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Case Studies On The Transfer Of Knowledge Within The Interdisciplinary Steam Curricula Construct, Laura Rachel Fattal
Case Studies On The Transfer Of Knowledge Within The Interdisciplinary Steam Curricula Construct, Laura Rachel Fattal
The Transdisciplinary STEAM+ Journal
Sharing anecdotal case study research documents the vibrancy of personal communication to reveal both spontaneous reactions and profound thinking on the transfer of knowledge in the interdisciplinary STEAM curricula construct. With the growing research and attention to arts-integration and STEAM curricula development, a critical assignment in a graduate course in Arts-integration: Interactive Strategies for (STEAM) teaching and learning required the in-service teachers, who were the students in the course, to be teacher/researchers. In a two-to-three page case study, the students documented evidence of one or two K-12 students’ transfer of knowledge between two or more disciplines – science, technology, engineering, …
Manipulation Of The Spatial Grazing Behaviour Of Livestock In Extensive Grassland Systems, Derek W. Bailey, Mitch B. Stephenson, Milton G. Thomas, Juan F. Medrano, Gonzalo Rincon
Manipulation Of The Spatial Grazing Behaviour Of Livestock In Extensive Grassland Systems, Derek W. Bailey, Mitch B. Stephenson, Milton G. Thomas, Juan F. Medrano, Gonzalo Rincon
IGC Proceedings (1977-2023)
Spatial behaviour of livestock is a critical factor in grassland management. Recent and ongoing research suggests that new approaches can be used to manipulate where cattle graze. The combination of strategic supplement placement and low-stress herding can be used to target cattle grazing and potentially may be useful for managing fine fuels. A phenotype to genotype association study of cattle spatial behavior suggests that use of rugged terrain and areas far from water is inherited. Although more research is needed, selection for animals specifically adapted for mountainous terrain or extensive paddocks may be an alternative for managing grasslands in the …
Case Studies Which Demonstrate The Financial Viability Of Precision Dairy Farming, Ian Yule, Hayden Lawrence, Craige Mackenzie, Carolyn Hedley, Miles Grafton
Case Studies Which Demonstrate The Financial Viability Of Precision Dairy Farming, Ian Yule, Hayden Lawrence, Craige Mackenzie, Carolyn Hedley, Miles Grafton
IGC Proceedings (1977-2023)
A number of case studies are used to demonstrate the financial viability of precision farming methods for intensively managed pastures. Precision farming has sometimes been criticized as being technology-led where the management goals and desired outcomes are sometimes poorly defined. Case studies presented in this paper demonstrate a strong management approach where appropriate technologies are selected to contribute to the financial success of the farm. The first case study farm has increased milk production by 70% in four years, increased pasture production by 43%, reduced fertilizer costs to 43% of previous levels and has successfully predicted annual production to within …
Visual Contagions, The Art Historian, And The Digital Strategies To Work On Them, Béatrice Joyeux-Prunel
Visual Contagions, The Art Historian, And The Digital Strategies To Work On Them, Béatrice Joyeux-Prunel
Artl@s Bulletin
How do images and styles spread out over time and place? This article presents how art historians can use digital methods to study “visual contagions”– the visual part of globalization: how images circulate, as material artefacts (paintings, sculptures, engravings, etc.…) or in reproductions (in illustrated periodicals, in photography, or on the internet…), through which channels (cultural, geographical, political…) and according to which visual logics. It sketches the new possibilities offered by deep learning and artificial intelligence algorithms applied to images, to better understand the epidemiology of visual diffusions. This Paper is also an opportunity to assess 10 years of digital …
Quantitative Metrics For Mutation Testing, Amani M. Ayad
Quantitative Metrics For Mutation Testing, Amani M. Ayad
Dissertations
Program mutation is the process of generating versions of a base program by applying elementary syntactic modifications; this technique has been used in program testing in a variety of applications, most notably to assess the quality of a test data set. A good test set will discover the difference between the original program and mutant except if the mutant is semantically equivalent to the original program, despite being syntactically distinct.
Equivalent mutants are a major nuisance in the practice of mutation testing, because they introduce a significant amount of bias and uncertainty in the analysis of test results; indeed, mutants …
Dimension Reduction Techniques For High Dimensional And Ultra-High Dimensional Data, Subha Datta
Dimension Reduction Techniques For High Dimensional And Ultra-High Dimensional Data, Subha Datta
Dissertations
This dissertation introduces two statistical techniques to tackle high-dimensional data, which is very commonplace nowadays. It consists of two topics which are inter-related by a common link, dimension reduction.
