Taagepera: Responses and Knowledge Structures from Taagepera et al....

In pks: Probabilistic Knowledge Structures

Responses and Knowledge Structures from Taagepera et al. (1997)

Description

Taagepera et al. (1997) applied knowledge space theory to specific science problems. The density test was administered to 2060 students, the conservation of matter test to 1620 students. A subtest of five items each is included here. The response frequencies were reconstructed from histograms in the paper.

Usage

data(Taagepera)

Format

Two lists, each consisting of two components:

density97

a list with components K and N.R for the density test.

matter97

a list with components K and N.R for the conservation of matter test.

K

a state-by-problem indicator matrix representing the hypothetical knowledge structure. An element is one if the problem is contained in the state, and else zero.

N.R

a named numeric vector. The names denote response patterns, the values denote their frequencies.

Source

Taagepera, M., Potter, F., Miller, G.E., & Lakshminarayan, K. (1997). Mapping students' thinking patterns by the use of knowledge space theory. International Journal of Science Education, 19(3), 283–302. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/0950069970190303")}

Examples

data(Taagepera)
density97$K     # density test knowledge structure
density97$N.R   # density test response patterns
matter97$K      # conservation of matter knowledge structure
matter97$N.R    # conservation of matter response patterns

pks documentation built on Sept. 17, 2024, 1:07 a.m.