Cited by 2Second Language Acquisition and LearningEFL/ESL Teaching and LearningReading and Literacy Development

The DOI matches its Crossref record; 38 of the 39 references it cites were found in a registry or an index; none of the 30 sources its claims cite is checked for support yet.

Effects of Task-Induced Involvement Load and Working Memory on Korean High School Students’ Second Language Vocabulary Learning

Open access
Lee, Ok-hee, Lee, Sang-Ki·2021·Lanaguage Research

Abstract

This study investigated the effects of task-induced involvement load and working memory on Korean high school English learners' vocabulary acquisition and long-term retention.Sixty-six students were divided into three groups and experienced three different tasks that differed in terms of their involvement load: 1) gap-filling, 2) unscrambling sentences, and 3) writing original sentences.Each group took a post-vocabulary test comprising two subtests-form recognition and meaning recognition-immediately after the treatment and one week later.Results showed that the students who performed the task of writing original sentences, which was assumed to have the highest involvement load, gained the highest scores in the immediate meaning recognition test.Further, working memory of the students had a weak but statistically significant correlation with the short-term learning of both form and meaning and the long-term retention of meaning.More detailed findings are presented along with suggestions for pedagogy and future research.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

In 66 Korean high school English learners, the task with the highest assumed involvement load (writing original sentences) produced the best immediate meaning-recognition vocabulary scores, while no task differences survived at the one-week delayed posttest. Working memory showed weak but significant correlations with short-term form and meaning learning and long-term meaning retention.

Key findings

  • Immediate meaning-recognition scores differed significantly across tasks: sentence writing M = 32.91 vs. gap-filling M = 27.00 and unscrambling M = 26.17, F(2, 63) = 5.60, p < 0.01, η² = 0.15; Scheffé contrasts were significant for sentence writing vs. gap-filling (p < 0.05) and vs. unscrambling (p < 0.01), but not between the two lower-load groups (p = 0.93). Effect size for sentence writing against gap-filling was d = 0.82.
  • Immediate form-recognition scores did not differ by task (7.90, 8.22, 8.64; F(2, 63) = 1.28, p = 0.29), and neither did the delayed posttests (form: 7.71, 7.09, 7.86, p = 0.45; meaning: 21.67, 22.26, 23.82, p = 0.35).
  • Working memory correlated weakly but significantly with immediate form recognition (r = .25, p < 0.05), immediate meaning recognition (r = .27, p < 0.05), and delayed meaning recognition (r = .30, p < 0.01), but not with delayed form recognition (p = 0.09). The correlations were concentrated in the unscrambling group (r = 0.40–0.69; e.g., delayed meaning r = .69, p < 0.01).
  • Confidence in form-inference answers dropped from M = 40.58 (SD = 6.10) immediately to M = 35.45 (SD = 9.35) one week later, t(65) = 6.40, p < 0.001; 73% reported being confident or very confident at the immediate test versus 57% at the delayed test.

Methods

  • Quasi-experimental design: 87 second-year students from three classes at an autonomous public high school in Siheung were recruited; 66 (34 male, 32 female) with complete data were analyzed, assigned to three intact groups — gap-filling (n = 21), unscrambling sentences (n = 23), and original sentence writing (n = 22) — with assumed involvement indices of N1,S0,E1 = 2; N1,S1,E1 = 3; and N1,S1,E2 = 4 respectively.
  • Materials and measures: a 516-word, 29-sentence reading passage ("The Definition and Characteristics of Grit," Flesch-Kincaid 9.4) with 10 target words; vocabulary knowledge measured by a VKS-based meaning-recognition test (10–60 points) plus a 10-item multiple-choice form-recognition test with a 5-point confidence rating; working memory measured by a group-administered reading span task (12 sets, 42 items, scored 0–42).
  • Procedure and analysis: pretest and working memory test in session 1; treatment plus immediate posttest 3 weeks later; delayed posttest 1 week after treatment. Data analyzed in SPSS 22.0 with one-way ANOVA, Scheffé post hoc tests, paired t-tests, Pearson correlations, and Cohen's d, at α = 0.05.