The first topic is a recently introduced classification technique, the weighted principal support vector machine (WPSVM), which is incorporated into a spatial point process framework. The WPSVM possesses an additional parameter, a weight parameter, besides the regularization parameter. Most statistical techniques, including WPSVM, have an inherent assumption of independence, which means the data points are not connected with each other in any manner. But spatial data violates this assumption. Correlation between …
Early Detection Of Fake News On Social Media, Yang Liu
Early Detection Of Fake News On Social Media, Yang Liu
Dissertations
The ever-increasing popularity and convenience of social media enable the rapid widespread of fake news, which can cause a series of negative impacts both on individuals and society. Early detection of fake news is essential to minimize its social harm. Existing machine learning approaches are incapable of detecting a fake news story soon after it starts to spread, because they require certain amounts of data to reach decent effectiveness which take time to accumulate. To solve this problem, this research first analyzes and finds that, on social media, the user characteristics of fake news spreaders distribute significantly differently from those …
Investigation Of Small-Scale Energy Release And Transfer Processes In The Solar Atmosphere With High-Resolution Observations In Infrared, Xu Yang
Dissertations
Solar spectrum in the infrared (IR) contains abundant information of solar activities, however, it has not spectral lines in the solar IR spectrum provide different tools to probe the solar atmosphere in various heights. This radiation band in such relatively long wavelength includes various atom and molecule spectral lines that are generated by relatively small energy level transitions. The temperature-sensitive and highly dynamic spectral lines could reveal the energy transmission process more easily than those in the visible wavelength of solar emission. Moreover, the better magnetic sensitivities for the infrared lines resulting from their longer wavelength make them detect the …
Topics On High Dimensional Selective Inference, Yan Zhang
Topics On High Dimensional Selective Inference, Yan Zhang
Dissertations
In such applications as identifying differentially expressed genes in micro-array experiments or assessing safety and efficacy of drugs in clinical trials, researchers often report confidence intervals (CIs) and p-values only for the selected parameters, which is called selective inference. While constructing multiple CIs for the selected parameters, it is common practice to ignore issue of selection and multiplicity. Although protection against the effect of selection is sufficient in some cases, simultaneous coverage should be also needed in real applications. For example, in clinical trials, multiple endpoints are considered to assess effects of a drug and the ultimate decision often depends …
Cancer Risk Prediction With Whole Exome Sequencing And Machine Learning, Abdulrhman Fahad M Aljouie
Cancer Risk Prediction With Whole Exome Sequencing And Machine Learning, Abdulrhman Fahad M Aljouie
Dissertations
Accurate cancer risk and survival time prediction are important problems in personalized medicine, where disease diagnosis and prognosis are tuned to individuals based on their genetic material. Cancer risk prediction provides an informed decision about making regular screening that helps to detect disease at the early stage and therefore increases the probability of successful treatments. Cancer risk prediction is a challenging problem. Lifestyle, environment, family history, and genetic predisposition are some factors that influence the disease onset. Cancer risk prediction based on predisposing genetic variants has been studied extensively. Most studies have examined the predictive ability of variants in known …
Intervening Effects Of The Personality Dimension Agreeableness On Negotiation Strategy Selection In Budget Negotiations, Justin Stearns
Intervening Effects Of The Personality Dimension Agreeableness On Negotiation Strategy Selection In Budget Negotiations, Justin Stearns
The North American Accounting Studies
This paper presents results of an experiment testing how the personality dimension agreeableness interacts with different organizational factors to affect the strategy chosen when entering a budget negotiation. Prior budget research suggests firms invite subordinates into budget negotiations primarily to elicit private information from subordinate managers. However, criticism of traditional budgeting processes suggests subordinates will act strategically in such negotiations, limiting the effectiveness of inviting managers into budget negotiations. This study hypothesizes the factors most criticized, including budget targets in performance evaluation, will interact with certain organizational factors, connectedness of organizational units, and an individual personality dimension to significantly affect …
