Reliability and validity
The one-week questionnaire is sent to the students online in the form of a link by the head teacher who is responsible for supervising the students to complete the questionnaire carefully. A total of 2828 questionnaires were collected. Before data analysis, the reliability and validity of the questionnaire should be tested. Only on the premise of ensuring the reliability and validity of the questionnaire, can data analysis be meaningful (Zeng et al., 2017). The reliability test of the questionnaire was completed by SPSS statistical software, as follows.
Reliability refers to the dependability, stability and consistency of the results measured by the scale (Wang et al., 2013). The reliability test methods mainly include Alpha coefficient method, split-half method, retest reliability method, etc. The questionnaire reliability test uses Alpha coefficient method. According to relevant literature, when Cronbach’s alpha is greater than 0.9, the questionnaire reliability is the best. A score around 0.8 is very good, while a score above 0.6 is good (Ma et al., 2015; Pan, 2019). All dimensions’ Cronbach’s alpha of this questionnaire ranged from 0.643 to 0.866, and the overall value was 0.841, indicating good reliability, as shown in Table 2.
Table 2 Cronbach’s alpha for each dimension and the whole Validity refers to content validity in this study. The questionnaire items have been revised and improved after multiple rounds of three experts’ consultation, and the validity of the content can be guaranteed.
Descriptive statistics
Course satisfaction
Course satisfaction includes three aspects: course content, teacher-student communication, and teacher's teaching enthusiasm. The content of the course refers to the degree to which students have mastered the content of learning, and the resulting sense of accomplishment. Teacher-student communication is the experience of teachers' explanations, incentives and various interactive activities in the teaching process. Teaching enthusiasm means that students feel the teacher's devotion to the teaching work. As shown in Table 3, most students are satisfied with live broadcast teaching. More than 50% of students are very satisfied with course communication and teachers’ enthusiasm. Nearly 80% of students are somewhat or very satisfied with course content. Therefore, most students are satisfied with the live broadcast teaching in class, which is similar to the other research results (Cui, 2018).
Table 3 Live broadcasting teaching satisfaction (n = 2828) Homework satisfaction
Homework satisfaction includes two aspects: homework completion and homework submission. The completion of homework refers to the completion of the homework on time according to the teacher's requirements and the accuracy rate is above 80%. Assignment submission is the convenience of using the Learning Management System (LMS) when students submit their assignments. As shown in Table 3, nearly 50% of students are very satisfied with the completion of the course. However, only 25.6% of students are very satisfied with course submission. This means that students are not too satisfied with the operation of LMS. There may be two reasons for this. First, during the COVID-19 pandemic, students use less LMS and are unfamiliar with its operation, making it inconvenient to use. Secondly, due to the rapid increase in the number of users, LMS's customer service did not provide adequate support for students. Students encountered problems in the process of using LMS and could not get timely answers.
Teacher’s feedback satisfaction
Table 3 shows that 46.85% of students were very satisfied with teachers' feedback. Only a few students are somewhat or very dissatisfied with teacher's feedback. Most students always get the teacher's feedback on their homework in time. Most students think that the teacher's feedback is helpful or very helpful to their study, and a few students think that the teacher's feedback is not helpful at all. In the live broadcast teaching model, students submit their homework online to teachers for review and feedback. The online method also enables teachers to review students' homework without time and space constraints, at the same time they have more time and energy to feedback students' homework during the live broadcast teaching. Therefore, students in the live broadcast teaching model have high satisfaction with teachers' review and feedback.
Satisfaction with answering questions
As shown in Table 3, nearly 49.33% of students were only somewhat satisfied with answering questions. This means that students are not too satisfied with answering questions. The reason lies in two aspects: one is that teachers have rarely participated in online Q&A activities in the past and are not good at this way of communication. At the same time, they are not proficient in the operation of the Q&A system, which makes the Q&A effect not good enough. On the other hand, teachers have heavy teaching tasks, and answering questions requires extra leisure time, and the response to students is not timely, which affects students’ satisfaction with answering questions.
Differences analysis
Gender
In order to understand the differences of learning time, course satisfaction, learning consciousness and other relevant dimensions of students of different genders in the process of live teaching, the independent sample test was used to compare and analyze the variables of different genders in each dimension. The analysis results showed that there were significant differences (P < 0.05) between male and female students in the following three aspects: the duration of watching the live broadcast in the dimension of online live broadcast teaching, the duration of completing the homework in the dimension of offline independent completion of homework with both quality and quantity guaranteed, and the dimension of teachers' evaluation and feedback. And there is no significant difference between the online live teaching teachers' course satisfaction and the offline convenience of completing and submitting homework independently (P > 0.05). The results also reveal that 95.28% of the female students and 92.16% of the male students watched the whole broadcast according to the class schedule. In terms of the completion of assignments on time with both quality and quantity guaranteed, 55.69% of girls and 43.97% of boys choose "always true". The proportion of girls who always read teachers' feedback carefully is still higher than that of boys. The results also show that the conscientiousness of female students is higher than that of male students, which is consistent with teachers’ interview in which most teachers believe that female students are more self-disciplined and learn more carefully than male students in the process of live teaching. This is also similar to the research results of Chen et al. (2011) that female middle school students have a higher degree of learning engagement than male students, which may be the reason for the significant difference in whether teacher feedback is helpful in the dimension of teacher review feedback.
