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  1. The Connection Between Spatial and Mathematical Ability Across Development.Christopher J. Young, Susan C. Levine & Kelly S. Mix - 2018 - Frontiers in Psychology 9:358219.
    In this article, we review approaches to modeling a connection between spatial and mathematical thinking across development. We critically evaluate the strengths and weaknesses of factor analyses, meta-analyses, and experimental literatures. We examine those studies that set out to describe the nature and number of spatial and mathematical skills and specific connections between these abilities, especially those that included children as participants. We also find evidence of strong spatial-mathematical connections and transfer from spatial interventions to mathematical understanding. Finally, we map (...)
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  • The Use of Local and Global Ordering Strategies in Number Line Estimation in Early Childhood.Jaccoline E. Van ’T. Noordende, M. J. M. Volman, Paul P. M. Leseman, Korbinian Moeller, Tanja Dackermann & Evelyn H. Kroesbergen - 2018 - Frontiers in Psychology 9.
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  • Implicit and explicit spatial-numerical representations diverge in number-form synesthetes.Elizabeth Y. Toomarian, Radhika S. Gosavi & Edward M. Hubbard - 2019 - Consciousness and Cognition 75:102806.
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  • Learning Linear Spatial-Numeric Associations Improves Accuracy of Memory for Numbers.Clarissa A. Thompson & John E. Opfer - 2016 - Frontiers in Psychology 7.
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  • Are Books Like Number Lines? Children Spontaneously Encode Spatial-Numeric Relationships in a Novel Spatial Estimation Task.A. Thompson Clarissa, J. Morris Bradley & G. Sidney Pooja - 2017 - Frontiers in Psychology 8.
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  • Developmental Changes in the Effect of Active Left and Right Head Rotation on Random Number Generation.Charlotte Sosson, Carrie Georges, Mathieu Guillaume, Anne-Marie Schuller & Christine Schiltz - 2018 - Frontiers in Psychology 9.
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  • Shared and Unique Risk Factors Underlying Mathematical Disability and Reading and Spelling Disability.Esther M. Slot, Sietske van Viersen, Elise H. de Bree & Evelyn H. Kroesbergen - 2016 - Frontiers in Psychology 7.
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  • Preschool children use space, rather than counting, to infer the numerical magnitude of digits: Evidence for a spatial mapping principle.Francesco Sella, Ilaria Berteletti, Daniela Lucangeli & Marco Zorzi - 2017 - Cognition 158 (C):56-67.
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  • Children's Understanding of the Natural Numbers’ Structure.Jennifer Asmuth, Emily M. Morson & Lance J. Rips - 2018 - Cognitive Science 42 (6):1945-1973.
    When young children attempt to locate numbers along a number line, they show logarithmic (or other compressive) placement. For example, the distance between “5” and “10” is larger than the distance between “75” and “80.” This has often been explained by assuming that children have a logarithmically scaled mental representation of number (e.g., Berteletti, Lucangeli, Piazza, Dehaene, & Zorzi, 2010; Siegler & Opfer, 2003). However, several investigators have questioned this argument (e.g., Barth & Paladino, 2011; Cantlon, Cordes, Libertus, & Brannon, (...)
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  • Modeling the left digit effect in adult number line estimation.Andrea L. Patalano, Kelsey Kayton & Hilary Barth - 2023 - Cognition 230 (C):105257.
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  • How the Abstract Becomes Concrete: Irrational Numbers Are Understood Relative to Natural Numbers and Perfect Squares.Purav Patel & Sashank Varma - 2018 - Cognitive Science 42 (5):1642-1676.
  • Linear Spatial–Numeric Associations Aid Memory for Single Numbers.John Opfer, Dan Kim, Christopher J. Young & Francesca Marciani - 2019 - Frontiers in Psychology 10.
    Memory for numbers improves with age. One source of this improvement may be learning linear spatial-numeric associations, but previous evidence for this hypothesis likely confounded memory span with quality of numerical magnitude representations and failed to distinguish spatial-numeric mappings from other numeric abilities, such as counting or number word-cardinality mapping. To obviate the influence of memory span on numerical memory, we examined 39 3- to 5-year-olds’ ability to recall one spontaneously produced number (1-20) after a delay, and the relation between (...)
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  • Free versus anchored numerical estimation: A unified approach.John E. Opfer, Clarissa A. Thompson & Dan Kim - 2016 - Cognition 149 (C):11-17.
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  • Spatial displacement of numbers on a vertical number line in spatial neglect.Urszula Mihulowicz, Elise Klein, Hans-Christoph Nuerk, Klaus Willmes & Hans-Otto Karnath - 2015 - Frontiers in Human Neuroscience 9.
  • Categories of Large Numbers in Line Estimation.David Landy, Arthur Charlesworth & Erin Ottmar - 2017 - Cognitive Science 41 (2):326-353.
    How do people stretch their understanding of magnitude from the experiential range to the very large quantities and ranges important in science, geopolitics, and mathematics? This paper empirically evaluates how and whether people make use of numerical categories when estimating relative magnitudes of numbers across many orders of magnitude. We hypothesize that people use scale words—thousand, million, billion—to carve the large number line into categories, stretching linear responses across items within each category. If so, discontinuities in position and response time (...)
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  • More linear than log? Non-symbolic number-line estimation in 3- to 5-year-old children.Maciej Haman & Katarzyna Patro - 2022 - Frontiers in Psychology 13.
    The number-line estimation task has become one of the most important methods in numerical cognition research. Originally applied as a direct measure of spatial number representation, it became also informative regarding various other aspects of number processing and associated strategies. However, most of this work and associated conclusions concerns processing numbers in a symbolic format, by school children and older subjects. Symbolic number system is formally taught and trained at school, and its basic mathematical properties can easily be transferred into (...)
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  • Bias and noise in proportion estimation: A mixture psychophysical model.Camilo Gouet, Wei Jin, Daniel Q. Naiman, Marcela Peña & Justin Halberda - 2021 - Cognition 213 (C):104805.
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  • Comparing apples and pears in studies on magnitude estimations.Mirjam Ebersbach, Koen Luwel & Lieven Verschaffel - 2013 - Frontiers in Psychology 4.
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  • Parallel and serial processes in number-to-quantity conversion.Dror Dotan & Stanislas Dehaene - 2020 - Cognition 204 (C):104387.
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  • Response: Commentary: The Developmental Trajectory of the Operational Momentum Effect.Daniele Didino, Pedro Pinheiro-Chagas, Guilherme Wood & André Knops - 2019 - Frontiers in Psychology 10.
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  • Numerical and Non-numerical Predictors of First Graders’ Number-Line Estimation Ability.Richard J. Daker & Ian M. Lyons - 2018 - Frontiers in Psychology 9.
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  • An integration of competing accounts on children’s number line estimation.Tanja Dackermann, Stefan Huber, Julia Bahnmueller, Hans-Christoph Nuerk & Korbinian Moeller - 2015 - Frontiers in Psychology 6.
  • A Mathematical Model of How People Solve Most Variants of the Number‐Line Task.Dale J. Cohen, Daryn Blanc-Goldhammer & Philip T. Quinlan - 2018 - Cognitive Science 42 (8):2621-2647.
    Current understanding of the development of quantity representations is based primarily on performance in the number‐line task. We posit that the data from number‐line tasks reflect the observer's underlying representation of quantity, together with the cognitive strategies and skills required to equate line length and quantity. Here, we specify a unified theory linking the underlying psychological representation of quantity and the associated strategies in four variations of the number‐line task: the production and estimation variations of the bounded and unbounded number‐line (...)
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