Design Research On Applied Realistic Mathematics Education (Rme) Approach In Teaching Math For Vocational College, Sri Imelda Edo, Wahyuni Fanggi Tasik
Design Research On Applied Realistic Mathematics Education (Rme) Approach In Teaching Math For Vocational College, Sri Imelda Edo, Wahyuni Fanggi Tasik
Jurnal Pendidikan Vokasi
Several studies documented that mathematics, as it is taught in general secondary education, is far away from what is needed for most fields of vocational practice. Some studies found that workplace mathematics demands are very different from traditional mathematics taught in classrooms. Therefore, this study aims to design a learning trajectory for teaching mathematics in vocational college, oriented on the Realistic Mathematics Education (RME) approach to improve students' understanding and motivation in learning mathematics. Design research was chosen as an appropriate method to answer the research questions and achieve the research goals. Design research methods consist of three phases, namely …
Evaluation Of Beauty Training Programs In Regional Work Training Center Of East Jakarta Using The Goal Free Evaluation Model, Nely Suroyya Martalena, Dwi Atmanto, Jenny Sista Siregar
Evaluation Of Beauty Training Programs In Regional Work Training Center Of East Jakarta Using The Goal Free Evaluation Model, Nely Suroyya Martalena, Dwi Atmanto, Jenny Sista Siregar
Jurnal Pendidikan Vokasi
This study aims to determine the impact of the beauty training program in PPKD of East Jakarta on students. The impact can be seen based on three criteria, namely positive impacts according to program objectives, positive impacts outside the program objectives (side effects), and negative impacts outside the program objectives. The research method used in this study is an evaluative study using the Goal Free Evaluation model. The research subjects consisted of: managers, instructors, and beauty training participants in PPKD of East Jakarta . Data was collected using observation, interviews, and documentation. The results showed that (1) the positive impact …
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Improving The Milling Machine Competency Learning Outcomes Through Industrial Project-Based Learning For Vocational School Students, Heri Yudiono, Wirawan Sumbodo, Salim Salim, Rizki Setiadi
Improving The Milling Machine Competency Learning Outcomes Through Industrial Project-Based Learning For Vocational School Students, Heri Yudiono, Wirawan Sumbodo, Salim Salim, Rizki Setiadi
Jurnal Pendidikan Vokasi
This research is motivated by the implementation of conventional learning. Besides, student learning motivation is still low due to student activities that are less centered on making workpieces that are suitable for work in the industry. Learning outcomes show that only 55.88% of students reach Minimum Completeness Criteria (Kriteria Ketuntasan minimum or KKM). The design and learning of productive machining competencies that are in accordance with the needs of the industry influence students' experience and learning outcomes. This study aims to analyze the results of industrial project-based learning (InPro-BL) milling machine competency learning outcomes in SMK Negeri 1 Semarang. The …
A Diagnosis Of Students' Errors In Answering The Mathematics Test In Senior High School, Evana Gina Shantika, Edi Istiyono
A Diagnosis Of Students' Errors In Answering The Mathematics Test In Senior High School, Evana Gina Shantika, Edi Istiyono
Jurnal Penelitian dan Evaluasi Pendidikan
This study aims to reveal: (1) the characteristics of diagnostic test items used in mathematics subject of the first grade of senior high school (SHS); (2) the degree of errors from several types of students' errors in answering mathematics test; and (3) the dominant factor causing the students to make mistakes in answering mathematics test. This study used a quantitative approach involving the first graders of eight SHSs in Mataram as the population. The sample was collected by a proportionate random sampling technique, consisting of 350 students for preliminary field testing and 450 students for main field testing. The research …
The Application Of The Generalized Lord's Chi-Square Method In Identifying Biased Items, Herwin Herwin, Sophak Phonn
