Two financial worlds and the bridge between them: profiling crypto, traditional, and dual investors
基于2021年西班牙家庭数据，分析加密货币投资者、传统股票投资者及两者兼有的双重投资者的特征差异，发现加密货币投资者更年轻、男性、低收入，而双重投资者金融素养更高，为差异化金融教育和监管提供依据。
• We use 2021 ECF data to analyze investor profiles in Spain. • Crypto investors are, on average, younger, male, and lower–income than stock market peers. • They show, on average, lower pension ownership and weaker retirement confidence. • Risk tolerance is higher among crypto investors, especially for younger adults. • Results support tailored financial education and differentiated regulation. This paper examines whether cryptocurrency investors differ from traditional stock market participants and identifies a third group that combines both asset types. Using data from the 2021 wave of the Survey of Financial Competencies conducted by the Bank of Spain, we analyze a nationally representative sample of Spanish households through logistic and multinomial regression models. Results show that crypto investors are more likely to be younger, male, and have lower income and educational attainment. They are also less likely to own pension products or feel confident about their retirement planning compared to stock market investors. In contrast, dual investors—those holding both crypto and traditional assets—exhibit higher financial literacy and greater risk tolerance, but do not differ significantly in income or education from stock investors. Our results reveal the existence of distinct investor profiles and highlight the need for tailored financial education and regulatory approaches that reflect the heterogeneity of market participants.