# Improving Students’ Learning Motivation and Attitude in Physical Education by Using Algorithm Thinking Innovation Teaching Method

Authors: Xiaobo Qu
Journal: International Transactions on Electrical Energy Systems
 (2022)

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## Abstract

Physical education (PE) learning activity types can influence students’ motivational beliefs, physical activity participation, and persistence/effort in class. Due to motivational and attitudinal aims in the curriculum and the lack of study on student experiences with physical activity, the technological features of today’s society have favored the presence of information and communication technology (ICT) and the advent of new training methods in educational institutions. This article addresses the flipped learning-based thinking innovation teaching method (FL-TITM) as an innovative methodology for teaching and learning physical education to improve students’ motivation and attitude. This research aims to briefly present the flipped learning method and determine and critically analyze the crucial pedagogical models. This allows us to identify the approaches and electronic tools on the Web. Physical education 2.0 and ICT as an online learning environment may better aid and establish physical education content and motivate learners in flipped learning. The data were collected using semistructured interviews. A total of 100 learners from an educational center in China participated and were compared with nonflipped learning students. These participants have been chosen intentionally. The outcomes show that the flipped learning method linearly and positively impacts academic performance and correlational support and motivation. The test results show that our FL-TIIM has a high self-efficacy ratio of 96.7%, a positive attitude level of 98.6%, a student motivation ratio of 95.3%, an interaction ratio of 98.5%, and a performance ratio of 90.3%.


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## Body

## 1. Introduction

College students’ physical education plays an essential role in physical activity and encourages the concept of autonomous health management [1]. It is acknowledged that being likable in regular physical activity is positively linked with advantageous childhood health and fitness results [2]. PE may have a significant educational contribution to people’s advancement [3]. It offers opportunities for satisfaction, learning new motor skills, and cooperating with others [4]. Knowledge concerning a healthy lifestyle can be offered. Achievement motivation has been one of the crucial subjects analyzed within education since it is evaluated as the basis of human psychology [5]. Most countries support movement activities for teenagers through two important developmental assets: extracurricular activities outside of school and physical education (PE) in college. These activities help adolescents stay active and develop positive attitudes and self-motivation for further participation [6]. Students’ attitudes and perceptions may be studied using the cognitive mediational paradigm. [7–9]. Students are seen as active participants in their education able to make decisions about their progress. Their backgrounds, expertise, and experiences provide a lens through which individuals perceive teaching in the class and make sense of their encounters [10]. Students’ views about participating in an activity are influenced by their earlier experiences, and researchers believe these attitudes significantly impact their willingness to participate [11]. Teachers’ actions and what people learn and do are directly influenced by their perceptions and attitudes about the subject material [12]. Adopting adaptive motivating activities and exercising effort may be related to positive attitudes [13].Information and communication technology (ICT) is widely used in today’s society, which is usual in people’s daily lives [14–16]. Particularly concerning educational technology, the assimilation of ICT has been reproduced in modern and novel teaching methods, both in terms of instructors’ activities and how pepole learn [17]. Learners in physical education may be more student-centered and learning-focused when done in a flipped learning (FL) method [18]. Flipped learning overturns the conventional classroom model by presenting course notions before class, permitting teachers to use the class period to guide every student via active, practical, and innovative applications of the course ideologies [19]. Flipped learning defines an inversion of where learning actions happen, promoting student motivation and active learning policies [20]. Flipped learning in physical education involves more time for practical activities and positioning learners’ cognitive and physical learning before classes [21]. Ideally, this preparation is a video tailored to the forthcoming class and contains practical information about the activities and academic knowledge supporting the class topic/aim [22]. In this sense, FL can be considered a techno-pedagogical method with higher effectiveness than other more traditional methods. FL interchanges the overall arrangement of the lessons and may be used to reassess, from an epistemological and didactical point of view, the conventional manner of conceptualizing and teaching PE as a topic in school and college.The main contributions of the paper are as follows:(i)
Designing a flipped learning-based thinking innovation teaching method (FL-TITM) as randomized controlled trials (RCT) for improving physical education student motivation and attitude(ii)
To determine the degree of interaction of learners with their peers, their educators, and the content(iii)
The test results have been executed, and the suggested FL-TITM method improves the student motivation level, positive attitude, self-efficacy, and interaction ratio compared to other existing approachesThe rest of the study is structured as follows: Sections1 and 2 discuss the introduction and related analysis of physical education. In Section 3, the FL-TITM method has been proposed. In Section 4, experimental results have been performed. Section 5 concludes the research article.


