The settlement day effect of the futures index has been significantly weakened; the reason is very simple. The alternation of positions in the old and new contracts makes the gains and losses on the settlement day less important. This can be seen from my observation of the futures index data in the past six months. The basic view is that; however, the day before the delivery date is more likely to have negative effects, while the day before the delivery date is safer!