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Table 1 Descriptive statistics for the key variables in this study

From: Identifying the causal effects of long-term exposure to PM2.5 and ground surface ozone on individual medical costs in China—evidence from a representative longitudinal nationwide cohort

 

(1)

(2)

(3)

(4)

Variables

2014

2016

2018

Total

Total medical costs (RMB)

2347.16 (7908.26)

3045.24 (12,337.98)

3958.84 (13,829.97)

3117.08 (11,652.05)

Average PM2.5 concentrations (µg/m3)

56.45 (22.06)

47.98 (17.86)

41.05 (13.56)

48.49 (19.22)

Ground surface ozone (µg/m3)

105.71 (9.81)

111.19 (11.87)

121.11 (15.21)

112.67 (14.02)

Planetary boundary layer height (m)

489.26 (68.79)

487.53 (74.86)

487.68 (70.39)

488.16 (71.39)

Wind speed (m/s)

1.03 (0.55)

1.00 (0.50)

1.07 (0.57)

1.03 (0.54)

Age (year)

50.11 (13.00)

52.16 (12.98)

54.11 (13.00)

52.13 (13.09)

Gender

 Female

4627 (51.83)

4627 (51.83)

4627 (51.83)

13,881 (51.83)

 Male

4301 (48.17)

4301 (48.17)

4301 (48.17)

12,903 (48.17)

Number of chronic diseases

 Zero

7083 (79.33)

7082 (79.32)

6922 (77.53)

21,087 (78.73)

 One

1160 (12.99)

1086 (12.16)

1050 (11.76)

3296 (12.31)

 Two or more

685 (7.67)

760 (8.51)

956 (10.71)

2401 (8.96)

 CES-D scores

9.06 (3.83)

32.27 (8.00)

33.10 (8.20)

24.81 (13.14)

Whether healthier than last year

 Healthier

850 (9.52)

800 (8.96)

861 (9.64)

2511 (9.38)

 No change

5085 (56.96)

4984 (55.82)

4631 (51.87)

14,700 (54.88)

 Worse

2993 (33.52)

3144 (35.22)

3436 (38.49)

9573 (35.74)

Whether hospitalized last year

 No

7905 (88.54)

7712 (86.38)

7509 (84.11)

23,126 (86.34)

 Yes

1023 (11.46)

1216 (13.62)

1419 (15.89)

3659 (13.66)

Subjective memory impairment

 Very bad

2139 (23.96)

1506 (16.87)

1760 (19.71)

5405 (20.18)

 Bad

2253 (25.24)

2304 (25.81)

1404 (15.73)

5961 (22.26)

 Not bad

2309 (25.86)

2619 (29.33)

2707 (30.32)

7635 (28.51)

 Well

1220 (13.66)

1422 (15.93)

1831 (20.51)

4473 (16.70)

 Very well

1007 (11.28)

1077 (12.06)

1226 (13.73)

3310 (12.36)

Medical insurance

 UEBMI

1372 (15.37)

1419 (15.89)

1432 (16.04)

4223 (15.77)

 URBMI

716 (8.02)

700 (7.84)

801 (8.97)

2217 (8.28)

 NCMS

6575 (73.64)

6604 (73.97)

6492 (72.72)

19,671 (73.44)

 Others

265 (2.97)

205 (2.30)

203 (2.27)

673 (2.51)

Marriage status

 Married

8091 (90.63)

8079 (90.49)

7987 (89.46)

24,157 (90.19)

 Single

327 (3.66)

244 (2.73)

212 (2.37)

783 (2.92)

 Divorce/widowed

510 (5.71)

605 6.78)

729 (8.17)

1844 (6.88)

Household cooking fuel

 Clean

5283 (59.17)

5658 (63.37)

6195 (69.39)

17,139 (63.98)

 Unclean

3645 (40.83)

3270 (36.63)

2733 (30.61)

9648 (36.02)

Type of house

 One-story

4089 (45.80)

3785 (42.39)

4010 (44.91)

11,884 (44.37)

 Multi-story

4312 (48.30)

4491 (50.30)

3844 (43.06)

12,647 (47.22)

 Unknown

527 (5.90)

652 (7.30)

1074 (12.03)

2253 (8.41)

Whether obtaining any subsidy

 Yes

3646(40.84)

4365 (48.89)

4424 (49.55)

12,435 (46.43)

 No

5282 (59.16)

4563 (51.11)

4504 (50.45)

14,349 (53.57)

Work status

 Unemployed

55 (0.62)

50 (0.56)

45 (0.50)

150 (0.56)

 Employed

6997 (78.37)

6867 (76.92)

6730 (75.38)

20,594 (76.89)

 Retired

1838 (20.59)

1995 (22.35)

2149 (24.07)

5982 (22.33)

 Unknown

38 (0.43)

16 (0.18)

4 (0.04)

58 (0.22)

Habit of surfing the internet

 Yes

1857 (20.80)

2730 (30.58)

3681 (41.23)

8268 (30.87)

 No

7071 (79.20)

6198 (69.42)

5247 (58.77)

18,516 (69.13)

Habit of drinking

 No

7487 (83.86)

7527 (84.31)

7493 (83.93)

22,507 (84.03)

 Yes

1441 (16.14)

1401 (15.69)

1435 (16.07)

4277 (15.97)

Whether smoking

 No

6266 (70.18)

6356 (71.19)

6294 (70.50)

18,916 (70.62)

 Yes

2662 (29.82)

2572 (28.81)

2634 (29.50)

7868 (29.38)

Exercise habits

 Frequently

1804 (20.21)

2371 (26.56)

2871 (32.16)

7046 (26.31)

 Occasionally

1217 (13.63)

1267 (14.19)

1583 (17.73)

4067 (15.18)

 Hardly/never

5907 (66.16)

5290 (59.25)

4474 (50.11)

15,671 (58.51)

Household per capita income quantile

 0–25%,1st

2022 (22.65)

2331 (26.11)

2275 (25.48)

6628 (24.75)

 25–50%, 2nd

2158 (24.17)

2517 (28.19)

2591 (29.02)

7266 (27.13)

 50–75%, 3rd

2335 (26.15)

2303 (25.80)

2308 (25.85)

6946 (25.93)

 75–100%, 4th

2413 (27.03)

1777 (19.90)

1754 (19.65)

5944 (22.19)

 City per capita income

50,108.94 (14,143.32)

61,082.38 (18,472.41)

73,816.49 (22,000.81)

61,669.27 (20,870.87)

 City per capita hospital beds

47.40 (18.27)

51.20 (19.07)

49.49 (20.40)

49.36 (19.33)

 Total

8928

8928

8928

26,784

  1. Note: (1) For the continuous, statistics reported are the sample mean with the standard deviation in parentheses; (2) For the categorical, statistics reported are the sample frequency with the percentage in parentheses; (3) UEBMI Urban Employment Basic Medical Insurance, URBMI Urban Residents Basic Medical Insurance, NCMS New Cooperative Medical Scheme, Others free medical care, another supplement insurance, and full-self fee