The dependence on mathematical theory in TIMSS, PISA and TIMSS Advanced test items and its relation to student achievement
Background This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what extent knowledge of mathematical theory is helpful for the student in solving the item. The framework can be applied to any test in which some kn...
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Published in | Large-scale assessments in education Vol. 6; no. 1; pp. 1 - 17 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
04.05.2018
Springer Springer Nature B.V SpringerOpen |
Subjects | |
Online Access | Get full text |
ISSN | 2196-0739 2196-0739 |
DOI | 10.1186/s40536-018-0055-0 |
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Abstract | Background
This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what extent knowledge of mathematical theory is helpful for the student in solving the item. The framework can be applied to any test in which some knowledge of mathematical theory may be useful, both within mathematics itself and in other subjects. The relevance of the framework is related to the important distinction between language and content in mathematical theory.
Method
We used groups of scorers categorizing test items from TIMSS grade 8, PISA, and TIMSS Advanced. Differences in results across countries and groups of countries are analyzed.
Results
Our results indicate, among other things, that the dependence on mathematical theory in the set of TIMSS Advanced 2015 physics test items is greater than in the set of PISA 2012 mathematics test items. Concerning relations to item difficulty, we find interesting differences in average
p
-values between the sets of item groups defined by our framework concerning participating countries and geographically defined groups of countries.
Conclusions
The results indicate deep differences in mathematics teaching traditions and curricula in different regions of the world. Documenting such differences may help different educational systems learn from each other, and as such is relevant for all forms of educational research. |
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AbstractList | Background: This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what extent knowledge of mathematical theory is helpful for the student in solving the item. The framework can be applied to any test in which some knowledge of mathematical theory may be useful, both within mathematics itself and in other subjects. The relevance of the framework is related to the important distinction between language and content in mathematical theory. Method: We used groups of scorers categorizing test items from TIMSS grade 8, PISA, and TIMSS Advanced. Differences in results across countries and groups of countries are analyzed. Results: Our results indicate, among other things, that the dependence on mathematical theory in the set of TIMSS Advanced 2015 physics test items is greater than in the set of PISA 2012 mathematics test items. Concerning relations to item difficulty, we find interesting differences in average p-values between the sets of item groups defined by our framework concerning participating countries and geographically defined groups of countries. Conclusions: The results indicate deep differences in mathematics teaching traditions and curricula in different regions of the world. Documenting such differences may help different educational systems learn from each other, and as such is relevant for all forms of educational research. Background This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what extent knowledge of mathematical theory is helpful for the student in solving the item. The framework can be applied to any test in which some knowledge of mathematical theory may be useful, both within mathematics itself and in other subjects. The relevance of the framework is related to the important distinction between language and content in mathematical theory. Method We used groups of scorers categorizing test items from TIMSS grade 8, PISA, and TIMSS Advanced. Differences in results across countries and groups of countries are analyzed. Results Our results indicate, among other things, that the dependence on mathematical theory in the set of TIMSS Advanced 2015 physics test items is greater than in the set of PISA 2012 mathematics test items. Concerning relations to item difficulty, we find interesting differences in average p -values between the sets of item groups defined by our framework concerning participating countries and geographically defined groups of countries. Conclusions The results indicate deep differences in mathematics teaching traditions and curricula in different regions of the world. Documenting such differences may help different educational systems learn from each other, and as such is relevant for all forms of educational