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Full-Text Articles in Education

Exploring Teachers’ Assessment Literacy: Impact On Learners’ Writing Achievements And Implications For Teacher Development, Morteza Mellati, Marzieh Khademi Jan 2018

Exploring Teachers’ Assessment Literacy: Impact On Learners’ Writing Achievements And Implications For Teacher Development, Morteza Mellati, Marzieh Khademi

Australian Journal of Teacher Education

Teacher-mediated classroom assessment might have significant impacts on learners’ academic achievements and teachers’ development. The current study investigated teachers’ assessment literacy and its impact on their current assessment practices and learners’ writing outcomes. The study sought to gain an understanding of the extent to which teachers’ assessment literacy affects their practices and their learners’ outcomes. To conduct the study and gather the required data, the researchers employed teachers’ assessment literacy inventory, semi-structured interview, non-participatory observation, and Writing Competence Rating Scale (WCRS). Ten male EFL instructors and 75 male sophomores from Iranian EFL contexts were selected from four language schools in …


Teachers’ Attitudes Toward Teaching Science In A New Zealand Intermediate School, Yvonne Ualesi, Gillian Ward Jan 2018

Teachers’ Attitudes Toward Teaching Science In A New Zealand Intermediate School, Yvonne Ualesi, Gillian Ward

Australian Journal of Teacher Education

Concern has been raised globally that a lack of interest by teachers towards teaching science has a negative impact on the children they teach. While attention has been paid to the teacher as a contributing factor to students’ attitudes, less has been written about the attitudes of teachers. To bridge this gap, the current study examines six Year 8 teachers’ attitudes towards teaching science in a New Zealand intermediate school. Biographical data was gathered and individual semi-structured interviews were conducted that explored the teachers’ attitudes. van Aalderen-Smeets et al.’s (2012) framework, which takes a multidimensional view of attitudes, is used …


“I Sorta Felt Like I Was Out In The Middle Of The Ocean”: Novice Teachers’ Transition To The Classroom, Rebecca Miles, Sally Knipe Jan 2018

“I Sorta Felt Like I Was Out In The Middle Of The Ocean”: Novice Teachers’ Transition To The Classroom, Rebecca Miles, Sally Knipe

Australian Journal of Teacher Education

The design of initial teacher education courses is to provide pre-service teachers with skills, processes and knowledge about the practice and profession of teaching. This allows graduate teachers to best service the learning needs of future students. A disposition of inquiry in relation to ongoing teacher learning is a significant aspect of initial teacher education programs. The contribution that teacher education programs make in the transition from pre-service teachers to teacher challenges the experiences that occur during the teacher education program. The impetus for this study was to examine the graduate teacher’s transition to novice teaching and the impact of …


Teachers Taking Up Explicit Instruction: The Impact Of A Professional Development And Directive Instructional Coaching Model, Lorraine Hammond, Wendy M. Moore Jan 2018

Teachers Taking Up Explicit Instruction: The Impact Of A Professional Development And Directive Instructional Coaching Model, Lorraine Hammond, Wendy M. Moore

Australian Journal of Teacher Education

In this study we measured the impact of a professional development model that included directive coaching on the instructional practices of Western Australian primary school teachers taking up explicit instruction. We developed and validated protocols that enabled us to measure teachers’ fidelity to the salient elements of explicit instruction and interviewed participants about the impact of the coaching program on student learning, their feelings of self-efficacy and attitudes to being coached. Numerical scores to indicate teachers’ demonstration of explicit instruction lesson design and delivery components changed positively over the five observed lessons and directive coaching had a positive impact on …


Classroom Ready? Pre-Service Teachers’ Self-Efficacy For Their First Professional Experience Placement, Kang Ma, Michael S. Cavanagh Jan 2018

Classroom Ready? Pre-Service Teachers’ Self-Efficacy For Their First Professional Experience Placement, Kang Ma, Michael S. Cavanagh

Australian Journal of Teacher Education

This study investigates the level of teacher self-efficacy (TSE) among 90 secondary preservice teachers (PSTs) before their first teaching practice and the factors which influenced their ratings. The Scale for Teacher Self-Efficacy (STSE) (Pfitzner-Eden, Thiel, & Horsley, 2014) was adapted by adding some open-ended questions. Data were analysed via SPSS and NVivo separately. Results show a relatively lower level of TSE compared with previous research and classroom management was of greatest concern. PSTs reported factors such as lacking teaching experience, previous informal teaching and other relevant experience, teacher education program, personal qualities and characteristics, and teacher-student relationship. Implications, limitations, and …


