However, as shown in Figure 11, this relationship can vary by performance group. For example, the figure shows that for the OECD average, the relationship between growth mindset and teacher support is weaker for low-performing students. However, it is important to interpret these findings with caution, as this pattern is not consistent across systems. Among mid-performers, the association is positive in 30 countries/economies and not significant in most others, Among top performers, the link is often weaker or absent, while among low performers, it is frequently absent or negative across systems. These findings suggest that, rather than being a universal pattern, the relationship between teacher support and growth mindset varies widely depending on system context and student proficiency level. Only in a handful of countries, such as Australia*, Chinese Taipei, Norway and the United States*, does the association remain positive across all performance levels.
Similarly, the link between student-teacher relations and growth mindset is not systematic. For mid-performers, the relationship with growth mindset is robustly positive in 29 countries/economies and on average across OECD countries, while in over half, the relationship is not significant (Table B.23). For low performers, however, it is often negative (in 31 countries/economies, and on average), possibly reflecting that struggling students may perceive less support even when teachers provide it. Among top performers, while strong and positive for the OECD average, the relationship is mostly not significant across countries/economies. In no case is the relationship negative for mid and top performers. Only in Ireland*, Germany and Korea it remains positive across performance levels.
While student-teacher relations strengthen the positive association between growth mindset and mathematics performance (12 score points more among students with high-quality student-teacher relations) (Table B.27), this relationship is likely to vary by performance group.
Where associations between growth mindset and perceived teacher support do appear, they could be reflecting compensatory dynamics, i.e. teachers provide stronger relational support to weaker students, but these students, who may already struggle with confidence, do not necessarily develop stronger growth mindsets. In fact, dependence on teacher closeness may coexist with weaker self-belief. For mid-performers, by contrast, relational closeness can align well with growth mindset beliefs, reinforcing both motivation and confidence. For top performers, the association is largely flat, reflecting that their mindset is grounded more in prior success and self-efficacy than in their relationships with teachers.
This same dynamic presents itself in students’ perceptions of mathematics instruction. Figure 11 shows important differences by students’ proficiency level at the OECD average. However, most education systems show no statistically significant association between perceptions of instructional quality and growth mindset (Table B.23). In 24 education countries/economies, low-performing students with a growth mindset report lower perceived quality of instruction. By contrast, for mid-performing students, the association is more often positive (in 23 countries/economies), while for top performers the relationship is mostly non-significant and positive in only six countries/economies.
Students’ perceptions of teaching quality could be shaped not only by instructional practices themselves but also by how these align with students’ academic standing. Low-performing students’ belief in improvement may raise expectations; when instruction does not meet these expectations, they may judge it more critically. For mid-performers, the relationship is more often positive, reflecting that growth mindset beliefs and recognition of effective instruction reinforce each other. For top performers, the association is inconsistent, suggesting that across systems, their learning confidence could make them less dependent on perceived quality of instruction.
These patterns indicate two important insights. First, supportive relations and perceived quality of instruction can enlarge the returns of growth mindset for performance, but the direct relationship between growth mindset and perceptions of teachers is highly group-specific and often absent. Second, what may appear as negative associations for low performers could be better understood as compensatory dynamics or perception biases: struggling students with growth mindset beliefs may demand more from their teachers and, as a result, report more critically on teaching or relational support.