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. 2024 May 30;24:1451. doi: 10.1186/s12889-024-18869-0

Table 1.

The interaction relationship of Geodetector q statistic

Interaction relationship Interaction effect
q(X1X2) < Min(q(X1),q(X2)) Weaken, nonlinear
Min(q(X1),q(X2)) < q(X1X2) < Max(q(X1),q(X2)) Weaken, univariate
q(X1X2) > Max(q(X1),q(X2)) Enhance, bivariate
q(X1X2) = q(X1) + q(X2) Independent
q(X1X2) > q(X1) + q(X2) Enhance, nonlinear

X1X2 means the new stratum created by overlaying X1 and X2