Skip to main content
Log in

Investigating the longitudinal and concurrent relationships between polysemous word knowledge and reading comprehension among Spanish-English bilingual middle school students

  • Published:
Reading and Writing Aims and scope Submit manuscript

Abstract

This study investigates the concurrent and longitudinal relationships between polysemous word knowledge and reading comprehension among bilingual students (n = 107) followed from seventh to eighth grade. Standardized tests were used to measure decoding skills, broad vocabulary knowledge, and reading comprehension. Data about students’ polysemous word knowledge were collected using the Polysemous Word Test, an assessment designed to investigate students’ abilities to recognize the academic senses of words that also have casual, everyday meanings. The study provides longitudinal evidence that students’ knowledge of the academic senses of familiar words contributes to their future reading comprehension. Results from hierarchical multiple regression analyses indicated that students with better polysemous word knowledge in seventh grade show higher levels of grade eight reading comprehension, controlling for grade seven reading comprehension and other skills, compared to students with weaker polysemous word knowledge. Reading comprehension was found to predict polysemous knowledge in both seventh and eighth grade as well as between seventh and eighth grade.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. Because controlling for casual senses of the polysemous words could arguably be overly conservative in partialling out the shared variance associated with the causal and academic meanings, we fit additional models excluding this control. Results were nearly identical, with similarly sized effects for academic meanings (Grade 7: β = .25, p = .001; Change in R2 = .05; Grade 8: β = .29, p = .008; Change in R2. = .04).

  2. As with the concurrent analyses, we fit an additional model without controlling for casual meanings of polysemous words. Results were nearly identical with a very similarly sized effect for academic meanings (β = .23, p = .003; Change in R2 = .04).

References

  • Adlof, S. M., Baron, L. S., Scoggins, J., Kapelner, A., McKeown, M. G., Perfetti, C. A., et al. (2019). Accelerating adolescent vocabulary growth: Development of an individualized, web-based, vocabulary instruction program. Language, speech, and hearing services in schools, 50, 579–595.

    Google Scholar 

  • August, D., & Shanahan, T. (2006). Developing literacy in second-language learners: Report of the national literacy panel on language-minority children and youth. London: Routledge.

    Google Scholar 

  • Baumann, J. F., & Graves, M. F. (2010). What is academic vocabulary?. Journal of Adolescent & Adult Literacy, 54, 4–12.

    Google Scholar 

  • Bird, H., Franklin, S., & Howard, D. (2001). Age of acquisition and imageability ratings for a large set of words, including verbs and function words. Behavior Research Methods, Instruments, & Computers, 33, 73–79.

    Google Scholar 

  • Bravo, M. A., & Cervetti, G. N. (2008). Teaching vocabulary through text and experience in content areas. In A. E. Farstrup & S. J. Samuels (Eds.), What research has to say about vocabulary instruction (pp. 130–149). Newark: International Reading Association.

    Google Scholar 

  • Carlo, M. S., August, D., McLaughlin, B., Snow, C. E., Dressler, C., Lippman, D. N., et al. (2004). Closing the gap: Addressing the vocabulary needs of English-language learners in bilingual and mainstream classrooms. Reading Research Quarterly, 39, 188–215.

    Google Scholar 

  • Carston, R. (2002). Thoughts and utterances: The pragmatics of explicit communication. Oxford: Blackwell.

    Google Scholar 

  • Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). London: Routledge.

    Google Scholar 

  • Coxhead, A. (2000). A new academic word list. TESOL Quarterly, 34, 213–238.

    Google Scholar 

  • Crossley, S., Salsbury, T., & McNamara, D. (2010). The development of polysemy and frequency use in English second language speakers. Language Learning, 60, 573–605.

    Google Scholar 

  • Cunningham, A. E., & Stanovich, K. E. (1997). Early reading acquisition and its relation to reading experience and ability 10 years later. Developmental Psychology, 33, 934–945.

