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Articles 1 - 30 of 219
Full-Text Articles in Special Education and Teaching
Effects Of Peer-Mediated Constant Time Delay Instruction On Science Vocabulary Acquisition For Students With Moderate Intellectual Disabilities, Amy S. Roberts
Effects Of Peer-Mediated Constant Time Delay Instruction On Science Vocabulary Acquisition For Students With Moderate Intellectual Disabilities, Amy S. Roberts
Electronic Theses and Dissertations
This study examined the effectiveness of combining peer-mediated embedded instruction with constant time-delay (CTD) procedures to improve Agriscience vocabulary learning among secondary students with moderate intellectual disability who were educated in an inclusive Agriscience classroom. A multiple-probe across participants design was conducted with three students with moderate intellectual disability. Trained peer tutors provided embedded vocabulary instruction during naturally occurring classroom activities. Results showed an increase in independent correct responding for all participants following the implementation of the intervention. Procedural fidelity, interobserver agreement, Tau-U effect size, and social validity data further demonstrated that the intervention was implemented consistently and was viewed …
Navigating Preparation: A Qualitative Exploration Of Special Education Teachers' Experiences Supporting Students With Disabilities In Transition To Post-School Life, Carrie Ann Friend
Navigating Preparation: A Qualitative Exploration Of Special Education Teachers' Experiences Supporting Students With Disabilities In Transition To Post-School Life, Carrie Ann Friend
Electronic Theses and Dissertations
Transition-focused instruction is a critical component of special education services intended to prepare students with disabilities for postsecondary education, employment, and independent living. Although federal legislation such as the Individuals with Disabilities Education Act (IDEA) requires transition planning beginning in secondary school, prior research indicates that many special education teachers feel inadequately prepared to implement transition-focused instruction effectively. Existing literature has largely examined transition outcomes for students and programmatic compliance, while less attention has been given to teachers’ lived experiences implementing transition services within school contexts. The purpose of this qualitative narrative inquiry study was to explore how high school …
Induction Programming For Novice Special Education Directors: The Significance Of Informal Supports In The Absence Of Formal Structures, Julie E. Rottier-Lukens
Induction Programming For Novice Special Education Directors: The Significance Of Informal Supports In The Absence Of Formal Structures, Julie E. Rottier-Lukens
Electronic Theses and Dissertations
The role and responsibilities of a special education director are unique and highly complex when compared to other district-level leadership roles. Since the Individuals with Disabilities Education Act (IDEA) passed in 1975, states gradually increased requirements for certification of these administrative roles, more clearly defining the criteria and standards to incorporate within preparation programs. Despite improvements in preparation programs for special education directors, there continues to be variation in preparation and certification requirements across states and persistent challenges with shortages of special education directors. After completing a preparation program, what support exists for novice special education directors to help them …
Disproportionality And Possibilities: State-Level Policy Recommendations For Special Education Oversight In A Shifting Federal Landscape, Amanda B. Roberts
Disproportionality And Possibilities: State-Level Policy Recommendations For Special Education Oversight In A Shifting Federal Landscape, Amanda B. Roberts
Electronic Theses and Dissertations
This study employed a convergent parallel mixed-methods design to explore how U.S. states identify and respond to disproportionality in special education within a shifting federal policy landscape. As uncertainty surrounds the future role of the U.S. Department of Education, questions have emerged about states’ capacity to safeguard educational equity. Without federal oversight, states would assume responsibility for maintaining protections for students with special needs, making it critical to strengthen safeguards for marginalized and underresourced populations.
