Background
Methods
Sample
Exposures
Outcome
Other covariates
Data analysis
Results
Socioeconomic, lifestyle and mental health characteristics
Level of economic development (measured by regional GDP per capita) | ||||||||
---|---|---|---|---|---|---|---|---|
Low | Medium | High | Total | |||||
N | % | N | % | N | % | N | % | |
229,001 | 44.65 | 137,417 | 26.79 | 146,473 | 28.56 | 512,891 | 100.00 | |
Demographic characteristics | ||||||||
Mean age, years (SD) | 50.53(10.60) | 53.15(11.12) | 51.57(10.17) | 51.53(10.68) | ||||
< 55 years | 148,186 | 64.71 | 77,922 | 56.70 | 91,992 | 62.80 | 318,100 | 62.02 |
≥ 55 years | 80,815 | 35.29 | 59,495 | 43.30 | 54,481 | 37.20 | 194,791 | 37.98 |
Female, % | 134,125 | 58.57 | 84,049 | 61.16 | 84,458 | 57.66 | 302,632 | 59.01 |
Socioeconomic characteristics | ||||||||
Highest education, % | ||||||||
Uneducated and primary school | 141,886 | 61.96 | 30,811 | 22.42 | 87,740 | 59.90 | 260,437 | 50.78 |
Middle and high school | 84,130 | 36.74 | 84,050 | 61.16 | 54,260 | 37.04 | 222,440 | 43.37 |
College and university | 2985 | 1.30 | 22,556 | 16.41 | 4473 | 3.05 | 30,014 | 5.85 |
Household income, % | ||||||||
≤ 4999 yuan | 40,610 | 17.73 | 4557 | 3.32 | 5036 | 3.44 | 50,203 | 9.79 |
5000–9999 yuan | 69,529 | 30.36 | 16,935 | 12.32 | 8165 | 5.57 | 94,629 | 18.45 |
10,000–19,999 yuan | 74,675 | 32.61 | 47,038 | 34.23 | 27,300 | 18.64 | 149,013 | 29.05 |
20,000–34,999 yuan | 30,886 | 13.49 | 39,785 | 28.95 | 56,050 | 38.27 | 126,721 | 24.71 |
≥ 35,000 yuan | 13,301 | 5.81 | 29,102 | 21.18 | 49,922 | 34.08 | 92,325 | 18.00 |
Occupation, % | ||||||||
Agriculture and related | 176,325 | 77.00 | 4671 | 3.40 | 33,011 | 22.54 | 214,007 | 41.73 |
Factory workers | 4767 | 2.08 | 21,538 | 15.67 | 46,090 | 31.47 | 72,395 | 14.12 |
Clerk | 12,989 | 5.67 | 32,964 | 23.99 | 28,487 | 19.45 | 74,440 | 14.51 |
Unemployed | 34,920 | 15.25 | 78,244 | 56.94 | 38,885 | 26.55 | 152,049 | 29.65 |
Lifestyle factors | ||||||||
Physical activity (MET, h/d),% | ||||||||
< 11.0 | 59,094 | 25.81 | 51,923 | 37.78 | 27,692 | 18.91 | 138,709 | 27.04 |
11.0- | 58,426 | 23.03 | 45,000 | 29.82 | 30,659 | 18.57 | 134,085 | 26.14 |
Men 19.0-,Women 17.0 | 59,360 | 26.69 | 25,952 | 20.67 | 36,611 | 25.53 | 121,923 | 23.77 |
Men 32.5-,Women 28.5- | 52,121 | 24.48 | 14,542 | 11.72 | 51,511 | 36.99 | 118,174 | 23.04 |
BMI (kg/m2), % | ||||||||
< 18.5 | 12,023 | 5.25 | 5235 | 3.81 | 5117 | 3.49 | 22,375 | 4.36 |
18.5- | 130,238 | 56.89 | 64,714 | 47.09 | 71,056 | 48.51 | 266,008 | 51.86 |
24.0- | 66,989 | 29.25 | 51,049 | 37.15 | 52,131 | 35.59 | 170,169 | 33.18 |
28.0- | 19,751 | 8.62 | 16,419 | 11.95 | 18,169 | 12.4 | 54,339 | 10.59 |
Smoking, % | ||||||||
Never | 136,728 | 59.71 | 90,750 | 66.04 | 90,136 | 61.54 | 317,614 | 61.93 |
Occasional | 25,503 | 11.14 | 18,508 | 13.47 | 15,711 | 10.73 | 59,722 | 11.64 |
Regular | 66,770 | 29.16 | 28,159 | 20.49 | 40,626 | 27.74 | 135,555 | 26.43 |
Alcohol, % | ||||||||
Never | 100,843 | 44.04 | 53,073 | 38.62 | 81,283 | 55.49 | 235,199 | 45.86 |