research. BackgroundThis paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what extent knowledge of mathematical theory is helpful for the student in solving the item. The framework can be applied to any test in which some knowledge of mathematical theory may be useful, both within mathematics itself and in other subjects. The relevance of the framework is related to the important distinction between language and content in mathematical theory.MethodWe used groups of scorers categorizing test items from TIMSS grade 8, PISA, and TIMSS Advanced. Differences in results across countries and groups of countries are analyzed.ResultsOur results indicate, among other things, that the dependence on mathematical theory in the set of TIMSS Advanced 2015 physics test items is greater than in the set of PISA 2012 mathematics test items. Concerning relations to item difficulty, we find interesting differences in average p-values between the sets of item groups defined by our framework concerning participating countries and geographically defined groups of countries.ConclusionsThe results indicate deep differences in mathematics teaching traditions and curricula in different regions of the world. Documenting such differences may help different educational systems learn from each other, and as such is relevant for all forms of educational research. Abstract Background This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what extent knowledge of mathematical theory is helpful for the student in solving the item. The framework can be applied to any test in which some knowledge of mathematical theory may be useful, both within mathematics itself and in other subjects. The relevance of the framework is related to the important distinction between language and content in mathematical theory. Method We used groups of scorers categorizing test items from TIMSS grade 8, PISA, and TIMSS Advanced. Differences in results across countries and groups of countries are analyzed. Results Our results indicate, among other things, that the dependence on mathematical theory in the set of TIMSS Advanced 2015 physics test items is greater than in the set of PISA 2012 mathematics test items. Concerning relations to item difficulty, we find interesting differences in average p-values between the sets of item groups defined by our framework concerning participating countries and geographically defined groups of countries. Conclusions The results indicate deep differences in mathematics teaching traditions and curricula in different regions of the world. Documenting such differences may help different educational systems learn from each other, and as such is relevant for all forms of educational research. |
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Audience | Secondary Education |
Author | Grønmo, Liv Sissel Onstad, Torgeir Hole, Arne |
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References | MartinMOMullisIVSHooperMMethods and procedures in TIMSS Advanced 20152016Chestnut HillTIMSS & PIRLS International Study Center, Boston College MullisIVSMartinMOTIMSS Advanced 2015 Assessment Frameworks2014Chestnut HillTIMSS & PIRLS International Study Center, Lynch School of Education, Boston College OECDPISA 2003 Assessment Framework. Mathematics, Reading, Science and Problem Solving. Knowledge and skills2003ParisOECD Publications Mullis, I. V. S., Martin, M. O., Foy, P., & Arora, A. (2012). TIMSS 2011 International Results in Mathematics. http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html. Accessed 1 Apr 2018. Hole, A., Onstad, T., Grønmo, L. S., Nilsen, T., Nortvedt, G. A., & Braeken, J. (2015). Investigating mathematical theory needed to solve TIMSS and PISA mathematics test items. Paper presented at the 6th IEA International Research Conference, 24–26 June 2015, Cape Town, South Africa. NissMStaceyKTurnerRMathematical competencies and PISAAssessing mathematical literacy2015The PISA ExperienceSpringer GrønmoLSOnstadTThe significance of TIMSS and TIMSS Advanced. Mathematics Education in Norway, Slovenia and Sweden2013OsloAkademika Publishing SfardAOn the dual nature of mathematical conceptions: Reflections on processes and objects as different sides of the same coinEducational Studies in Mathematics199122113610.1007/BF00302715 HershR18 unconventional essays on the nature of mathematics2006New YorkSpringer eBooks Grønmo, L. S., Kjærnsli, M., & Lie, S. (2004). Looking for Cultural and Geographical Factors in Patterns of Responses to TIMSS Items. In: C. Papanastasiou (Ed.), Proceedings of the IRC-2004 TIMSS Conference. Lefkosia: Cyprus University Press. OlsenRVGrønmoLSMejdingJRoeAWhat are the characteristics of the Nordic profile in mathematical literacy?Northern lights on PISA 2003—a reflection from the Nordic Countries2006OsloNordisk Ministerråd Mullis, I. V. S., Martin, M. O., Foy, P., & Hooper, M. (2016a). TIMSS 