Background
Methods
Study sites
Participants
Baseline | 7-month | 20-month | ||||||
---|---|---|---|---|---|---|---|---|
interviewed | no | p | interviewed | no | p | |||
Sample | 4079 | 2220 | 1859 | 1888 | 2191 | |||
City, No. (%) | lanzhou | 2961 (72.6) | 1603 (72.2) | 1358 (73.1) | .55 | 1572 (71.7) | 1389 (73.6) | .19 |
baiyin | 1118 (27.4) | 617 (27.8) | 501 (26.9) | 619 (28.3) | 499 (26.4) | |||
sex, No. (%) | Male | 1919 (47.0) | 1076 (48.5) | 843 (45.3) | .05 | 1027 (54.4) | 892 (40.7) | <.001 |
Female | 2160 (53.0) | 1144 (51.5) | 1016 (54.7) | 861 (45.6) | 1299 (59.3) | |||
age, No. (%) | 16-35 | 777 (19.0) | 326 (14.7) | 451 (24.3) | <.001 | 517 (23.6) | 260 (13.8) | <.001 |
36-45 | 1220 (29.9) | 655 (29.5) | 565 (30.4) | 664 (30.3) | 556 (29.4) | |||
46-55 | 1048 (25.7) | 617 (27.8) | 431 (23.2) | 525 (24.0) | 523 (27.7) | |||
56-65 | 674 (16.5) | 388 (17.5) | 286 (15.4) | 324 (14.8) | 350 (18.5) | |||
> = 66 | 360 (8.8) | 234 (10.5) | 126 (6.8) | 161 (7.3) | 199 (10.5) | |||
Ethnicity, No. (%) | Han | 3848 (94.3) | 2107 (94.9) | 1741 (93.7) | .08 | 1774 (94.0) | 2074 (94.7) | 0.34 |
Minority | 231 (5.7) | 113 (5.1) | 118 (6.3) | 114 (6.0) | 117 (5.3) | |||
education, No. (%) | primary or less | 759 (18.6) | 444 (20.0) | 315 (16.9) | .001 | 362 (19.2) | 397 (18.1) | 0.25 |
Junior high school | 1482 (36.3) | 825 (37.2) | 657 (35.3) | 705 (37.3) | 777 (35.5) | |||
High school | 1384 (33.9) | 735 (33.1) | 649 (34.9) | 625 (33.1) | 759 (34.6) | |||
College or above | 454 (11.1) | 216 (9.7) | 238 (12.8) | 196 (10.4) | 258 (11.8) | |||
Dibao, No. (%) | yes | 3283 (80.5) | 821 (37.0) | 559 (30.1) | <.001 | 691 (36.6) | 689 (31.4) | <.001 |
no | 537 (13.2) | 1399 (63.0) | 1300 (69.9) | 1197 (63.4) | 1502 (68.6) | |||
marriage, No. (%) | Married | 257 (6.3) | 1741 (78.5) | 1542 (83.0) | 1460 (77.4) | 1823 (83.2) | <.001 | |
Divorced | 1286 (31.5) | 407 (18.3) | 130 (7.0) | .001 | 374 (19.8) | 163 (7.4) | ||
Never-married | 1458 (35.7) | 71 (3.2) | 186 (10.0) | 53 (2.8) | 204 (9.3) | |||
employment, No. (%) | retired | 1335 (32.7) | 750 (33.8) | 536 (28.8) | <.001 | 645 (29.4) | 641 (34.0) | <0.01 |
unemployed | 1380 (33.8) | 789 (35.5) | 669 (36.0) | 802 (36.6) | 656 (34.7) | |||
employed | 2699 (66.2) | 681 (30.7) | 654 (35.2) | 744 (34.0) | 591 (31.3) | |||
health insurance, No. (%) | no | 2445 (59.9) | 1331 (60.0) | 1114 (59.9) | .98 | 1081 (57.3) | 1364 (62.3) | .001 |
