Impact of Artificial Intelligence on the Mental Health Field of Innovation and Entrepreneurship and Empirical Research

The target anxiety rate was investigated

Gender	Number	Normal		Anxiety disorder		χ2	P
Man	893	655	0.7335	238	0.2665
Female	927	594	0.6408	333	0.3592	1.524	0.367
Total	1820	1249	0.6863	571	0.3137

SDS test statistics of four college students

Gender	Number	Peak	Lowest value	Mean	Standard deviation	95% confidence interval
Man	893	100.00	25.00	49.21	12.36	25.46~72.51
Female	927	100.00	25.00	50.37	9.52	30.33~68.09
Total	1820	100.00	25.00	49.79	10.94	29.15~69.84

The use of artificial intelligence is a regression analysis of values

	Model 1	Model 2	Model 3
1-Gender	0.842**(0.351)	0.713**(0.313)	0.673*(0.217)
2-Age	-1.869***(0.314)	-1.253***(0.307)	-1.107***(0.327)
3-Academic status	0.047(0.346)	0.064(0.357)	-0.059(0.365)
4-The highest level of education	0.771***(0.187)	0.512**(0.199)	0.407*(0.189)
5-Living type	-0.928***(0.319)	-0.691*(0.307)	-0.712*(0.292)
6-Usage frequency		0.682***(0.137)	0.318*(0.191)
7-Service function			0.134*(0.062)
N	1820	1820	1820
Constants	38.922	35.707	34.428
R2	0.179	0.231	0.247

The use of artificial intelligence is a regression analysis of behavioral intent

	Model 1	Model 2	Model 3
1-Gender	-0.067(0.203)	-0.073(0.194)	-0.094(0.183)
2-Age	-0.904***(0.176)	-0.731***(0.189)	-0.741**(0.198)
3-Academic status	0.196(0.114)	0.108(153)	0.097(0.119)
4-The highest level of education	0.821***(0.165)	0.685***(0.142)	0.572***(0.134)
5-Living type	-0.725*(0.243)	-0.413(0.207)	-0.437(0.225)
6-Usage frequency		0.361**(0.109)	0.004*(0.135)
7-Service function			0.207**(0.073)
N	1820	1820	1820
Constants	35.621	30.104	29.556
R2	0.198	0.217	0.234

The psychological problem detection rate of scl-90

	Negative number	%	Positive number	%	Total	χ2	P
School 1	257	0.5991	172	0.4009	429	4.538	0.351
School 2	798	0.6909	357	0.3091	1155
School 3	305	0.6503	164	0.3497	469
School 4	312	0.6710	153	0.3290	465

Artificial intelligence usage behavior for cognitive regression analysis

	Model 1	Model 2	Model 3
1-Gender	0.338(0.374)	0.421(0.261)	0.247(0.305)
2-Age	-1.685***(0.254)	-1.347***(0.261)	-1.058***(0.273)
3-Academic status	-0.127(0.342)	-0.192(0.353)	-0.215(0.366)
4-The highest level of education	0.672**(0.154)	0.356(0.241)	0.254(0.198)
5-Living type	-1.241***(0.364)	-0.756*(0.334)	-0.805*(0.399)
6-Usage frequency		0.625***(0.154)	0.311*(0.197)
7-Service function			0.168**(0.067)
N	1820	1820	1820
Constants	35.851	26.418	25.118
R2	0.189	0.213	0.251

Four university college student sas testing

Gender	Number	Peak	Lowest value	Mean	Standard deviation	95% confidence interval
Man	893	100.00	25.00	42.61	10.22	25.67~65.04
Female	927	98.21	25.00	44.07	9.31	27.12~60.85
Total	1820	100.00	25.00	43.34	9.765	24.56~62.07

The rate of depression in the survey was reported

Gender	Number	Normal		Anxiety disorder		χ	P
Man	893	501	0.5610	392	0.4390
Female	927	495	0.5340	432	0.4660	0.082	0.895
Total	1820	996	0.5473	824	0.4527

Intelligent technology USES behavior and emotional regression analysis results

	Model 1	Model 2	Model 3
1-Gender	0.167 (0.192)	0.154 (0.194)	0.099 (0.197)
2-Age	-1.159*** (0.151)	-0.879*** (0.158)	-0.774*** (0.164)
3-Academic status	0.082 (164)	0.0012 (0.157)	-0.009 (0.161)
4-The highest level of education	0.315* (0.147)	0.114 (129)	0.077 (135)
5-Living type	-0.798*** (0.241)	-0.514* (0.211)	-0.511* (0.208)
6-Usage frequency		0.452*** (0.091)	0.214* (0.137)
7-Service function			0.093* (0.045)
N	1820	1820	1820
Constants	34.051	16.004	13.548
R2	0.135	0.197	0.171

Basic regression and robustness test

Variable	Model 1 Mental health	Model 2 Innovative entrepreneurship	Model 3 Mental health	Model 4 Mental health	Model 5 Innovative entrepreneurship2
Artificial intelligence	-1.845** (0.795)	0.163* (0.085)	-1.608* (0.965)	-0.098** (0.045)	0.587** (0.369)
Innovative entrepreneurship
Control variable	Controlled	Controlled	Controlled	Controlled	Controlled
Constant	48.965*** (4.568)	2.789** (0.437)	65.627*** (7.405)	0.856*** (0.287)	15.759*** (1.538)
Observed value	1820	1820	1820	1820	1820
R2	0.096	0.091	0.205	0.057	0.168