Occasional | 91,525 | 39.97 | 57,404 | 41.77 | 35,218 | 24.04 | 184,147 | 35.90 |
Regular | 36,633 | 16.00 | 26,940 | 19.6 | 29,972 | 20.46 | 93,545 | 18.24 |
Sleep duration/day,% | ||||||||
≤ 6 h | 50,649 | 22.12 | 39,051 | 28.42 | 28,750 | 19.63 | 118,450 | 23.09 |
> 6 h, ≤9 h | 161,716 | 70.62 | 95,246 | 69.31 | 111,210 | 75.93 | 368,172 | 71.78 |
> 9 h | 16,636 | 7.26 | 3120 | 2.27 | 6513 | 4.45 | 26,269 | 5.12 |
Depression Prevalence,% | 1695 | 0.74 | 426 | 0.31 | 1084 | 0.74 | 3205 | 0.62 |
Anxiety Prevalence,% | 595 | 0.26 | 110 | 0.08 | 249 | 0.17 | 954 | 0.19 |
Hypertension Prevalence, % | 74,105 | 32.36 | 35,481 | 25.82 | 54,107 | 36.94 | 163,693 | 31.92 |
Controlled | 4467 | 6.12 | 6192 | 14.44 | 5539 | 9.44 | 16,198 | 9.28 |
Treated but uncontrolled | 11,566 | 15.86 | 10,075 | 23.50 | 12,264 | 20.91 | 33,905 | 19.43 |
Diagnosed but untreated | 4259 | 5.84 | 2911 | 6.79 | 2430 | 4.14 | 9600 | 5.50 |
Undiagnosed | 52,648 | 72.18 | 23,700 | 55.27 | 38,430 | 65.51 | 114,778 | 65.78 |
Cardiovascular Disease History | 4496 | 1.96 | 8108 | 5.90 | 2868 | 1.96 | 15,472 | 3.02 |
Prevalence of hypertension among people with different household income
Prevalence of hypertension among different GDP per capita areas
Prevalence of hypertension and income across different GDP per capita areas
Hypertension prevalence in different GDP per capita areas across other socioeconomic, lifestyle and mental health characteristics
Level of economic development (measured by regional GDP per capita) | ||||||
---|---|---|---|---|---|---|
Male | Female | |||||
Low | Medium | High | Low | Medium | High | |
Demographic characteristics | ||||||
Mean age, year | ||||||
< 55 | 22.60 (21.96, 23.24) | 20.18 (19.42, 20.95) | 32.17 (31.30, 33.04) | 19.85 (19.43, 20.28) | 10.74 (10.15, 11.33) | 24.69 (23.68, 25.69) |
≥ 55 | 45.01 (44.35, 45.68) | 38.56 (37.6, 39.53) | 49.96 (49.12, 50.79) | 48.88 (48.16, 49.60) | 36.26 (35.45, 37.08) | 50.78 (50.04, 51.52) |
Socioeconomic characteristics | ||||||
Highest education | ||||||
Uneducated and primary school | 35.63 (35.14, 36.11) | 31.36 (30.05, 32.67) | 44.54 (43.72, 45.37) | 37.17 (36.71, 37.62) | 24.67 (23.92, 25.41) | 42.67 (41.82, 43.53) |
Middle and high school | 29.14 (28.44, 29.85) | 26.46 (26.00, 26.91) | 36.10 (35.31, 36.89) | 23.18 (22.47, 23.88) | 15.16 (14.76, 15.56) | 22.82 (21.84, 23.79) |
College and university | 28.91 (26.75, 31.06) | 28.39 (27.67, 29.12) | 32.26 (30.65, 33.88) | 14.09 (12.11, 16.08) | 12.83 (12.28, 13.39) | 14.74 (13.10, 16.37) |
Occupation | ||||||
Agriculture and related | 29.53 (29.20, 29.86) | 20.51 (19.10, 21.91) | 43.22 (42.04, 44.40) | 27.43 (27.07, 27.78) | 11.25 (10.19, 12.32) | 38.50 (36.92, 40.09) |
Factory workers | 23.76 (21.97, 25.54) | 24.68 (23.74, 25.62) | 32.53 (31.97, 33.09) | 17.59 (15.84, 19.33) | 10.65 (9.53, 11.77) | 20.01 (19.49, 20.54) |
Clerk | 26.99 (26.06, 27.92) | 25.08 (24.35, 25.81) | 32.13 (31.36, 32.89) | 18.53 (17.37, 19.68) | 12.02 (11.13, 12.90) | 18.80 (18.08, 19.51) |