2015 International Results in Mathematics. http://timssandpirls.bc.edu/timss2015/international-results/. Accessed 1 Apr 2018. NissMAspects of the nature and state of research in mathematics educationEducational Studies in Mathematics199940112410.1023/A:1003715913784 ClementsKBishopAJKeitel-KreidtCKilpatrickJLe Koon-ShingFThird international handbook of mathematics education2013New YorkSpringer NissMLesterFKReflections on the state and trends in research on mathematics teaching and learning: From here to UtopiaSecond Handbook of Research on Mathematics Teaching and Learning2007CharlotteInformation Age Pub Inc PedemonteBHow can the relationship between argumentation and proof be analyzed?Educational Studies in Mathematics2007661234110.1007/s10649-006-9057-x ShoenfieldJRMathematical Logic1967UrbanaAssociation for Symbolic Logic, University of Illinois MullisIVSMartinMOSmithTAGardenRAGregoryKDGonzalezEJO`ConnorKMTIMSS assessment frameworks and specifications 20032003Chestnut HillTIMSS & PIRLS International Study Center, Lynch School of Education, Boston College FriedMNDreyfusTMathematics & mathematics education: Searching for a common ground2014DordrechtSpringer KilpatrickJSwaffordJFindellBAdding it up: Helping children learn mathematics2001Washington, DCNational Academy Press HannaGProof, explanation and exploration: An overviewEducational Studies in Mathematics200044152310.1023/A:1012737223465 SchoenfeldAHThe math warsEducational Policy200418125328710.1177/0895904803260042 Gardiner, A. (2004). What is Mathematical Literacy? Paper presented at the Lecture given at the ICME-10-conference in Copenhagen, Denmark, July, 2004. NilsenTAngellCGrønmoLSMathematical competencies and the role of mathematics in physics education. A trend analysis of TIMSS Advanced 1995 and 2008Acta Didactica Norge2013711121 TallDFriedMNDreyfusTMaking sense of mathematical reasoning and proofMathematics and mathematics education: Searching for a common ground2014DordrechtSpringer22323510.1007/978-94-007-7473-5_13 ErnestPSocial constructivism as a philosophy of mathematics1998AlbanySUNY Press Hole, A., Grønmo, L. S., & Onstad, T. (2017). Measuring the amount of mathematical theory needed to solve test items in TIMSS Advanced mathematics and physics. Paper presented at the 7th IEA international research conference, 28–30 June 2017, Prague, Czech Republic. FleissJLCohenJEverittBLarge sample standard errors of kappa and weighted kappaPsychological Bulletin196972532332710.1037/h0028106 NissMJensenTHKompetencer og matematiklæring. Ideer og inspiration til udvikling af matematikundervisning i Danmark. [Competencies and the learning of mathematics. Ideas and inspiration for the development of mathematics education in Denmark]2002CopenhagenUndervisningsministeriet(Danish) OECDPISA 2012 Assessment and analytical framework: Mathematics, reading, science, problem solving and financial literacy2013ParisOECD Publishing10.1787/9789264190511-en LieSAngellCRohatgiAInterpreting the Norwegian and Swedish trend data for physics in the TIMSS Advanced StudyNordic Studies in Education201232177195 EnglishLDBussiMGBHandbook of international research in mathematics education2008PhiladelphiaLawrence Erlbaum Assoc Inc Mullis, I. V. S., Martin, M. O., Foy, P., & Hooper, M. (2016b). TIMSS Advanced 2015 International Results in Advanced Mathematics and Physics. http://timssandpirls.bc.edu/timss2015/international-results/advanced/. Accessed 1 Apr 2018. (55_CR15) 2016 G Hanna (55_CR9) 2000; 44 T Nilsen (55_CR21) 2013; 7 55_CR7 55_CR6 OECD (55_CR27) 2013 M Niss (55_CR24) 2015 A Sfard (55_CR31) 1991; 22 M Niss (55_CR22) 1999; 40 M Niss (55_CR25) 2002 IVS Mullis (55_CR20) 2003 OECD (55_CR26) 2003 55_CR18 S Lie (55_CR14) 2012; 32 55_CR17 LD English (55_CR2) 2008 55_CR19 (55_CR1) 2013 (55_CR10) 2006 RV Olsen (55_CR28) 2006 AH Schoenfeld (55_CR30) 2004; 18 (55_CR16) 2014 M Niss (55_CR23) 2007 D Tall (55_CR33) 2014 B Pedemonte (55_CR29) 2007; 66 J Kilpatrick (55_CR13) 2001 JL Fleiss (55_CR4) 1969; 72 (55_CR5) 2014 (55_CR8) 2013 P Ernest (55_CR3) 1998 55_CR12 55_CR11 JR Shoenfield (55_CR32) 1967 |
References_xml | – reference: NissMStaceyKTurnerRMathematical competencies and PISAAssessing mathematical literacy2015The PISA ExperienceSpringer – reference: NissMAspects of the nature and state of research in mathematics educationEducational Studies in Mathematics199940112410.1023/A:1003715913784 – reference: OECDPISA 2003 Assessment Framework. Mathematics, Reading, Science and Problem Solving. Knowledge and skills2003ParisOECD Publications – reference: MartinMOMullisIVSHooperMMethods and procedures in TIMSS Advanced 20152016Chestnut HillTIMSS & PIRLS International Study Center, Boston College – reference: KilpatrickJSwaffordJFindellBAdding it up: Helping children learn mathematics2001Washington, DCNational Academy Press – reference: Mullis, I. V. S., Martin, M. O., Foy, P., & Hooper, M. (2016b). TIMSS Advanced 2015 International Results in Advanced Mathematics and Physics. http://timssandpirls.bc.edu/timss2015/international-results/advanced/. Accessed 1 Apr 2018. – reference: MullisIVSMartinMOTIMSS Advanced 2015 Assessment Frameworks2014Chestnut HillTIMSS & PIRLS International Study Center, Lynch School of Education, Boston College – reference: GrønmoLSOnstadTThe significance of TIMSS and TIMSS Advanced. Mathematics Education in Norway, Slovenia and Sweden2013OsloAkademika Publishing – reference: HershR18 unconventional essays on the nature of mathematics2006New YorkSpringer eBooks – reference: ShoenfieldJRMathematical Logic1967UrbanaAssociation for Symbolic Logic, University of Illinois – reference: OECDPISA 2012 Assessment and analytical framework: Mathematics, reading, science, problem solving and financial literacy2013ParisOECD Publishing10.1787/9789264190511-en – reference: Mullis, I. V. S., Martin, M. O., Foy, P., & Arora, A. (2012). TIMSS 2011 International Results in Mathematics. http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html. Accessed 1 Apr 2018. – reference: Mullis, I. V. S., Martin, M. O., Foy, P., & Hooper, M. (2016a). TIMSS 2015 International Results in Mathematics. http://timssandpirls.bc.edu/timss2015/international-results/. Accessed 1 Apr 2018. – reference: ClementsKBishopAJKeitel-KreidtCKilpatrickJLe Koon-ShingFThird international handbook of mathematics education2013New YorkSpringer – reference: Hole, A., Grønmo, L. S., & Onstad, T. (2017). Measuring the amount of mathematical theory needed to solve test items in TIMSS Advanced mathematics and physics. Paper presented at the 7th IEA international research conference, 28–30 June 2017, Prague, Czech Republic. – reference: LieSAngellCRohatgiAInterpreting the Norwegian and Swedish trend data for physics in the TIMSS Advanced StudyNordic Studies in Education201232177195 – reference: SchoenfeldAHThe math warsEducational Policy200418125328710.1177/0895904803260042 – reference: HannaGProof, explanation and exploration: An overviewEducational Studies in Mathematics200044152310.1023/A:1012737223465 – reference: EnglishLDBussiMGBHandbook of international research in mathematics education2008PhiladelphiaLawrence Erlbaum Assoc Inc – reference: Grønmo, L. S., Kjærnsli, M., & Lie, S. (2004). Looking for Cultural and Geographical Factors in Patterns of Responses to TIMSS Items. In: C. Papanastasiou (Ed.), Proceedings of the IRC-2004 TIMSS Conference. Lefkosia: Cyprus University Press. – reference: NilsenTAngellCGrønmoLSMathematical competencies and the role of mathematics in physics education. A trend analysis of TIMSS Advanced 1995 and 2008Acta Didactica Norge2013711121 – reference: TallDFriedMNDreyfusTMaking sense of mathematical reasoning and proofMathematics and mathematics education: Searching for a common ground2014DordrechtSpringer22323510.1007/978-94-007-7473-5_13 – reference: Hole, A., Onstad, T., Grønmo, L. S., Nilsen, T., Nortvedt, G. A., & Braeken, J. (2015). Investigating mathematical theory needed to solve TIMSS and PISA mathematics test items. Paper presented at the 6th IEA International Research Conference, 24–26 June 2015, Cape Town, South Africa. – reference: FleissJLCohenJEverittBLarge sample standard errors of kappa and weighted kappaPsychological Bulletin196972532332710.1037/h0028106 – reference: ErnestPSocial constructivism as a philosophy of mathematics1998AlbanySUNY Press – reference: Gardiner, A. (2004). What is Mathematical Literacy? Paper presented at the Lecture given at the ICME-10-conference in Copenhagen, Denmark, July, 2004. – reference: SfardAOn the dual nature of mathematical conceptions: Reflections on processes and objects as different sides of the same coinEducational Studies in Mathematics199122113610.1007/BF00302715 – reference: NissMJensenTHKompetencer og matematiklæring. Ideer og inspiration til udvikling af matematikundervisning i Danmark. [Competencies and the learning of mathematics. Ideas and inspiration for the development of mathematics education in Denmark]2002CopenhagenUndervisningsministeriet(Danish) – reference: OlsenRVGrønmoLSMejdingJRoeAWhat are the characteristics of the Nordic profile in mathematical literacy?Northern lights on PISA 2003—a reflection from the Nordic Countries2006OsloNordisk Ministerråd – reference: FriedMNDreyfusTMathematics & mathematics education: Searching for a common ground2014DordrechtSpringer – reference: MullisIVSMartinMOSmithTAGardenRAGregoryKDGonzalezEJO`ConnorKMTIMSS assessment frameworks and specifications 20032003Chestnut HillTIMSS & PIRLS International Study Center, Lynch School of Education, Boston College – reference: NissMLesterFKReflections on the state and trends in research on mathematics teaching and learning: From here to UtopiaSecond Handbook of Research on Mathematics Teaching