Examining Preservice Teachers’ Reflective Thinking Skills In The Context Of Web-Based Portfolios: The Role Of Metacognitive Awareness, Emine Adadan, Diler Oner Jan 2018

Examining Preservice Teachers’ Reflective Thinking Skills In The Context Of Web-Based Portfolios: The Role Of Metacognitive Awareness, Emine Adadan, Diler Oner

Australian Journal of Teacher Education

This mixed method study aimed to examine if, and then potentially how, the level of preservice teachers’ metacognitive awareness (MA) influences their reflective thinking on their teaching practicum experiences in the context of web-based portfolio construction. Data sources included two sets of reflection task responses and a Likert-type metacognitive awareness inventory. Data from these sources were coded and analyzed using quantitative and qualitative methods. The total number of high-level reflective thinking indicators produced by the preservice teachers with high MA was notably higher than those generated by the preservice teachers with low MA. A Wilcoxon-Mann-Whitney test revealed a statistically significant …


Developing Reflection Through An Eportfolio-Based Learning Environment: Design Principles For Further Implementation, Pauline Roberts Jan 2018

Developing Reflection Through An Eportfolio-Based Learning Environment: Design Principles For Further Implementation, Pauline Roberts

Research outputs 2014 to 2021

This article discusses the implementation of an ePortfolio-based learning environment with Bachelor of Education students. The intention was for the platform to be an agency for the development of reflection. The environment scaffolded reflection through (1) exemplars of good practice, (2) the opportunity for discussions and (3) activities to support the development of reflection. There were issues within the research around the introduction of the platform at the particular stage of the students’ degrees but the environment was successful in the provision of a teaching and learning platform. The findings provided design principles for a model to guide the development …


Interculturality And Teacher Education. A Study From Pre-Service Teachers’ Perspective, Eva F. Hinojosa Pareja, M. Carmen López López Jan 2018

Interculturality And Teacher Education. A Study From Pre-Service Teachers’ Perspective, Eva F. Hinojosa Pareja, M. Carmen López López

Australian Journal of Teacher Education

Due to the multicultural nature of society and the failure of some of the educational models adopted to respond to cultural diversity, there is a need to pay greater attention to teachers’ training. This study examines Teacher Education students’ beliefs about cultural diversity and their relationship with pre-service teacher training as key aspects in designing intercultural teacher training proposals and improving educational practice. This quantitative, descriptive study was carried out with 1464 participants enrolled in teacher training programs. The results show that future teachers have positive beliefs about cultural diversity in general terms, but their positions diverge when dealing with …


Teacher Identity Construction In A Tesol Graduate Certificate Of Education In Western Australia, Arman Abednia Jan 2018

Teacher Identity Construction In A Tesol Graduate Certificate Of Education In Western Australia, Arman Abednia

Theses: Doctorates and Masters

This research project explored the potential of a second language teacher education course for fostering teacher identity negotiation. It was found that classroom conversations provided a rich space for teacher identity negotiation; however, no substantial changes were observed in most aspects of their identities during the course, except for a growth in a few teachers’ selfconfidence. The implications are that conducting teacher education in an interactive manner is highly beneficial, but deeper engagement with practice of teaching is recommended. These insights should facilitate positive outcomes for teacher education programs.


Teachers’ Phonological Awareness Assessment Practices, Self-Reported Knowledge And Actual Knowledge: The Challenge Of Assessing What You May Know Less About, Karyn Carson, Anne Bayetto Jan 2018

Teachers’ Phonological Awareness Assessment Practices, Self-Reported Knowledge And Actual Knowledge: The Challenge Of Assessing What You May Know Less About, Karyn Carson, Anne Bayetto

Australian Journal of Teacher Education

This study investigates the relationship between early childhood (EC) and early years’ primary school (EYPS) teachers’ phonological awareness (PA) assessment practices, self-reported PA knowledge and actual PA knowledge. Method: A survey design was employed whereby 102 registered Australian EC and EYPS teachers responded to questions regarding PA assessment practices, self-reported PA knowledge and actual PA knowledge. Results: The results showed: a) more than 80% of teachers use PA assessments, with EYPS teachers conducting frequent assessments and EC teachers conducting rare-to-occasional assessments; b) over-estimation of self-reported PA knowledge; c) low levels of actual PA knowledge; and d) high usage of observations …