Unemployed | 48.10 (46.88, 49.32) | 40.99 (40.35, 41.64) | 46.29 (45.26, 47.32) | 43.19 (42.41, 43.96) | 31.94 (31.48, 32.41) | 39.57 (38.96, 40.19) |
Lifestyle factors | ||||||
Physical activity (MET, h/d),% | ||||||
< 11.0 | 42.74 (41.91, 43.57) | 37.54 (36.78, 38.30) | 47.12 (45.97, 48.27) | 42.51 (41.77, 43.26) | 30.61 (29.98, 31.23) | 42.76 (41.91, 43.62) |
11.0- | 31.60 (30.78, 32.42) | 27.87 (26.65, 29.10) | 37.16 (36.19, 38.14) | 33.74 (32.99, 34.49) | 23.14 (22.37, 23.91) | 35.64 (34.58, 36.70) |
Men 19.0-,Women 17.0 | 26.92 (25.96, 27.87) | 21.32 (20.65, 21.99) | 37.23 (36.16, 38.30) | 23.25 (22.61, 23.90) | 13.87 (12.89, 14.86) | 29.58 (27.95, 31.21) |
Men 32.5-,Women 28.5- | 23.55 (22.69, 24.41) | 20.46 (19.18, 21.73) | 35.87 (34.76, 36.97) | 22.41 (21.49, 23.34) | 9.19 (8.07, 10.31) | 27.5 (26.12, 28.89) |
BMI (kg/m2), % | ||||||
< 18.5 | 22.50 (21.47, 23.54) | 17.93 (16.31, 19.55) | 33.32 (31.14, 35.51) | 21.56 (20.50, 22.63) | 13.40 (12.08, 14.72) | 27.64 (25.86, 29.41) |
18.5- | 26.45 (25.95, 26.95) | 20.91 (20.12, 21.70) | 34.09 (33.25, 34.93) | 23.52 (23.07, 23.98) | 13.96 (13.34, 14.58) | 27.60 (26.61, 28.60) |
24.0- | 38.49 (37.54, 39.44) | 35.68 (35.00, 36.35) | 45.74 (44.99, 46.50) | 37.24 (36.46, 38.03) | 24.51 (23.75, 25.27) | 38.93 (38.00, 39.86) |
> 28.0 | 50.73 (49.17, 52.28) | 52.28 (49.84, 49.84) | 55.01 (55.01, 55.01) | 50.05 (48.71, 51.40) | 39.89 (38.79, 41.00) | 52.70 (51.53, 53.86) |
Smoking | ||||||
Never | 34.8 (33.67, 35.93) | 30.98 (30.98, 31.73) | 42.41 (41.25, 43.57) | 30.94 (30.54, 31.34) | 19.88 (19.44, 20.32) | 33.89 (33.26, 34.53) |
Occasional | 36.89 (36.05, 37.74) | 33.02 (32.30, 33.75) | 44.35 (43.39, 45.31) | 32.56 (31.17, 31.17) | 27.34 (25.94, 28.73) | 40.13 (37.73, 42.54) |
Regular | 29.46 (28.90, 30.02) | 25.73 (24.98, 26.48) | 37.27 (36.54, 38.01) | 32.94 (31.36, 34.51) | 27.69 (26.08, 29.30) | 45.21 (42.14, 48.28) |
Alcohol | ||||||
Never | 34.05 (32.68, 35.42) | 30.42 (29.49, 31.35) | 42.72 (41.41, 44.03) | 30.76 (30.35, 31.18) | 19.33 (18.79, 19.87) | 34.19 (33.43, 34.94) |
Occasional | 36.73 (35.75, 35.75) | 31.54 (30.15, 32.92) | 43.57 (42.51, 44.64) | 30.90 (29.46, 32.34) | 26.39 (24.96, 27.83) | 39.34 (34.95, 43.74) |
Regular | 29.39 (28.74, 30.03) | 25.20 (24.02, 26.38) | 37.49 (36.65, 38.32) | 31.60 (29.87, 33.34) | 27.54 (25.89, 29.19) | 42.84 (38.00, 47.68) |
Sleep duration/day,% | ||||||
≤ 6 h | 32.32 (31.62, 33.03) | 32.89 (32.20, 33.59) | 41.42 (40.44, 42.40) | 35.10 (34.36, 35.84) | 25.61 (24.95, 26.28) | 38.98 (38.14, 39.82) |
> 6 h, ≤9 h | 31.27 (30.77, 31.76) | 27.60 (27.06, 28.13) | 38.53 (37.96, 39.11) | 29.77 (29.32, 30.21) | 18.70 (18.18, 19.21) | 32.53 (31.84, 33.22) |
> 9 h | 35.10 (34.26, 35.94) | 35.38 (33.78, 36.98) | 44.49 (43.20, 45.78) | 30.17 (29.31, 31.04) | 23.93 (22.00, 25.86) | 39.75 (38.35, 41.15) |
Depression | 31.76 (30.29, 33.22) | 30.77 (29.25, 32.29) | 35.66 (34.31, 37.01) | 30.98 (29.14, 32.83) | 18.08 (15.74, 20.43) | 30.76 (28.13, 33.39) |
Anxiety | 25.79 (24.05, 27.53) | 17.65 (17.65, 17.65) | 29.41 (29.41, 29.41) | 25.50 (23.32, 27.67) | 20.91 (17.70, 24.12) | 24.34 (21.78, 26.91) |