Institutional Adoption and Implementation of Blended Learning in the Era of Intelligent Education
Abstract
:1. Introduction
- How are the courses transformed and applied during the institutional educational reform period?
- What are the effects of the transformed BL courses in improving learning performance?
- To what extent have the involved instructors gained professional development?
2. Literature Review
2.1. Blended Learning Strategy
2.2. Blended Learning Structure
2.3. Blended Learning Support
3. Methodology
3.1. Research Design
3.2. Sample Description
3.3. Instruments
3.4. Data Collection and Analysis
4. Results and Discussion
4.1. Fulfillment of the Intervention Objective
4.1.1. Achievement on Blended Learning Strategy
4.1.2. Achievement on Blended Learning Structure
4.1.3. Achievement on Blended Learning Support
4.2. Transformation of Institutional Courses
4.2.1. Course Transformation
4.2.2. Course Application
4.3. Improvement of Students’ Learning Performance
4.3.1. Effect in Improving Learning Performance
4.3.2. Students’ Satisfaction Rate of the BL Courses during School Closure Period
4.4. Development of Instructors’ Professional Skills
4.4.1. Instructors’ BL Projects and Publications
4.4.2. Instructors’ Perception on Professional Development
5. Conclusions and Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
- The learning resources provided by the instructor are rich and novel, which can reflect the latest frontiers of the subject. 1 2 3 4 5
- This course has helped me improve my comprehensive ability to solve complex problems. 1 2 3 4 5
- This course is very useful for my study, develops my thinking ability and improves my sense of identity with my major. 1 2 3 4 5
- There are many interactive teaching activities between instructors and students, such as discussion, group work, etc. 1 2 3 4 5
- This course has helped me improve my thinking ability, such as in-depth analysis and questioning. 1 2 3 4 5
- The course set high standards and I had to work hard to meet them. 1 2 3 4 5
- The course assessment covers academic papers/research reports, tests and other kinds of assessments, which require great efforts to complete. 1 2 3 4 5
Appendix B
- Department
- Gender
- Education Degree: bachelor’s master’s doctoral
- Teaching Age: <5 years 6–10 years 11–20 years >21 years
- Professional Title:Teaching assistant Assistant Professor Associate Professor Professor
- Start BL course in: 2015 2016 2017 2018 2019 2020 2021 not yet
- Number of classes involved in my BL courses in the previous schooling year0 1 2 3 4 5 >5
- Number of BL related papers published as 1st author0 1 2 3 4 5 >5
No. | Blended Learning Reform Activities | (A) Participation | (B) Impact on Professional Development | |||||
---|---|---|---|---|---|---|---|---|
Yes | No | Very Small | Small | Medium | Big | Very Big | ||
9 | the institutional BL policy | |||||||
10 | feedback from school inspection and/or peers | |||||||
11 | feedback from students | |||||||
12 | LMS for BL course implementation | |||||||
13 | the institutional BL community of practice (the Wechat Group) | |||||||
14 | the BL lectures, workshops, and salons | |||||||
15 | BL course transformation with institutional funding | |||||||
16 | BL course transformation without institutional funding | |||||||
17 | provincial BL reform projects and/or provincial award on teaching competitions |
Appendix C
- Curriculum introduction should cover curriculum objectives, teaching and learning hours, credits, focal and difficult points, teaching approaches, assessment methods, teaching staff, etc.
- Self-regulated learning guidance should contain learning content, resources, and assessment methods. It is suggested that 20–50% of the course hours be allocated for self-regulated learning conducted out of class.
- Blended Learning Design should ensure a cohesive link between in- and out-of-class learning, and a cohesive link between online and face-to-face learning. It is recommended that instructors use case-based instruction, heuristic instruction, flipped classroom, etc. to implement the BL design.
- Online interaction and discussion should be mainly conducted on LMS forums; meanwhile, instructors are supposed to involve themselves in such interaction.
- Course assessment should cover both formative and summative assessments. Formative assessment should ensure its quantity and variety. A minimum of one formative assessment (e.g., group work, in-class presentation, etc.) that examines the fulfillment of MOE’s first-class curriculum evaluation standard (IHC) is required. Meanwhile, the weight of the summative assessment should not outweigh that of the formative assessment.