## 2. Literature Survey

Lifu Xing [23] proposed PE multimedia teaching based on unsupervised feature learning (PEMT-UFL). The author presents a data assimilation framework to increase the discriminability of the representation of instructional features to address this flaw by combining the active learning technique with unsupervised feature learning. This article uses data assimilation methodology to evaluate multimedia instruction in physical education. An extremely accurate assessment approach for multimedia instruction in physical education is based on human eye perception. Data assimilation, rather than typical unsupervised learning, is a better option. It is possible to significantly minimize computer storage and processing resource usage using data assimilation.Jin Cheng [24] suggested the web embedded system and virtual reality (WES-VR) for evaluating physical education. The application model for VR innovation in this field is constructed based on the real education and preparation received by the individual in question. As VR advances, teachers can use these features in their classrooms; preparation for this is an important step in the process. Electronic components of the present era always have some embedded systems. Various network installations and applications rely on embedded systems, vertical industries, and Internet of Things solutions, which form the core of today’s Internet. Embedded devices are computer components that are used to manufacture other computer components. A network connection may interact with other network devices in an embedded equipment system, which normally runs as a single program.Zhifei Zhang and Hyunjoo Min [25] discussed the cloud computing platform (CCP) for constructing a personalized physical education teaching system. Using cloud computing technologies, this study deconstructs the existing sports model, develops a system of individualized sports instruction based on the fundamentals of PE, and creates and examines future college sports models. Digital teaching materials for college and university physical education classes may assist in alleviating issues, including a lack of qualified instructors and a disconnect between classroom instruction and professional development. Colleges and universities may save money and time by using cloud computing to provide digital teaching tools for physical education courses.Yuehua Chen et al. [26] deliberated on the teaching intelligence system (TIS) based on the cloud platform of the IoT and its applications in PE. Using smart systems and responsive software in physical education lets learners study using multimedia courseware and access the high-performance graphical data processing program GIMP (GNU image manipulation program). This paper explains the multimedia courseware development strategy within an intelligent desktop environment and develops a multimedia courseware framework for sports education. Choose the Ubuntu 18.04 stable version to create physical education courseware and install OpenOffice and GIMP components and multimedia resources. Their college’s main body of 50 physical education majors serves as the testing ground for this experiment’s educational effects. Studies have shown that GIMP may significantly enhance intelligent system physical education learning efficiency.Sebastia’n Feu et al. [27] introduced physical education teacher education (PETE) in the preservice phase. The present study aimed two-fold: (i) to designate the learning task intended by the preservice PE instructors and (ii) to determine the associations between the parameters that describe the learning task and the stages into which a period is organized. The sample encompassed 695 learning tasks planned by 14 preservice phase instructors. The dependent parameter was the learning means, and the independent parameter was the lesson structures, the game phase, the situation, the space where the learner practices, the kind of feedback, and the usage of the ball in the learning task.Preservice classroom teachers (PCTs) should engage in physical education learning activities as part of an explorative approach, according to Jan-Erik Romar and Magnus Ferry [28]. Using a written text assignment, 28 PCTs defined major didactic milestones (practical knowledge) that would shape their future teaching in physical education. The data collected were then incorporated into a methodology course for further analysis. Methodologically, it was necessary to categorize their didactical milestones according to similar themes or categories to determine their content and arguments. Practical understanding of PCTs was mostly pedagogical, with most of the time spent discussing teaching methods and student learning processes.Based on the survey, there are several challenges in existing approaches, such as PE multimedia teaching based on unsupervised feature learning (PEMT-UFL), web embedded system and virtual reality (WES-VR), cloud computing platform (CCP), and teaching intelligence system (TIS), in achieving high student motivation level, positive attitude, self-efficacy, and interaction ratio. The following section discusses the suggested FL-TITM method briefly.


