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July 24, 2026
‘I Like Self-Fulfilling Prophecies
Andrey Vorchik studies happiness, delivers popular science lectures, and believes that science should address social issues as well. In an interview for the Young Scientists of HSE University project, he spoke about how emotions influence decision-making, the Bermuda Triangle formed by the bathroom, refrigerator, and bed, and the ideal formula for education.
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July 20, 2026
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Misconceptions of Measurement Equivalence: Time for a Paradigm Shift

Comparative Political Studies. 2016. Vol. 49. No. 8. P. 1068–1094.
Welzel C., Inglehart R. F.

Structural equation modelers judge multi-item constructs against three requirements: (a) multiple items converge in a single dimension; (b) individual-level patterns of item convergence are invariant across countries; (c) aggregate-level patterns of item convergence replicate those at the individual level. This approach involves two premises: Measurement validity hinges solely on a construct’s internal convergence, and convergence patterns at the individual level have priority over those at the aggregate level. We question both premises (a) because convergence patterns at the aggregate-level exist in their own right and (b) because only a construct’s external linkages reveal its reality outreach. In support of these claims, we use the example of “emancipative values” to show that constructs can entirely lack convergence at the individual level and nevertheless exhibit powerful and important linkages at the aggregate level. Consequently, we advocate a paradigm shift from internal convergencetoward external linkage as the prime criterion of validity.

Language: English
DOI
Keywords: quantitative methodsvalidityequivalencepolitical psychologyemancipative values
Publication based on the results of:
Эволюционная теория модернизации: новые наработки в методах и содержании (2016)
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