Abstract

Approximate number system (ANS) acuity and mathematical ability have been found to be closely associated in recent studies. However, whether and how these two measures are causally related still remain less addressed. There are two hypotheses about the possible causal relationship: ANS acuity influences mathematical performances, or access to math education sharpens ANS acuity. Evidences in support of both hypotheses have been reported, but these two hypotheses have never been tested simultaneously. Therefore, questions still remain whether only one-direction or reciprocal causal relationships existed in the association. In this work, we provided a new evidence on the causal relationship between ANS acuity and arithmetic ability. ANS acuity and mathematical ability of elementary-school students were measured sequentially at three time points within one year, and all possible causal directions were evaluated simultaneously using cross-lagged regression analysis. The results show that ANS acuity influences later arithmetic ability while the reverse causal direction was not supported. Our finding adds a strong evidence to the causal association between ANS acuity and mathematical ability, and also has important implications for educational intervention designed to train ANS acuity and thereby promote mathematical ability.

Highlights

  • Theoretical BackgroundApproximate Number System (ANS) underlies the ability to approximately represent numbers without verbal counting or the involvement of numerical symbols

  • Compared to Time 1 (T1), 18 students dropped out of tests conducted at Time 2 (T2), and compared to T2, another 8 students dropped out of the tests conducted at Time 3 (T3)

  • The analysis shows that the 18 dropouts did not significantly influence the Approximate number system (ANS) acuity data at T1 (t(160) = −0.95, p = 0.343), or arithmetic ability data at T1 (t(160) = −1.55, p = 0.123)

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Summary

Introduction

Theoretical BackgroundApproximate Number System (ANS) underlies the ability to approximately represent numbers without verbal counting or the involvement of numerical symbols. Beyond the ANS, humans have acquired the unique precise symbolic representation system and mathematical abilities through explicit instructions (e.g., Butterworth, 1999; Nieder and Dehaene, 2009). These two number representation systems and the corresponding abilities, i.e., ANS acuity and mathematical ability, have been found to be closely related (see a review by Chen and Li, 2014). Halberda et al (2008) reported that individual differences of ANS acuity of 14-year-old children were retrospectively related to their standardized math scores from kindergarten to sixth grade. Several researches showed that the relationship between ANS acuity and math performance is mediated by inhibitory control (Fuhs and McNeil, 2013) or visual perception (Zhou and Cheng, 2014; Zhou et al, 2015)

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