## 3. Flipped Learning-Based Thinking Innovation Teaching Method (FL-TITM) Research Problem

Flipped learning pedagogical techniques in physical education classrooms focus on this study’s core research question. Teacher-centered pedagogy is frequently used in the classroom, where students are given direct instruction on what they will do in class. Most of the time, teachers use physical education classes to explain lesson content, limiting time for students to engage in physical activity to maximize their learning. This paper presents the FL-TITM method for enhancing student motivation and attitude in physical education. This study investigates the effectiveness of implementing flipped learning pedagogical approach in physical education classes. Students may view the online lecture videos from the comfort of their homes through web-based platforms, such as YouTube, which allows lecturers to distribute course information to students before the start of the actual class session.Figure1 shows the proposed FL-TITM method. Teachers’ preclass preparations include gathering instructional materials and making microvideos. It is the most important and challenging material covered in the microvideos. Teachers, therefore, need to consider their students’ current circumstances while setting educational objectives and selecting instructional materials. In addition, it is important to consider students’ peculiarities, develop numerous video versions, and clarify the instructional topic to diverse levels in a tailored way. More than a few practice techniques are offered, and student issues in the learning procedure are documented. Students mostly study independently using the instructor's training videos at the preclass level and complete the prescribed activities. The first step is to find a solution to the issues that arise in the study and to convey this answer to learners and instructors via online platforms. The preclass phase is primarily concerned with stimulating people's interest in learning and cultivating their awareness and capability of autonomous learning, independent problem-solving, thinking, and inventive potential.Figure 1
Proposed FL-TITM method.In the class course, the teacher mostly explains how to solve complexities that people had before class. The teacher puts learners into groups to talk and practice and corrects students when they do something wrong. To understand and accept what they’ve learned in class, students must go over what they have already learned. In the middle of the class, group conversation exercises help people learn how to work together and organize their language. The skill display link makes the students more competitive and helps them improve their mental quality. After class, teachers mostly think about how their lessons went and how they can enhance and improve the teaching strategy. The primary purpose is to enhance teaching quality and student learning competence. People’s relearning after class primarily consolidates knowledge and improves their technical levels. The after-school time specifically encourages people’s good study habits and improves their realization of enduring PE.Figure2 shows the flipped learning concept model. The flipped learning implementation in PE allows learners to access the knowledge before the class early. Web 2.0 tools are free digital programs that can be utilized for sharing and creating student-generated learning. They are multipurpose, interactive, easy-to-use digital platforms that inspire people to cooperate or make and share an individualized response. Web 2.0 has been chosen as the overarching context for this research as it aims to explore which new media platform is best for sports education. This allows the instructor to educate outside the classroom, freeing up class time for more in-depth discussion and active student participation. The regular classroom is full of them, and they spend most of their time passively listening to what the instructor is teaching and showing, which results in lack of interest. The instructor is more of a mentor than an information disseminator for students. Thus, instead of passively receiving information, the students become active participants in their learning. Flipped learning allows students to study at their own speed, which benefits both high-achieving and low-achieving students. Students with better grades may work on more advanced motions and abilities during class time, while those with lower grades can focus on the fundamentals while the instructor monitors their progress.Figure 2