yes | 1634 (40.1) | 889 (40.0) | 745 (40.1) | 807 (42.7) | 827 (37.7) | |||
CES-D Baseline, No. (%) | <16 | 1742 (42.7) | 917 (41.3) | 825 (44.4) | .08 | 974 (44.5) | 768 (40.7) | .06 |
16-20 | 766 (18.8) | 416 (18.7) | 350 (18.8) | 405 (18.5) | 361 (19.1) | |||
21-25 | 684 (16.8) | 373 (16.8) | 311 (16.7) | 364 (16.6) | 320 (16.9) | |||
≥26 | 887 (21.7) | 514 (23.2) | 373 (20.1) | 448 (20.4) | 439 (23.3) |
Measures
Main outcome measures
Depressive symptoms
Exposurxe variables
Health insurance
Confounders
Demographic and socioeconomic variables
Major life events
Health behaviors
Body mass index (BMI)
Any occurrence of disease in the previous 4 weeks was included as a categorical variable
Interviewers and training
Statistical analyses
Results
Descriptive analysis
7 months later | 20 months later | ||||||||
---|---|---|---|---|---|---|---|---|---|
Non-insurance | Insurance to none | Non to insurance | Insurance | Non-insurance | Insurance to none | Non to Insurance | Insurance | ||
Sample
|
1170 (52.7)
|
162 (7.3)
|
164 (7.4)
|
724 (32.6)
|
445 (23.6)
|
155 (8.2)
|
636 (33.7)
|
652 (34.5)
| |
city, No. (%) | Lanzhou | 896 (55.9) | 117 (7.3) | 133 (8.3) | 457 (28.5) | 366 (26.3) | 127 (9.1) | 505 (36.4) | 391 (28.1) |
Baiyin | 274 (44.4) | 45 (7.3) | 31 (5.0) | 267 (43.3) | 79 (15.8) | 28 (5.6) | 131 (26.3) | 261 (52.3) | |
sex, No. (%) | Male | 467 (43.4) | 83 (7.7) | 79 (7.3) | 447 (41.5) | 205 (20.0) | 90 (8.8) | 289 (28.1) | 443 (43.1) |
Female | 703 (61.5) | 79 (6.9) | 85 (7.4) | 277 (24.2) | 240 (27.9) | 65 (7.5) | 347 (40.3) | 209 (24.3) | |
age, No. (%) | 16-35 | 219 (67.2) | 18 (5.5) | 20 (6.1) | 69 (21.2) | 71 (27.3) | 16 (6.2) | 109 (41.9) | 64 (24.6) |
36-45 | 405 (61.8) | 53 (8.1) | 38 (5.8) | 159 (24.3) | 166 (29.9) | 27 (4.9) | 203 (36.5) | 160 (28.8) | |
46-55 | 306 (49.6) | 38 (6.2) | 55 (8.9) | 218 (35.3) | 111 (21.2) | 49 (9.4) | 172 (32.9) | 191 (36.5) | |
56-65 | 149 (38.4) | 41 (10.6) | 28 (7.2) | 170 (43.8) | 56 (16.0) | 38 (10.9) | 100 (28.6) | 156 (44.6) | |
≥66 | 91 (38.9) | 12 (5.1) | 23 (9.8) | 108 (46.2) | 41 (20.6) | 25 (12.6) | 52 (26.1) | 81 (40.7) | |
nationality, No. (%) | Han | 1096 (52.0) | 157 (7.5) | 156 (7.4) | 698 (33.1) | 409 (23.1) | 145 (8.2) | 597 (33.7) | 623 (35.1) |
Minority | 74 (65.5) | 5 (4.4) | 8 (7.1) | 26 (23.0) | 36 (31.6) | 10 (8.8) | 39 (34.2) | 29 (25.4) | |
