of Belonging: Psychometric Investigations Into Student Demographics And Course Delivery Contexts, John Eric M. Novosel-Lingat

Theses and Dissertations--Educational, School, and Counseling Psychology

Research suggests sense of belonging in academic contexts influences student academic outcomes and well-being. Instruments (i.e., surveys, questionnaires) developed to measure sense of belonging mainly focus on the experience of students in middle grades. Few instruments measure sense of belonging experienced by postsecondary students, despite many colleges and universities seeking to improve retention, persistence, and graduation by addressing this complex construct. Furthermore, the rapid growth of online courses necessitates and presents an opportunity to employ psychometric investigations to explore the sense of belonging experienced by both face-to-face and online students. The first of the two studies conducted for this dissertation …


A Bifactor Approach To Dimensionality Assessment, David Michael Dueber Jan 2020

A Bifactor Approach To Dimensionality Assessment, David Michael Dueber

Theses and Dissertations--Education Sciences

Bifactor confirmatory factor analysis models and statistical indices computed from them have previously been used to provide evidence for the appropriateness of utilizing a unidimensional interpretation of multidimensional data. However, the ability of bifactor indices to aid in the assessment of subscore strength has not been investigated.

A simulation study was conducted to relate bifactor indices to the strength of subscores corresponding to specific factors. The bifactor indices OmegaHS and ECVSS were found to be strongly predictive of subscore strength conditional upon OmegaS. The number of factors was also found to play a minor role in this relationship. Cutoffs …


A Systematic Review Of Peer-Mediated Interventions And Topic Maintenance For Individuals With Autism Spectrum Disorder, Alyssa Colston Jan 2020

A Systematic Review Of Peer-Mediated Interventions And Topic Maintenance For Individuals With Autism Spectrum Disorder, Alyssa Colston

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

The purpose of the study was to evaluate the current literature on the use of peer mediated instruction to address topic maintenance for indiviuals with autism spectrum disorder (ASD). A literature review using the standards recommended by the What Works Clearinghouse was conducted. The studies included in the review met the following criteria: (a) use of SCRD; (b) inclusion of at least one participant with ASD as defined by the Diagnostic and Statistical Mental Disorders, 4th edition, Text Revision (American Psychiatric Association, 2000) or DSM-5 diagnosis of ASD; (c) examination of the use of peer instruction containing any of the …


Predicting Pre-Service Teachers’ Self-Efficacy In Content Area Reading: A Multiple Regression Analysis, Fatih Destebasi Jan 2020

Predicting Pre-Service Teachers’ Self-Efficacy In Content Area Reading: A Multiple Regression Analysis, Fatih Destebasi

Theses and Dissertations--Education Sciences

The main purpose of this study was to predict secondary and middle school pre-service teachers’ self-efficacy in content area reading by using demographic, academic achievement, literacy methods courses, faculty support, preparedness for content area reading, and attitudes toward teaching reading in content classrooms as variables. Based on that purpose, this study was guided by the following research question: What are the predictors of secondary and middle school pre-service teachers’ self-efficacy in content area reading among variables from verbal persuasion of teacher education faculty, preparedness for content area reading, attitudes toward teaching reading in content classrooms, number of literacy method courses, …


Assessing The Performance Of Two Procedures For Detecting Differential Item Functioning Within The Multilevel Partial Credit Model, Carol Hanley Jan 2020

Assessing The Performance Of Two Procedures For Detecting Differential Item Functioning Within The Multilevel Partial Credit Model, Carol Hanley

Theses and Dissertations--Education Sciences

This is a simulation study that evaluates the performances of two models for the detection of uniform differential item functioning (DIF). Simulated data are generated by a multilevel partial credit model (MLPCM). The purpose of this study was to compare the accuracy of two DIF detection procedures, hierarchical ordinal logistic regression (HOLR) for multilevel data and multilevel generalized Mantel-Haenszel (MGMH: French & Finch, 2013; French, Finch, & Imekus, 2019). Conditions manipulated were the number of participants per cluster (20, 40), number of clusters (50, 100, 200), DIF magnitude (0, .4, .8), and magnitude of intraclass correlation coefficient (.05, .25, .45). …


Can Less Be More? Study Load And Its Effect On Science Achievement Among Chinese Eighth-Grade Students, Xian Wu Jan 2020

Can Less Be More? Study Load And Its Effect On Science Achievement Among Chinese Eighth-Grade Students, Xian Wu