Limitations

  • Stated by the paper: the small number of participants and the short study duration mean results should be interpreted cautiously; the reading span task was administered in a group format because of school time and space constraints, whereas individual administration may be more valid for measuring working memory as an individual-difference variable.
  • Stated by the paper: the delayed posttest was given only one week after treatment, and the authors call for follow-up research varying that interval.
  • Evident from the text: the three groups were intact classes rather than randomly assigned, and the study used a single reading passage with only 10 target words, so generalization to other texts and word types is untested.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.30961/lr.2021.57.1.143

Cites

38 of 38 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

0 of 30 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Immediate form recognition performance correlated significantly with confidence (r=.54, p<0.01).

    “사후 검사 결과와 확신 정도는 r =.54, 지연 사후 검사 결과와 확신 정도는 r = .59로나타났으며, 두 수치 모두 통계적으로 유의미한 수준의 것이었다(p<0.01).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Confidence in form recognition answers was significantly lower on the delayed post-test than on the immediate post-test (t(65)=6.40, p<0.001).

    “대응표본 t-검정 결과, 두 검사 단계에서의 확신 정도의 차이 가 통계적으로 유의미한 수준으로 드러났다, t(65)=6.40,p<0.001.”
    Quote in the paperNot a substantial claim
  • Findingown data

    On the delayed post-test meaning recognition assessment, there was no statistically significant difference among the three groups (F(2,63)=1.08, p=0.35).

    “일원분산분석 결과, 세 집단 간에는 지연 사후 어휘 의미인식평가 점수에 있어 통계적으로 유의미한 차이가 나타나지 않았다, F(2, 63)=1.08,p=0.35.”
    Quote in the paperSubstantial claim
  • Findingown data

    Working memory score was not significantly correlated with delayed form recognition (p=0.09).

    “반면, 지연 사후 형태인식평가 결과와는 통계적으로 유의미한 관련성이 없는 것으로 드러났다(p=0.09).”
    Quote in the paperSubstantial claim
  • Findingown data

    Only the unscrambling-sentences group showed statistically significant correlations between working memory and vocabulary learning.

    “이를 각 집단별로 살펴보면, 표 10에 제시된 바와 같이, 어휘 배열하여 문장 만들기를 수행한 집단 2의 경우에서만 통계적으로 유의미한 상관관계를 확인할 수 있었다.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. 14
  • It may state two separate claims as one. 10
  • Probably not a substantial claim.

    Premisecitation

    Involvement load is determined by three components: need, search, and evaluation.

    “이론에 따르면 관여 부담 수준 은 필요(Need, 이하 N), 검색(Search, 이하 S), 평가(Evaluation, 이하 E)의 세 가지 요소에 의해 결정된다.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hulstijn & Laufer, 2001 source
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductown data

    The reading material was reviewed by a native English speaker and had a Flesch-Kincaid readability index of 9.4, which was judged appropriate for the participants' level.

    “읽기 자료는 29개 문장, 516개의 단어로 이뤄져 있었고, Flesch Kincaid 이독성 지수가 9.4로 나타나 연구 참여 학생들의 수준에 비추어 적절한 것으로 판단하였다”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    The study adjusted the order of items and options in the delayed post-test to minimize practice effects.

    “이때 문항과 선택지 순서를 조정하여 연습 효과를 최소화하고자 하였다.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductreasoning

    The reading span task was administered in groups because of school constraints, which may be less valid than individual administration for measuring working memory individual differences.

    “본 연구에서 활용한 읽기 폭 과제의 경우, 학교 현장의 시 ․ 공간적 제약을 고려하여 집단으로 시행하였다.그러나 읽기 폭 과제가 작업 기억과 관련한 개인차 변인을 측정하고자 하는 목적을 가지게 됨을 고려할 때 개별적으로 자료를 수집하는 것이 보다 타당한 측면이 있을 수도 있겠다는 점에 유의 해야 할 것이다.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The group-administered reading span task validly measures working memory capacity relevant to vocabulary learning.
  • It may state two separate claims as one.

    Interpretationown data

    The finding that evaluation differences matter more than search differences for short-term meaning recognition is consistent with Park (2011) and contrasts with Laufer (2003).