    Google Scholar 

  • Eddington, C. M., & Tokowicz, N. (2015). How meaning similarity influences ambiguous word processing: The current state of the literature. Psychonomic Bulletin & Review, 22(1), 13–37.

    Google Scholar 

  • Falkum, I. L., & Vicente, A. (2015). Polysemy: Current perspectives and approaches. Lingua, 157, 1–16.

    Google Scholar 

  • Foraker, S., & Murphy, G. L. (2012). Polysemy in sentence comprehension: Effects of meaning dominance. Journal of Memory and Language, 67, 407–425.

    Google Scholar 

  • Frazier, L., & Rayner, K. (1990). Taking on semantic commitments: Processing multiple meanings vs. multiple senses. Journal of Memory and Language, 29, 181–200.

    Google Scholar 

  • Frisson, S. (2009). Semantic underspecification in language processing. Language and linguistics compass, 3, 111–127.

    Google Scholar 

  • Frisson, S. (2015). About bound and scary books: The processing of book polysemies. Lingua, 157, 17–35.

    Google Scholar 

  • Gilhooly, K. J., & Logie, R. H. (1980). Age-of-acquisition, imagery, concreteness, familiarity, and ambiguity measures for 1,944 words. Behavior research methods & instrumentation, 12, 395–427.

    Google Scholar 

  • Graves, M. F. (1980). Skill with polysemous words: A measurement of the depth of children’s word knowledge. Paper presented at the Annual Meeting of the National Reading Conference. December 1980. San Diego.

  • Hayes, D. P., & Ahrens, M. G. (1988). Vocabulary simplification for children: A special case of ‘motherese’?. Journal of Child Language, 15, 395–410.

    Google Scholar 

  • Jenkins, J. R., Stein, M. L., & Wysocki, K. (1984). Learning vocabulary through reading. American Educational Research Journal, 2, 767–787.

    Google Scholar 

  • Johnson, D. D., Moe, A. J., & Baumann, J. F. (1983). The Ginn word book for teachers, a basic lexicon: A reference tool for classroom teachers. Boston: Ginn.

    Google Scholar 

  • Klein, D. E., & Murphy, G. L. (2001). The representation of polysemous words. Journal of Memory and Language, 45, 259–282.

    Google Scholar 

  • Kieffer, M. J., & Lesaux, N. K. (2012). Knowledge of words, knowledge about words: Dimensions of vocabulary in first and second language learners in sixth grade. Reading and Writing, 25(2), 347–373.

    Google Scholar 

  • Klepousniotou, E. (2002). The processing of lexical ambiguity: Homonymy and polysemy in the mental lexicon. Brain and Language, 81, 205–223.

    Google Scholar 

  • Lesaux, N. K., Kieffer, M. J., Faller, S. E., & Kelley, J. G. (2010). The effectiveness and ease of implementation of an academic vocabulary intervention for linguistically diverse students in urban middle schools. Reading Research Quarterly, 45(2), 196–228.

    Google Scholar 

  • Logan, J. K., & Kieffer, M. J. (2017). Evaluating the role of polysemous word knowledge in reading comprehension among bilingual adolescents. Reading and Writing, 30(8), 1687–1704.

    Google Scholar 

  • MacGinitie, W. H. (2002). Gates-MacGinitie reading tests. Itasca: Riverside.

    Google Scholar 

  • Maguire, M. J., Hirsh-Pasek, K., & Golinkoff, R. M. (2006). A unified theory of word learning: Putting verb acquisition in context. In K. Hirsh-Pasek & R. M. Golinkoff (Eds.), Action meets word: How children learn verbs. Oxford: Oxford University Press.

    Google Scholar 

  • Mason, J. M., Knisely, E., & Kendall, J. R. (1978). Effects of polysemous words on sentence comprehension. Center for the Study of Reading. Technical Report, No. 85. University of Illinois at Urbana-Champaign.

