“…According to our knowledge, the closest paper is Godlewski et al (2012) who study the influence of lender centrality on loan spreads at origination but do not consider the renegotiation of the initial loan agreements. We complement studies on private debt renegotiation (Godlewski, 2019a(Godlewski, , 2019b(Godlewski, , 2015(Godlewski, , 2014Nikolaev, 2018;Roberts, 2015;Roberts and Sufi, 2009), which do not take the lenders network and centrality into account. We contribute to the literature on the role of connections, networking and reputation in bank lending (Billett et al, 1995;Engelberg et al, 2012;Gatti et al, 2013;McCahery and Schwienbacher, 2010;Ross, 2010) which do not apply social network analysis to compute (deeper and richer) centrality measures of lenders.…”