education, No. (%) | primary school or less | 279 (62.8) | 25 (5.6) | 35 (7.9) | 105 (23.6) | 107 (29.6) | 25 (6.9) | 139 (38.4) | 91 (25.1) |
Junior high school | 470 (57.0) | 56 (6.8) | 62 (7.5) | 237 (28.7) | 171 (24.3) | 48 (6.8) | 256 (36.3) | 230 (32.6) | |
High school | 358 (48.7) | 58 (7.9) | 52 (7.1) | 267 (36.3) | 145 (23.2) | 55 (8.8) | 201 (32.2) | 224 (35.8) | |
College or more | 63 (29.2) | 23 (10.6) | 15 (6.9) | 115 (53.2) | 22 (11.2) | 27 (13.8) | 40 (20.4) | 107 (54.6) | |
marriage, No. (%) | Married | 851 (48.9) | 132 (7.6) | 125 (7.2) | 633 (36.4) | 306 (21.0) | 127 (8.7) | 453 (31.0) | 574 (39.3) |
Divorced | 264 (64.9) | 23 (5.7) | 34 (8.4) | 86 (21.1) | 115 (30.7) | 26 (7.0) | 162 (43.3) | 71 (19.0) | |
Never-married | 54 (76.1) | 7 (9.9) | 5 (7.0) | 5 (7.0) | 24 (45.3) | 2 (3.8) | 20 (37.7) | 7 (13.2) | |
employment, No. (%) | Retired | 236 (31.5) | 67 (8.9) | 66 (8.8) | 381 (50.8) | 87 (13.6) | 77 (12.0) | 153 (23.9) | 324 (50.5) |
Unemployed | 655 (83.0) | 38 (4.8) | 41 (5.2) | 55 (7.0) | 246 (37.5) | 28 (4.3) | 332 (50.6) | 50 (7.6) | |
employed | 279 (41.0) | 57 (8.4) | 57 (8.4) | 288 (42.3) | 112 (19.0) | 50 (8.5) | 151 (25.5) | 278 (47.0) | |
Dibao, No. (%) | Yes | 667 (81.2) | 41 (5.0) | 50 (6.1) | 63 (7.7) | 258 (37.3) | 28 (4.1) | 331 (47.9) | 74 (10.7) |
No | 503 (36.0) | 121 (8.6) | 114 (8.1) | 661 (47.2) | 187 (15.6) | 127 (10.6) | 305 (25.5) | 578 (48.3) | |
Life events, No. (%) | No | 906 (53.0) | 123 (7.2) | 123 (7.2) | 556 (32.6) | 334 (23.3) | 121 (8.4) | 488 (34.1) | 489 (34.1) |
1 | 150 (50.8) | 18 (6.1) | 22 (7.5) | 105 (35.6) | 62 (23.7) | 22 (8.4) | 87 (33.2) | 91 (34.7) | |
≥2 | 114 (52.5) | 21 (9.7) | 19 (8.8) | 63 (29.0) | 49 (25.3) | 12 (6.2) | 61 (31.4) | 72 (37.1) | |
smoke, No. (%) | No | 857 (55.0) | 117 (7.5) | 118 (7.6) | 466 (29.9) | 309 (24.7) | 108 (8.6) | 450 (35.9) | 386 (30.8) |
Yes | 313 (47.3) | 45 (6.8) | 46 (6.9) | 258 (39.0) | 136 (21.4) | 47 (7.4) | 186 (29.3) | 266 (41.9) | |
drink, No. (%) | No | 1136 (54.0) | 153 (7.3) | 156 (7.4) | 660 (31.4) | 434 (24.4) | 147 (8.3) | 611 (34.3) | 588 (33.0) |
Yes | 33 (29.5) | 9 (8.0) | 7 (6.3) | 63 (56.3) | 11 (10.5) | 8 (7.6) | 24 (22.9) | 62 (59.0) | |
Physical activity, No. (%) | yes | 355 (45.8) | 63 (8.1) | 47 (6.1) | 310 (40.0) | 127 (19.5) | 68 (10.5) | 193 (29.7) | 262 (40.3) |
No | 815 (56.4) | 99 (6.9) | 117 (8.1) | 414 (28.7) | 318 (25.7) | 87 (7.0) | 443 (35.8) | 390 (31.5) | |