  • Nagy, W. E., & Anderson, R. C. (1982). The number of words in printed school English. Center for the Study of Reading. Technical Report, No. 253. University of Illinois at Urbana-Champaign.

  • Nagy, W. E., Herman, P. A., & Anderson, R. C. (1985). Learning words from context. Reading Research Quarterly, 20, 233–253.

    Google Scholar 

  • Nagy, W., & Townsend, D. (2012). Words as tools: Learning academic vocabulary as language acquisition. Reading Research Quarterly, 47, 91–108.

    Google Scholar 

  • National Center for Educational Statistics. (2016). Retrieved October 5, 2016 from: https://nces.ed.gov/programs/digest/d15/tables/dt15_204.20.asp.

  • New York City Department of Education. (2016). Department of English Language Learners and Student Support. School Year 2013–2014 Demographic Report. Retrieved October 5, 2016 from: http://schools.nyc.gov/NR/rdonlyres/FC0B4035-00DF-4318A1F76EF23C15B7F6/0/20132014DemographicReportFinalWINTER2015.pdf.

  • Nippold, M. A. (2000). Language development during the adolescent years: Aspects of pragmatics, syntax, and semantics. Topics in Language Disorders, 20, 15–28.

    Google Scholar 

  • Nippold, M. A., & Allen, M. M. (1998). Word knowledge and the development of proverb understanding in youth. Paper presented at the Annual Convention of the American Speech-Language-Hearing Association, San Antonio, TX.

  • Nippold, M. A., Hegel, S. L., Uhden, L. D., & Bustamante, S. (1998). Development of proverb comprehension in adolescents: Implications for instruction. Journal of Children’s Communication Development, 19, 49–55.

    Google Scholar 

  • Ouellette, G. P. (2006). What’s meaning got to do with it: The role of vocabulary in word reading and reading comprehension. Journal of Educational Psychology, 98, 554–566.

    Google Scholar 

  • Pearson, P. D., Hiebert, E. H., & Kamil, M. L. (2007). Vocabulary assessment: What we know and what we need to learn. Reading Research Quarterly, 42, 282–296.

    Google Scholar 

  • Perfetti, C. A., & Hart, L. (2002). The lexical quality hypothesis. Precursors of functional literacy, 11, 67–86.

    Google Scholar 

  • Proctor, C. P., Silverman, R. D., Harring, J. R., & Montecillo, C. (2011). The role of vocabulary depth in predicting reading comprehension among English monolingual and Spanish-English bilingual children in elementary school. Reading and Writing, 25, 1635–1664.

    Google Scholar 

  • Proctor, C. P., Uccelli, P., Dalton, B., & Snow, C. E. (2009). Understanding depth of vocabulary online with bilingual and monolingual children. Reading & Writing Quarterly, 25, 311–333.

    Google Scholar 

  • Qian, D. D. (1999). Assessing the roles of depth and breadth of vocabulary knowledge in reading comprehension. Canadian Modern Language Review/La revue canadienne des langues vivantes, 56, 282–308.

    Google Scholar 

  • Qian, D. D. (2002). Investigating the relationship between vocabulary knowledge and academic reading performance: An assessment perspective. Language Learning, 52, 513–536.

    Google Scholar 

  • Qian, D. D., & Schedl, M. (2004). Evaluation of an in-depth vocabulary knowledge measure for assessing reading performance. Language Testing, 2, 28–52.

    Google Scholar 

  • RAND Reading Study Group (RRSG). (2002). Reading for understanding toward a R & D program in reading comprehension. Santa Monica: RAND.

    Google Scholar 

  • Read, J. (1993). The development of a new measure of L2 vocabulary knowledge. Language Testing, 10, 355–371.

    Google Scholar 

  • Snow, C. E. (2010). Academic language and the challenge of reading for learning about science. Science, 328, 450–452.

