SENTENCE COMPRESSION FACTOR AND COMMUNICATION COST INDEX: A CROSS-LINGUISTIC FRAMEWORK FOR QUANTIFYING COMMUNICATIVE THROUGHPUT

Description

This paper introduces the Sentence Compression Factor (SCF, D_x), a novel metric quantifying the density of complete communicative units (phrases) expressible per minute relative to an English baseline. Unlike prior information-theoretic frameworks that measure bits per syllable, SCF measures syntactically complete propositions per minute. The metric is empirically anchored by direct measurement of English (20 phrases/min) and Korean (33 phrases/min) conversational speech, yielding a Korean SCF of 1.65\times.

We combine SCF with the Foreign Service Institute (FSI) language difficulty metric to derive the Communication Cost Index (CCI, C_x). Using canonical FSI data, Korean yields an extreme CCI of 6.05 --- the highest among 81 major world languages. This identifies a paradigm-shifting reality: to maintain conversational parity, a learner must process and articulate 65% more syntactic chunks per minute in Korean than in English.

The timing of this research is critical. With the Korean Wave (Hallyu) reaching 225 million fans across 119 countries, and Korean language enrollment skyrocketing while other languages decline, millions of learners face a harsh reality: the 6.05 CCI creates an almost insurmountable barrier. Without systematic intervention, most will fail to achieve conversational Korean before their youth expires.

Authored by an independent researcher and polyglot specializing in speed learning mathematics and foreign language speaking, this framework serves as the foundational theory for the SxF series (including \textit{Speak Korean Fast} [SKF] and \textit{Speak English Fast} [SEF]). The author's previous mathematics pilots demonstrated 30--50\times acceleration rates across 1,000+ students in Mexico and Guatemala, while SEF pilots enabled average Central Americans to speak English within days. This paper announces SKF pilot projects designed to provide pragmatic, accelerated pathways for the global Hallyu community, proving that the "Korean bottleneck" can be systematically bypassed.

Authors

DOI: 10.5281/zenodo.20688002

Publication Date: 2026-06-14

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