Challenging lexical coverage conventions: Evaluating the vocabulary demands of family-genre film and television

The contribution of studies investigating lexical coverage to the field of applied linguistics cannot be understated. Lexical coverage research has helped establish the vocabulary knowledge most essential for second language (L2) comprehension and elevate the importance of high-frequency vocabulary knowledge acquisition. Approaches to lexical coverage research have, however, begun to come under closer scrutiny in recent studies, with some experts questioning the accuracy of coverage estimates. Understanding these limitations, the current study applies an alternative approach to evaluating the lexical knowledge required to comprehend the OPUS-family-genre corpus, a collection of closed captions from 1597 family-genre films and television programs (10,744,767 tokens). In contrast to previous conventions that used band-based (1000-word) predictions of lexical coverage, in this study, coverage is evaluated at the individual word-unit level. It compares the coverage provided by four word lists: (1) a lemma list derived from tagging the OPUS-family-genre corpus, (2) a flemma list, and two word-family lists, (3) the BNC, and (4) the BNC/COCA. The study also models how a part-of-speech lexical tagger (TagAnt) can be used to evaluate lemma-based lexical coverage. The analysis revealed that English language learners will know 90, 95, and 98% of the running words appearing in family-genre films and television if they know the first 855, 2005, and 4393 flemmas, from the attached word lists. More simply, knowing the first 900 words from our supplementary word frequency lists would enable English language learners to start viewing family-genre films and television.

Authors

Institutions

Publication Details

Journal
Research Methods in Applied Linguistics
Published
2025-06-19
DOI
https://doi.org/10.1016/j.rmal.2025.100230
Citations
2
Primary Topic
Second Language Acquisition and Learning
Type
article
Field-Weighted Citation Impact
6.89
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Challenging lexical coverage conventions: Evaluating the vocabulary demands of family-genre film and television

Brett Milliner, Geoffrey G. Pinchbeck
2 citations
Research Methods in Applied Linguistics
Second Language Acquisition and Learning
6.89
article

Challenging lexical coverage conventions: Evaluating the vocabulary demands of family-genre film and television

Brett Milliner, Geoffrey G. Pinchbeck
article en
2 citations

Abstract

The contribution of studies investigating lexical coverage to the field of applied linguistics cannot be understated. Lexical coverage research has helped establish the vocabulary knowledge most essential for second language (L2) comprehension and elevate the importance of high-frequency vocabulary knowledge acquisition. Approaches to lexical coverage research have, however, begun to come under closer scrutiny in recent studies, with some experts questioning the accuracy of coverage estimates. Understanding these limitations, the current study applies an alternative approach to evaluating the lexical knowledge required to comprehend the OPUS-family-genre corpus, a collection of closed captions from 1597 family-genre films and television programs (10,744,767 tokens). In contrast to previous conventions that used band-based (1000-word) predictions of lexical coverage, in this study, coverage is evaluated at the individual word-unit level. It compares the coverage provided by four word lists: (1) a lemma list derived from tagging the OPUS-family-genre corpus, (2) a flemma list, and two word-family lists, (3) the BNC, and (4) the BNC/COCA. The study also models how a part-of-speech lexical tagger (TagAnt) can be used to evaluate lemma-based lexical coverage. The analysis revealed that English language learners will know 90, 95, and 98% of the running words appearing in family-genre films and television if they know the first 855, 2005, and 4393 flemmas, from the attached word lists. More simply, knowing the first 900 words from our supplementary word frequency lists would enable English language learners to start viewing family-genre films and television.

Research Methods in Applied LinguisticsVol. 4(3)
Tamagawa University (JP), Carleton University (CA)
Quality Education
Openalex Percentile: Top 4%
Second Language Acquisition and Learning
6.89
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Challenging lexical coverage conventions: Evaluating the vocabulary demands of family-genre film and television — Brett Milliner, Geoffrey G. Pinchbeck · Research Methods in Applied Linguistics (2025) | TGRS Research Map | TGRS