    Google Scholar 

  • Snow, C. E., Uccelli, P., Olson, D. R., & Torrance, N. (2009). The challenge of academic language. In D. R. Olson & N. Torrance (Eds.), The Cambridge handbook of literacy (pp. 112–133). Cambridge: Cambridge University Press.

    Google Scholar 

  • Stahl, S. A., & Nagy, W. E. (2006). Teaching word meanings. Malwah: Erlbaum.

    Google Scholar 

  • Stanovich, K. (1986). Matthew effects in reading: some consequences of individual differences in the acquisition of literacy. Reading Research Quarterly, 21, 360–407.

    Google Scholar 

  • Thorndike, E. L. (1917). Reading as reasoning: A study of mistakes in paragraph meaning. Journal of Educational Psychology, 8, 323–332.

    Google Scholar 

  • Verspoor, M., & Lowie, W. (2003). Making sense of polysemous words. Language Learning, 53, 547–586.

    Google Scholar 

  • Wilson, D., & Sperber, D. (2004). Relevance theory. In L. Horn & G. Ward (Eds.), The Handbook of Pragmatics (pp. 607–632). Oxford: Blackwell.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to J. Kenneth Logan.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

Polysemous word test

Directions for individual administration: Please read aloud the entire test (i.e., the instructions, examples, test questions, and answer options). Read at a comfortable pace, keeping an eye on the student to make sure that he or she is not falling behind or working ahead.

Instructions

The meaning of a word often changes slightly depending on the way it is used in a sentence. In the following activity, you will be asked to read a sentence that contains a bold word. Choose the word or phrase that best explains the meaning of the bold word as it is being used in that sentence. The sentences and answer choices will be read out loud, and you will read them quietly to yourself. For example:

Example A.

I scratched my head in confusion.

  1. a.

    cabbage

  2. b.

    sneaker

  3. c.

    part of the body

  4. d.

    leader of a group

  5. e.

    to go somewhere

In this case, the best answer is (c) part of the body. But look at the next example:

Example B.

The general is the head of the army.

  1. a.

    cabbage

  2. b.

    sneaker

  3. c.

    part of the body

  4. d.

    leader of a group

  5. e.

    to go somewhere

The word in bold is still head, but the sentence has changed. This time, the best answer is (d) leader of a group.

Here are two more examples:

Example C.

Raphael jumped on the bed.

  1. a.

    started a car with battery cables

  2. b.

    bounced

  3. c.

    captured a piece in checkers

  4. d.

    moved quickly to something else

  5. e.

    attacked

In this case, the best answer is (b) bounced. But look at the next example:

Example D.

Raphael jumped to the next paragraph.

  1. a.

    started a car with battery cables

  2. b.

    bounced

  3. c.

    captured a piece in checkers

  4. d.

    moved quickly to something else

  5. e.

    attacked

The word in bold is still jumped, but the sentence has changed. This time, the best answer is (d) moved quickly to something else.

Please turn to the activity. Remember, choose the word or phrase that best explains the meaning of the bold word as it is being used in that sentence.

___________________________

  1. 1.

    The brutal storm destroyed the old wooden structure.

    1. a.

      part

    2. b.

      length

    3. c.

      introduction

    4. d.

      building

    5. e.

      organization

  2. 2.

    The weight of his evidence changed my decision.

    1. a.

      heaviness

    2. b.

      metal

    3. c.

      power

    4. d.

      fragrance

    5. e.

      absence

  3. 3.

    That chapter of the crime novel was frightening.

    1. a.

      time

    2. b.

      section

    3. c.

      branch

    4. d.

      cover

    5. e.

      description

  4. 4.

    Her flexible nature made her easy to like.

    1. a.

      not physically stiff

    2. b.

      thin

    3. c.

      not stubborn

    4. d.

      funny

    5. e.

      smart

  5. 5.

    He strikes the baseball high into the treetops.

    1. a.

      hits

    2. b.

      walks out

    3. c.

      taps

    4. d.

      comes across to

    5. e.

      goes away from

  6. 6.