The Application Of The Generalized Lord's Chi-Square Method In Identifying Biased Items, Herwin Herwin, Sophak Phonn
Jurnal Penelitian dan Evaluasi Pendidikan
This study aims to find out the results of the analysis of item bias by using Generalized Lord's Chi-square test method on the test instrument of elementary school examination in a sub-district of Gowa Regency, Indonesia. This research is explorative research using quantitative approach. This research was conducted in the second semester of the academic year of 2017/2018 at the Bontomarannu District Elementary School in Gowa Regency. Data collection technique used is documentation. The data in this study were analyzed using the DIF method of Generalized Lord Chi-Square test. The results show that in using the Generalized Lord Chi-square method, …
Pengaruh Reciprocal Teaching Terhadap Kemampuan Pemecahan Masalah Matematis Ditinjau Dari Self-Efficacy Siswa, Melinda Chusnul Chotima, Yusuf Hartono, Nila Kesumawati
Pengaruh Reciprocal Teaching Terhadap Kemampuan Pemecahan Masalah Matematis Ditinjau Dari Self-Efficacy Siswa, Melinda Chusnul Chotima, Yusuf Hartono, Nila Kesumawati
PYTHAGORAS : Jurnal Matematika dan Pendidikan Matematika
Penelitian ini bertujuan untuk mendeskripsikan pengaruh model Reciprocal Teaching terhadap kemampuan pemecahan masalah matematis yang ditinjau dari self-efficacy siswa kelas VIII di SMP PGRI 11 Palembang. Penelitian ini menggunakan metode eksperimen dengan populasi siswa kelas VII. Teknik pengambilan sampel yang dilakukan adalah simple random sampling. Sampel penelitian adalah kelas VII.1 yang diberi perlakuan berupa pembelajaran menggunakan model Reciprocal Teaching dan kelas VII.2 yang diberi perlakuan berupa pembelajaran konvensional. Teknik pengumpulan data menggunakan posttest untuk mengukur kemampuan pemecahan masalah matematis siswa dan angket untuk mengukur self-efficacy siswa. Teknik analisis data yang digunakan adalah ANOVA dua jalur pada taraf signifikansi 5% …
Kemampuan Pemecahan Masalah Siswa Dalam Menyelesaikan Soal Tertutup Dan Terbuka Pada Pokok Bahasan Lingkaran, Mela Aziza
Kemampuan Pemecahan Masalah Siswa Dalam Menyelesaikan Soal Tertutup Dan Terbuka Pada Pokok Bahasan Lingkaran, Mela Aziza
PYTHAGORAS : Jurnal Matematika dan Pendidikan Matematika
Penelitian ini adalah penelitian kualitatif deskriptif yang bertujuan untuk mendeskripsikan kemampuan pemecahan masalah siswa kelas XI SMA dalam menyelesaikan soal-soal pemecahan masalah matematika pada pokok bahasan lingkaran. Subjek dalam penelitian ini adalah 30 siswa di salah satu kelas XI IPA di SMA Negeri 5 Kota Bengkulu yang dipilih secara purposive sampling. Setelah siswa mengerjakan 5 soal pemecahan masalah tentang lingkaran selama 60 menit secara tertulis, jawaban siswa kemudian dianalisis dan diidentifikasi untuk menemukan bagaimana siswa menyelesaikan soal, banyak strategi pemecahan masalah yang digunakan siswa, serta banyak solusi atau jawaban yang didapat. Hasil penelitian menunjukkan bahwa beberapa siswa belum mampu …
Problem-Solving Ability Of Primary School Teachers Based On Polya's Method In Mataram City, Mohammad Archi Maulyda, Vivi Rachmatul Hidayati, Awal Nur Khalifatur Rosyidah, Iva Nurmawanti
Problem-Solving Ability Of Primary School Teachers Based On Polya's Method In Mataram City, Mohammad Archi Maulyda, Vivi Rachmatul Hidayati, Awal Nur Khalifatur Rosyidah, Iva Nurmawanti
PYTHAGORAS : Jurnal Matematika dan Pendidikan Matematika
Problem-solving is an important competency that must be owned by students. Problem-solving skills can facilitate students in understanding, connecting, and using mathematical concepts. Even so, mistakes in solving mathematical problems are still made by students. One reason is the lack of habituation of problem-solving in learning mathematics. Teachers who have good problem-solving skills will find it easier to teach and do an activity about problem-solving in learning mathematics. The purpose of this study is to describe the problem-solving ability of primary school teachers based on Polya's method. This research method is descriptive-qualitative. The research subjects were primary mathematics teachers who …
Hermeneutic Circle In Digital Literation And Its Relevance As An Antidote To Hoax, M. Rodinal Khair Khasri
Hermeneutic Circle In Digital Literation And Its Relevance As An Antidote To Hoax, M. Rodinal Khair Khasri
Informasi
