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The Current Status of Active Expression Behavior in Class of Chinese College Students and Its Impact on Learning Gains

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The Frontier of Education Reform and Development in China

Part of the book series: Educational Research in China ((ESERC))

Abstract

Class reticence is a stereotype about the characteristics of Chinese college students’ classroom participation. This study explores the current situation of Chinese college students’ active expression behavior in class and whether it could facilitate their learning under the background of social modernization and China's higher education reforming. This paper examines the problem with descriptive statistics and multiple regression analysis methods based on the China College Student Survey (CCSS) dataset 2016–2017. The results show that, first, most Chinese college students express their views in class to a certain extent, and such explicit expression is always based on implicit deep-thinking engagement. Second, students who are more active in in-class expression have better learning gains, particularly those with a relatively lower level of deep-thinking engagement. The findings suggest that both traditional and modern culture should be considered when exploring Chinese college student learning features. It is also worth changing teachers’ and students’ traditional ideas about active expression to encourage students to express more in class.

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Notes

  1. 1.

    John Biggs proposed the Paradox of the Chinese Learner at an international conference in the 1990s. It refers to the phenomenon that Chinese students’ passive and root learning unexpectedly obtained excellent academic achievement in various international tests, which is much better than that of Western learners.

  2. 2.

    The questionnaire has set the same questions with the same content in two locations; both are 4-point Likert scales. If the difference between the answers in two locations is greater than or equal to 2, we believe the respondent does not answer the question seriously; thus, it will be deleted.

  3. 3.

    China started its world-class university construction projects in the mid-1990s. The most influential and well-known projects are “Project 211” and “Project 985” (more selective). The 110 universities in these projects were widely considered elite universities by Chinese society.

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Correspondence to Huafeng Zhang .

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Appendix

Appendix

Definition, measurement and descriptive statistics of other control variables

Variable name

Definition and measurement

M(SD/percentage (weighted)

Receptive engagement

To what extent students listen carefully and take notes in class, including 2 items

2.96 (0.65)

Overall motivation

To what extent the student is motivated to learn, containing 1 item. Continuous variable

4.95(1.32)

Extracurricular academic engagement

Peer learning

To what extent students learn with their peers (e.g., ask questions each other), containing 4 items. Continuous variable. Cronbach's α = 0.77

2.77(0.58)

Student-faculty academic interaction

To discuss homework and course content with teachers out of class, containing 2 items. Continuous variable. Cronbach's α = 0.76

2.23 (0.74)

High-impact educational activity participation

Extended activity

Whether students participate in any activities beyond the curriculum requirement such as language learning, study abroad, and take a second degree, dummy variable, 1 = participated,0 = not participate(comparison group)

1 = 20.04%, 0 = 79.90%

Research-related activity

Whether students participate in research-related activities such as academic competitions, academic research, and contributed to conferences/journals, dummy variable, 1 = participated,0 = not participate(comparison group)

1 = 35.16%, 0 = 64.78%

Social practice

Whether students participate in social practice such as an internship, social practice investigations, or volunteer activities, dummy variable, 1 = participated,0 = notparticipate(comparison group)

1 = 72.75%, 0 = 22.22%

The missing rate of the NCEE score was the highest, 6.61%. In comparison, the missing rate of other variables is less than 3%

Campus support

Relational support

The overall relationship between students and various types of teachers and peers, containing 4 items. Continuous variable. Cronbach's α = 080

5.13(1.15)

Developmental support

Student perceived academic, vocational, psychological, entertaining and economic support, containing 5 items. Continuous variable. Cronbach's α = 0.86

3.22(0.50)

Student background characteristics

Female

Whether or not the student is female. Dummy variable, 1 = yes, 0 = no (comparison group)

1 = 47.98%

0 = 52.02%

Minority

Whether or not the student is minority student or not. Dummy variable, 1 = yes, 0 = no (comparison group)

1 = 8.28%, 0 = 91.72%

Single child

Whether or not the student is the only child in his/her family. Dummy variable, 1 = yes, 0 = no(comparison group)

1 = 46.06%, 0 = 52.41%

Parental occupation

Integrated parental occupation status (higher occupation status between student’s father and mother). 1 = farmer(comparison group), 2 = non-technical worker, 3 = skilled technician/self-employer/police, 4 = professionals, 5 = middle- or high-level company manager/government officials, 6 = others

1 = 11.18%, 2 = 15.68%, 3 = 32.37%, 4 = 13.30%, 5 = 18.05%,6 = 7.92%

Family first-generational students

Whether student is a first-generation college student in their families. Dummy variable, 1 = yes(parental education level is high school and below),0 = no (parental education level is junior college and above)(comparison group)

1 = 69.75%, 0 = 30.25%

Rural

Whether or not the student lives in rural areas before college. Dummy variable, 1 = yes, 0 = no (comparison group)

1 = 28.61%, 0 = 71.39%

NCEE score

Student National College Entrance Exam score. Continuous variable. It is standardized according to live areas, entry year, and major

481.22(116.93)

Key high school

Student once studied in the key high school in their cities. Dummy variable,1 = yes, 0 = no (comparison group)

1=47.67%, 0=52.33%

 

University and college type student study in. categorical variables. 1 = 985 project university type universities (comparison group), 2 = 211 project universities, 3 = local universities, 4 = local colleges

1 = 3.07%,2 = 7.99%, 3 = 36.89%, 4 = 52.044%

Humanity and social science

Whether or not the student majors in humanities and social sciences. Dummy variable, 1 = yes, 0 = no (comparison group)

1 = 43.02%, 0 = 56.98%

Higher grade

Whether student study in higher grade (the third and fourth grade);Dummy variable, 1 = yes,0 = no (comparison group)

1 = 50.90%, 0 = 49.10%

Social desirability level

Individual proposition and tendency to give a better response when filling in self-reported questions, containing 8 items

53.30(21.65)

Year 2017

Whether student participate in the survey in 2017;Dummy variable, 1 = 2017, 0 = 2016(comparison group)

1 = 53.54%, 0 = 46.46%

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Zhang, H., Guo, F., Shi, J. (2023). The Current Status of Active Expression Behavior in Class of Chinese College Students and Its Impact on Learning Gains. In: Guo, D. (eds) The Frontier of Education Reform and Development in China. Educational Research in China. Springer, Singapore. https://doi.org/10.1007/978-981-19-6355-1_10

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