Theses and Dissertations--Education Sciences

The present study addressed a core research question of “Can less be more?” concerning study load, which has become increasingly worrisome and controversial around the world. This idea reflects the philosophy of pursuing efficiency and effectiveness on learning, namely that a lighter study load may result in more successful academic achievement. The study adopted the IPO (input-process-output) model to address five interrelated research questions: 1) What are the structural characteristics of study load? 2) Is there any individual difference in study load? 3) What are the characteristics of teachers and schools under which students tend to have a heavier study …


Typical Peers’ Perceived Self-Efficacy Towards Including Students With Autism Spectrum Disorder, Elizabeth A. Caldwell Jan 2019

Typical Peers’ Perceived Self-Efficacy Towards Including Students With Autism Spectrum Disorder, Elizabeth A. Caldwell

Theses and Dissertations--Educational, School, and Counseling Psychology

One in 59 children is identified as having an Autism spectrum disorder (ASD). The Individuals with Disabilities Education Act (IDEA) mandates that students with disabilities be educated in the general education setting with typical peers to the maximum extent possible. This practice of inclusion has led to increased social-isolation and peer rejection among students with ASD. Research suggests inclusion alone without implementing peer intervention training is ineffective in fostering positive interactions between students with ASD and their typical peers. Therefore, the purpose of this study is to contribute to the literature by evaluating a peer educational intervention designed to promote …


Measuring Police Officer Self-Efficacy For Working With Individuals With Autism Spectrum Disorder, Abigail M. A. Love Jan 2019

Measuring Police Officer Self-Efficacy For Working With Individuals With Autism Spectrum Disorder, Abigail M. A. Love

Theses and Dissertations--Educational, School, and Counseling Psychology

Autism spectrum disorder (ASD) is currently one of the most researched of all childhood developmental disorders and is receiving attention in many domains including popular media, social sciences, education, and medicine. The purpose of this dissertation was to design and provide initial psychometric evidence for a scale that measures police officer self-efficacy for working with individuals with ASD. Psychometric properties of a scale designed to measure knowledge of ASD were also explored. Data from 620 police officers actively serving in the United States were collected in two separate phases. A 13-item scale was created to measure police officer self-efficacy for …


Believing In Achieving: Examining African American Women’S Doctoral Attainment, Reshanta Camea Hazelbaker Jan 2019

Believing In Achieving: Examining African American Women’S Doctoral Attainment, Reshanta Camea Hazelbaker

Theses and Dissertations--Educational, School, and Counseling Psychology

This research explored the intersectionality of race, class, and gender within the sources of self-efficacy (Bandura, 1997) underlying the socialization messages influencing African American women’s doctoral attainment beliefs. Twenty African American female/woman doctoral achievers completed an online survey, consisting of open-ended and multiple-choice response items, designed to identify and explore the sources of self-efficacy influencing African American women’s doctoral attainment beliefs. Eleven participants participated in focus interviews to expand upon and clarify initial survey responses.

Thematic analysis (Braun & Clarke, 2006) and tenets of critical race theory (Ladson-Billings & Tate, 1995; McCoy & Rodricks, 2015) were used to analyze the …


At The Heart Of Policies And Programs: Community College Faculty Members And Peer Mentors As Human Levers Of Retention, Kimberly Russell Jan 2019

At The Heart Of Policies And Programs: Community College Faculty Members And Peer Mentors As Human Levers Of Retention, Kimberly Russell

Theses and Dissertations--Educational Policy Studies and Evaluation

Student attrition prior to the completion of a credential is an issue that has increasingly demanded the attention of stakeholders in higher education, particularly in the community college sector, in which less than half of all students complete a credential after six years. The costs of student attrition are high and widespread, ranging from the financial costs for institutions and federal and state governments to the personal and monetary costs paid by those students whose personal and professional goals are not achieved. With the ever-increasing focus on accountability for institutions of higher education and the growing movement toward performance-based funding, …


Beliefs About Self-Control And Regulation: Do They Matter For College Performance?, Cara E. Worick Jan 2018

Beliefs About Self-Control And Regulation: Do They Matter For College Performance?, Cara E. Worick

Theses and Dissertations--Educational, School, and Counseling Psychology

Students who are good self-regulators have higher motivation and achievement than those who are not. The beliefs students hold influence the goals they set, how they regulate learning, their motivation, and their subsequent actions. Beliefs about one’s own willpower (the capacity to exert self-control in everyday life) have been shown to affect individuals’ self-regulation. Willpower has been conceptualized as a limited resource that is easily depleted in demanding situations. However, some researchers have shown that individuals’ beliefs about willpower capacity (i.e., as finite or abundant), and not their actual willful acts, are more predictive of self-regulated behavior. Researchers have similarly …