This article presents the results of the observations about digital literacy that were studied philosophically through Gadamer's hermeneutic approach. The reason for using this approach is to achieve an understanding of how the subject and its history play a role in the digital literacy process, where ontologically, the content of information has been visualized into the digital world so that a philosophical understanding is needed in understanding the virtual reality. This research is included in the classification of qualitative research with an analysis with three stages, namely reducing data that is very general and broad in a more specific form, …
The Effect Of Critical Thinking On Students' Accounting Competency In Vocational High School, Risa Alkurnia, Susilaningsih Susilaningsih, Sudiyanto Sudiyanto
The Effect Of Critical Thinking On Students' Accounting Competency In Vocational High School, Risa Alkurnia, Susilaningsih Susilaningsih, Sudiyanto Sudiyanto
Jurnal Pendidikan Vokasi
The purpose of this study was to analyze the differences in the effect of critical thinking skills on students' learning competency in accounting subjects at vocational high school in Surakarta. The indicators of critical thinking ability used in this study referred to the theory developed by Ennis, while the accounting competency indicators used referred to Bloom's taxonomy. This research was experimental quantitative research. The population in this study were all students of grade X accounting at SMK 1 Surakarta totaling 96 students. The sample of this study was class X AC (Accounting) 2 as the experimental class and X AC …
Challenges Of Dual Roles Of Marketing Public Relations And Public Relations In Developing A Positive Image Of Pt. Overseas Zone, Siti Khopipah, Ade Tuti Turistiati
Challenges Of Dual Roles Of Marketing Public Relations And Public Relations In Developing A Positive Image Of Pt. Overseas Zone, Siti Khopipah, Ade Tuti Turistiati
Informasi
The terms Marketing Public Relations and Public Relations are sometimes used interchangeably. However, actually the two roles are different. The purpose of this study is to analyse a dual role of Marketing Public Relations (MPR) and Public Relations (PR) in building a positive image of PT. Overseas Zone Education Consultant or PT. This research method uses a descriptive qualitative approach. Data collection techniques use observation, in-depth interviews, literature studies from books and relevant articles or documents. Researchers observed the Head of MPR who also plays a role as a PR in carrying out her daily work activities. In-depth interviews were …
The Effect Of Arias Learning Model On The Learning Outcomes About Continental Food Processing In Bogor 3 State Vocational Schools From Creativity Of Students, Supari Muslim, Nisa Rahmaniyah Utami, Rita Ismawati, Erina Rahmadyanti, Nita Kusumawati, Ridwan Che Rus
The Effect Of Arias Learning Model On The Learning Outcomes About Continental Food Processing In Bogor 3 State Vocational Schools From Creativity Of Students, Supari Muslim, Nisa Rahmaniyah Utami, Rita Ismawati, Erina Rahmadyanti, Nita Kusumawati, Ridwan Che Rus
Jurnal Pendidikan Vokasi
This study aims to obtain information about: (1) differences in learning outcomes between students who study using the ARIAS learning model and students who learn using direct learning (DL); (2) differences in learning outcomes between students who have high creativity and students who have low creativity; and (3) whether the relationship between the use of learning models and learning outcomes in continental food processing is influenced by students' creativity. This experimental study was conducted using a 2 x 2 factorial design, with the moderator variable being students' creativity. In the experiment, the separation of the level of student creativity was …
Paps Predictive Validity In Predicting The Learning Success Of Master Of Professional Psychology Students, Flaviana Rinta Ferdian, Saifuddin Azwar
Paps Predictive Validity In Predicting The Learning Success Of Master Of Professional Psychology Students, Flaviana Rinta Ferdian, Saifuddin Azwar
Jurnal Penelitian dan Evaluasi Pendidikan
This study aims to determine the ability of Tes Potensi Akademik Pascasarjana (PAPS Test) in predicting the grade point average (GPA) of the graduate students of the Master of Professional Psychology. PAPS test is the graduate entry requirement test in UGM. Graduate students' GPA includes semester grade point average (semester GPA), cumulative grade point average (cumulative GPA), grade point average of master courses, and grade point average of professional courses. The data were obtained in the form of PAPS test scores (verbal subtest, reasoning subtest, quantitative subtest, and total score) and the GPA of the graduate students of Master of …
A Diagnosis Of Difficulties In Answering Questions Of Circle Material On Junior High School Students, Minhajjul Abidin, Heri Retnawati
