“…In contrast, large-scale mining in developing countries only provides about two million jobs (Tibbett, 2009). Furthermore, despite the existence of some multiplier effects through indirect and induced jobs (World Gold Council, 2015), large-scale mining struggles to establish linkages with the local economy (Bazillier and Girard, 2020;Cassimon et al, 2016), and has lower poverty-reducing effects compared to agriculture, transport services and agro-processing (Christiaensen and Martin, 2018). Gold is estimated to account for about half of all ASM operations worldwide, and while providing only 12% to 20% of the total global gold production, artisanal and small-scale gold mining (ASGM) is estimated to create up to 90% of total employment in gold mining (IGF, 2018;Levin, 2014;Seccatore et al, 2014;Verbrugge and Geenen 2020).…”