Argues that conceptual change is best understood when multiple perspectives are used to interpret chemistry learning. Case studies of two secondary school students show that personal factors and differing interests and purposes for studying science can influence learning outcomes, and that high scores on achievement tests are unreliable indicators of conceptual learning. (Contains 74 references.) (Author/LRW)