A paper co-authored with Dr. Yasuyuki Todo has been published in EPJ Data Science. The paper entitled “Has Covid-19 permanently changed online purchasing behavior?” reveals that consumer purchasing behavior changes significantly at the beginning of a pandemic wave, but then returns to the previous wave with each successive wave.