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. 2021 Nov 1;115:4–13. doi: 10.1016/j.tranpol.2021.10.022

Table 3.

Network metrics.

Metric Definition Formula
In-degree The number of links a node i receives from other nodes j in moment t. In our research, it refers to the number of trucking routes finishing at a given municipality. kiin(t)=j=1N(t)aij(t)
Out-degree The number of links a node i sends to other nodes j in moment t. In our research, it is the number of trucking routes originating at a given municipality. kiout(t)=j=1N(t)aji(t)
Degree The sum of in and out degrees. kiT(t)=kiin(t)+kiout(t)
Weighted in-degree In-degree pondered by the weight of each link. In our research, it is pondered by the number of trucking trips received by a municipality. Wkiin(t)=j=1N(t)aij(t)wij(t)
Weighted out-degree Out-degree pondered by the weight of each link. In our research, pondered by the number of trucking trips originating at a municipality. Wkiout(t)=j=1N(t)aji(t)wji(t)
Betweenness centrality The extent to which a particular municipality i is located on the shortest trucking route connecting other municipalities j and k in the network. CBi=kijNσkj(i)/σkj
Closeness centrality The extent to which a municipality i is close to all other municipalitiesj along the shortest routes, reflecting its level of accessibility in the trucking network. Cci=n1vjV,ijdij

Source: Own elaboration based on Wang et al. (2011) and Calatayud et al. (2017).