Market Pareidolia: a new categorization of international markets by human age
Emiliano Finocchi, Luca GattoPurpose
The purpose of this study is to introduce Market Pareidolia, a conceptual and data-driven framework that categorizes foreign markets according to human age stages: adolescence, adulthood and seniority. The framework is designed to support early-stage International Market Selection (IMS) by helping internationally active firms interpret, compare and communicate foreign-market heterogeneity before undertaking more detailed entry-mode, investment and risk analyses.
Design/methodology/approach
This study adopts a conceptual framework combining cognitive psychology with international business strategy. Drawing from human age categorizations, 18 human developmental markers were matched to corresponding international market indices across 175 countries. Using Z-score normalization and Factor Analysis, four main factors and two standalone variables were identified, forming a composite “market age” for each country. The approach integrates quantitative data with conceptual reasoning to create a new typology.
Findings
The study successfully attributes a corresponding “human age” to 175 countries by aligning market indicators with human developmental markers. This anthropomorphic classification facilitates an intuitive understanding of market maturity stages and helps firms relate to international markets more instinctively. The resulting profiles reflect market stability, adaptability, risk and potential for growth through a humanized lens. Market Pareidolia could introduce future new studies on market profiling.
Research limitations/implications
This study is conceptual and based on data from 2021 to 2022 only, limiting historical comparison. The assumption that human developmental stages can universally represent market traits was not tested across cultural and economic contexts. Further empirical research is needed to validate the model’s applicability and potential biases in different regional or sectoral settings.
Practical implications
Market Pareidolia provides managers and policymakers with a front-end IMS heuristic. It translates heterogeneous country-level indicators into intuitive market-age profiles, supporting country prioritization, entry-mode deliberation, resource commitment, partner governance and risk calibration. The framework is intended to improve early-stage decision conversations without replacing rigorous market analysis.
Social implications
This model promotes more empathetic, human-centric market analysis. By conceptualizing markets as evolving entities akin to people, it encourages respectful, adaptive and socially aware engagement. This may influence how firms consider socio-cultural dynamics, sustainability and development goals when entering or operating in diverse markets.
Originality/value
This paper introduces a novel conceptual framework for foreign-market categorization based on the human age spectrum. By combining cognitive psychology, country-level indicators and International Business Strategy, the study offers a complementary heuristic for IMS. Its originality lies in translating complex market data into an intuitive market-age language that can support managerial sense-making and internationalization decision-making.