Making Pedagogy Tangible: Developing Skills And Knowledge Using A Team Teaching And Blended Learning Approach, Renée Crawford, Louise E. Jenkins Jan 2018

Making Pedagogy Tangible: Developing Skills And Knowledge Using A Team Teaching And Blended Learning Approach, Renée Crawford, Louise E. Jenkins

Australian Journal of Teacher Education

In an era of accountability government and industry bodies are mandating that teacher education programs provide evidence of their impact. This paper provides an example of evidence-based practice, exploring how a team teaching and blended learning approach influenced the development of pre-service teachers (PSTs) competency skills and knowledge. This approach was introduced to an initial teacher education (ITE) specialist music secondary methods unit to ensure that the tertiary learning context aligned with contemporary innovations in schools and provided authentic learning and teaching opportunities. Using an embedded advanced mixed methodology, this research had two phases. Phase 1 explored the development of …


Attracting Preservice Teachers To Remote Locations, Kenneth D. Young, Peter Grainger, Dennis James Jan 2018

Attracting Preservice Teachers To Remote Locations, Kenneth D. Young, Peter Grainger, Dennis James

Australian Journal of Teacher Education

Teaching in rural/remote regions poses many challenges to teachers and is identified as a priority research area by the state government. Despite initiatives by the state government and university providers to solve the issue through various incentives designed to attract teachers, the problem remains significant. This research describes and analyses the impact of a regional university initiative to attract teachers to rural and remote locations in Queensland. The data was gathered through analysis of responses from preservice teachers completing education degrees at a regional university in Queensland. The data revealed that a pre-graduation teaching placement to a rural/remote region resulted …


The Impact Of Intercultural Experiences On Preservice Teachers’ Preparedness To Engage With Diverse Learners, Denise A. Beutel, Donna Tangen Jan 2018

The Impact Of Intercultural Experiences On Preservice Teachers’ Preparedness To Engage With Diverse Learners, Denise A. Beutel, Donna Tangen

Australian Journal of Teacher Education

The diversity of student populations globally is increasing more rapidly than the diversity of the teaching workforce. Concerns are that beginning teachers are ill-prepared to meet the needs of the diversity of students in their classrooms. This lack of preparedness has been partially attributed to inadequate preparation within teacher education programs. We advocate that preservice teachers need to understand how their prior intercultural experiences can be utilised to better prepare them for teaching diverse groups of learners. This qualitative study (n=40) draws on Hammer’s (2009) Intercultural Development Continuum to explore the impact that these experiences have on shaping preservice teachers …


Factors Influencing The Evolution Of Vocational Teachers’ Beliefs And Practices Related To Classroom Management During Teacher Education, Céline Girardet, Jean-Louis Berger Jan 2018

Factors Influencing The Evolution Of Vocational Teachers’ Beliefs And Practices Related To Classroom Management During Teacher Education, Céline Girardet, Jean-Louis Berger

Australian Journal of Teacher Education

Two studies were conducted to investigate the evolution of 71 Swiss vocational teachers’ classroom management as a result of the inputs of a teacher education program, and to identify the factors that encouraged or impeded teacher change. Study 1 consisted of a longitudinal survey, and Study 2 of interviews. Longitudinal analyses were performed using a multilevel approach. This mixed-method study revealed that vocational teachers’ classroom management evolved towards the beliefs and practices encouraged by the teacher education program. Years of prior teaching experience and motivations for choosing teaching were found to moderate teachers’ evolutions. Moreover, influential people, providing alternative strategies …


Written Teacher Feedback: Reflections Of Year Seven Music Students, Kimberley Goh, Rebecca Walker Jan 2018

Written Teacher Feedback: Reflections Of Year Seven Music Students, Kimberley Goh, Rebecca Walker

Australian Journal of Teacher Education

Providing effective feedback to students is a significant issue for Australian educators. The ability to provide effective feedback comprises one of the Australian Professional Standards for Teachers and is seen as being a key element of quality teaching. Much research has been conducted into what constitutes effective feedback. Yet in spite of this existing knowledge, evidence suggests that feedback continues to be poorly received by students. The overall purpose of this research was to explore how ten Year Seven students (aged 12-13) reflected on and responded to written teacher feedback on a music history/appreciation project. Data from this pilot study …