A Diagnosis Of Difficulties In Answering Questions Of Circle Material On Junior High School Students, Minhajjul Abidin, Heri Retnawati
Jurnal Penelitian dan Evaluasi Pendidikan
This research is aimed at describing (1) the characteristics of items about a diagnostic test of circle material in mathematics, (2) how significant the percentage of students' types of errors in answering the questions, and (3) the diagnosis of students' difficulties in answering the questions based on DINA model. This research is quantitative descriptive research involving eighth graders of junior high school in East Lombok regency as the population. The sample was chosen by a proportionate random sampling technique, consisting of 105 students for preliminary field testing and 416 students for main field testing. The instrument of this study was …
Students' Learning Experiences With Lms Tes Teach In Flipped-Class Instruction, Zamzami Zainuddin, Hardika Dwi Hermawan, Febritesna Nuraini, Santo Mugi Prayitno
Students' Learning Experiences With Lms Tes Teach In Flipped-Class Instruction, Zamzami Zainuddin, Hardika Dwi Hermawan, Febritesna Nuraini, Santo Mugi Prayitno
Elinvo (Electronics, Informatics, and Vocational Education)
The purpose of this study was to identify the impact of implementing a Learning Management System (LMS) 'TES Teach' on students' learning experiences in a computer-assisted language learning (CALL) course with flipped-class instruction. For the data collection procedure, an individual interview with ten undergraduate students from an Indonesian college was conducted to demonstrate the potential impacts of the LMS in students' meaningful learning activities. The observation of students' learning activities on the LMS was also recorded to support the interview data. The LMS was adopted to distribute and receive information, thus, the students were able to monitor learning activities, learn …
Teachers And Technology: The Perspective Of Digital Citizenship, Rini Triastuti
Teachers And Technology: The Perspective Of Digital Citizenship, Rini Triastuti
Jurnal Civics: Media Kajian Kewarganegaraan
Perkembangan teknologi informasi dan komunikasi telah menghasilkan beragam produk baik dalam bentuk hardware dan software. Produk tersebut telah menawarkan berbagai kemudahan bagi penggunanya. Salah satu contoh di bidang komunikasi. Saat ini komunikasi dapat dilakukan setiap saat tanpa dibatasi oleh jarak dan waktu. Berbagai kemudahan yang ditawarkan bagi penggunanya membuat mereka sangat tergantung pada teknologi. Bahkan saat ini manusia tidak hanya berada dalam dunia nyata saja namun juga dalam dunia maya. Tulisan ini bermaksud menggambarkan karakteristik kewarganegaraan guru-guru pendidikan pancasila dan kewarganegaraan. Pendekatan yang digunakan adalah deskriptif kualitatif. Instrumen yang digunakan dalam penelitian adalah angket, wawancara dan studi pustaka. Data menunjukkan …
Late Anglo-Saxon Prayer In Practice: Before The Books Of Hours, Kate Thomas
Late Anglo-Saxon Prayer In Practice: Before The Books Of Hours, Kate Thomas
Richard Rawlinson Center Series
This monograph examines the practice of Anglo-Saxon prayer outside of the communal liturgy. With a particular emphasis on its practical aspects, it considers how small groups of prayers were elaborated into complex programs for personal devotion, resulting in the forerunners of the Special Offices. With examples being taken chiefly from major eleventh-century collections of prayers, liturgy, and medical remedies, the methodologies of Anglo-Saxon compilers are examined, followed by five chapters on specialist kinds of prayer: to the Trinity and saints, for liturgical feasts and the canonical hours, to the Holy Cross, for protection and healing, and confessions. Analyzing prayer in …
Developing An Instrument To Evaluate The Influential Factors Of The Success Of Local Curriculum, Dedek Andrian
Developing An Instrument To Evaluate The Influential Factors Of The Success Of Local Curriculum, Dedek Andrian
REID (Research and Evaluation in Education)
The purpose of this study is to create an instrument to evaluate the factors that influence the success of the local curriculum in senior high school. The instrument developed is essential to find out what factors influence the success of the local curriculum. This research is a research and development which consists of three stages: (1) initial investigation, (2) design and validation stages, (3) trials, evaluations, and revisions. The results of small scale trials were analyzed using EFA (Exploratory Factor Analysis), obtaining one invalid item from 32 items. The results of a wide-scale test analyzed using CFA (Confirmatory Factor Analysis) …