and Learning2007CharlotteInformation Age Pub Inc – reference: PedemonteBHow can the relationship between argumentation and proof be analyzed?Educational Studies in Mathematics2007661234110.1007/s10649-006-9057-x – volume-title: Methods and procedures in TIMSS Advanced 2015 year: 2016 ident: 55_CR15 – volume: 72 start-page: 323 issue: 5 year: 1969 ident: 55_CR4 publication-title: Psychological Bulletin doi: 10.1037/h0028106 – ident: 55_CR6 – start-page: 223 volume-title: Mathematics and mathematics education: Searching for a common ground year: 2014 ident: 55_CR33 doi: 10.1007/978-94-007-7473-5_13 – volume-title: Second Handbook of Research on Mathematics Teaching and Learning year: 2007 ident: 55_CR23 – ident: 55_CR12 – volume-title: The significance of TIMSS and TIMSS Advanced. Mathematics Education in Norway, Slovenia and Sweden year: 2013 ident: 55_CR8 – volume: 66 start-page: 23 issue: 1 year: 2007 ident: 55_CR29 publication-title: Educational Studies in Mathematics doi: 10.1007/s10649-006-9057-x – ident: 55_CR18 – ident: 55_CR19 – volume-title: 18 unconventional essays on the nature of mathematics year: 2006 ident: 55_CR10 – volume: 44 start-page: 5 issue: 1 year: 2000 ident: 55_CR9 publication-title: Educational Studies in Mathematics doi: 10.1023/A:1012737223465 – volume-title: TIMSS assessment frameworks and specifications 2003 year: 2003 ident: 55_CR20 – volume-title: PISA 2003 Assessment Framework. Mathematics, Reading, Science and Problem Solving. Knowledge and skills year: 2003 ident: 55_CR26 – volume: 22 start-page: 1 issue: 1 year: 1991 ident: 55_CR31 publication-title: Educational Studies in Mathematics doi: 10.1007/BF00302715 – volume-title: Mathematical Logic year: 1967 ident: 55_CR32 – volume-title: Third international handbook of mathematics education year: 2013 ident: 55_CR1 – volume-title: Adding it up: Helping children learn mathematics year: 2001 ident: 55_CR13 – volume-title: Social constructivism as a philosophy of mathematics year: 1998 ident: 55_CR3 – volume-title: Kompetencer og matematiklæring. Ideer og inspiration til udvikling af matematikundervisning i Danmark. [Competencies and the learning of mathematics. Ideas and inspiration for the development of mathematics education in Denmark] year: 2002 ident: 55_CR25 – volume: 18 start-page: 253 issue: 1 year: 2004 ident: 55_CR30 publication-title: Educational Policy doi: 10.1177/0895904803260042 – ident: 55_CR7 – volume-title: Northern lights on PISA 2003—a reflection from the Nordic Countries year: 2006 ident: 55_CR28 – volume-title: PISA 2012 Assessment and analytical framework: Mathematics, reading, science, problem solving and financial literacy year: 2013 ident: 55_CR27 doi: 10.1787/9789264190511-en – ident: 55_CR11 – volume: 40 start-page: 1 issue: 1 year: 1999 ident: 55_CR22 publication-title: Educational Studies in Mathematics doi: 10.1023/A:1003715913784 – volume-title: TIMSS Advanced 2015 Assessment Frameworks year: 2014 ident: 55_CR16 – ident: 55_CR17 – volume-title: Mathematics & mathematics education: Searching for a common ground year: 2014 ident: 55_CR5 – volume-title: Assessing mathematical literacy year: 2015 ident: 55_CR24 – volume: 32 start-page: 177 year: 2012 ident: 55_CR14 publication-title: Nordic Studies in Education doi: 10.18261/ISSN1891-5949-2012-03-04-02 – volume: 7 start-page: 1 issue: 11 year: 2013 ident: 55_CR21 publication-title: Acta Didactica Norge – volume-title: Handbook of international research in mathematics education year: 2008 ident: 55_CR2 |
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This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what... Background: This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what... BackgroundThis paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to what... Abstract Background This paper discusses a framework for analyzing the dependence on mathematical theory in test items, that is, a framework for discussing to... |
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SubjectTerms | Achievement Tests Assessment Differences Difficulty Level Education Educational Policy and Politics Educational Research Elementary Secondary Education Foreign Countries Grade 8 Humanities International Assessment Item categorization Item Response Theory Large-scale assessments Law Mathematical competencies Mathematical theory Mathematics Mathematics Achievement Mathematics Education Mathematics Instruction Mathematics Tests Physics education Regional Characteristics Science Achievement Science Tests Secondary School Students Statistics for Social Sciences Test Items Testing and Evaluation Theories |
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Title | The dependence on mathematical theory in TIMSS, PISA and TIMSS Advanced test items and its relation to student achievement |
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