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. 2024 Dec 30;24:3600. doi: 10.1186/s12889-024-21175-4

Table 2.

The average degree and betweenness centrality at different levels of medical institutions

n 2017 n 2018 n 2019 n 2020 n 2021 n 2022 n 2023 Z P trend
Out-degree
Tertiary hospital*** 1 8.9530 1 7.8105 1 9.1935 1 3.9194 1 15.6025 1 18.5905 1 20.0847 3.7957 < 0.001
Secondary hospitals 1 0.0041 3 0.0488 3 0.0923 3 0.1162 3 1.7181 4 4.2007 4 4.1399 8.1591 < 0.001
Primary care facilities 53 0.0700 55 0.0631 59 0.0902 57 0.0972 58 0.1133 54 0.0898 56 0.0827 2.4323 < 0.05
Public PCFs 26 0.1238 28 0.1136 30 0.1486 30 0.1593 32 0.1864 31 0.1449 33 0.1403 -2.4906 < 0.05
Private PCFs 27 0.0154 27 0.0109 29 0.0298 27 0.0282 26 0.0233 23 0.0131 23 0.0000 5.1768 < 0.001
In-degree
Tertiary hospital*** 1 2.9091 1 3.3669 1 4.4879 1 4.2042 1 5.1339 1 3.5805 1 3.3361 0.8577 0.391
Secondary hospitals 1 0.4804 3 0.1192 3 0.2787 3 0.4458 3 0.4795 4 0.4526 4 0.3236 3.2243 < 0.01
Primary care facilities 53 0.1851 55 0.1349 59 0.1605 57 0.0749 58 0.3579 54 0.5671 56 0.6544 3.9233 < 0.001
Public PCFs 26 0.2345 28 0.1843 30 0.2147 30 0.0982 32 0.6061 31 0.8689 33 0.9945 3.1933 < 0.01
Private PCFs 27 0.1348 27 0.0838 29 0.1044 27 0.0490 26 0.0524 23 0.1472 23 0.1664 5.1856 < 0.001
Betweenness
Tertiary hospital*** 1 0.4563 1 0.3061 1 0.3930 1 0.2765 1 0.2003 1 0.3586 1 0.2829 -2.6522 < 0.01
Secondary hospitals 1 0.0122 3 0.0005 3 0.0146 3 0.0250 3 0.0227 4 0.0402 4 0.0202 4.1038 < 0.001
Primary care facilities 53 0.0005 55 0.0002 59 0.0011 57 0.0015 58 0.0007 54 0.0010 56 0.0006 1.8341 0.066
Public PCFs 26 0.0007 28 0.0002 30 0.0018 30 0.0019 32 0.0009 31 0.0013 33 0.0010 -2.6236 < 0.01
Private PCFs 27 0.0003 27 0.0002 29 0.0004 27 0.0009 26 0.0004 23 0.0005 23 0.0000 0.1803 0.8569

*** Kruskal-Wallis test comparing centrality at different levels of hospitals. P < 0.001