Abstract
Many students struggle with mathematics, in Norway a pressing concern is the decline in proficiency in high school, and the increased number in need of special education. Assessments of proficiency levels are traditionally done through norm- and criterion-referenced achievement tests, who will rarely detect students struggling or identify effective interventions. In a systematic replication of Lin and Kubina authors examined the relationship between component and composite frequency and accuracy; systematic variations were inclusion of multiple grade levels (5–9), assessing association between composite skills and component skills, and a second screening identifying natural levels and gain. Findings show that component frequency is associated with composite frequency and as such support the findings from Lin and Kubina, and also support the notion that basic skills are prerequisites of more complex skills. Natural level was overall below US students, as was natural gain.
Similar content being viewed by others
Notes
The term “achievement gain” is described by Lipsey et al. 2012-Nov) as “… year-to-year gains for average students nationally describe normative growth on standardized achievement tests that can provide benchmarks for interpreting the practical significance of intervention effects.” (p. 27).
The Lin and Kubina (2005) term “fluency” is actually better described as “frequency”, as fluency in the PT-literature is conceptualized as both speed (frequency) and accuracy, and furthermore; a certain frequency with accuracy only indicates fluency (Binder 1996). Aside from referring to the Lin and Kubina (2005) study, the term frequency will be used throughout the current study.
References
Ardoin, S. P., & Daly, E. J. (2007). Introduction to the special series: Close encounters of the instructional kind—how the instructional hierarchy is shaping instructional research 30 years later. Journal of Behavioral Education, 16, 1–6. https://doi.org/10.1007/s10864-006-9027-5.
Bergem, O. K., Kaarstein, H., & Nilsen, T. (2016). Vi kan lykkes i realfag. Resultater og analyser fra TIMSS 2015 (We can succed in scientific subjects. Results and analyses from TIMMS 2015). https://www.idunn.no/vi-kan-lykkes-i-realfag
Binder, C. (1996). Behavioral fluency: Evolution of a new paradigm. The Behavior Analyst, 19(2), 163–197.
Carr, M., & Alexeev, N. (2011). Fluency, accuracy, and gender predict developmental trajectories of arithmetic strategies. Journal of Educational Psychology, 103(3), 617–631. https://doi.org/10.1037/a0023864.
Field, A. (2018). Discovering statistics using IBM SPSS Statistics (5th ed.). SAGE.
Grønmo, L. S., Hole, A., & Onstad, T. (2017). Hovedresultater i matematikk i TIMSS Advanced, TIMSS og PISA [Main results in mathematics in TIMSS Adcanced, TIMSS and PISA]. In L. S. Grønmo & A. Hole (Eds.), Prioritering og progresjon i skolematematikken. En nøkkel til å lykkes i realfag. Analyser av TIMSS Advanced og andre internasjonale studier. Cappelen Damm Akademisk/NOASP. https://www.uv.uio.no/ils/forskning/prosjekt-sider/timss-norge/timss-advanced/trykk-timss_matematikk_2017.pdf
Grønmo, L. S., Onstad, T., Nilsen, T., Hole, A., Aslaksen, H., & Borge, I. C. (2012). Framgang, men langt fram. Norske elevers prestasjoner i matematikk og naturfag i TIMSS 2011 [Progress, but still a long way to go. Norwegian students' 2011 TIMSS performance in mathematics and science]. Akademika. http://www.timss.no/timss_2011_web.pdf
Hanushek, E. A., & Kimko, D. D. (2000). Schooling, labor-force quality, and the growth of nations. American Economic Review, 90(5), 1184–1208.
Hattie, J. (2009). Visible learning. A synthesis of over 800 meta-analyses relating to achievement. Routledge: Taylor and Francis.