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Category | Stage 1: Exploration (2015–2016) | Stage 2: Early Implementation (2017–2018) | Stage 3: Mature Implementation (2019–2021) |
---|---|---|---|
Strategy | |||
Purpose | Less F2F 1 time | Ss’ abilities Ts’ development | Ss’ abilities Ts’ p development |
Implementation | <5% of courses involved | 18% of courses involved | 59% of courses involved 20–50% online |
Policy | Institutional policy (V1 2) | Institutional policy (V2) | Institutional BL policy (V3) |
Structure | |||
Governance | LMS 3 school inspection | LMS school inspection | LMS school inspection Video surveillance Ss survey |
Models | Standard 151 (V1) | Standard 151 (V2) | Standard 151 (V3) |
Scheduling | OL 4 curriculum schedule | OL curriculum schedule BL curriculum schedule | BL curriculum schedule |
Evaluation | Small-scale Ss survey | Large-scale Ss survey Formative evaluation | Large-scale Ss survey Formative evaluation Summative evaluation |
Support | |||
Technical | LMS | LMS BL Community of Practice | LMS BL Community of Practice |
Pedagogical | 6 BL lectures 5 BL workshops 22 BL salons | 8 BL lectures 6 BL workshops 25 BL salons Fund/arrange BL trainings | One-to-one expert guidance 4 BL lectures Fund BL trainings |
Incentives | Fund 53 BL courses Fund provincial projects Teaching hrs counted as double | Fund 13 BL courses Fund provincial projects Teaching hrs counted as double | Fund provincial projects Teaching hrs counted as double Teaching hrs of credited BL courses counted as double |
LMS | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 |
---|---|---|---|---|---|---|---|
Moodle | 31 | 19 | 72 | 39 | 41 | 511 | 400 |
iCourse | 0 | 0 | 0 | 0 | 5 | 8 | 19 |
Zhihuishu | 0 | 0 | 0 | 1 | 12 | 15 | 22 |
Xuetang | 0 | 0 | 0 | 1 | 3 | 6 | 9 |
Xueyin | 0 | 0 | 0 | 1 | 1 | 3 | 8 |
Total | 31 | 19 | 72 | 42 | 62 | 543 | 458 |
LMS | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 |
---|---|---|---|---|---|---|---|
Moodle | 20,415 | 8596 | 43,712 | 6141 | 20,003 | 117,211 | 79,555 |
iCourse | 0 | 0 | 0 | 0 | 37,351 | 62,966 | 117,020 |
Zhihuishu | 0 | 0 | 0 | 110 | 46,551 | 63,684 | 59,598 |
Xuetang | 0 | 0 | 0 | 8727 | 7300 | 23,898 | 3524 |
Xueyin | 0 | 0 | 0 | 277 | 3396 | 5800 | 6635 |
Total | 20,415 | 8596 | 43,712 | 15,255 | 114,601 | 273,559 | 266,332 |
2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | Total | |
---|---|---|---|---|---|---|---|---|
Online 1 | 1168 | 2996 | 5756 | 6170 | 8783 | 23,361 | 22,913 | 71,147 |
Total 2 | 115,034 | 115,604 | 115,967 | 122,733 | 136,844 | 149,577 | 148,159 | 903,918 |
OL/Total | 1.02% | 2.59% | 4.96% | 5.03% | 6.42% | 15.62% | 15.47% | 7.87% |
Categories | Fall Semester of 2019 | Fall Semester of 2020 | ||||
---|---|---|---|---|---|---|
BL (M) | Non-BL (M) | Sig. | BL (M) | Non-BL (M) | Sig. | |
Innovation | 4.618 | 4.611 | 0.828 | 4.682 | 4.612 | 0.002 * |
Higher-order | 4.6095 | 4.597 | 0.694 | 4.6495 | 4.617 | 0.223 * |
Challenge | 4.577 | 4.543 | 0.321 * | 4.697 | 4.6425 | 0.045 * |
Total | 4.6025 | 4.5855 | 0.593 | 4.6725 | 4.623 | 0.032 * |
Year | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | |
---|---|---|---|---|---|---|---|---|
Level | ||||||||
School | 31 | 25 | 18 | 9 | 18 | 26 | 23 | |
Provincial | 1 | 3 | 3 | 2 | 2 | 7 | 14 |
Publication | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | Total |
---|---|---|---|---|---|---|---|---|
National | 1 | 1 | 10 | 10 | 8 | 10 | 13 | 53 |
International | 1 | 1 | 1 | 3 |
Category | Indicator | Involvement | Perception on Gains (M) | |
---|---|---|---|---|
No. of Ts | Percentage | |||
Strategy | The institutional BL policy | 285 | 82.37% | 3.44 |
Structure | Feedback from school inspection and/or peers | 249 | 71.97% | 3.40 |
Feedback from students | 288 | 83.24% | 3.55 | |
Support | LMS for BL course implementation | 264 | 76.30% | 3.55 |
The institutional BL community of practice (the Wechat Group) | 197 | 56.94% | 3.32 | |
The BL lectures, workshops, and salons | 237 | 68.50% | 3.60 | |
BL course transformation with institutional funding | 66 | 19.08% | 3.64 | |
BL course transformation without institutional funding | 224 | 64.74% | 3.21 | |
Provincial BL reform projects and/or provincial award in teaching competitions | 92 | 26.59% | 3.64 |
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Zhang, C.; Wen, M.; Tong, K.; Chen, Z.; Wen, Q.; Yang, T.; Liu, Q. Institutional Adoption and Implementation of Blended Learning in the Era of Intelligent Education. Appl. Sci. 2022, 12, 8846. https://doi.org/10.3390/app12178846
Zhang C, Wen M, Tong K, Chen Z, Wen Q, Yang T, Liu Q. Institutional Adoption and Implementation of Blended Learning in the Era of Intelligent Education. Applied Sciences. 2022; 12(17):8846. https://doi.org/10.3390/app12178846
Chicago/Turabian StyleZhang, Chunhui, Mingang Wen, Kuang Tong, Zexuan Chen, Qing Wen, Tingting Yang, and Qijun Liu. 2022. "Institutional Adoption and Implementation of Blended Learning in the Era of Intelligent Education" Applied Sciences 12, no. 17: 8846. https://doi.org/10.3390/app12178846
APA StyleZhang, C., Wen, M., Tong, K., Chen, Z., Wen, Q., Yang, T., & Liu, Q. (2022). Institutional Adoption and Implementation of Blended Learning in the Era of Intelligent Education. Applied Sciences, 12(17), 8846. https://doi.org/10.3390/app12178846