Skip to main content
. 2016 Jul 29;7:1116. doi: 10.3389/fpsyg.2016.01116

Table 3.

Various estimates of the number of English words known by adults (typically first-year university students), together with the way in which “words” were defined and the task used.

Study Estimate Definition of “word” Task
Hartmann (1946) 215,000 All entries from Webster’s New International Dictionary Meaning production
Nusbaum et al. (1984) 14,400 Lemmas present both in Miriam-Webster’s Pocket Dictionary and Webster’s Seventh Collegiate Dictionary (list of 19,750 words) Familiarity rating
Goulden et al. (1990) 17,200 Base words (sic) from Webster’s Third New International Dictionary, excluding proper nouns, derived words, and compounds. Indicate whether word is known or not
D’Anna et al. (1991) 17,000 Functionally important lemmas (sic) from the Oxford American Dictionary, with the exception of abbreviations, hyphenated words, affixes, contractions, interjections, letters, multiword entries, slang, capitalized entries, foreign words, alternate spellings, and outdated words. Subjective estimates of knowledge
Anderson and Nagy (1993) 40,000 Distinct lemmas (sic) from a corpus based on school textbooks; excludes proper nouns and a limited number of very transparent derived words and compounds. Various tests
Zechmeister et al. (1995) 12,000 Same as in D’Anna et al. (1991) Multiple choice questions related to the meaning of the words
Milton and Treffers-Daller (2013) 9,800 Same as in Goulden et al. (1990) Provide synonym or explanation for words known