This study analyzed the current special education governance structures nationwide to inform equity-oriented policy and practice recommendations. Quantitative data were collected from Individuals with Disabilities …
Listening To Those Who Stay: Support Systems Influencing Special Education Teacher Retention, Carol Jean Dawson
Listening To Those Who Stay: Support Systems Influencing Special Education Teacher Retention, Carol Jean Dawson
Electronic Theses and Dissertations
Retention among special education teachers is a constant challenge across the country. Educators in these positions often have heavy workloads, emotionally demanding responsibilities, and complex caseloads leading to burnout and high turnover rates. Despite these challenges, most of them persevere in the field for extended periods, which indicate that robust and effective support systems are essential to aiding their commitment. In examining this phenomenon, this qualitative study focused on the lived experiences of six special education teachers who worked in the same school setting for a minimum of five years with the aim of identifying support structures that affect motivation, …
Perceptions Of Effective Co-Teaching Partnerships In High School Inclusive Classrooms, Korri-Lee S. Wood
Perceptions Of Effective Co-Teaching Partnerships In High School Inclusive Classrooms, Korri-Lee S. Wood
Electronic Theses and Dissertations
The purpose of this qualitative study was to examine the characteristics and contextual factors that general education and special education teachers perceive as essential for effective co-teaching partnerships in high school inclusive classrooms. The study, which involved in-depth interviews with general and special education teachers in co-teaching partnerships, was conducted within a constructivist paradigm to shed light on interpersonal, communicative, and systemic variables that contribute to a positive, productive co-teaching experience. Purposeful sampling was employed to select general and special education teachers who were part of co-teaching partnerships. Thematic analysis was used to analyze data from semi-structured interviews, and an …
The Influence Of Intervention Strategies On Students With Disabilities Who Exhibit Challenging Behaviors In Rural Public Schools: Teacher Perceptions, Ben B. Robertson
The Influence Of Intervention Strategies On Students With Disabilities Who Exhibit Challenging Behaviors In Rural Public Schools: Teacher Perceptions, Ben B. Robertson
Electronic Theses and Dissertations
This phenomenological qualitative study addressed rural teachers' perceptions of the influence of intervention strategies on students with disabilities who exhibit challenging behaviors. The purpose of this study was to examine teachers’ perceptions of the effect of intervention strategies on academic achievement, student behavior outcomes, and teacher self-efficacy through the lens of Bandura’s Social Cognitive Theory. This theory is a complex, dynamic interaction among people, their behaviors, and their environments. Data collection included 14 individual interviews, conducted on Zoom with educators from one school district in Southern Virginia, including seven general education teachers and seven special education teachers. Data analysis strategies …
Perceptions Of Rural School Resource Officers On Training, Roles, And Interactions With Students In Special Populations, Mary Jane M. Allen
Perceptions Of Rural School Resource Officers On Training, Roles, And Interactions With Students In Special Populations, Mary Jane M. Allen
Electronic Theses and Dissertations
This qualitative inductive study was conducted with rural school districts located in the Middle Grand Division of Tennessee. School Resource Officers' (SROs) and K–12 school administrators’ perceptions of their roles were assessed. Perceptions of school policing from both samples were assessed regarding SRO training, roles, and expectations for working with school law enforcement officials. This also included respondents' views on how students with disabilities are treated. The research conducted in rural Middle Tennessee counties examined SROs’ and K–12 administrators’ perceptions through data collected from in-depth open-ended interviews and a pre-written analysis. The proliferation of police officers assigned to schools beginning …
Empowering Futures: An Examination Of Educator Perceptions In Supporting Students With Disabilities In Post-Secondary Transition, Carlinda J. Spehar-Shaw
Empowering Futures: An Examination Of Educator Perceptions In Supporting Students With Disabilities In Post-Secondary Transition, Carlinda J. Spehar-Shaw
Electronic Theses and Dissertations
The purpose of this phenomenological qualitative study was to examine educators' perceptions of their roles in students' post-secondary transition. Federal mandates require special education teachers to be key components in supporting students during this process. The literature examines the multifaceted components of the transition process, including Kohler’s Taxonomy 2.0 and Schlossberg’s Transition Framework.