Flipped learning concept model.Figure3 shows the learning design process. The contemporary way of teaching physical education is based on a class teaching approach, making it problematic to recognize individual variances and more difficult to give personalized training. It is a new tailored teaching method based on short-term learning in information technology used in PE. Using teacher-produced instructional videos, students may study whenever and wherever they choose, and they can keep track of their progress depending on how well they comprehend the material. Students may help others if they have any questions or concerns while studying independently. It has increased the quality of PE, enabled the acquirement of physical abilities at the university level, and promoted the total growth of quality teaching by adopting flipped learning teaching models. There are several benefits to using the flipped learning teaching approach in sports reform, including student-centered physical education objectives, fulfilling students’ personal needs, and developing their desire to learn more about sports to improve their performance. As a result of this research, physical education’s teaching model and organizational structure are altered concurrently, increasing students’ enthusiasm for learning and practice.Figure 3
Learning design process.Wireless multimedia sensor networks for flipped learning are progressively used because of their suitable features. Since wireless multimedia sensor networks are typically deployed in an unattended environment, they are susceptible to harsh working atmospheres or the node’s functional elements; this causes nodes to work unusually and report improper data. Thus, the information gathered by single multimedia sensor nodes can have huge errors.In the wireless sensor network, clustering is one of the efficient resources to decrease data. The issue with the prevailing node clustering algorithm is that the data is not comparable, and the past data of the sensor node at a particular time can be utilized to measure clustering. Suppose the past data of every node:(1)yj=bj1bj2⋯bjtaj1aj2⋯ajt⋮⋮⋱⋮mj1mj2⋯mjt.The data matrices can be articulated as a data series:(2)yj=bj1…bjtaj1…ajt…mj1…mjt.To determine better clustering outcomes, similar data are standardized to the range [0, 1], rendering the following formula:(3)wt=wt−wminwmax−wmin.Formerly, the Euclidean distance among two nodes can be computed:(4)φy,x=y1−x12+y2−x22+…ym−xm2.φji denotes the similarity among node j and node i.Some nodes in the area have comparable data to their nearby nodes because of the spatial correlation among the data. The robust connection reflects the similarity of data among nodes and the real distance, while feeble connections disregard the impact of the real geographic position on the information. As a result, robust correlations can remove spatial correlations from data.Figure4 shows the node transmission. The orange node whose forecasting mistake is a smaller amount than the set threshold does not require sending information. The green node that miscarries the forecasting can judge whether it desires to send information via the forecast of its linking to master nodes. Thus, within the permissible error range, the end-user can determine the data of every sampling point in sensor nodes at a minor communication charge. The primary purpose of this paper is to examine how ICT network data may be used to track college people’s physical education actions in order to better understand better-flipped teaching in college physical education. Measurements and tests were conducted to get the necessary data for analysis. The study demonstrated that students’ excitement for the new teaching paradigm had been substantially strengthened. It is no longer the case that students in physical education courses do nothing; rather, they have taken an active interest in what they are learning and are completing exercises they like. Students’ physical fitness improves following uncommon exercise occurrences in college PE programs. Compared to other existing methods, the proposed FL-TITM method enhances self-efficacy, positive attitude level, student motivation level, interaction ratio, and performance ratio.Figure 4
Node transmission.


