Complex mathematical problem solving was examined in 2.studies using a
n episode from The Adventures of Jasper Woodbury. Each episode in the
Jasper series consists of a narrative story that ends with a complex c
hallenge that students are to solve. Solving the challenge involves fo
rmulating subproblems, organizing these subproblems into solution plan
s, differentiating solution-relevant from solution-irrelevant data, co
ordinating relevant data with appropriate subproblems, executing compu
tations, and deciding among alternative solutions. The episode examine
d in these studies was The Big Splash. The challenge is to construct a
business plan for a booth at a school fun-fair fund-raiser. This arti
cle reports the results of using a technique that we developed for ana
lyzing complex problem solving: solution-space analysis. In Experiment
1, the performances of 6th-grade and college students solving the pro
blem under think-aloud instructions are compared. Relative to 6th-grad
e students, college students were more likely to generate solution att
empts and correct solutions and to consider multiple-solution plans. B
oth groups of students were highly accurate in generating important su
bgoals. They were equally unlikely to evaluate time and money constrai
nts involved in the solution. In Experiment 2, dyads of 5th graders so
lved the same problem as in Experiment 1, with instructions to work to
gether to reach a solution. The solution-space analysis was augmented
by a focus on the argumentation processes manifest in the problem solv
ing of the dyads. Among the dyads, more successful problem solving was
associated with more coherent argument structures in the problem-solv
ing dialogues. Coherence was reflected in (a) goals giving rise to att
empts, (b) attempts giving rise to new goals, and (c) goal-appropriate
calculations. In addition, many of the dyads in Experiment 2 explored
multiple-solution paths. Discussion focuses on characteristics of pro
blems that make solutions difficult, the kinds of reasoning that dyadi
c interactions support, and considerations of instructional environmen
ts that would facilitate the kinds of problem-solving and reasoning pr
ocesses associated with coherent solutions.