Data were collected using a one-on-one, semi-structured interview protocol to examine educators' perceptions of their roles in students' post-secondary transition. This strategy allowed the researcher to understand the participants' backgrounds and experiences while analyzing perceptions of their role in the post-secondary transition. A pre-designed set of interview …
Effectiveness Of Picture Exchange Communication System On Functional Communication For Saudi Children With Autism Spectrum Disorder (Asd), Mohammed Albahrani
Effectiveness Of Picture Exchange Communication System On Functional Communication For Saudi Children With Autism Spectrum Disorder (Asd), Mohammed Albahrani
Electronic Theses and Dissertations
Autism Spectrum Disorder (ASD) is a complex neurodevelopmental disorder characterized by restricted interests, repetitive or inflexible behaviors, and challenges with communication and socialization (Flannery & Wisner-Carlson, 2020). Children with expressive communication disorders, including those with ASD, can benefit from using Augmentative and Alternative Communication (AAC) as a tool to improve their communication skills (Chazin et al., 2016). The AAC approach helps them learn and communicate more effectively by addressing various needs, such as making requests, commenting, or responding to questions (Mirenda, 2001). Many families, special education classrooms, and inclusive settings have adopted the Picture Exchange Communication System (PECS), an evidence-based …
Examining The Effects Of Video Modeling To Enhance Culturally Specific Social Greeting Skills In Preschoolers With Asd In Saudi Arabia, Sarah Alzahrani
Examining The Effects Of Video Modeling To Enhance Culturally Specific Social Greeting Skills In Preschoolers With Asd In Saudi Arabia, Sarah Alzahrani
Electronic Theses and Dissertations
A lack of social communication skills, including initiation and responding, has been a prominent characteristic of children diagnosed with ASD (Kanner, 1943; Kroeger et al., 2007). Enhancing these skills in children with ASD during early childhood is crucial to their future relationships, friendships, participation in communal activities, and overall lowering the likelihood of adverse long-term effects, giving significance to this age as a pivotal period for enhancing various skills (Hart Barnett, 2018). Failure to provide interventions to address social communication in children with ASD, specifically in cultures that value this skill, can impede their integration into that society. Thus, this …
Exploring The Potential Effects Of Read Naturally Live To Support Reading Fluency Development In Diverse Learners, Jovonne Tabb
Exploring The Potential Effects Of Read Naturally Live To Support Reading Fluency Development In Diverse Learners, Jovonne Tabb
Electronic Theses and Dissertations
The ability to comprehend and apply knowledge learned through reading is fundamental for individuals to become successful and productive citizens in society. The inability to read fluently and accurately with appropriate pacing and expression significantly inhibits text comprehension. Research suggests that children who do not develop reading fluency are more likely to experience learning and comprehension difficulties throughout their academic careers (Lange, 2019). Computer-assisted interventions (CAI) have demonstrated effectiveness in advancing students' reading fluency, particularly for those at risk of developing reading disabilities or those already diagnosed with reading difficulties. However, a significant gap exists in research examining CAI effectiveness …
Behavior Analytic Food Reinforcement Use And Guidelines In Interventions For Children With Autism, Christopher Rogers
Behavior Analytic Food Reinforcement Use And Guidelines In Interventions For Children With Autism, Christopher Rogers
Electronic Theses and Dissertations
Reinforcers create opportunities to increase behaviors in applied behavioral analysis, with healthy and unhealthy foods offering high reinforcing value. The use of food raises ethical and health concerns, so researchers and behavior analysts often avoid food reinforcement altogether. Kronfli et al. (2024) indicate healthy food alternatives bring about similar rates of responding as snack foods, potentially reducing ethical and health concerns. This research presents the question: To what degree are food reinforcers used in behavioral interventions for children with autism spectrum disorder? This review analyzes behavioral research articles containing the words “food,” “edible,” “autism,” and “children” in the context of …
Practices To Possibility: A Narrative Inquiry Examining Practices Supporting Post-School Outcomes For Students With Disabilities, Joshua Reese
Electronic Theses and Dissertations
The purpose of this qualitative narrative inquiry was to examine how educators in high-performing districts that met or exceeded state targets for Individuals with Disabilities Education Act (IDEA) post-school outcomes implemented and sustained evidence-based practices to support successful transitions for students with disabilities. Despite decades of legislative mandates and educational reforms, students with disabilities continue to experience disproportionately lower rates of employment, postsecondary education, and independent living compared to their peers. This study sought to identify not only which practices are effective but also how they are operationalized and maintained within school systems.