Grade
In order to understand the differences in learning time, course satisfaction, learning consciousness and other relevant dimensions of students of different grades in the process of live teaching, one-way analysis of variance was used to compare and analyze the variables of different grades in each dimension. The results showed that there were significant differences in students' grades in the following three aspects: the teaching satisfaction of teachers in the dimension of online live broadcast teaching, the convenience of submitting assignments offline and completing assignments on time with quality and quantity guaranteed and the careful checking of teachers' homework feedback in the dimension of teachers' evaluation feedback (P < 0.05). And there was no significant difference in other aspects (P > 0.05). Through grouping independent sample test, it was found that there was no significant difference between Grade 1 and Grade 2 in all aspects, with Grade 3 being the main difference between Grade 3 and other grades. At the same time, statistics showed that the proportion of "highly satisfied" in the lower grades was higher than that in the higher grades. The reason may be that the third grade is currently in the review stage, with deeper learning content, greater learning intensity, more learning capacity and basic knowledge already learned, so it sounds lack of passion in class. More complex content, form and capacity reduce the convenience of submitting assignments and increase the time for completing assignments. As a result, students are less likely to see teacher' feedback due to time constraints and familiarity with the content.
Home location
In order to understand the differences in learning time, course satisfaction, learning consciousness and other relevant dimensions of students from different home locations in the process of live teaching, the independent sample test was used to compare and analyze the variables in each dimension. The analysis results showed that there were significant differences (P < 0.05) between students' home location and the following three aspects: the duration of watching live broadcast on the online live broadcast teaching dimension; the convenience to submit and finish homework on time and with quality and quantity guaranteed for the offline independent completion dimension; and the careful checking of teachers' homework feedback on the evaluation and feedback dimension. And there was no significant difference in other aspects (P > 0.05). According to statistics, urban students are more serious in class than rural students, which is similar to the research results of Luo (2012), which shows that the learning involvement of rural junior middle school students is significantly lower than that of urban junior middle school students. Through interviews with teachers, it is found that, on the one hand, the hardware conditions in rural areas are worse than those in urban areas; on the other hand, there are differences between rural and urban parents in the supervision of their children, and urban parents pay more attention to their children's study than rural parents.
Type of device used
In order to understand the differences in learning time, course satisfaction, learning consciousness and other relevant dimensions of students of different types of device in the process of live teaching, one-way analysis of variance was used to compare and analyze the variables of different terminals in each dimension. The analysis results showed that there were significant differences (P < 0.05) between students' type of device and the following three aspects: the duration of watching live broadcast on the online live broadcast teaching dimension; the duration of completing the homework in the dimension of offline independent completion of homework with both quality and quantity guaranteed; and the careful checking of teachers' homework feedback on the evaluation and feedback dimension. And there was no significant difference in other aspects (P > 0.05). Through statistics, it is found that the proportion of tablets is slightly higher than that of computers in terms of whether teachers’ feedback can be obtained in time, and the proportion of computers is the highest in other aspects, indicating that the use of computer terminals for live teaching is better than other terminals. The reason may be that the computer screen is bigger than the mobile phone, and the visual effect is better when watching the teacher's live teaching. Although mobile phones are not limited by space, they are easily affected by external factors such as playing games and answering calls. In addition, it is easier for parents to supervise the live broadcast by using a computer, and the computer is more convenient to control by using a mouse than a mobile phone.
Parental companionship
In order to understand the differences in learning time, course satisfaction, learning consciousness and other relevant dimensions of parental companionship in the process of live teaching, one-way analysis of variance was used to compare and analyze the variables of parental companionship in each dimension. The analysis results showed that there were significant differences in all aspects of parental companionship (P < 0.05), and statistics showed that the more parental companionship, the students done better. For example, course satisfaction, as shown in Table 4, the proportion of parental accompany in different course satisfaction is shown from left to right. The results revealed that the more parents accompany the students, the more the students are satisfied with the course. Other research also showed that the more parents' participation in children's learning, the better their children's learning performance will be (Gao, 2016; Li, 2019). The self-control of middle school students is not as good as that of adults, and they tend to be distracted when participating in online learning. Parents' companionship can give students emotional support, and may help to achieve the learning tasks smoothly, thereby improving course satisfaction.
Table 4 Statistics on parental companionship and students’ online live satisfaction (n = 2828)