BMI, No. (%) | <19 | 181 (66.8) | 19 (7.0) | 16 (5.9) | 55 (20.3) | 63 (27.3) | 18 (7.8) | 101 (43.7) | 49 (21.2) |
19-24 | 801 (51.1) | 113 (7.2) | 117 (7.5) | 538 (34.3) | 296 (22.5) | 109 (8.3) | 435 (33.1) | 476 (36.2) | |
≥25 | 188 (49.5) | 30 (7.9) | 31 (8.2) | 131 (34.5) | 86 (25.2) | 28 (8.2) | 100 (29.3) | 127 (37.2) | |
4-weeks disease, No. (%) | No | 779 (50.6) | 102 (6.6) | 113 (7.3) | 547 (35.5) | 301 (22.9) | 105 (8.0) | 436 (33.2) | 470 (35.8) |
acute disease in 4 weeks | 67 (59.8) | 10 (8.9) | 10 (8.9) | 25 (22.3) | 29 (27.9) | 5 (4.8) | 32 (30.8) | 38 (36.5) | |
acute disease > 4 weeks | 21 (63.6) | 4 (12.1) | 3 (9.1) | 5 (15.2) | 9 (31.0) | 2 (6.9) | 14 (48.3) | 4 (13.8) | |
Chronic | 293 (56.6) | 42 (8.1) | 37 (7.1) | 146 (28.2) | 100 (23.5) | 39 (9.2) | 150 (35.2) | 137 (32.2) |
The relationship between health insurance and depression
7-month follow up CES-d, OR (95%CI) | P value | 20-month follow up CES-d, OR (95%CI) | P value | |
---|---|---|---|---|
Ordinal regression adjusted with baseline CES-D | ||||
Non-insurance | 1.61 (1.31-1.98) | <.001 | 2.11 (1.59-2.80) | <.001 |
Insurance to None | 1.22 (0.85-1.75) | .29 | 2.15 (1.51-3.06) | <.001 |
Non to Insurance | 1.02 (0.70-1.49) | .91 | 1.57 (1.22-2.03) | <.001 |
insurance | 1 | 1 | ||
Ordinal regression adjusted with baseline CES-D, city, sex, ethnicity , age, education, marriage, employment, Dibao, life events. | ||||
Non-insurance | 1.44 (1.12-1.86) | .005 | 1.92 (1.39-2.65) | <.001 |
Insurance to None | 1.21 (0.84-1.73) | .31 | 2.09 (1.45-3.00) | <.001 |
Non to Insurance | 0.94 (0.65-1.37) | .76 | 1.45 (1.09-1.94) | .01 |
insurance | 1 | . | 1 | . |
Ordinal regression adjusted with all above plus physical exercise, drink, smoke, BMI and 4-week disease | ||||
Non-insurance | 1.4 (1.09-1.82) | .01 | 1.89 (1.36-2.62) | <.001 |
Insurance to None | 1.22 (0.85-1.76) | .28 | 2.1 (1.44-3.05) | <.001 |
Non to Insurance | 0.92 (0.63-1.35) | .67 | 1.45 (1.09-1.95) | .01 |
insurance | 1 | . | 1 | . |
7-month follow up CES-d, OR (95% CI) | P value | 20-month follow up CES-d, OR (95% CI) | P value | ||
---|---|---|---|---|---|
insurance | Non-insurance | 1.40 (1.09-1.82) | .01 | 1.89 (1.36-2.62) | <.001 |
Insurance to None | 1.22 (0.85-1.76) | .28 | 2.10 (1.44-3.05) | <.001 | |
Non to Insurance | 0.92 (0.63-1.35) | .67 | 1.45 (1.09-1.95) | .01 | |