Two Tennessee districts identified by exemplary performance …
A Comparision Of Teachers' Ratings Of Published Versus Ai-Generated Descriptions Of Evidence Based Practices In Education., Lora T. Hall
A Comparision Of Teachers' Ratings Of Published Versus Ai-Generated Descriptions Of Evidence Based Practices In Education., Lora T. Hall
Electronic Theses and Dissertations
The persistent gap between educational research and classroom practice continues to limit teachers’ use of evidence-based practices (EBPs), despite strong empirical support and federal mandates encouraging their implementation. A key barrier to closing this research-to-practice gap is the limited accessibility, usability, and perceived relevance of traditional research dissemination formats. With the rapid rise of artificial intelligence (AI) tools capable of summarizing and restructuring complex information, this study examined whether AI-generated practitioner-oriented descriptions of an EBP would be rated differently from a published practitioner article on the same practice. Using an experimental cross-sectional survey design, 70 in-service teachers were randomly assigned …
Building Bridges: An Appreciative Inquiry Approach To The Development Of Professional Learning To Enhance Teacher–Student Relationships For Students With Emotional Behavioral Disorders., Renee Renz
Electronic Theses and Dissertations
Positive teacher-student relationships are essential to student success yet are often difficult to create and maintain with students identified with Emotional Behavioral Disorders (EBD). Students with EBD frequently struggle with emotional regulation and disruptive behaviors, making relationships and trust both essential and challenging. This study addressed the need for professional learning that equipped educators with strategies to build and maintain positive relationships with students with EBD in secondary school settings. Guided by a participatory action research design, this study used Appreciative Inquiry as a framework for engaging expert secondary teachers from Kentucky in co-constructing professional learning. Appreciative Inquiry focused on …
Perceptions Of Practitioners: An Examination Of Practices For Retention And Support Of Special Education Teachers, Megan L. O'Dell
Perceptions Of Practitioners: An Examination Of Practices For Retention And Support Of Special Education Teachers, Megan L. O'Dell
Electronic Theses and Dissertations
Teacher attrition remains a critical challenge in public education, particularly among special education teachers who face unique legal, instructional, and emotional demands. This phenomenological study explored the lived experiences of current and former K–5 special education teachers to better understand the practices and resources that influence their decision to remain in or leave the profession. The central research question investigated how leadership, professional learning, and working conditions shape teacher sustainability in special education roles. Twelve participants, including six currently employed special education teachers and six who had exited the profession, participated in semi-structured interviews. Data analysis revealed five major themes: …
Secondary Special Education Teachers: Perceptions On Burnout Since The Start Of Covid-19, Regina Perez
Secondary Special Education Teachers: Perceptions On Burnout Since The Start Of Covid-19, Regina Perez
Electronic Theses and Dissertations
This study examined burnout among secondary special education (SPED) teachers following the COVID-19 pandemic, which significantly disrupted education and intensified teacher stress. Burnout, defined by emotional exhaustion, depersonalization, and reduced personal accomplishment, has been linked to teacher attrition and decreased student achievement. The problem addressed was the increased levels of burnout and stress among SPED teachers and the lack of sufficient administrative support to mitigate these effects. The purpose was to explore SPED teachers’ perceptions of burnout since the pandemic and identify the supports needed to reduce it. Using a qualitative case study design grounded in Maslach’s burnout theory, the …
Professor Perspectives: Inclusion Of Students With An Intellectual Disability In Transition Programming On A College Campus, Melissa Jane Massey
Professor Perspectives: Inclusion Of Students With An Intellectual Disability In Transition Programming On A College Campus, Melissa Jane Massey
Electronic Theses and Dissertations
Students with intellectual disabilities (ID) are often unemployed or underemployed compared to students who do not have ID. Transition or postsecondary programming for students with ID has increased in recent years in response to the U.S. federal requirement for special education professionals to complete transition plans before students turn 16. The requirement for transition planning in Texas is age 14, and the ARD committee including the student and parent come together to develop goals for future planning. Transition plans include information on future employment, future independent living skills, and agency connections that students with ID may need to access to …
The Experiences Of School Psychologists Serving Students With Traumatic Brain Injuries: A Phenomenology, E. Grace Ritchie
The Experiences Of School Psychologists Serving Students With Traumatic Brain Injuries: A Phenomenology, E. Grace Ritchie
