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Table 2 Description of the clusters according to active variables

From: A French classification to describe medical deserts: a multi-professional approach based on the first contact with the healthcare system

Characteristics, mean (SD)

Isolated rural municipalities with poor accessibility to all healthcare professionals and services

Rural or outlying suburban municipalities that have difficulty accessing only certain types of healthcare professionals

Urban centers rather favored in terms of accessibility to health care, mitigated for some by high needs or declining supply

Globala

Cluster 1

Cluster 2

Cluster 3

Cluster 4

Cluster 5

Cluster 6

Cluster 7

Part of municipalities (%)

6

17

18

16

18

16

9

 

Part of inhabitants (%)

1

4

7

6

16

29

37

 

Health care accessibility

 LPA of GPsb

1.1 (1.0)

1.9 (0.7)

2.0 (0.6)

3.3 (1.0)

3.1 (0.6)

3.3 (0.7)

4.7 (1.0)

2.8 (1.2)

 LPA of nursesc

61.7 (58.8)

81.7 (35.7)

79.0 (31.9)

114.4 (59.1)

137.6 (52.9)

121.9 (44.5)

218.7 (96.2)

113.8 (66.3)

 LPA of physiotherapistc

25.0 (27.8)

39.5 (19.7)

45.8 (19.9)

63.9 (33.4)

73.9 (25.5)

87.5 (28.7)

145.9 (46.6)

66.9 (41.6)

 Distance to the nearest pharmacyc

11.6 (6.4)

6.8 (3.6)

7.2 (3.8)

5.5 (3.7)

4.5 (3.5)

4.4 (3.9)

2.3 (3.3)

5.8 (4.4)

 Distance to the nearest laboratoryd

27.8 (12.7)

17.4 (6.1)

15.8 (5.5)

19.2 (8.7)

11.1 (5.4)

10.6 (5.6)

7.6 (6.2)

14.9 (8.5)

 Distance to the nearest radiologistd

36.8 (16.3)

23.4 (7.9)

20.1 (6.7)

26.7 (9.8)

15.0 (7.5)

14.2 (6.9)

11.0 (7.8)

20.1 (10.8)

 Distance to the nearest emergency serviced

49.4 (17.2)

27.1 (8.7)

24.9 (7.8)

35.1 (10.6)

18.4 (8.3)

18.7 (7.5)

14.7 (9.4)

25.4 (12.8)

Dynamic of supply

 Gps’ LPA annual average rate of change

− 1.9 (4.9)

− 5.9 (4.0)

− 2.6 (3.4)

0.3 (4.4)

− 3.5 (2.9)

− 1.0 (2.5)

− 1.0 (2.4)

− 2.37 (4.1)

 Part of GPs over 60 years old

35.0 (18.0)

48.3 (19.7)

30.7 (14.5)

23.8 (15.7)

40.2 (15.4)

25.6 (12.9)

27.1 (12.6)

33.3 (17.9)

Needs of healthcare

 Standardized general mortality ratee

978.4 (90.7)

1027.5 (89.7)

918.1 (67.4)

993.8 (86.5)

1035.1 (96.4)

892.0 (67.6)

952.1 (96.7)

972.2 (100)

 Standardized premature mortality ratee

206.0 (34.0)

221.9 (29.0)

182.5 (26.5)

207.7 (30.3)

229.6 (31.5)

171.4 (25.6)

204.0 (36.2)

203.19 (36.3)

 Median income per household

19,759 (2357)

20,585 (1936)

22,676 (3141)

20,733 (2015)

20,986 (2010)

24,230 (3595)

22,119 (2814)

21,733 (2970)

  1. aAverage based on municipalities. It is a territorial average and not a population average
  2. bIn number of accessible consultations per year per capita
  3. cIn accessible FTEs per 100,000 inhabitants
  4. dIn minutes
  5. ePer 100,000 inhabitants