Why Do You Work With Struggling Students? Teacher Perceptions Of Meaningful Work In Trauma-Impacted Classrooms, Tom Brunzell, Helen Stokes, Lea Waters Jan 2018

Why Do You Work With Struggling Students? Teacher Perceptions Of Meaningful Work In Trauma-Impacted Classrooms, Tom Brunzell, Helen Stokes, Lea Waters

Australian Journal of Teacher Education

This study contributed new findings to the construct of meaningful work (MW) and negative impacts on MW. In other professional samples, finding meaning in work has been shown to be an effective buffer when facing workplace adversity. However, prior investigation has neither identified nor explored the specific sources and mechanisms of meaningful work that teachers derive from educating trauma-affected students. Within a cross-sectional sample of primary and secondary teachers (N = 18) working in trauma-affected classrooms, two interrelated sources of MW: (1) practice pedagogy and (2) teacher wellbeing were further analysed for discussion via Rosso, Dekas, and Wrzesniewski’s (2010) four …


Student And Staff Perceptions Of A Learning Management System For Blended Learning In Teacher Education, Kathryn A. Holmes, Elena Prieto-Rodriguez Jan 2018

Student And Staff Perceptions Of A Learning Management System For Blended Learning In Teacher Education, Kathryn A. Holmes, Elena Prieto-Rodriguez

Australian Journal of Teacher Education

Higher education institutions routinely use Learning Management Systems (LMS) for multiple purposes; to organise coursework and assessment, to facilitate staff and student interactions, and to act as repositories of learning objects. The analysis reported here involves staff (n=46) and student (n=470) responses to surveys as well as data collected in interviews and focus groups. The research focuses on participants’ perceptions of two broad affordances of the LMS: accessibility and interactivity. Differences were found between student and staff views in relation to accessibility of online materials, with students rating its contribution to their learning more highly than staff. However, the two …


Music Activities Delivered By Primary School Generalist Teachers In Victoria: Informing Teaching Practice, Fiona King Jan 2018

Music Activities Delivered By Primary School Generalist Teachers In Victoria: Informing Teaching Practice, Fiona King

Australian Journal of Teacher Education

The purpose of this paper is to share teacher practice in the inclusion and delivery of music education experiences for children, to inform teacher education and to guide professional learning. It draws on a larger investigation into the music activities delivered by three primary school classroom (generalist) teachers in Victoria, Australia. There is a gap in the literature regarding the music activities and experiences facilitated by teachers in day-to-day classroom learning. The case study investigation inquired into the content, pedagogy, planning and the place of music activities provided to children aged six to eleven. Teacher education is addressed in this …


Poems Found Among The Resolution Scrapbooks: A Teacher Narrative Inquiry, Cynthia M. Morawski Jan 2018

Poems Found Among The Resolution Scrapbooks: A Teacher Narrative Inquiry, Cynthia M. Morawski

Australian Journal of Teacher Education

Six pre-service teachers participated in a component of narrative inquiry that took place the week before their teacher education program began. The component offered the teachers a variety of multimodal activities, such as body biographies, teaching museums, and paper tearing representations, all making use of repurposed materials, to critically consider their recurring narratives in relation to their recurring pedagogical beliefs and practices. Handmade journals and resolution scrapbooks acted as places to reflect and record their responses (Author). For this paper, I turned to narrative inquiry supported by found poetry and focus on the part of the component that contains the …


Teacher’S Perceptions Of How They Influence Student Academic Performance In Vce Physical Education, Rachael J. Whittle, Amanda Telford, Amanda C. Benson Jan 2018

Teacher’S Perceptions Of How They Influence Student Academic Performance In Vce Physical Education, Rachael J. Whittle, Amanda Telford, Amanda C. Benson

Australian Journal of Teacher Education

This research explored teacher perceptions of how they influence academic performance of Victorian Certificate of Education (VCE) Physical Education students. VCE Physical Education teachers (n = 37) from 31 secondary schools in Victoria, Australia participated in a qualitative study using focus groups with a semi-structured interview schedule. Recorded focus group discussions were transcribed verbatim, coded and analysed (NVivo 11). A social-ecological model was used to categorise emergent themes. At the individual level teachers perceived content knowledge, expectations, passion and enthusiasm, pedagogical content knowledge and use of reflective practices to inform teaching as key factors influencing student academic performance. Social level …