    “이는 평가에 비해 검색의 영향력이 보다 더 크다고 한 Laufer(2003)의 실험과는 대조적인 결과이며, 검색에 비해 평가의 차이가 어휘 학습에 더욱 큰 영향을 미친다고 해석한 Park(2011)의 연구와는 일치하는 결과로, 향후 검색 조건에 대한 더욱 세밀한 연구가 후속되어야 할 것으로 보인다.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Laufer, 2003 source
    • cites Park, 2011

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • The authors state this as an assumption: The three tasks have the assumed involvement load levels: gap-filling N1,S0,E1=2; unscrambling sentences N1,S1,E1=3; and sentence writing N1,S1,E2=4.
  • Probably not a substantial claim.

    Study design and conductcitation

    The study used the VKS 5-point scale proposed by Paribakht and Wesche (1993) to measure vocabulary knowledge.

    “본 연구에서는 Paribakht와 Wesche(1993)가 제안한 VKS(vocabulary knowledge scale) 5점 척도를 활용한 의미인식평가로 연구 참여 학생들의 어휘력을 측정하였다.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Paribakht & Wesche, 1993 source
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    The involvement load hypothesis states that the degree of vocabulary learning during a task depends on the level of cognitive processing required, with higher involvement load promoting more vocabulary learning.

    “해당 가설은 과업을 수행하는 동안 새로운 어휘를 학습하는 정도가 과업을 수행하는데 필요한 인지적 처리 수준에 따라 달라진다는 가정 이다.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hulstijn & Laufer, 2001 source
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    Working memory is a cognitive system for temporarily storing and processing information, and it is related to vocabulary learning.

    “특히 작업 기억(working memory)은 복잡한 인지 과제 수행을 위해 정보를 일시적으로 저장하고 처리하는 인지적 체계로서 (Baddeley & Hitch, 1974), 어휘 학습과의 연관성이 높은 것으로 알려져 왔다 (Atkins & Baddeley, 1998;Linck et al., 2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Baddeley & Hitch, 1974 source
    • cites Atkins & Baddeley, 1998 source
    • cites Linck et al., 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim.

    Study design and conductnone given

    The study adjusted gloss provision, sentence length, and sentence structure to make the difficulty differences among tasks clearer.

    “먼저, 어휘 주석 제공 방식, 문장길이 및 구조 등을 조정하여 각 과업들 간의 난이도 차이가 더욱 분명할 수 있도록 하였다.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductcitation

    The study used the reading span task from Conway et al. (2005), modified for high school second-year students, to measure working memory.

    “연구 참여 학생들의 작업 기억을 측정하기 위하여 본 연구에서는 Conway 외 5인 (2005)에서 활용한 읽기 폭 과제를 선택하였고, 이를 예비 검사를 통해 고등학교 2학년 학생들의 수준에 맞추어 수정하였다.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Conway et al., 2005 source
    • Rests on an assumption: The group-administered reading span task validly measures working memory capacity relevant to vocabulary learning.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    The study's results should be interpreted cautiously because of limitations in participant size and study duration.

    “본 연구의 결과는 연구 참여자의 규모나 연구 기간 등 여러 측면에서의 제한적 상황을 고려하여 조심스럽게 해석되어야 옳다.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationcitation

    The E2 evaluation component requires evaluating how target words combine with other words in learner-generated sentences or texts, so unscrambling sentences may have a lower involvement load than previously assumed.

    “그러나 Hulstijn과 Laufer(2001)가 제시한 강한 정도의 평가(E2)는 학습자 스스로가 만들어낸 문장이나 지문에서 목표 어휘와 다 른 어휘들의 결합 방식이 어떠한지를 평가하는 것임에 주목해야 한다.그리고 이는 앞선 연구들에서 가정된 바와는 달리 어휘를 배열하여 문장을 만드는 과업의 경우 관여 부담 지수를 상대적으로 조금 더 낮은 수준의 것으로 이해해야 할 필요가 있음을 시사한다.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hulstijn & Laufer, 2001 source
    • The authors state this as an assumption: The three tasks have the assumed involvement load levels: gap-filling N1,S0,E1=2; unscrambling sentences N1,S1,E1=3; and sentence writing N1,S1,E2=4.
  • Probably not a substantial claim.

