Research on Data Science-based Digital Empowerment Path in the Integration of Civic and Political Education and Dual Innovation Education in Colleges and Universities

Figure 1.

Test of intersubjectivity

Source	Independent variable	The type of square of type Ⅲ	df	Mean square	F	Sig.
Calibration model	Ability culture	139.497a	1	139.497	90.06	0.00
	Government support	132.519b	1	132.519	51.42	0.00
	Enterprise cooperation	107.067c	1	107.067	31.88	0.00
	School support	121.235d	1	121.235	22.841	0.00
	Value guidance	57.569e	1	57.569	12.464	0.00
Intercept	Ability culture	56739.096	1	56739.096	36621.956	0.00
	Government support	52160.605	1	52160.605	20206.433	0.00
	Enterprise cooperation	45838.896	1	45838.896	13485.628	0.00
	School support	42468.158	1	42468.158	8035.548	0.00
	Value guidance	51557.623	1	51557.623	10994.363	0.00
Validity	Ability culture	139.5	91	139.5	89.927	0.00
	Government support	132.607	91	132.607	51.358	0.00
	Enterprise cooperation	107.236	91	107.236	31.589	0.00
	School support	121.229	91	121.229	22.903	0.00
	Value guidance	57.18	91	57.18	12.173	0.00
Error	Ability culture	1227.225	94	1.417
	Government support	2044.375	94	2.728
	Enterprise cooperation	2692.055	94	3.409
	School support	4185.686	94	5.127
	Value guidance	3714.021	94	4.67
Sum.	Ability culture	58276.064	96
	Government support	54483.609	96
	Enterprise cooperation	48789.769	96
	School support	46862.164	96
	Value guidance	55691.662	96
Total correction	Ability culture	1366.458	95
	Government support	2177.032	95
	Enterprise cooperation	2799.277	95
	School support	4307.064	95
	Value guidance	3771.346	95

Variable measurement

Effect		Value	F	Assumption df	Error df	Sig.
Intercept	Pillai’s tracking	0.997	26891.23b	5	87	0.00
	Wilks’s Lambda	0.005	26891.23b	5	87	0.00
	Hotelling’ tracking	239.534	26891.23b	5	87	0.00
	Roy’s biggest root	239.534	26891.23b	5	87	0.00
Validity	Pillai’s tracking	0.465	101.07b	5	87	0.00
	Wilks’s Lambda	0.527	101.07b	5	87	0.00
	Hotelling’ tracking	0.907	101.07b	5	87	0.00
	Roy’s biggest root	0.907	101.07b	5	87	0.00

Effectiveness analysis of enterprise cooperation

	Value	Df	Gradual sig. (both side)	Accurate sig (both side)	Accurate sig (single side)	Point probability
Pearson χ2	646.123a	11	0.00	0.00	0.00
Likelihood ratio	112.468	11	0.002	0.00	0.00
Fisher’s accurate test				0.00	0.00
Linear combinations	20.745	1	0.00	0.00	0.00	0.00
N	96

Effectiveness analysis of college support

	Value	Df	Gradual sig. (both side)	Accurate sig (both side)	Accurate sig (single side)	Point probability
Pearson χ2	646.123a	12	0.00	0.00	0.00
Likelihood ratio	102.571	12	0.003	0.00	0.00
Fisher’s accurate test				0.00	0.00
Linear combinations	54.334	1	0.00	0.00	0.00	0.00
N	96

Analysis of the logistic regression of innovative entrepreneurial ambition

Variable	Walds	P	OR	95%CI
Value guidance
High vs low	5.969	0.013	14.237	1.696	120.459
Government support
High vs low	4.247	0.031	3.696	1.093	13.515
Enterprise cooperation
High vs low	0.177	0.048	0.597	0.037	3.084
School support
High vs low	3.686	0.037	3.501	0.815	12.433
Ability culture
High vs low	3.994	0.033	4.341	1.165	16.530
Constant	16.327	0.000	0.105

Descriptive statistics

Variable		Low entrepreneur-ship	High entrepreneur-ship	χ2	p
Gender	Male	44.3%	55.7%	0.864	0.385
	Female	56.0%	44.0%
Student type	Doctoral student	27.5%	72.5%	3.581	0.067
	Master student	57.6%	42.4%
Grade	First grade	55.3%	44.7%	3.057	0.229
	Second grade	43.4%	56.6%
	Third grade	72.1%	27.9%
A year or more work experience	Yes	36.3%	63.7%	1.529	0.25
	No	56.6%	43.4%
Ability culture	High	16.8%	83.2%	7.731	0.005
	Low	59.9%	40.1%
Government support	High	76.2%	23.8%	20.813	0.00
	Low	26.6%	73.4%
Enterprise cooperation	High	71.2%	28.8%	12.043	0.001
	Low	33.7%	66.3%
School support	High	79.8%	20.2%	15.395	0.00
	Low	35.0%	65.0%
Value guidance	High	76.0%	24.0%	17.071	0.00
	Low	33.0%	67.0%

Effectiveness analysis of value guidance

	Value	Df	Gradual sig. (both side)	Accurate sig (both side)	Accurate sig (single side)	Point probability
Pearson χ2	557.547a	76	0.00	0.00	0.00
Likelihood ratio	103.187	76	0.003	0.00	0.00
Fisher’s accurate test				0.00	0.00
Linear combinations	45.571	1	0.00	0.00	0.00	0.00
N	96

Effectiveness analysis of ability culture

	Value	Df	Gradual sig. (both side)	Accurate sig (both side)	Accurate sig (single side)
Pearson χ2	686.000a	5	0.00
Likelihood ratio	124.457	5	0.001
Fisher’s accurate test				0.00	0.00
Linear and linear combinations	190.791	1	0.00
N	96

Effectiveness analysis of government support

	Value	Df	Gradual sig. (both side)	Accurate sig (both side)	Accurate sig (single side)	Point probability
Pearson χ2	689.425a	8	0.00	0.00	0.00
Likelihood ratio	114.642	8	0.002	0.00	0.00
Fisher’s accurate test				0.00	0.00
Linear combinations	21.385	1	0.00	0.00	0.00	0.00
N	96