Analysis and Study of Diabetes Follow-Up Data Using a Data-Mining-Based Approach in New Urban Area of Urumqi, Xinjiang, China, 2016-2017

Table 1

Analysis of control satisfaction of diabetes patients in New Urban Area of Urumqi (n=3406).

Characteristic	Satisfied; (N1=574)	Unsatisfied; (N2=2832)		P values
Age, Median (IQR), Years	57(49-65)	54(46-62)	-	-
Sex
male	276	1400	0.35	0.555
female	298	1432
Ethnicity
Han nationality	479	2544	28.05	<0.0001
Hui	57	183
others	3	28
Uighur	35	77
Degree of education
junior high school	193	866	12.62	0.013
College specialties and above	55	392
High School / Technical School	96	559
Illiteracy and semi-literacy	56	245
primary school	174	770
Marital status
Divorced / widowed	59	362	2.79	0.248
unmarried	3	13
married	512	2457
Diagnosis methods
clinical	228	1673	73.96	<0.0001
outpatient clinic	333	1099
others	13	60
Diabetes complications
Coronary heart disease
no	525	2462	9.07	0.003
yes	49	370
Hypertension
no	311	1317	11.27	0.001
yes	263	1515
High cholesterol
no	483	2579	25.17	<0.0001
yes	91	253
Smoking
no	270	1546	10.94	0.001
yes	304	1286
Drinking
no	278	1622	15.13	<0.0001
yes	296	1210
Diet control
no	187	666	20.88	<0.0001
yes	387	2166
physical activities
no	158	621	8.48	0.004
yes	416	2211
Hypoglycemic agents
no	175	802	1.10	0.295
yes	399	2030
Insulin
no	337	1722	0.88	0.349
yes	237	1110
Quit smoking
no	356	1903	5.72	0.017
yes	218	929
Limit wine
no	333	1863	12.58	<0.0001
yes	241	969
Follow-up method
phone	50	218	9.75	0.008
home	26	234
clinic	498	2380
Psychological adjustment
poor	8	13	78.86	<0.0001
good	327	2123
fair	239	696
Follow medical practice
poor	98	103	191.40	<0.0001
good	254	1863
fair	222	866
Compliance medication
no medication	80	421	41.89	<0.0001
regular	455	2356
intermittent	39	55
Systolic blood pressure, Median (IQR), mm Hg	130 (120-140)	130 (120-140)	-	-
Diastolic blood pressure, Median (IQR), mm Hg	78 (70-80)	80 (70-84)	-	-
BMI, Median (IQR), kg/m^2	25.36 (23.53-27.53)	26.27 (24.14-28.43)	-	-
Fasting blood glucose level, Median (IQR), mmol/L	6.4 (6.0-6.8)	8.7 (7.5-11.03)	-	-