    Premisecitation

    Words directly looked up in a dictionary during a reading task are remembered better than words not looked up and words provided with glosses.

    “읽기 과업을 수행하는 동안 직접 사전을 찾아본 어휘들이 그렇지 않은 어휘들에 비해, 또한 주석이 제공된 단어들에 비해 더욱 잘 기억된다는 연구 결과(e.g., Laufer, 2000; Watanabe, 1997)”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Laufer, 2000
    • cites Watanabe, 1997 source
  • It may state two separate claims as one.

    Premisecitation

    Learners with higher working memory show better performance in both first-language and second-language vocabulary learning.

    “작업 기억 능력이 뛰어난 학습자일수록 모국어와 L2 어휘 학습 모두에서 더 우수한 수행을 보이고 있음이 여러 연구를 통해 입증되어 온 바 있다(e.g., Atkins & Baddeley, 1998;Chun & Payne, 2004;Linck et al., 2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Atkins & Baddeley, 1998 source
    • cites Chun & Payne, 2004 source
    • cites Linck et al., 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Premisecitation

    Previous studies have often found results deviating from involvement load predictions, and there is a need to examine task involvement levels applicable to Korean students.

    “관여 부담 가설의 이론적 측면에서 논의하는 과업의 수준이 실제에 있어서는 예측에서 벗어나는 사례들이 많았고(e.g., Choi, 2015;Folse, 2006;Keating, 2008;Kim, 2015;Marmol & Sanchez-Lafuente, 2013;Park, 2011;Soleimani & Rahmanian, 2014;Yang et al., 2017;Zou, 2017)”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Choi, 2015

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Folse, 2006 source
    • cites Keating, 2008 source
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    Readers need to know 95% of text vocabulary to infer unfamiliar words (Laufer, 1989), while Nation (2001) holds that at least 98% comprehension is needed for accurate inference.

    “Laufer(1989)는 독자들이 지문의 전체 어휘 중 95%에 대한 지식을 가지고 있을 때 익숙하지 않은 어휘의 의미를 추론할 수 있다고 한 반면, Nation(2001)은 모르는 어휘의 의미를 정확히 추론하기 위해서는 적어도 지문의 98%를 이해할 수 있어야 한다고 보았 다.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Laufer, 1989

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Nation, 2001 source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Language learning aptitude is one of the individual difference factors with the greatest explanatory power.

    “언어 학습 적성은 가장 큰 설명력을 가지는 것 중의 하나로 논의되어 왔다 (Lee, 2014;Masgoret & Gardener, 2003;Ortega, 2009).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Lee, 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Masgoret & Gardener, 2003 source
    • cites Ortega, 2009

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim.

    Premisecitation

    Providing vocabulary glosses in gap-filling activities facilitates vocabulary memory compared with no gloss.

    “빈칸 채우기 활동에서 어휘 주석을 제공하는 것이 그렇지 않은 경우 에 비해 어휘 기억을 촉진시킨다는 기존의 연구들 (Hulstijn, 1992;Hulstijn et al., 1996;Watanabe, 1997)”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Hulstijn, 1992 source
    • cites Hulstijn et al., 1996 source
    • cites Watanabe, 1997 source
18 of 18
  • The authors state this as an assumption.

    The three tasks have the assumed involvement load levels: gap-filling N1,S0,E1=2; unscrambling sentences N1,S1,E1=3; and sentence writing N1,S1,E2=4.

    “본 연구에서 적용한 세 가지의 과업 및 각 과업에 대해 가정된 관여 부담 수준은 표 1에 제시된 바와 같았다.”
  • The paper relies on this without support.

    The three tasks are frequently used in Korean high school English classrooms.

    “세 가지의 과업 모두 외국어 로서 영어를 학습하는 국내 고등학교 교실에서 실제 빈번히 활용되는 것들임을 고려할 때”
  • The paper relies on this without support.