insurance | 1.00 | 1.00 | |||
CES-D Baseline | <16 | 1.00 | 1.00 | ||
16-20 | 1.63 (1.24-2.15) | .001 | 0.92 (0.69-1.23) | .60 | |
21-25 | 1.67 (1.26-2.22) | <.001 | 1.16 (0.85-1.58) | .35 | |
≥26 | 2.38 (1.84-3.09) | <.001 | 1.54 (1.15-2.06) | .004 | |
city | Lanzhou | 0.98 (0.79-1.21) | .83 | 1.10 (0.86-1.40) | .44 |
Baiyin | 1.00 | . | 1.00 | . | |
sex | Male | 1.22 (0.95-1.55) | .12 | 1.13 (0.86-1.49) | .38 |
Female | 1.00 | . | 1.00 | . | |
Ethnicity | Han | 1.23 (0.81-1.87) | .32 | 0.88 (0.56-1.40) | .59 |
Minority | 1.00 | . | 1.00 | . | |
age | 16-35 | 0.99 (0.58-1.68) | .97 | 0.69 (0.39-1.23) | .21 |
36-45 | 1.29 (0.80-2.08) | .29 | 0.87 (0.52-1.44) | .58 | |
46-55 | 1.25 (0.84-1.86) | .27 | 0.81 (0.53-1.26) | .35 | |
56-65 | 1.11 (0.77-1.60) | .58 | 1.05 (0.72-1.54) | .79 | |
≥66 | 1.00 | . | 1.00 | . | |
education | primary school or less | 2.08 (1.36-3.19) | .001 | 1.14 (0.74-1.76) | .56 |
Junior high school | 1.58 (1.11-2.27) | .01 | 1.04 (0.72-1.50) | .84 | |
High school | 1.61 (1.13-2.29) | .01 | 1.03 (0.71-1.49) | .86 | |
College or more | 1.00 | . | 1.00 | . | |
marriage | Married | 0.76 (0.46-1.24) | .27 | 0.59 (0.30-1.18) | .13 |
Divorced | 1.32 (0.76-2.29) | .32 | 1.04 (0.50-2.17) | .92 | |
Never-married | 1.00 | . | 1.00 | . | |
employment | Retired | 1.04 (0.74-1.49) | .81 | 0.87 (0.60-1.26) | .45 |
Unemployed | 0.99 (0.76-1.30) | .95 | 1.00 (0.74-1.35) | .99 | |
employed | 1.00 | . | 1.00 | . | |
Dibao | Yes | 1.54 (1.25-1.89) | .00 | 1.31 (1.05-1.64) | .02 |
No | 1.00 | . | 1.00 | . | |
Life events | No | 1.03 (0.72-1.48) | .85 | 1.04 (0.73-1.48) | .84 |
1 | 1.18 (0.77-1.81) | .45 | 1.04 (0.68-1.61) | .85 | |
≥2 | 1.00 | . | 1.00 | . | |
Physical activity | Yes | 0.89 (0.72-1.10) | .29 | 0.99 (0.79-1.24) | .93 |
no | 1.00 | . | 1.00 | . | |
drink | No | 1.08 (0.73-1.60) | .71 | 1.08 (0.67-1.76) | .74 |
Yes | 1.00 | . | 1.00 | . | |
smoke | No | 1.00 (0.78-1.29) | .99 | 0.92 (0.70-1.22) | .56 |
Yes | 1.00 | . | 1.00 | . | |
BMI | <19 | 1.67 (1.15-2.42) | .01 | 1.03 (0.69-1.54) | .88 |
19-24 | 1.15 (0.90-1.48) | .27 | 0.85 (0.65-1.12) | .25 | |
≥25 | 1.00 | . | 1.00 | . | |
4-weeks disease | No | 0.81 (0.63-1.04) | .10 | 1.16 (0.87-1.53) | .31 |
acute disease in 4 weeks | 1.02 (0.61-1.69) | .94 | 1.20 (0.77-1.87) | .42 | |
acute disease > 4 weeks | 0.68 (0.25-1.82) | .44 | 1.37 (0.67-2.81) | .39 | |
Chronic | 1.00 | . | 1.00 | . |