Fig. 3: Modelled and observed migration flows at the bilateral level. | Humanities and Social Sciences Communications

Fig. 3: Modelled and observed migration flows at the bilateral level.

From: Gravity models do not explain, and cannot predict, international migration dynamics

Fig. 3

In panels ad, the R2 values represented by markers correspond to the comparisons shown in Fig. 1a–d, respectively. Boxplots (not showing outliers, which are as small as −663, −1.2 × 106, −7.7, and −89 for Models 1–4, respectively) represent the set of \(R_{ij}^2\) values obtained from the comparison of modelled and observed annual data over time for each specific country of origin i and destination j (Eq. (8)). Five examples of these scenarios are shown for the models e without and f with fixed effects. Blue lines represent observed migration flows, orange lines represent modelled data. By design of the fixed-effects models, flows simulated by the Models 3 and 4 intersect the observed time-series at least once.

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