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I understand that the British University in Dubai may make a digital copy available in an institutional repository. Analysis of student responses showed a relatively large influence of the role of self-study; That's 79.8%.

Background

The following table shows how fast the use of the platform has spread since 2016 until now (alef education 2022). At the end of the lesson, the student must fill in the exit ticket, on which a.

Table  1.  The  numbers  of  participants  in  the  program,  including  schools,  students  and  teachers  and  leaders in USA, UAE and Canada (alef education 2022)
Table 1. The numbers of participants in the program, including schools, students and teachers and leaders in USA, UAE and Canada (alef education 2022)

Statement of the Problem

An important question arises at this point: what role does the teacher play in all this. The platform allowed the teacher to control the start and end of lessons as well as add some extra activities for the students.

Objective of the study

Research Questions

Study organization

Literature Review

  • Self-learning
  • Self-efficacy and self-regulation
  • Flipped classroom strategy
  • Learning Motivation
  • Effective feedback
  • self-learning platforms
    • Global Platforms
    • UAE platforms

In addition, most of the students in the first group enjoyed learning English in a flipped classroom through the Telegram app. There is no doubt that effective feedback plays a key role in the process of self-learning through educational platforms.

Figure 1. The cyclical cognitive processes of self-regulated learning (Johnson & Davies 2014)
Figure 1. The cyclical cognitive processes of self-regulated learning (Johnson & Davies 2014)

Methodology

  • Study Context
  • Research Approach
  • Sampling Method
  • Instruments
  • Procedure
  • Ethics

Therefore, with the tools of this study, the researcher aims to reach the extent of the influence of self-learning platforms on student performance and motivation from the perspective of students and teachers at the same time. The teacher questionnaire contained open-ended questions prepared by the researcher himself.

Data Analysis and Results

Introduction

Pilot Study Results

Students’ Questionnaire

  • Measurement Validation
  • Students’ Measurement Model Psychometric Assessment
  • Model Fit
  • Students’ Perceptions about the Effect of Using Self-Learning
  • Students’ Perceptions by Demographics
    • Gender Differences
    • Grade Differences
    • Stream Differences
    • Level Differences
  • Item Analysis
    • Effect of using Self-Learning Platform on Students'
    • Effect of using Self-Learning Platform on Students'
    • Effect of using Self-Learning Platform on Students'
    • Effect of using Self-Learning Platform on Students'
  • Correlation Analysis
    • Correlation Analysis across Groups

I use the resources available on the self-learning platform during the session to better understand the content. I make sure to win contests held by the teacher through the self-learning platform during class. I make sure that I get the badges on the self-learning platform available from the teacher.

I make sure that during the lesson I complete the tasks requested by the teacher on the self-learning platform. I use the resources available to me on the machine learning platform when needed at home. I make sure to win competitions held by the teacher through the machine learning platform during class.

I make sure that during the lesson I complete the tasks requested by the teacher on the self-learning platform.

Figure  3.  First  Order  CFA  Model  for  Students
Figure 3. First Order CFA Model for Students' Questionnaire

Teachers’ Open-ended Questionnaire

  • Students’ Self-dependence
    • Progress
    • Control
  • Platform Design
    • Technology-Education Integration
    • Communication
    • Assessment/Awarding System
  • Platform Content
    • Diversity of Resources
    • Language
  • Other Considerations
    • Using a Single Platform
    • Time
  • Conclusion

The most observed theme in the teachers' responses was that the use of self-learning platforms allows students to improve their self-reliance, i.e. they can rely on themselves as they do most of the learning process on their own. One teacher said: "Especially in math, the student needs to practice different ideas, and that's what self-learning platforms provide." Teachers can also use stars during the self-learning process to motivate students to learn more.

The materials and content on machine learning platforms play an important role in improving student performance and motivation to learn. On the needs of the machine learning platforms currently being used to become more effective in promoting self learning for math students, Teacher (12) says: “The way the questions are clearly presented. Teachers gave some other important factors that would help students improve their performance and motivation for learning maths by using the machine learning platforms.

The self-learning process allows students to be independent as they can control the process according to their terms and areas of interest.

Triangulation of Findings

The variety of resources that students should use for self-learning is a key aspect of self-learning platforms. The availability of content at different levels and in different languages ​​is important for all groups of learners to improve and develop their skills. Finally, ensuring sufficient time for students to study independently in school or after work.

This is proof that the use of self-learning platforms has improved students to trust themselves more. In addition, the use of these platforms improved students' engagement with their teacher during class, as they were found to be very demanding in understanding the new lesson by asking the teacher when they find something difficult to understand; in addition, they follow their teacher's instructions during class. The same impact was found after the class, as students were motivated to solve the assignments and homework given to them by their teacher and do more exercises whenever the teacher asked.

Teachers find it very important to add new ways and tools for students to help them think more critically and enjoy the learning process on the platform, and also to help them practice more.