Electronic Theses and Dissertations
Traumatic Brain Injury (TBI) is a complex experience associated with a diverse constellation of symptoms and challenges. TBI scholars have extensively explored the varying needs of youth in the aftermath of a head injury. Likewise, recent literature details recommendations for school psychological services in support of these students. Such recommendations largely reflect insights drawn from broader TBI and disability research, integrated with the established scope of school psychologists’ practice (e.g., the National Association of School Psychologists Practice Model). Nevertheless, school psychologists’ perceptions of these students’ challenges have been inadequately examined. Such perspectives are likely valuable, given school psychologists’ unique training …
A Guidance Practice Model: Reframing Prevention, Identification, And Treatment Of Trauma-Impacted Students With Intellectual Disabilities, Mark H. Thomas
A Guidance Practice Model: Reframing Prevention, Identification, And Treatment Of Trauma-Impacted Students With Intellectual Disabilities, Mark H. Thomas
Electronic Theses and Dissertations
The experience and exposure of trauma among youth, especially continuous traumatic experiences, poses considerable risks of long-term effects. Moreover, untreated trauma and subsequently negative mental health outcomes, like anxiety and depressive disorders, can negatively impact the psychosocial and academic functioning of students. One population that is generally overlooked regarding mental health in schools are students with intellectual disabilities (ID). This is problematic as this population is at an increased risk of traumatic experiences, such as maltreatment and social exclusion.
Moreover, the comorbidity of trauma and internalizing disorders among students with ID can exacerbate already existing challenges and deficits with social …
Effects Of A Speech-To-Text Assistive Technology Writing Accommodation For Students With Cerebral Palsy, Kirstin Franklin
Effects Of A Speech-To-Text Assistive Technology Writing Accommodation For Students With Cerebral Palsy, Kirstin Franklin
Electronic Theses and Dissertations
Cerebral palsy (CP) is a motor disability characterized by impairments in movement, muscle tone, or posture that can also include intellectual, executive functioning, language and memory skills, and academic achievement deficits in children with CP (Centers for Diseases Control and Prevention [CDC], 2022; Levitt & Addison, 2019). These neurological consequences and motor impairments can impact written expression. The aim of this study was to evaluate the effects of a speech-to-text assistive technology (AT) accommodation that was applied to circumvent the impaired spelling and handwriting (i.e., transcription) skills resulting from CP. Three male students (Grades ranged from 6-10) with CP participated …
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Electronic Theses and Dissertations
This dissertation will explore how test anxiety (TA) affects working memory (WM) and whether certain factors can help predict higher levels of test anxiety. Anxiety has been defined as a common experience that can show up in various forms—like general worry, social fears, panic attacks, and specific phobias (APA, 2022). It was described as often triggering our natural “fight-or-flight” response, which can impact our ability to focus, think clearly, and remember things. For students, test anxiety has been especially challenging, affecting how they perform in high-stakes academic settings. Using data from a university based psychological assessment center, this study will …
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Electronic Theses and Dissertations
This dissertation will explore how test anxiety (TA) affects working memory (WM) and whether certain factors can help predict higher levels of test anxiety. Anxiety has been defined as a common experience that can show up in various forms—like general worry, social fears, panic attacks, and specific phobias (APA, 2022). It was described as often triggering our natural “fight-or-flight” response, which can impact our ability to focus, think clearly, and remember things. For students, test anxiety has been especially challenging, affecting how they perform in high-stakes academic settings. Using data from a university based psychological assessment center, this study will …
Collaboration Across The Silos: Consultation As A Means For Integrating Services For Twice-Exceptional Learners, Kimberly Bowers Yoshino
Collaboration Across The Silos: Consultation As A Means For Integrating Services For Twice-Exceptional Learners, Kimberly Bowers Yoshino
Electronic Theses and Dissertations
Twice-exceptional (2e) learners are underserved in American schools. As students who demonstrate both giftedness and disabilities, 2e learners maintain profiles that warrant tailored educational services across special and gifted education programs. Yet, these programs are considered institutionally mutually exclusive as legal mandates create de facto isolation — the antithesis of what is recommended for the students’ optimal development. School psychologists have been identified as professionals critically positioned to support 2e learners because of their specialized skill set, namely in consultation. However, little is known about their consultative practices with the educators who serve 2e learners or how they traverse school …