    His description provides a picture of the plan.

    1. a.

      film

    2. b.

      statue

    3. c.

      concept

    4. d.

      image

    5. e.

      substitute

  7. 7.

    The puppy followed the children through the forest.

    1. a.

      watched

    2. b.

      led

    3. c.

      walked behind

    4. d.

      understood

    5. e.

      disagreed with

  8. 8.

    This poem’s final image carries lots of anger.

    1. a.

      drops off

    2. b.

      avoids

    3. c.

      holds and moves

    4. d.

      expresses

    5. e.

      orders and accepts

  9. 9.

    The light sweater kept me warm and comfortable.

    1. a.

      gentle

    2. b.

      heavy

    3. c.

      surprising

    4. d.

      bright

    5. e.

      thin

  10. 10.

    Her comment points to mistakes in his reasoning.

    1. a.

      uses a finger to direct attention

    2. b.

      scores

    3. c.

      indicates

    4. d.

      uses a hand to say stop

    5. e.

      brings corrections

  11. 11.

    The students color on the paper with crayons.

    1. a.

      reflect

    2. b.

      add blue, red, yellow, etc.

    3. c.

      influence

    4. d.

      count one, two, three, etc.

    5. e.

      confirm

  12. 12.

    The book’s exciting plot took another sharp turn.

    1. a.

      long break

    2. b.

      change in direction

    3. c.

      steep drop

    4. d.

      surprising event

    5. e.

      chance

  13. 13.

    My younger sister runs faster than our brother.

    1. a.

      drives

    2. b.

      ends

    3. c.

      owns

    4. d.

      sprints

    5. e.

      continues

  14. 14.

    My essay expands on what we discussed earlier.

    1. a.

      develops

    2. b.

      looks

    3. c.

      casts doubts

    4. d.

      spreads

    5. e.

      rises

  15. 15.

    I used a yellow marker to highlight sentences.

    1. a.

      verbally call attention to

    2. b.

      verbally question

    3. c.

      show the game’s best plays

    4. d.

      physically mark in color

    5. e.

      physically erase

  16. 16.

    We listened as her arguments went in circles.

    1. a.

      small groups

    2. b.

      wide loops

    3. c.

      bright skies

    4. d.

      illogical directions

    5. e.

      whispers

  17. 17.

    She found her favorite coffee at the market.

    1. a.

      discovered by chance

    2. b.

      claimed

    3. c.

      put down

    4. d.

      made

    5. e.

      scientifically observed

  18. 18.

    He opened his essay with a funny story.

    1. a.

      installed

    2. b.

      unfolded

    3. c.

      unlocked

    4. d.

      began

    5. e.

      compared

  19. 19.

    The woman changed her position on the sofa.

    1. a.

      job

    2. b.

      way of speaking

    3. c.

      memory

    4. d.

      way of sitting

    5. e.

      point of view

  20. 20.

    The chart demonstrated her deep knowledge of stars.

    1. a.

      marched

    2. b.

      wondered

    3. c.

      showed

    4. d.

      pretended

    5. e.

      proved

  21. 21.

    The oranges increased the weight of his backpack.

    1. a.

      heaviness

    2. b.

      metal

    3. c.

      power

    4. d.

      fragrance

    5. e.

      absence

  22. 22.

    The character’s cold words show she is unhappy.

    1. a.

      useless

    2. b.

      mumbled

    3. c.

      unpracticed

    4. d.

      freezing

    5. e.

      unfriendly

  23. 23.

    The dancers stretched to keep their bodies flexible.

    1. a.

      not physically stiff

    2. b.

      thin

    3. c.

      not stubborn

    4. d.

      funny

    5. e.

      smart

  24. 24.

    He revised the structure of the whole argument.

    1. a.

      part

    2. b.

      length

    3. c.

      introduction

    4. d.

      building

    5. e.

      organization

  25. 25.

    He paints a beautiful picture of the mountain.

