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Thomas P. Carpenter, James M. Moser, The Acquisition of Addition and Subtraction Concepts in Grades One through Three, Journal for Research in Mathematics Education, Vol. 15, No. 3 (May, 1984), pp. 179-202
Carpenter et al. (Tue,) studied this question.
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