CONTAGION: 1889 Pandemic Didn’t Need Planes to Circle Globe in 4 Months. “This observation supports mathematical model results, which anticipated that restricting air transportation would have little, if any, effect. One possible hypothesis is that the important predictor of the speed of the pandemic is not the absolute numbers of passengers traveling between cities but the connectedness of the network of cities.”