Open Access

An Innovative Development Model of Open Education Teaching Management in Universities Based on WSR Methodology

  
Mar 21, 2025

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Figure 1.

Main process of the WSR methodology
Main process of the WSR methodology

Figure 2.

Analysis is based on the WSR system methodology
Analysis is based on the WSR system methodology

Figure 3.

Three stages of new management of open education
Three stages of new management of open education

Figure 4.

Cloud generator schematic
Cloud generator schematic

Figure 5.

Standard cloud map
Standard cloud map

Figure 6.

Physical index evaluation cloud map
Physical index evaluation cloud map

Figure 7.

The indicators of the matter are evaluated by the cloud
The indicators of the matter are evaluated by the cloud

Figure 8.

The index of human analysis is evaluated
The index of human analysis is evaluated

Figure 9.

Comprehensive evaluation cloud map
Comprehensive evaluation cloud map

Main contents of the WSR methodology

Name Meaning Core problem Compliance criterion Purpose
Physics The law of the world of objective error(Define the nature of things) What is it True and reliable Natural science Sanity
Reason (Effective handling of transactions)Human relationship How to do Effective and reasonable Teaching engineering Rational reasoning
Hermit Human relationship(Consider the factors of people) What should be done Cooperation and fairness Management science, Social science General understanding

The education management model evaluates cloud parameters

Primary indicator Evaluation cloud parameter Secondary indicator Evaluation cloud parameter
Physics (07.24,0.214,0.108) Facilities (4.71,0.386,0.109)
Preparation (7.57,0.182,0.179)
Management content (8.92,0.221,0.061)
Teaching project (5.65,0.181,0.392)
Reason (8.21,0.0575,0.114) Management degree (5.67,0.397,0.273)
Management mechanism (8.27,0.292,0.089)
Management service content (8.76,0.454,0.011)
Hermit (8.81,0.362,0.162) Relationship coordination (7.73,0.224,0.071)
Personal quality (8.24,0.452,0.214)
Learning satisfaction (7.89,0.316,0.457)
Management concept (8.11,0.198,0.013)

Two schools, education management level grade one index score

Primary indicator Weighting Class of colleges and universities(W1a) Secondary school(W1b)
Physics 0.412 4.13 3.64
Reason 0.359 3.72 3.52
Hermit 0.229 4.08 3.41
The weighted assessment of the two schools is the average score 4.0 3.5

Open education teaching management cloud similarity

Capacity rating L1 L2 L3 L4 L5
Similarity 6.9E-48 1.28E-14 2.05E-02 0.3451 0.014

Matched sample statistics

Mean N Std Deviation Std Eror Mean
Pair1 Physics 1 4.16 40 .99612 .06814
Physics 2 3.65 40 .67567 .03622
Pair2 Reason 1 3.71 40 .84723 .05763
Reason 2 3.52 40 .76774 .04922
Pair3 Hermit 1 4.06 40 1.32161 .06813
Hermit 2 3.73 40 .84551 .063332

Matched sample

Paired Differenes t df Sig
Mean Std.Deviation Std.Error Mean 95%Confidence Interval of the Difference
Lower Upper
Pair1 Physics 1 -.535 1.21 .07576 -.6041 -.2976 -5.8** 40 .009
Physics 2
Pair2 Reason 1 -.208 1.04 .08121 -.3013 -.0452 -2.143 40 .029
Reason 2
Pair3 Hermit 1 -.455 1.36 .08667 -.8115 -.369 -2.137 40 .576
Hermit 2

Open education teaching management evaluation index system

Primary indicator Secondary indicator
Physics Facilities
Preparation
Management content
Teaching project
Reason Management degree
Management mechanism
Management service content
Hermit Relationship coordination
Personal quality
Learning satisfaction
Management concept

The combination weights of each index

Primary indicator Subjective weightω1 Objective weightω2 Composite weightW Secondary indicator Subjective weightω1 Objective weightω2 Composite weightW
Physics 0.2457 0.2382 0.2391 Facilities 0.3478 0.3741 0.3551
Preparation 0.2951 0.2814 0.2681
Management content 0.2115 0.1984 0.2256
Teaching project 0.1456 0.1461 0.1512
Reason 0.4321 0.4767 0.4584 Management degree 0.4582 0.3678 0.2961
Management mechanism 0.3579 0.3876 0.4722
Management service content 0.1839 0.2446 0.2317
Hermit 0.3222 0.2851 0.3025 Relationship coordination 0.3562 0.3157 0.2875
Personal quality 0.2677 0.2591 0.3153
Learning satisfaction 0.1941 0.2378 0.1877
Management concept 0.182 0.1894 0.2095

The teaching management evaluates the standard cloud parameters

Capacity rating Interval division Standard cloud parameter
Initial stage L1 [0,2) (1,0.333,0.05)
Growth stage L2 [2,4) (1,0.333,0.05)
Improvement phase L3 [4,6) (1,0.333,0.05)
Mature phase L4 [6,8) (1,0.333,0.05)
Optimization phase L5 [8,10] (1,0.333,0.05)

Two schools, education management level index rating

Primary indicator weighting Secondary indicator weighting Class of colleges and universities Secondary school
Physics 0.412 Facilities 0.0078 4.2 3.5
Preparation 0.2123 4.5 3.0
Management content 0.0577 4.3 3.4
Teaching project 0.1342 3.5 3.8
Reason 0.359 Management degree 0.0178 2.4 3.1
Management mechanism 0.2453 4.5 3.5
Management service content 0.0959 4.0 3.6
Hermit 0.229 Relationship coordination 0.0561 4.1 3.2
Personal quality 0.1153 4.0 3.5
Learning satisfaction 0.0245 4.5 3.8
Management concept 0.0331 4.2 3.1
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