“…This increases sensation-seeking and choice impulsivity, causing failures in self-regulation of behavior when potential rewards are involved and, consequently, leads to risk-taking behavior (Steinberg, 2008;Galván, 2010;Whalstrom et al, 2010aWhalstrom et al, , 2010bHeatherton and Wagner, 2011;Casey, 2014;Casey et al, 2016). These models remain extremely popular in explaining adolescent risk taking (Shulman et al, 2016;Icenogle and Cauffman, 2021), possibly because they provide an intuitive, neuroscience-based account of the way adolescents are generally portrayed; however, they have received a significant amount criticism (e.g., Pfifer andAllen, 2012, 2016;Do et al, 2020), These criticisms highlight the need to re-conceptualize what constitutes risk-taking (e.g., Duell et al, 2016Duell et al, , 2018Romer et al, 2017), as well as the role of cognitive control in these behaviors (e.g., Do et al, 2020). Critics also point to the lack of unambiguous parallels between behavior and functional imaging data (e.g., Pfeifer and Allen, 2016), including the fact that although connectivity between the hot and cool systems does seem to increase with age, there is still a lack of evidence about how this interaction impacts behavioral development (Duell et al, 2016).…”