²²Illustrative examples of such erroneous ideas which are robust and difficult to dislodge from students’ minds, have been presented in studies done by Halloun & Hestenes (1985) for mechanics , by McDermott & Shaffer (1992) for electricity , and by Goldberg & McDermott (1987) for optics.