Individual’S Patterns Of Commitment, Resilience And Subjective Well-Being Of Prospective Physical Education Teachers, Britta Fischer, Miriam Bisterfeld, Oliver Staab Jan 2018

Individual’S Patterns Of Commitment, Resilience And Subjective Well-Being Of Prospective Physical Education Teachers, Britta Fischer, Miriam Bisterfeld, Oliver Staab

Australian Journal of Teacher Education

To a greater or lesser extent, specific combinations of commitment, resilience and subjective well-being represent favorable individual resources in order to cope with professional demands. Prior studies have identified different patterns of these behaviors and experiences. The present study deals with the question whether these patterns are also identifiable in prospective physical education (PE) teachers. In addition, differences between physical education students and sport students with other career goals are examined. Lastly, the study concentrates on the existence of specific gender related differences within the group of student teachers.

For this purpose, 851 sport students were interviewed. The results of …


Professional Teaching Standards: A Comparative Analysis Of Their History, Implementation And Efficacy, Kairen Call Jan 2018

Professional Teaching Standards: A Comparative Analysis Of Their History, Implementation And Efficacy, Kairen Call

Australian Journal of Teacher Education

Since the publication of results from the first iteration of testing within the Programme for International Student Assessment (PISA) and the ensuing media consternation and political rhetoric about teacher quality in education systems around the world, professional standards for teachers have been considered, developed and implemented globally in various forms. Justified by the argument that they raise teacher quality which in turn raises student outcomes, professional standards for teachers are being considered as an integral part of the solution to current deficits in education. This article explores the forces driving and restraining professional standards for teachers within international and Australian …


Freedom And Constraint In Teacher Education: Reflections On Experiences Over Time, Amanda Mcgraw Jan 2018

Freedom And Constraint In Teacher Education: Reflections On Experiences Over Time, Amanda Mcgraw

Australian Journal of Teacher Education

Teacher education programs in Australia increasingly comply with new and narrowing accountabilities so that they can be approved by diverse regulatory authorities and accredited. This is an auto-biographical narrative study which draws upon the memories of a teacher educator who contrasts her experience of learning to teach in the early 1980s with her recent experience as a Program Leader working with colleagues to design a new Master of Teaching program. She interviews Professor Bernie Neville who was responsible for the design and implementation of the teacher education program she completed in 1983. He reflects on the principles guiding his practice …


Factors Associated With Technology Integration To Improve Instructional Abilities: A Path Model, Öner Uslu Jan 2018

Factors Associated With Technology Integration To Improve Instructional Abilities: A Path Model, Öner Uslu

Australian Journal of Teacher Education

Today, students are expected to access, analyse and synthesise information, and work cooperatively. Their learning environment, therefore, should be equipped with appropriate tools and materials, and teachers should have instructional abilities to use them effectively. This study aims to propose a model to improve teachers’ instructional abilities through technology integration. To this end, data on variables that affect technology integration were collected from 600 teachers and analysed by using path analysis. The results revealed an acceptable fit between the model and the data. Technological Pedagogical Content Knowledge, attitude towards technology use in education, gender, frequency of computer use, seniority, duration …


Language Teachers’ Self-Efficacy Beliefs: A Review Of The Literature (2005-2016), Mark Wyatt Jan 2018

Language Teachers’ Self-Efficacy Beliefs: A Review Of The Literature (2005-2016), Mark Wyatt

Australian Journal of Teacher Education

Research into language teachers’ self-efficacy (LTSE) beliefs, a domain-specific branch of research into teachers’ self-efficacy (TSE) beliefs in general education, has emerged in the past 16 years. To date, though, this emergent domain-specific research field has not been described in depth, with most accounts of it summarised very briefly, even in published research that provides empirical data relating to the specific topic of LTSE beliefs. Guided by a synthetic research ethic, this literature review aims to explore the gap. It highlights the characteristics of this LTSE beliefs research field, discussing the methodology employed by various studies that have elicited LTSE …


Creating Multicultural Music Opportunities In Teacher Education: Sharing Diversity Through Songs, Dawn Joseph, Rohan Nethsinghe, Alberto Cabedo Mas Jan 2018