Haughton, E. (1972). Aims-Growing and Sharing Let's try doing something else kind of thing: Behavioral principles and the exceptional child. A report from the Invisible College conference on application of behavioral principles in exceptional child education, March, 1971, Arlington, VA. http://binde1.verio.com/wb_fluency.org/Publications/Haughton1972.pdf
Jensen, F., Pettersen, A., Frønes, T. S., Kjærnsli, M., Rohatgi, A., Eriksen, A., & Narvhus, E. K. (2019). PISA 2018. Norske elevers kompetanse i lesing, matematikk og naturfag [PISA 2018. Norwegian students’ competence in reading, mathematics and natural science]. Universitetsforlaget. https://www.udir.no/contentassets/2a429fb8627c4615883bf9d884ebf16d/kortrapport-pisa-2018.pdf
Johnson, K., & Street, E. M. (2013). Response to intervention and precision teaching. Creating synergi in the classroom. New York: The Guilford Press.
Kjærnsli, M., & Jensen, F. (2016). Stø kurs. Norske elevers kompetanse i naturfag, matematikk og lesing i PISA 2015 [Steady state. Norwegian students’ competencies in natural science, mathematics and reading in PISA 2015]. Universitetsforlaget. https://doi.org/10.18261/9788215027463-2016
Kjærnsli, M., & Olsen, R. V. (2013). Fortsatt en vei å gå. Norske elevers kompetanse i matematikk, naturfag og lesing i PISA 2012 [Still a way to go. Norwegian Students’ proficiency in Reading, Mathematics and Science Literacy in the PISA Assessment 2012]. Universitetsforlaget. https://www.udir.no/contentassets/3e4ad9c2815341b7bc569fc0ea069d4a/pisa-2012-norske-resultater.pdf
Kubina, R. M., Kostewicz, D. E., & Lin, F.-Y. (2009). The taxonomy of learning and behavioral fluency. Journal of Precision Teaching and Celeration, 25, 17–27.
Kubina, R. M., & Yurich, K. K. L. (2012). The precision teaching book. Pittsburgh: Greatness Achieved Publishing Company.
Kunnskapsdepartementet. (n.d.-a). Kunnskapsløftet [The Knowledge Promotion]. Utdann. Retrieved 05.05 from http://www.regjeringen.no/en/dep/kd/Selected-topics/compulsory-education/Knowledge-Promotion.html?id=1411
Kunnskapsdepartementet. (n.d.-b). Realfagstrategi - Tett på realfag [The science studies strategy – close to science studies]. Retrieved 12.06 from https://www.regjeringen.no/no/dokumenter/tett-pa-realfag/id2435042/
Lin, F.-Y., & Kubina, R. M. (2005). A preliminary investigation of the relationship between fluency and application for multiplication. Journal of Behavioral Education, 14, 73–87. https://doi.org/10.1007/s10864-005-2703-z.
Lin, F.-Y., Kubina, R. M., & Shimamune, S. (2010). Examining application relationships: Differences in mathematical elements and compound performance between American, Japanese, and Taiwanese students. International Journal of Applied Educational Studies, 9, 19–32.
Lipsey, M. W., Puzio, K., Yun, C., Hebert, M. A., Steinka-Fry, K., Cole, M. W., Roberts, M., Anthony, K. S., & Busick, M. D. (2012). Translating the statistical representation of the effects of education interventions into more readily interpretable forms (ERIC Number: ED537446). Institute of Education Sciences, National Center for Special Education Research. https://ies.ed.gov/ncser/pubs/20133000/pdf/20133000.pdf
Martens, B. K., & Eckert, T. L. (2007). The instructional hierarchy as a model of stimulus control over student and teacher behavior: We’re close but are we close enough? Journal of Behavioral Education, 16, 82–90. https://doi.org/10.1007/s10864-006-9026-6.
Mellott, J. A., & Ardoin, S. P. (2019). Using brief experimental analysis to identify the right math intervention at the right time. Journal of Behavioral Education. https://doi.org/10.1007/s10864-019-09324-x.
Mullis, I. V. S., Martin, M. O., Foy, P., & Arora, A. (2012). TIMSS 2011 international results in mathematics. USA: MSS and PIRLS International Study Center, Lynch School of Education, Boston College.