## 4. Results and Discussion

Upon completing the intervention, learners were given questionnaires that looked into their experiences in FL and their experience utilizing video as part of the pedagogical learning method. After the intervention, the students appreciated the flipped learning model and had a positive attitude toward flipped learning. This study was the first RCT to examine the value of teaching physical education via an FL approach. This study was the first RCT to examine the value of teaching physical education via an FL approach. This discrepancy is significant in randomized trials that are prerequisite to identifying sportsperson participants’ eligibility to enter a test based on estimates of the activity or seeking to compare the modification in physical activity between different conditions. The whole class was asked to participate in the PE teacher's interview voluntarily. A total of 100 students from an educational center in China participated and were compared with nonflipped learning students. This study utilized the dataset [25] to analyze student motivation and attitude in physical education. Provided by the Sports Information Resource Centre in Canada, this database offers comprehensive reporting for sport, exercise, physical fitness, coaching, physical education, training, intramural and school sports, health education, and many other related parts. This dataset covers physical education, recreation, health education, fitness, sports sociology, physical therapy, and psychology for scholarly and trade literature. This guide is designed to support research in health and physical education. In dataset [29], sporting facilities are available to host various sporting events.Figure5 shows the stages of the experimental design flow. Some students have found it easier to know what they need to know before class since they are more prepared and can easily connect the ideas they learned with the concepts they learned from the teacher throughout the course, which has improved their learning experience. In other cases, students said that flipped learning was more beneficial to their education since they found it easier to grasp the concepts in this format than in a regular one. Normality and outliers test was performed before the analysis of the pre- and posttest data to ensure that the data gathered were normally distributed, which led to the adoption of an inferential statistical test.Figure 5
Stages of experimental design flow.This study discusses the self-efficacy ratio, positive attitude level, student motivation ratio, interaction ratio, and performance ratio based on comparative analysis such as PE multimedia teaching based on unsupervised feature learning (PEMT-UFL), web embedded systems and virtual reality (WES-VR), cloud computing platform (CCP), and teaching intelligence system (TIS) with our proposed FL-TITM.


### 4.1. Self-Efficacy Ratio (%)

Self-efficacy in athletics refers to a person’s belief in one’s abilities to cope effectively with the challenges of athletic competition. Efficacy in athletic performance is described as an athlete's conviction in their capacity to carry out an action that will result in the desired outcome. Self-efficacy refers to confidence in one’s capability to perform a particular behavior successfully. Self-efficacy beliefs are significant due to the belief that one can exercise, even provided restraints and impediments like feeling tired or busy are connected with a higher probability of doing it. Flipped learning is one of the numerous contemporary instructional strategies that professionals and educators have increasingly considered over the last ten years. The curriculum material is delivered to the students outside the classroom through various devices using this approach. The classroom is set apart for engaging conversations, motivating the students, physical exercise, etc. This research aims to investigate the effects of this strategy on the amount of physical activity engaged in by students. This research examines if the flip learning approach or the conventional method produces better results in student performance and feelings of self-efficacy. The self-efficacy ratio was found based on the semistructured interviews and equation (3) among physical education students.Figure6 shows the self-efficacy ratio. The academic achievement exam developed by the researchers is used to assess the students’ levels of learning. The training program is carried out throughout eight sessions lasting forty-five minutes each. The study was conducted using a design containing a pretest, posttest, and control groups. Descriptive statistics and inferential covariance statistics were used to do the data analysis. According to the findings of this research project, the average levels of academic achievement and self-efficacy attained by students taught using the flip learning method were noticeably superior to the grades obtained by students instructed using the conventional instructional approach. Students who used the flip learning approach improved their sense of self-efficacy and academic performance.Figure 6
Self-efficacy ratio (%).


### 4.2. Positive Attitude Level (%)

The primary objective of this project is to develop a constructive attitude towards physical exercise and the decisions that students make concerning active living. When they miss a shot, athletes with a positive attitude utilize their thoughts to boost their self-confidence instead of tearing themselves down. The activities focus on students’ ability to connect within their classrooms, the classrooms of their pals, and the school. The students were actively involved in formulating objectives for themselves that might be achieved in terms of their level of physical activity. In order to guarantee that each student had a clear understanding of the expectations placed upon them about what active involvement during fitness class should look like and sound like, teachers served as role models for positive reinforcement and mentorship among classmates. The positive attitude level has been determined using semistructured interviews and equation (1) among physical education students.Figure7 deliberates the positive attitude level using the dataset [23]. This paper utilizes team-building exercises, which are one-way teachers encouraging people to interact with one another. As part of the check-in to determine whether or not the students had achieved their fitness objectives and made progress, their runs were timed. Fitbits were used by the participants to monitor their heart rates and verify that they were reaching the desired heart rate. In addition, people were responsible for keeping a log of the number of steps they took while at school.Figure 7
Positive attitude level (%).