Discussion

Discussion the result of the first research question

This is a good percentage that gives an indication of the need to provide such resources to students in order to improve their performance in mathematics. This was confirmed by El-Senousy & Alquda (2017) regarding the impact of the flipped classroom strategy by providing resources to students on their post-test scores compared to students who received a traditional education. On the other hand, the results of the study did not show any statistically significant difference between males and females for the level of their performance in mathematics, depending on the self-learning platforms.

Similarly, the results showed no statistically significant differences depending on the grade variable, as the mean score for grade 10 was 3.98, compared to 3.88 for grade 12. In terms of education stream, the results showed that there were statistically significant differences were between the students of the advanced stream and the general stream, with the average score of the students of the advanced stream being 4.05 compared to 3.76 for the students of the general stream. Regarding the performance level variable, the results showed that there were statistically significant differences between the three groups.

Regarding the analysis of the study data regarding the recognition of the strength of correlation between the study variables, the results showed a strong positive correlation between the participants' scores in the three time periods before the class, during the class and after the class, based on the variables of gender, class and flow.

Discussion the result of the second research question

Through the qualitative data collected, represented by the point of view of the teachers who participated in the study, the results confirmed the importance of machine learning platforms for developing students' achievement in mathematics by empowering them with self-reliance in the field of mathematics. education, where she can identify their strengths and weaknesses, work to develop them at any time and the ability to view the content many times. On the other hand, the results showed that there were statistically significant differences between general stream and advanced stream students, where the mean scores reached 3.94 and 4.28, respectively. The results also showed a strong positive correlation between the students' average performance over the three time periods (before class, during class and after class) and the average motivation to learn, especially during class, where it was 0.80 reached.

Regarding the ability of self-learning platforms to increase students' motivation towards learning mathematics, the teachers participating in the study emphasized that these platforms contain a gamification system through which students can be evaluated, in addition to the possibility of effective communication between teachers. and student, and an attractive reward system for students. Therefore, there is great confidence from teachers in the possibility of increasing students' motivation towards learning mathematics, which is consistent with the quantitative results of the study, which confirmed that students have a relative agreement of 78.4%, which is considered a high rate of reconciliation. . The results of the study show that the self-learning platforms currently used in cycle/3 schools in the Emirate of Abu Dhabi play an important role in improving the performance of students in mathematics and highly motivate them to learn it.

The qualitative results of the study, through the opinions of the teachers participating in the study, also confirmed the development of the current platforms to become more suitable for all levels of students, with the need to focus on the use of only one platform for self- lesson. instead of distracting the student with more than one educational platform.

Conclusion & Recommendations

Conclusion

Recommendations

Moreover, it is also advisable to find one platform for students to study on, without being distracted by a plethora of platforms. As long as the purpose of assessment can be achieved by a single platform, why use more? This will lead to student overload resulting in students being boarded and not allowed to use any of these platforms.

This will enhance the independent preparation of students to use accessible learning platforms such as the Alef Learning Platform, the most widely used platform in cycle / 3 schools in the Emirate of Abu Dhabi.

Limitations

The impact of Alef Platform on student achievement at Al Asayel School in Abu Dhabi, United Arab Emirates. Investigating the impact of AI-powered digital education platforms on student learning and teacher practice in schools in Abu Dhabi (PhD thesis, The British University in Dubai (BUiD)). Journal of Artificial Intelligence and Soft Computing Research, vol. 1990) Investigating Information Technology Implementation: A Technological Diffusion Approach.

Effect of Flipped Classroom Strategy Using Blackboard Mashup Tools in Improving Students' Achievement and Self-Regulated Learning Skills. Developing information literacy and critical thinking skills through domain knowledge learning in digital classrooms: experience of practicing a flipped classroom strategy. The third wave of measurement in self-regulated learning: When measurement and intervention come hand in hand.

Using cross-platform learning analytics to compare regional and global learning MOOCs in the Arab world. Mathematics self-efficacy beliefs and sources of self-efficacy: A descriptive study with two elementary school students. Validity and reliability of the USM Emotional Quotient Inventory (USMEQ-i): its use to measure the Emotional Quotient (EQ) of prospective medical students. 2018) “Exploring the interrelationships between concepts, approaches, and self-efficacy in science learning,” International Journal of Science Education, vol.

Histograms of Composite Variables

Post Hoc Tests

Students Questionnaire

Teachers Questionnaire

Letter From BUID to ESE about Ethics Form approval

Letter From BUID to ESE

Approval Letter from ESE

Gambar

Table  1.  The  numbers  of  participants  in  the  program,  including  schools,  students  and  teachers  and  leaders in USA, UAE and Canada (alef education 2022)
Figure 1. The cyclical cognitive processes of self-regulated learning (Johnson & Davies 2014)
Figure 2. The stages of POEE strategy (Al Mamun, Lawrie & Wright 2020).
Table 4. Students' Demographic Information (N = 285)
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