We examined a number-line metaphor presented using interactive multimedia a
s a means of helping students build connections between an arithmetic proce
dure and their existing conceptual knowledge. Elementary school children le
arned to add and subtract signed numbers through a computer-based multimedi
a program over 4 training sessions. Participants received 64 example proble
ms presented only in symbolic form (single-representation [SR] group) or in
symbolic, visual, and verbal forms (multiple-representation [MR] group). I
n Experiment I, compared to the SR group, the MR group (a) showed a larger
pretest-to-posttest gain for high-achieving students but not for low-achiev
ing students, (b) showed a greater gain on difficult problems but not easy
problems, (c) learned faster during training, and (d) showed a greater pret
est-to-posttest reduction in the use of conceptual bugs reflecting conceptu
ally confusion between negative signs and subtraction operators. In Experim
ent 2, high spatial ability students in the MR group outperformed low spati
al ability students on pretest-to-posttest gain. Productive learning with M
Rs is strongest when working memory is not overloaded, so cognitive load an
d MR theories can be reconciled.