This paper constitutes a first attempt to shed light on the role of income distribution in household debt, macrofinancial stability and financial market access in Central, Eastern and Southeastern Europe (CESEE). This issue has not been adequately addressed so far. Using data from the OeNB Euro Survey for the period from 2009 to 2017, we explore the question whether interpersonal comparisons affect a household's probability of having a loan. We use multilevel probit modeling to take into account the hierarchical structure of the data. Our results support the notion that the relative income position, along with absolute income, has an impact on households' likelihood of having a loan, but this is valid mainly for households above the median of the income distribution. We show this impact for almost all components of household debt, but evidence is strongest for mortgage and car loans. Interpersonal comparisons turn out to be a weaker predictor of a household's propensity to have a loan in CESEE countries with a more equal income distribution.