Nese, J. F. T., Lai, C.-F., & Anderson, D. (2013). A primer on longitudinal data anlysis in education (Technical Report # 1320). https://files.eric.ed.gov/fulltext/ED545257.pdf
Poncy, B. C., Duhon, G., Lee, S., & Key, A. (2010). Evaluation of techniques to promote generalization with basic math fact skills. Journal of Behavioral Education, 19(1), 76–92. https://doi.org/10.1007/s10864-010-9101-x.
Poncy, B. C., McCallum, E., & Schmitt, A. J. (2010). A comparison of behavioral and constructivist interventions for increasing math-fact fluency in a second-grade classroom. Psychology in the Schools, 47, 917–930. https://doi.org/10.1002/pits.20514.
Shapiro, E. S. (2011). Academic skills problems: Direct assessment and intervention (4th ed.). New York: The Guilford Press.
Stocker, J. D., Schwartz, R., Kubina, R. M., Kostewicz, D., & Kozloff, M. (2019). Behavioral fluency and mathematics intervention research: A review of the last 20 years. Behavioral Interventions, 34, 102–117. https://doi.org/10.1002/bin.1649.
Utdanningsdirektoratet. (13.01.2020). Kartleggingsprøver [Mapping tests]. https://www.udir.no/eksamen-og-prover/prover/kartlegging-gs/#datoer-for-provene
Utdanningsdirektoratet. (n.d-a). Nasjonale prøver [National tests]. https://www.udir.no/eksamen-og-prover/prover/nasjonale-prover/
Utdanningsdirektoratet. (n.d-b). Utdanningsspeilet 2018 [The Education Mirror 2018]. Retrieved 11.10 from https://www.udir.no/tall-og-forskning/finn-forskning/tema/utdanningsspeilet/utdanningsspeilet-for-barnehage-og-skole/#fakta-om-grunnskolen
Utdanningsdirektoratet. (n.d.-a). Finn, analyser og bruk resultatene fra nasjonale prøver [Find, analyze and use the fresults from National tests]. https://www.udir.no/eksamen-og-prover/prover/nasjonale-prover/finn-analyser-og-bruk-resultatene-fra-nasjonale-prover/
Utdanningsdirektoratet. (n.d.-b). Læreplan i matematikk fellesfag (MAT1–04) [Curriculum in mathematics common subject (MAT1–40)]. https://www.udir.no/kl06/MAT1-04/Hele/Kompetansemaal/kompetansemal-etter-4.-arssteget
Utdanningsdirektoratet. (n.d.-c). Tall fra Grunnskolens informasjonssystem (GSI) 2014/15 [Statistics from the national elementary and secondary school information system (GSI) 204/15]. Retrieved 17.09 from http://www.udir.no/globalassets/upload/statistikk/gsi/grunnskole-gsi-notat-2014-15.pdf
VanDerHeyden, A. M., & Burns, M. K. (2008). September 1, 2008). Examination of the utility of various measures of mathematics proficiency. Assessment for Effective Intervention, 33, 215–224. https://doi.org/10.1177/1534508407313482.
VanDerHeyden, A. M., & Burns, M. K. (2009). Performance indicators in math: Implications for brief experimental analysis of academic performance. Journal of Behavioral Education, 18, 71–91. https://doi.org/10.1007/s10864-009-9081-x.
VanDerHeyden, A. M., & Burns, M. K. (2010). Essentials of response to intervention. USA: Wiley.
Funding
No funding was received.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
No potential conflict of interest was reported by the authors.
Ethical Approval
The study is performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its amendments. No personal data were collected, and the Norwegian Centre for Research Data does not require preapproval for this kind of data.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Berg-Mortensen, C., Tangen, L. & Strømgren, B. Examining the Relationship Between Component and Composite Frequency and Natural Gain in Basic Multiplication: A Systematic Replication of Lin and Kubina. J Behav Educ 31, 823–848 (2022). https://doi.org/10.1007/s10864-020-09423-0
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10864-020-09423-0