Study on the Construction of Informatization Platform for Civic and Political Education Management in Colleges and Universities and Its Enhancement of Students’ Educational Effectiveness

Figure 1.

Figure 2.

The paired t-test results of secondary dimensions of political education

Dimension	Test sequence	N	Mean	Sd	t	Sig.
Scientific spirit	Pretest	100	3.956	0.723	-1.544	0.134
	Posttest	100	4.086	0.709
Rational thinking	Pretest	100	3.180	0.563	-7.638	0.000
	Posttest	100	3.744	0.632
Digital innovation consciousness	Pretest	100	3.298	0.579	-4.733	0.000
	Posttest	100	3.664	0.637
Goodwill	Pretest	100	3.642	0.564	-3.799	0.000
	Posttest	100	3.919	0.644
Social responsibility	Pretest	100	4.027	0.642	-0.652	0.501
	Posttest	100	4.060	0.665
Patriotic feeling	Pretest	100	3.911	0.706	-2.982	0.002
	Posttest	100	4.165	0.739
Ideal belief	Pretest	100	3.989	0.621	2.058	0.04
	Posttest	100	3.857	0.649
Information awareness	Pretest	100	3.817	0.696	-1.042	0.319
	Posttest	100	3.905	0.782
Information thinking	Pretest	100	3.116	0.746	-4.899	0.000
	Posttest	100	3.636	0.965
Information ethics and security	Pretest	100	3.731	0.606	-2.486	0.015
	Posttest	100	3.942	0.649

Clustering results of students’ consumption rule

Cluster	Student proportion %	Monthly consumption	Monthly consumption peak	Consumption frequency	Comparison
0	10.45	529.68	618.45	238	0
1	15.22	1116.42	1249.41	452	111
2	10.69	664.29	767.08	308	1
3	7.4	616.08	971.81	213	10
4	15.25	723.73	793.10	168	100
5	18.68	865.70	886.29	346	101
6	8.52	620.52	936.66	408	11
7	13.79	794.40	938.82	205	110
AVG		741.35	895.2	292.25

Clustering results of learning effort

Cluster	Student proportion %	Attendance	Achievement	Reading quantity	Library access times	Learning time	Passing rate
0	6.25	0.61	52.25	25	35.46	85	0.67
1	18.35	0.92	84.91	49	63.22	202	0.97
2	9.38	0.77	82.66	34	56.59	171	0.87
3	3.59	0.32	45.51	22	22.00	95	0.49
4	4.72	0.45	64.32	19	31.46	98	0.63
5	21.36	0.86	78.17	47	54.81	211	0.98
6	12.29	0.77	65.86	36	67.89	153	0.87
7	10.73	0.61	75.20	26	40.45	180	0.75
8	13.33	0.62	67.63	25	34.66	135	0.65

The paired t-test results of the study involvement

Dimensions	Test sequence	N	Mean	Sd	t	Sig.
Study motivation	Pretest	100	4.663	0.902	-2.899	0.009
	Posttest	100	5.008	1.080
Study energy	Pretest	100	4.057	0.957	-3.602	0.000
	Posttest	100	4.501	1.062
Study concentration	Pretest	100	4.140	1.043	-3.164	0.001
	Posttest	100	4.576	1.244
Overall	Pretest	100	4.285	0.896	-3.697	0.005
	Posttest	100	4.692	1.044

The paired t-test results of each dimensions of political education

Dimension	Test sequence	N	Mean	Sd	t	Sig.
Literacy	Pretest	100	3.477	0.470	-5.611	0.000
	Posttest	100	3.822	0.519
Values	Pretest	100	3.886	0.478	-1.667	0.084
	Posttest	100	3.980	0.557
Information cognition	Pretest	100	3.560	0.470	-4.082	0.000
	Posttest	100	3.816	0.598
Overall	Pretest	100	3.665	0.424	-4.1	0.000
	Posttest	100	3.874	0.476