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126 T. Ishikawa, D.R. Montello / Cognitive Psychology 52 (2006) 93–129<br />

make navigational decisions, such as Wnd<strong>in</strong>g a new route <strong>in</strong> <strong>the</strong> study area. Of course,<br />

participants could be given monetary rewards for correct performance.<br />

A Wnal issue concerns <strong>the</strong> mode by which one <strong>experience</strong>s <strong>the</strong> environment. In our<br />

experiment, participants were driven <strong>in</strong> a car. The diVerences between active and passive<br />

learn<strong>in</strong>g, and between walk<strong>in</strong>g and driv<strong>in</strong>g, deserve fur<strong>the</strong>r research. Waller, Loomis,<br />

and Steck (2003) and Waller, Loomis, and Haun (2004) found that vestibular sens<strong>in</strong>g of<br />

accelerations <strong>in</strong> a car (<strong>in</strong>ertial <strong>in</strong>formation) contributed m<strong>in</strong>imally to spatial learn<strong>in</strong>g <strong>in</strong><br />

large-scale environments, but that <strong>the</strong> additional proprioceptive <strong>in</strong>formation provided<br />

by walk<strong>in</strong>g (such as k<strong>in</strong>es<strong>the</strong>sis and eVerence copy) did facilitate environmental learn<strong>in</strong>g.<br />

6. Conclusion<br />

In conclusion, we believe that models of spatial learn<strong>in</strong>g, <strong>in</strong>clud<strong>in</strong>g explicit computational<br />

models (e.g., Chown, Kaplan, & Kortenkamp, 1995; Kuipers, 2000; Yeap & JeVeries, 1999),<br />

must be able to account for people who perform at high levels, sometimes astonish<strong>in</strong>gly high<br />

levels, not just people who are average or even poor. In that respect, <strong>the</strong> most important implication<br />

of our research may be that some people can and do acquire surpris<strong>in</strong>gly accurate metric<br />

<strong>knowledge</strong>, even relatively quickly, <strong>in</strong>clud<strong>in</strong>g relational <strong>knowledge</strong> about places between<br />

which <strong>the</strong>y have not <strong>direct</strong>ly traveled.<br />

Appendix A<br />

These sample sketch maps (Fig. 13) were drawn by four diVerent participants <strong>in</strong> <strong>the</strong> last<br />

session; <strong>the</strong>ir respective bidimensional correlations are shown. They exemplify how <strong>the</strong><br />

degree of correspondence between sketch maps and <strong>the</strong> actual layout changes as <strong>the</strong> bidimensional<br />

regression becomes smaller. The remarkable accuracy of participant P1’s sketch<br />

map (r D .95) is evident when it is compared to <strong>the</strong> actual map of <strong>the</strong> study area <strong>in</strong> Fig. 2.<br />

At <strong>the</strong> same time, it should be noted that all <strong>the</strong> maps accurately show qualitative properties<br />

of <strong>the</strong> routes such as <strong>the</strong> names and sequences of landmarks.<br />

References<br />

Aguirre, G. K., & D’Esposito, M. (1997). Environmental <strong>knowledge</strong> is subserved by separable dorsal/ventral neural<br />

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Appleyard, D. (1970). Styles and methods of structur<strong>in</strong>g a city. Environment and Behavior, 2, 100–117.<br />

Beck, R., & Wood, D. (1976). Comparative developmental analysis of <strong>in</strong>dividual and aggregated cognitive maps<br />

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Burroughs, W. J., & Sadalla, E. K. (1979). Asymmetries <strong>in</strong> distance cognition. Geographical Analysis, 11, 414–421.<br />

Byrne, R. W. (1979). Memory for urban geography. Quarterly Journal of Experimental Psychology, 31, 147–154.<br />

Chase, W. G., & Chi, M. T. H. (1981). Cognitive skill: Implications for spatial skills <strong>in</strong> large-scale environments.<br />

In J. H. Harvey (Ed.), Cognition, social behavior, and <strong>the</strong> environment (pp. 111–136). Hillsdale, NJ: Erlbaum.<br />

Chown, E., Kaplan, S., & Kortenkamp, D. (1995). Prototypes, location, and associative networks (PLAN):<br />

Toward a uniWed <strong>the</strong>ory of cognitive mapp<strong>in</strong>g. Cognitive Science, 19, 1–51.

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