A Tale Of Two Contexts: Mathematics Self-Efficacy Development Among Rural And Urban Students, Brianna L. Weidner Jan 2018

A Tale Of Two Contexts: Mathematics Self-Efficacy Development Among Rural And Urban Students, Brianna L. Weidner

Theses and Dissertations--Educational, School, and Counseling Psychology

Self-efficacy, or a belief in one’s ability to complete a task, has been shown to predict student success and persistence. Rural students have a history of lower college enrollment and degree attainment than urban students. However, no studies have compared self-efficacy or its sources across rural and urban groups. The purpose of this study is to examine differences in how rural and urban middle school students develop self-efficacy and self-efficacy for self-regulated learning in the domain of math. Data were collected from 174 rural students and 1743 urban students in grades 6-8 in the southeastern United States. Measurement invariance analyses …


Affect, Motivation, And Engagement In The Context Of Mathematics Education: Testing A Dynamic Model Of Interactive Relationships, Shanshan Hu Jan 2018

Affect, Motivation, And Engagement In The Context Of Mathematics Education: Testing A Dynamic Model Of Interactive Relationships, Shanshan Hu

Theses and Dissertations--Educational, School, and Counseling Psychology

The present study tested the interactive model of affect, motivation, and engagement (Linnenbrink, 2007) in mathematics education with a nationally representative sample. Self-efficacy, self-concept, and anxiety were indicators of pleasant and unpleasant affect. Intrinsic and extrinsic motivation were indicators of mastery and performance approach. Persistence and cognitive activation were indicators of behavioral and cognitive engagement. The 2012 Programme for International Student Assessment (PISA) supplied a sample of 4,978 students from the United States for structural equation modeling. The results indicated that PISA data overall supported the interactive model. Specifically, PISA data completely supported the specification of the relationship between motivation …


Examining Academic Resilience Factors Among African American High School Students, Natasha L. Murray Jan 2018

Examining Academic Resilience Factors Among African American High School Students, Natasha L. Murray

Theses and Dissertations--Educational, School, and Counseling Psychology

Public school systems in America continue to show unequal learning outcomes for African American students. This investigation seeks to understand salient factors that are critical and essential to the process of increasing the probability of academic resilience (success) among African American students. Academic resilience is defined as "the process of an individual who has been academically successful, despite the presence of risk factors (i.e., single parent family, low future aspirations, and low teacher expectation) that normally lead to low academic performance" (Morales & Trotman, 2011, p.1). Using the baseline data from the Educational Longitudinal Study (ELS: 2002), a multilevel logistic …


Assessing Stem Literacy In An Informal Learning Environment, Maureen Ann Lafemina Cavalcanti Jan 2017

Assessing Stem Literacy In An Informal Learning Environment, Maureen Ann Lafemina Cavalcanti

Theses and Dissertations--Education Sciences

This mixed methods study investigated methods for assessing STEM literacy amongst middle grades students participating in an informal learning environment, specifically, a summer STEM camp. Adopting a situated perspective on STEM literacy, this dissertation employed psychometric techniques and discourse analysis to answer the overarching research question: How can STEM literacy amongst middle school students be assessed in the context of a summer STEM camp? An integrated review of literacy within and across STEM disciplines first offered a new direction for conceptualizing STEM literacy. With this understanding, subsequent research methods applied novel approaches for investigating STEM literacy in the context of …


Teaching Social Skills To Individuals With Comorbid Down Syndrome And Autism Spectrum Disorder: A Single-Subject Design Study, Matthew A. Cody Davis Jan 2017

Teaching Social Skills To Individuals With Comorbid Down Syndrome And Autism Spectrum Disorder: A Single-Subject Design Study, Matthew A. Cody Davis

Theses and Dissertations--Educational, School, and Counseling Psychology

Social skills are important for building and maintaining relationships, effective communication, and providing appropriate responses within social contexts. Deficits in social skills are often exhibited in individuals with comorbid Down syndrome (DS) and autism spectrum disorder (ASD). Peer-delivered interventions and other behavioral techniques for teaching specific social skills show effectiveness; however, the paucity of intervention research including individuals with DS-ASD has resulted in little guidance for how best to teach social skills and ensure generalization and maintenance. In the present study, a multiple probe study across behaviors, replicated across participants, assessed the effectiveness of peer-delivered simultaneous prompting in teaching socials …