Creating Multicultural Music Opportunities In Teacher Education: Sharing Diversity Through Songs, Dawn Joseph, Rohan Nethsinghe, Alberto Cabedo Mas

Australian Journal of Teacher Education

This paper contributes to the knowledge base for preparing pre-service teachers (PSTs) for contemporary multicultural classrooms. To do so, we refer to our ongoing project “See, Listen and Share: Exploring intercultural music education in a transnational experience” across three Higher Education sites (Australia and Spain). Drawing on our narrative, and PSTs’ questionnaire data, using Interpretative Phenomenological Analysis to analyze and code the PST data, we report on our initial experience and findings across the three sites and cultural contexts. Generalisations to other institutions cannot be made. We discuss what was taught and how it was taught in our three settings, …


Australian Teacher Education Policy In Action: The Case Of Pre-Service Internships., Susan Ledger, Lesley Vidovich Jan 2018

Australian Teacher Education Policy In Action: The Case Of Pre-Service Internships., Susan Ledger, Lesley Vidovich

Australian Journal of Teacher Education

Studies on internships within initial teacher education have existed in literature since the early 1900s, they have espoused the benefits of experiential learning or critiqued the variance available in terms of structure, length of time and purpose. However, little research on teacher internships has been reported within a policy context. This study employs a modified ‘policy trajectory’ framework to capture the impact of teacher internship models emerging from policy reform in Australia driven by the National Partnership Agreement on Improving Teacher Quality Program (NPTQ). It highlights how policy contexts and practices are inextricably interconnected and influenced by key policy ‘threads’ …


Cultural And Intercultural Education: Experiences Of Ethnoeducational Teachers In Colombia., Irma A. Flores H., Nancy Palacios Mena Jan 2018

Cultural And Intercultural Education: Experiences Of Ethnoeducational Teachers In Colombia., Irma A. Flores H., Nancy Palacios Mena

Australian Journal of Teacher Education

This article focuses on the analysis of the pedagogical component of ethno-educational experiences developed in different departments of Colombia. A qualitative methodology that integrated a systemic explanatory analysis model was chosen for this study together with a content analysis of these experiences from a systemic point of view, in order to consider those educational practices as the expression of interests, struggles, relationships and social dynamics. The text includes a fragment on the emergence of ethno-educational processes in Latin America and examines the conceptualization of the term, the objectives, the emphasis given in literature to political empowerment, the struggle for preserving …


Implementation Of Portfolios Within Australian Initial Teacher Education: Who’S Leading The Charge?, Chad M. Morrison, Jennifer Masters, Megan Quentin-Baxter Jan 2018

Implementation Of Portfolios Within Australian Initial Teacher Education: Who’S Leading The Charge?, Chad M. Morrison, Jennifer Masters, Megan Quentin-Baxter

Australian Journal of Teacher Education

Recent changes to national accreditation requirements have emphasised portfolios as the required mechanism for initial teacher education providers to demonstrate the impact of their programs against the Graduate Teacher Standards and to prepare graduates to be classroom ready. This paper presents findings from a national survey of teacher educators developed to capture how and where implementation of portfolios of evidence has been occurring. Discussion focuses on the reported concentration of activities within small programmatic teams and the comprehensive level of involvement that champions of portfolios are assuming. The priorities pursued by these individuals and teams are presented alongside possible implications …


Effects Of The Instruction With Mathematical Modeling On Pre-Service Mathematics Teachers’ Mathematical Modeling Performance, Gulzade Karaci Yasa, Ilhan Karatas Jan 2018

Effects Of The Instruction With Mathematical Modeling On Pre-Service Mathematics Teachers’ Mathematical Modeling Performance, Gulzade Karaci Yasa, Ilhan Karatas

Australian Journal of Teacher Education

The purpose of the study was to investigate the effects of the instruction with mathematical modeling on pre-service mathematics teachers’ mathematical modeling performance. The participants were 24 pre-service elementary mathematics teachers. A mixed method approach was used to conduct the research. Each week, the participants were given two mathematical modeling problems and solved them as a group. After that, each group shared their solutions with the class so that there was an opportunity to focus on different solution methods. The data was collected via a pre and a post mathematical modeling test. SPSS package program was utilized in order to …