### 4.3. Student Motivation Level (%)

Teachers must deal with different aspects of students’ holistic development, including academic achievement, sociodynamics, religious and psychological well-being, and social conduct, such as motivation. Intrinsically motivated athletes engage in sports for various reasons, including the enjoyment of playing their sport, the challenge of competition and attaining new personal levels, skill growth, and exploration of potential. Research must be conducted on these dynamics since they influence the efficiency of teaching and learning in educational environments. Action research is an acceptable type of research in which the educator takes the researcher’s position, with the students serving as the participants in the study. Instructors of physical education need to vary the topics covered in the video lectures they make available to their students because the subject matter significantly influences the levels of motivation exhibited by their people, which could result in people declining to view the video lecture in question. The student motivation level has been determined using semistructured interviews and equation (2) among physical education students.Figure8 deliberates the student motivation ratio using the dataset [27]. This research indicated that a favorable effect might be achieved via the flipped learning pedagogical method in physical education. It will be fascinating to look into whether or not FL is capable of improving students’ learner motivation and actively engaging in PE, students’ well-being in terms of mental and physical issues, as well as educators’ attitudes after having such a methodology accused of being involved in another subject area, and whether or not it has an advantageous effect on students’ academic performance. If we had more opportunities, it would be fascinating to look into whether or not flipped teaching is capable of improving students’ motivation for learning and participation in physical education. These study fields can potentially contribute to the success of flipped learning, which unquestionably has various advantages for the students and the country.Figure 8
Student motivation ratio (%).


### 4.4. Interaction Ratio (%)

This study proposed a teaching and learning strategy for managing interaction and motivation, centered-learner classes, and applying a flipped learning strategy in physical education classes. The first flipped learning class instructor invited the students to raise their hands if they had already seen the online streaming lecture and read the lecture notes. It was discovered that more than half of them had seen the vast videos and majority of them had read the lecture note. The visual analysis aims to understand better the classroom surroundings, including the students’ interactions and social dynamics. The interaction ratio has been determined using semistructured interviews and equation (3) among physical education students.Figure9 depicts the interaction ratio based on the dataset [27]. The researcher can create useful evidence of the efficiency of flipped-engaged learning in this study by actively participating in the learning process. The researcher decided to video record each class to assure the reliability and validity of this kind of study. By doing so, the researcher evaluated every session without omitting any out-of-sight activities. Based on the researcher’s visual analysis, student interactions are the primary area of interest.Figure 9
Interaction ratio (%).


### 4.5. Performance Ratio (%)

The general move in physical education toward student-centered instructional design makes it essential to evaluate the student’s performance on this flipped pedagogical methodology. Flipped learning model (FLM) might be utilized to empower students’ self-regulation abilities to engage learners in learning. Provide self-regulated learning tools to students in flipped physical education courses to address FCM studies’ concerns about students’ unwillingness to take responsibility for their learning, how long videos are, and how they do not provide instant feedback. The performance ratio has been determined using semi-structured interviews using equation (4) among physical education students.Figure10 signifies the performance ratio with the dataset [23]. Students were given feedback from the teacher, who went through the worksheet looking for any missing or incorrect answers they could have on it. There is an opportunity for people to discuss the topics they had the greatest difficulty with (feedback). Students completed self-assessment exercises after each class (self-evaluation). A self-reflection form is provided for people to explain why they performed well or poorly in various language tasks. In this way, students might make up for whatever shortcomings or errors they might have made throughout the exercises.Figure 10
Performance ratio (%).On thex-axis, we take the number of students, and on the y-axis, we take a self-efficacy ratio, positive attitude level, student motivation ratio, interaction ratio, and performance ratio based on comparative analysis such as PE multimedia teaching based on unsupervised feature learning (PEMT-UFL), web embedded systems and virtual reality (WES-VR), cloud computing platform (CCP), and teaching intelligence system (TIS) with our proposed FL-TITM.


