We propose an approach for using data on social interactions (e.g., number of recommendations received by consumers, number of recommendations given by adopters, number of social ties) in order to improve the forecasts made by extant diffusion models. We extend major extant diffusion models to...

This paper explores the development of a collaborative and customer-centric business model for sustainable innovation in rare earth magnet recycling. Rare earth elements have become crucial to various electronics and renewable energy systems. Due to their fnite nature and the supply risk they...