    1. a.

      film

    2. b.

      statue

    3. c.

      concept

    4. d.

      image

    5. e.

      substitute

  26. 26.

    That chapter of our mother’s life was frightening.

    1. a.

      time

    2. b.

      section

    3. c.

      branch

    4. d.

      cover

    5. e.

      description

  27. 27.

    The little boy carries lots of groceries home.

    1. a.

      drops off

    2. b.

      avoids

    3. c.

      holds and moves

    4. d.

      expresses

    5. e.

      orders and accepts

  28. 28.

    Your idea strikes me as an intelligent one.

    1. a.

      hits

    2. b.

      walks out

    3. c.

      taps

    4. d.

      comes across to

    5. e.

      goes away from

  29. 29.

    The woman points at her old apartment building.

    1. a.

      uses a finger to direct attention

    2. b.

      scores

    3. c.

      indicates

    4. d.

      uses a hand to say stop

    5. e.

      brings corrections

  30. 30.

    I followed the author’s argument through the book.

    1. a.

      watched

    2. b.

      led

    3. c.

      walked behind

    4. d.

      understood

    5. e.

      disagreed with

  31. 31.

    The dangerous mountain road took a sudden turn.

    1. a.

      long break

    2. b.

      change in direction

    3. c.

      steep drop

    4. d.

      surprising event

    5. e.

      chance

  32. 32.

    The dialogue contains a light touch of humor.

    1. a.

      gentle

    2. b.

      heavy

    3. c.

      surprising

    4. d.

      bright

    5. e.

      thin

  33. 33.

    The city expands beyond its ancient rock walls.

    1. a.

      develops

    2. b.

      looks

    3. c.

      casts doubts

    4. d.

      spreads

    5. e.

      rises

  34. 34.

    His mean words color my opinion of him.

    1. a.

      reflect

    2. b.

      add blue, red, yellow, etc.

    3. c.

      influence

    4. d.

      count one, two, three, etc.

    5. e.

      confirm

  35. 35.

    We watched the enormous eagle fly in circles.

    1. a.

      small groups

    2. b.

      wide loops

    3. c.

      bright skies

    4. d.

      illogical directions

    5. e.

      whispers

  36. 36.

    One year of the decade runs into another.

    1. a.

      drives

    2. b.

      ends

    3. c.

      owns

    4. d.

      sprints

    5. e.

      continues

  37. 37.

    He opened the heavy door for his grandmother.

    1. a.

      installed

    2. b.

      unfolded

    3. c.

      unlocked

    4. d.

      began

    5. e.

      compared

  38. 38.

    He shouted the words to highlight their importance.

    1. a.

      verbally call attention to

    2. b.

      verbally question

    3. c.

      show the game’s best plays

    4. d.

      physically mark in color

    5. e.

      physically erase

  39. 39.

    My mom demonstrated how to make perfect rice.

    1. a.

      marched

    2. b.

      wondered

    3. c.

      showed

    4. d.

      pretended

    5. e.

      proved

  40. 40.

    She found a connection between walking and health.

    1. a.

      discovered by chance

    2. b.

      claimed

    3. c.

      put down

    4. d.

      made

    5. e.

      scientifically observed

  41. 41.

    My fingers become cold without my warm mittens.

    1. a.

      useless

    2. b.

      mumbled

    3. c.

      unpracticed

    4. d.

      freezing

    5. e.

      unfriendly

  42. 42.

    The woman changed her position in the debate.

    1. a.

      job

    2. b.

      way of speaking

    3. c.

      memory

    4. d.

      way of sitting

    5. e.

      point of view

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Logan, J.K., Kieffer, M.J. Investigating the longitudinal and concurrent relationships between polysemous word knowledge and reading comprehension among Spanish-English bilingual middle school students. Read Writ 34, 301–335 (2021). https://doi.org/10.1007/s11145-020-10071-z

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11145-020-10071-z

Keywords

Navigation