## 4.1. Self-Efficacy Ratio (%)

Self-efficacy in athletics refers to a person’s belief in one’s abilities to cope effectively with the challenges of athletic competition. Efficacy in athletic performance is described as an athlete's conviction in their capacity to carry out an action that will result in the desired outcome. Self-efficacy refers to confidence in one’s capability to perform a particular behavior successfully. Self-efficacy beliefs are significant due to the belief that one can exercise, even provided restraints and impediments like feeling tired or busy are connected with a higher probability of doing it. Flipped learning is one of the numerous contemporary instructional strategies that professionals and educators have increasingly considered over the last ten years. The curriculum material is delivered to the students outside the classroom through various devices using this approach. The classroom is set apart for engaging conversations, motivating the students, physical exercise, etc. This research aims to investigate the effects of this strategy on the amount of physical activity engaged in by students. This research examines if the flip learning approach or the conventional method produces better results in student performance and feelings of self-efficacy. The self-efficacy ratio was found based on the semistructured interviews and equation (3) among physical education students.Figure6 shows the self-efficacy ratio. The academic achievement exam developed by the researchers is used to assess the students’ levels of learning. The training program is carried out throughout eight sessions lasting forty-five minutes each. The study was conducted using a design containing a pretest, posttest, and control groups. Descriptive statistics and inferential covariance statistics were used to do the data analysis. According to the findings of this research project, the average levels of academic achievement and self-efficacy attained by students taught using the flip learning method were noticeably superior to the grades obtained by students instructed using the conventional instructional approach. Students who used the flip learning approach improved their sense of self-efficacy and academic performance.Figure 6
Self-efficacy ratio (%).


## 4.2. Positive Attitude Level (%)

The primary objective of this project is to develop a constructive attitude towards physical exercise and the decisions that students make concerning active living. When they miss a shot, athletes with a positive attitude utilize their thoughts to boost their self-confidence instead of tearing themselves down. The activities focus on students’ ability to connect within their classrooms, the classrooms of their pals, and the school. The students were actively involved in formulating objectives for themselves that might be achieved in terms of their level of physical activity. In order to guarantee that each student had a clear understanding of the expectations placed upon them about what active involvement during fitness class should look like and sound like, teachers served as role models for positive reinforcement and mentorship among classmates. The positive attitude level has been determined using semistructured interviews and equation (1) among physical education students.Figure7 deliberates the positive attitude level using the dataset [23]. This paper utilizes team-building exercises, which are one-way teachers encouraging people to interact with one another. As part of the check-in to determine whether or not the students had achieved their fitness objectives and made progress, their runs were timed. Fitbits were used by the participants to monitor their heart rates and verify that they were reaching the desired heart rate. In addition, people were responsible for keeping a log of the number of steps they took while at school.Figure 7
Positive attitude level (%).


## 4.3. Student Motivation Level (%)

Teachers must deal with different aspects of students’ holistic development, including academic achievement, sociodynamics, religious and psychological well-being, and social conduct, such as motivation. Intrinsically motivated athletes engage in sports for various reasons, including the enjoyment of playing their sport, the challenge of competition and attaining new personal levels, skill growth, and exploration of potential. Research must be conducted on these dynamics since they influence the efficiency of teaching and learning in educational environments. Action research is an acceptable type of research in which the educator takes the researcher’s position, with the students serving as the participants in the study. Instructors of physical education need to vary the topics covered in the video lectures they make available to their students because the subject matter significantly influences the levels of motivation exhibited by their people, which could result in people declining to view the video lecture in question. The student motivation level has been determined using semistructured interviews and equation (2) among physical education students.Figure8 deliberates the student motivation ratio using the dataset [27]. This research indicated that a favorable effect might be achieved via the flipped learning pedagogical method in physical education. It will be fascinating to look into whether or not FL is capable of improving students’ learner motivation and actively engaging in PE, students’ well-being in terms of mental and physical issues, as well as educators’ attitudes after having such a methodology accused of being involved in another subject area, and whether or not it has an advantageous effect on students’ academic performance. If we had more opportunities, it would be fascinating to look into whether or not flipped teaching is capable of improving students’ motivation for learning and participation in physical education. These study fields can potentially contribute to the success of flipped learning, which unquestionably has various advantages for the students and the country.Figure 8
Student motivation ratio (%).


