“…A majority of the research in the field of crowdfunding has focused on investment patterns and trends in the success of campaigns. Within reward-based campaigns, there is a trend for an inverted bell curve pattern of funding behaviour, whereby support peaks at the beginning of the campaign and rapidly declines until the deadline approaches, when a surge in funding activity occurs in successful campaigns (Kuppuswamy & Bayus, 2013;Beier & Wagner, 2016;Agrawal, Catalini, & Goldfarb, 2014). The initial peak in funding at the early stages of the campaign often comes from friends and family of the creator (Horvát, Uparna, & Uzzi, 2015), which is evidenced by geographical patterns in the location of funders (Agrawal, Goldfarb, & Catalini, 2011).…”