Learning Spaces And Self-Efficacy In Undergraduate Statistics, Renae Mantooth Jan 2017

Learning Spaces And Self-Efficacy In Undergraduate Statistics, Renae Mantooth

Theses and Dissertations--Educational, School, and Counseling Psychology

Learning environment research has typically focused on factors other than the physical environment (e.g., student/teacher relationships, organizational structure). This study investigated the relationship between the physical classroom environment and entry-level undergraduate statistics students’ (N = 844) academic beliefs and performance. Students were taught in either a technology-enhanced active learning classroom or a traditional lecture hall. This study investigated how undergraduate students in an entry level statistics course a) perceived the importance of the physical learning environment, b) conveyed expectations for and experiences of active engagement within that environment, and c) self-reported their personal capability judgments. Data were analyzed by …


“I Wonder What You Think Of Me”: A Qualitative Approach To Examining Stereotype Awareness In Appalachian Students, Chelsea G. Adams Jan 2017

“I Wonder What You Think Of Me”: A Qualitative Approach To Examining Stereotype Awareness In Appalachian Students, Chelsea G. Adams

Theses and Dissertations--Educational, School, and Counseling Psychology

Historically, Appalachia has been stereotyped as being a culture bred in poverty and ignorance. Much research has shown that stereotyping reveals a pattern of behavioral change and an impact on psychological well-being for the stereotyped (e.g., Pinel, 1999; Woodcock, Jernandez, Estrada, & Schultz, 2012), and has largely been centered on race and gender (e.g., Byrnes, 2008; Tuckman & Monetti, 2011). Less is known about the development of culture-specific stereotypes such as those related to Appalachians – a highly stigmatized group (Daniels, 2014; Otto, 2002). The purpose of this study was to gain an understanding of how adolescents in rural Appalachia …


The Exploration Of Teacher Efficacy And Influences Of Context At Two Rural Appalachian High Schools, Justin Aaron Blevins Jan 2017

The Exploration Of Teacher Efficacy And Influences Of Context At Two Rural Appalachian High Schools, Justin Aaron Blevins

Theses and Dissertations--Educational Policy Studies and Evaluation

This study examines teachers’ sense of personal and collective efficacy in two similar schools in Appalachian communities that achieved different results regarding students’ accountability test scores. Prior work in teacher efficacy, which is predominantly quantitative, is extended by the addition of teacher interviews that explore how teachers define the problems they face regarding student performance and how they work individually and collectively on strategies to support students’ success. The findings support that teachers with higher levels of efficacy in their work are associated with higher levels of student success. Further, the study offers insights into how teachers perceive problems and …


Longitudinal Analysis For Ordinal Data Through Multilevel And Item Response Modeling: Applications To Child Observation Record (Cor), Zijia Li Jan 2016

Longitudinal Analysis For Ordinal Data Through Multilevel And Item Response Modeling: Applications To Child Observation Record (Cor), Zijia Li

Theses and Dissertations--Educational, School, and Counseling Psychology

The large proportion of children from low SES backgrounds and the increasing achievement gap between disadvantaged children and their more advantaged peers are beckoning national attention to investment in early childhood education (Reid, Kagan, Hilton, & Potter, 2015). As evidenced in many research studies (e.g., Heckman & Masterov, 2007), early childhood experiences are critical to the development of children. High-quality early learning is necessary for children, especially disadvantaged children, to narrow the school readiness gap and to build a foundation for more advanced academic, social, and cognitive skills. Importantly, high quality assessment tools (i.e., reliability and validity evidence supporting the …


Am I Able To Predict How I Will Do? Examining Calibration In An Undergraduate Biology Course, Trisha A. Turner Jan 2016

Am I Able To Predict How I Will Do? Examining Calibration In An Undergraduate Biology Course, Trisha A. Turner

Theses and Dissertations--Educational, School, and Counseling Psychology

Students who are self-regulated are more likely to succeed academically, whereas students who have deficiencies in their learning have been recognized as having a lack of metacognitive awareness (Valdez, 2013; Zimmerman, 2002). If students are metacognitively unaware in large introductory courses, they may have difficulty knowing when to self-regulate and modify their learning (Lin & Zabrucky, 1998; Stone, 2000). One manner in which researchers have assessed students’ metacognitive awareness is by asking students to estimate how they think they will do on tasks compared to their actual performance, known as calibration. The purpose of this study was to examine students’ …