An Assessment Of The Effects Of Indirect Consultation In Improving Quality Of Life For Adults With Intellectual And Developmental Disabilities, Sarah Michele Russell
An Assessment Of The Effects Of Indirect Consultation In Improving Quality Of Life For Adults With Intellectual And Developmental Disabilities, Sarah Michele Russell
Electronic Theses and Dissertations
Seventeen percent of the total population of children are living with an intellectual / developmental disability (IDD), and while resources and therapeutic interventions are accessible during early childhood years, they often cease after turning 21 years old. As a result, many adults with IDD do not acquire the skills necessary to live independently and sustain employment or meaningful relationships, impacting their independence and quality of life. The purpose of this study is to understand how self-management training (in the form of indirect consultation) for adults with IDD influence independence and socially significant behavior in relation to quality of life. The …
Career And Technical Education Classes And Time To Graduate For Special Education Students With Specific Learning Disabilities, Susan Steele
Career And Technical Education Classes And Time To Graduate For Special Education Students With Specific Learning Disabilities, Susan Steele
Electronic Theses and Dissertations
The purpose of this study was to examine whether special education students with specific learning disabilities (SLD) participating in Career and Technical Education (CTE) classes during high school demonstrate significantly different amounts of time to graduation compared to their peers who do not participate in CTE classes.
Data collection involved using pre-existing information from the district's student information system. An Excel spreadsheet with relevant student demographic and academic information was utilized. The district data manager provided a spreadsheet with 3,567 student records to analyze differences between CTE and non-CTE participants. The results revealed that CTE participation significantly impacted graduation rates, …
The Importance Of The Relationship Between General And Special Education Co-Teachers In Inclusive Preschool Programs, Ruth Copeland, Ruth B. Copeland
The Importance Of The Relationship Between General And Special Education Co-Teachers In Inclusive Preschool Programs, Ruth Copeland, Ruth B. Copeland
Electronic Theses and Dissertations
A qualitative case study was designed to examine the importance of the relationship between general and special education co-teachers in inclusive preschool programs. The holistic strengths-based portraiture method will be used to study the positive aspects of the relationships of two co-teaching teams. In-depth interviews with individual teachers, co-teaching teams, and administrators combined with a questionnaire and classroom environmental rating scales were used to examine the culture and community that build positive relationships between general educators and special educators who co-teach in an inclusive preschool setting. The main goal of this research was to identify critical elements that contribute to …
Perceptions Of Communication And Collaboration Between Special Education And Career And Technical Education Teachers, Alexander Novickoff
Perceptions Of Communication And Collaboration Between Special Education And Career And Technical Education Teachers, Alexander Novickoff
Electronic Theses and Dissertations
This dissertation explores the communication and collaboration between Local Education Agency’s (LEA) special education staff and Career and Technical Center (CTC) staff in supporting students with disabilities (SWD). Given the critical role of effective interagency communication in providing comprehensive support to SWD, this study seeks to identify the perceptions, methods, and frequencies of communication between these entities. The research is set within the context of non-comprehensive CTCs in Pennsylvania, where students split their time between their home schools and regional CTCs. Through a quantitative approach, consisting of a detailed survey distributed to both LEA and CTC staff, this study examines …
Factors Affecting Involvement Of Parents Of Students With Learning Disabilities In Saudi Elementary Schools, Mohammed Alyahya
Factors Affecting Involvement Of Parents Of Students With Learning Disabilities In Saudi Elementary Schools, Mohammed Alyahya
Electronic Theses and Dissertations
The research explores the factors that influence parental involvement in school children with learning disabilities in Riyadh, Saudi Arabia. Understanding these factors is crucial, as parental involvement is widely recognized as essential for the academic success of children, particularly those with learning disabilities. This study used a quantitative approach to collect data from parents of students with learning disabilities, including parents' age, gender, income, employment status, and parental beliefs (responsibilities and capabilities). The findings reveal that parental beliefs regarding their responsibilities towards their child's education are the only significant predictor of parental involvement. In contrast, other variables, including age, gender, …