    The group-administered reading span task validly measures working memory capacity relevant to vocabulary learning.

    “본 연구에서 활용한 읽기 폭 과제의 경우, 학교 현장의 시 ․ 공간적 제약을 고려하여 집단으로 시행하였다.”
  • The paper relies on this without support.

    One week after treatment is a sufficient interval to assess long-term retention.

    “마지막 세 번째 차시는 일주일 후에 진행되었다.이때 형태인식평가와 의미인식평가로 구성된 지 연 사후 어휘 평가를 실시하여 학습한 바의 지속 가능성 여부를 살펴보았다.”
4 of 4

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • ConsistentF(2, 63) = 0.19reported p = .83 · recomputed p = .827

    “F(2, 63)=0.19,p = .83”

  • ConsistentF(2, 63) = 0.47reported p = .63 · recomputed p = .627

    “F(2, 63)=0.47,p = .63”

  • ConsistentF(2, 63) = 1.28reported p = .29 · recomputed p = .285

    “F(2, 63)=1.28,p = .29”

  • ConsistentF(2, 63) = 5.6reported p < .01 · recomputed p = .006

    “F(2, 63) =5.60, p < .01”

  • ConsistentF(2, 63) = 0.8reported p = .45 · recomputed p = .454

    “F(2, 63)=0.80,p = .45”

  • ConsistentF(2, 63) = 1.08reported p = .35 · recomputed p = .346

    “F(2, 63)=1.08,p = .35”

  • Consistentt(65) = 6.4reported p < .001 · recomputed p < .001

    “t(65)=6.40,p < .001”

  • ConsistentF(2, 63) = 1.07reported p = .35 · recomputed p = .349

    “F(2, 63)=1.07,p = .35”

8 of 8

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Self-check results appear here once an independent check has confirmed them.

Citations

Cites

Flagged first, then by citations

1 of the 39 references couldn’t be matched to a known paper.

Research works printed but not linked: 7

  1. Choi, H. K. (2015). The impacts of task-induced involvement load on vocabulary acquisition and affective domain of Korean high school students (Master's thesis) (in Korean). Ewha Womans University, Seoul
  2. Choi, M. A. (2017). The impacts of task-induced involvement load and English proficiency on vocabulary acquisition of Korean high school students (Master's thesis) (in Korean). Hankuk University of Foreign Studies, Seoul
  3. Kim, J. Y. (2015). The effects of task-induced involvement and learner's English proficiency on English vocabulary learning (in Korean). English Language Teaching, 27(3), 125-149
  4. Laufer, B. (1989). What percentage of text-lexis is essential for comprehension? In C. Lauren & M. Nordman (Eds.), Special language: From humans thinking to thinking machines (pp. 316-323). Clevedon, UK: Multilingual Matters
  5. Lim, S. M. (2017). Effects of text type, vocabulary knowledge, language learning aptitude on incidental vocabulary learning (Master's thesis) (in Korean). Yonsei University, Seoul
  6. Park, J. H. (2011). The role of task-induced involvement load in vocabulary acquisition of Korean college students (Master's thesis). Ewha Womans University, Seoul
  7. Sung, H. M. (2013). The effects of task-induced involvement load on EFL high school learners' vocabulary learning (Doctoral dissertation). Sookmyung Women's University, Seoul

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Metadata

Authors
Lee, O.-H., & Lee, S.-K.
Affiliations
Korea National University of Education (KR)
Venue
Lanaguage Research
Published
2021-04-30
Volume
57
Issue
1
Pages
143-165
ISSN
  • 0254-4474 (ISSN-L)
  • 2586-7113
OpenAlex
W3159360061
Cited by
2
References
39
Citations by year
2023: 1 · 2022: 1
FWCI
0.54
Type
journal article
Language
en
Open access
Locations
어학연구 (publishedVersion, cc-by-nc)
Topics
  • Social Sciences › Psychology › Developmental and Educational Psychology › Second Language Acquisition and Learning
  • Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
  • Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
Keywords
working memory, second language vocabulary acquisition, English as a foreign language, Korean high school students, long-term retention, shape recognition, meaning recognition, gap filling, sentence writing

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-11-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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