## 4.4. Interaction Ratio (%)

This study proposed a teaching and learning strategy for managing interaction and motivation, centered-learner classes, and applying a flipped learning strategy in physical education classes. The first flipped learning class instructor invited the students to raise their hands if they had already seen the online streaming lecture and read the lecture notes. It was discovered that more than half of them had seen the vast videos and majority of them had read the lecture note. The visual analysis aims to understand better the classroom surroundings, including the students’ interactions and social dynamics. The interaction ratio has been determined using semistructured interviews and equation (3) among physical education students.Figure9 depicts the interaction ratio based on the dataset [27]. The researcher can create useful evidence of the efficiency of flipped-engaged learning in this study by actively participating in the learning process. The researcher decided to video record each class to assure the reliability and validity of this kind of study. By doing so, the researcher evaluated every session without omitting any out-of-sight activities. Based on the researcher’s visual analysis, student interactions are the primary area of interest.Figure 9
Interaction ratio (%).


## 4.5. Performance Ratio (%)

The general move in physical education toward student-centered instructional design makes it essential to evaluate the student’s performance on this flipped pedagogical methodology. Flipped learning model (FLM) might be utilized to empower students’ self-regulation abilities to engage learners in learning. Provide self-regulated learning tools to students in flipped physical education courses to address FCM studies’ concerns about students’ unwillingness to take responsibility for their learning, how long videos are, and how they do not provide instant feedback. The performance ratio has been determined using semi-structured interviews using equation (4) among physical education students.Figure10 signifies the performance ratio with the dataset [23]. Students were given feedback from the teacher, who went through the worksheet looking for any missing or incorrect answers they could have on it. There is an opportunity for people to discuss the topics they had the greatest difficulty with (feedback). Students completed self-assessment exercises after each class (self-evaluation). A self-reflection form is provided for people to explain why they performed well or poorly in various language tasks. In this way, students might make up for whatever shortcomings or errors they might have made throughout the exercises.Figure 10
Performance ratio (%).On thex-axis, we take the number of students, and on the y-axis, we take a self-efficacy ratio, positive attitude level, student motivation ratio, interaction ratio, and performance ratio based on comparative analysis such as PE multimedia teaching based on unsupervised feature learning (PEMT-UFL), web embedded systems and virtual reality (WES-VR), cloud computing platform (CCP), and teaching intelligence system (TIS) with our proposed FL-TITM.


## 5. Conclusion

The proposed FL-TITM method allows students a more independent learning experience by giving them more control and responsibility for their physical activity learning. Moreover, FL is one of the ways of technology incorporation as part of teaching and learning seems appropriate as a support for the learners and predictably allows them to improve their ICT capability. The related data were restrained, and the experiment and analysis were intended to execute blending analysis on the acquired information. The analysis demonstrated that the students' exercise games, motivation, and positive attitude toward the improved physical education model were significantly mobilized. Students in an e-course should be able to engage in physical activities that meet their physical, emotional, social, and mental curriculum demands by employing remote exergames, which are becoming more popular as an educational alternative. The test results show that our FL-TIIM has a high self-efficacy ratio of 96.7%, a positive attitude level of 98.6%, a student motivation ratio of 95.3%, an interaction ratio of 98.5%, and a performance ratio of 90.3%. This research's critical limitation was educators’ digital competence to make and impart content from an inverted perspective via the innovative methodology in question. This study intends to examine the digital competence of flipped learning instructors to compare methodological efficiency with their level of digital skills.



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