Research Article

Barriers to Access to Treatment for Hypertensive Patients in Primary Health Care of Less Developed Northwest China: A Predictive Nomogram

Table 1

Baseline characteristics of the study population by training set and validation set.

VariablesTraining set (n = 626)Validation set (n = 269)Total (n = 895)P value

Age (years)52.63 ± 17.6152.69 ± 17.2652.65 ± 17.490.963
 <45 y191 (30.5)77 (28.6)268 (29.9)0.820
 45–60 y201 (32.1)91 (33.8)292 (32.6)
 >60 y234 (37.4)101 (37.5)335 (37.5)

Gender, women (n,%)337 (53.8)135 (50.2)472 (52.7)0.316#
Herdsman (n, %)260 (41.5)116 (43.1)376 (42.0)0.659#

Education levels (n, %)
 Primary and lower361 (57.7)159 (59.1)520 (58.1)0.923
 Junior high145 (23.2)60 ( 22.3)205 (22.9)
 Senior high and higher120 (19.2)50 (18.6)170(19.0)

Ethnicity (n, %)
 Han269 (43.0)111 (41.3)380 (42.5)0.198#
 Kazakh90 (14.4)54 (20.1)144 (16.1)
 Tajik74 (11.8)28 (10.4)102 (11.4)
 Others193 (30.8)76 (28.3)269 (30.1)

Number of family members (n, %)
 133 (5.3)10 (3.7)43 (4.8)0.551
 2–4403 (64.4)172 (63.9)575 (64.3)
 ≥5190 (30.4)87 (32.3)277 (30.9)

Marital status (n, %)
 Single64 ( 10.2)21 (7.8)85 (9.5)0.508#
 Married511 (81.6)224 (83.3)735 (82.1)
 Separated51 (8.1)24 (8.9)75 (8.4)

Family income per member
 <¥500/month142 (22.7)65 (24.2)207 (23.1)0.004
 ¥500–1000/month73 (11.7)30 (11.2)103 (11.5)
 ¥1001–3000/month286 (45.7)146 (54.3)432 (48.3)
 >¥3000/month125 (20.0)28 (10.4)153 (17.1)

Altitude of habitation (m)
 <1000387 (61.8)164 (61.0)551 (61.6)0.717
 1000–3000163 (26.0)76 (28.3)239 (26.7)
 >300076 (12.1)29 (10.8)105 (11.7)

Current smokers (n, %)150 (24.0)50 (18.6)200 (22.3)0.077#
Current drinkers (n, %)138 (22.0)46 (17.1)184 (20.6)0.093#

Body mass index27.29 ± 4.3027.25 ± 4.4827.28 ± 4.350.917
 BMI: <23.9 kg/m2124 (19.8)53 (19.7)177 (19.8)0.669
 BMI: 24.0–27.9 kg/m2242 (38.7)112 (41.6)354 (39.6)
 BMI: ≥28.0 kg/m2260 (41.5)104 (38.7)364 (40.7)

Abdominal obesity (n, %)424 (67.7)183 (68.0)607 (67.8%)0.930#
CVD (n, %)21 (3.4)2 (0.7)23 (2.6)0.195#
Diabetes (n, %)91 (14.5)31 (11.5)122 (13.6)0.228#
Dyslipidemia (n, %)113 (18.1)41 (15.2)154 (17.2)0.307#
Comorbidity (n, %)193 (30.8)66 (24.5)259 (28.9)0.057#

Blood pressure (mmHg)
 Systolic blood pressure149.37 ± 20.58152.09 ± 21.34150.19 ± 20.830.073
 Diastolic blood pressure85.67 ± 12.3185.97 ± 13.6885.76 ± 12.730.749

CVD, cardiovascular disease. Student’s t-test for continuous variables. Mann-Whitney U test for ordered multicategorical variables. #Chi-square test for binary variables.