TY - JOUR
T1 - The effect of expertise on collaborative problem solving
AU - Nokes-Malach, Timothy J.
AU - Meade, Michelle L.
AU - Morrow, Daniel G.
N1 - Funding Information:
Correspondence should be addressed to Timothy J. Nokes-Malach, Learning Research and Development Center, University of Pittsburgh, 3939 O’Hara Street, Pittsburgh, PA 15260, USA. E-mail: [email protected] This research was supported by the Arnold and Mabel Beckman Foundation through Postdoctoral Fellowship Awards granted to the first two authors. The aviation scenarios were developed with support from a Grant R01 AG13936 from the National Institute of Health to the third author. We thank Jill Barr and Britney Milculka for help running subjects and coding data, Don Talleur for helpful discussions regarding aviation, and Capts. Clifford Magnor and Ron DeNeve for developing the aviation scenarios. We are also grateful to Jon May and several anonymous reviewers for the helpful comments and suggestions on the paper.
PY - 2012/2
Y1 - 2012/2
N2 - Why do some groups succeed where others fail? We hypothesise that collaborative success is achieved when the relationship between the dyad's prior expertise and the complexity of the task creates a situation that affords constructive and interactive processes between group members. We call this state the zone of proximal facilitation in which the dyad's prior knowledge and experience enables them to benefit from both knowledge-based problem-solving processes (e.g., elaboration, explanation, and error correction) andcollaborative skills (e.g., creating common ground, maintaining joint attention to the task). To test this hypothesis we conducted an experiment in which participants with different levels of aviation expertise, experts (flight instructors), novices (student pilots), and non-pilots, read flight problem scenarios of varying complexity and had to identify the problem and generate a solution with either another participant of the same level of expertise or alone. The non-pilots showed collaborative inhibition on problem identification in which dyads performed worse than their predicted potential for both simple and complex scenarios, whereas the novices and experts did not. On solution generation the non-pilot and novice dyads performed at their predicted potential with no collaborative inhibition on either simple or complex scenarios. In contrast, expert dyads showed collaborative gains, withdyads performing above their predicted potential, but only for the complex scenarios. On simple scenarios the expert dyads showed collaborative inhibition and performed worse than their predicted potential. We discuss the implications of these results for theories of collaborative problem solving.
AB - Why do some groups succeed where others fail? We hypothesise that collaborative success is achieved when the relationship between the dyad's prior expertise and the complexity of the task creates a situation that affords constructive and interactive processes between group members. We call this state the zone of proximal facilitation in which the dyad's prior knowledge and experience enables them to benefit from both knowledge-based problem-solving processes (e.g., elaboration, explanation, and error correction) andcollaborative skills (e.g., creating common ground, maintaining joint attention to the task). To test this hypothesis we conducted an experiment in which participants with different levels of aviation expertise, experts (flight instructors), novices (student pilots), and non-pilots, read flight problem scenarios of varying complexity and had to identify the problem and generate a solution with either another participant of the same level of expertise or alone. The non-pilots showed collaborative inhibition on problem identification in which dyads performed worse than their predicted potential for both simple and complex scenarios, whereas the novices and experts did not. On solution generation the non-pilot and novice dyads performed at their predicted potential with no collaborative inhibition on either simple or complex scenarios. In contrast, expert dyads showed collaborative gains, withdyads performing above their predicted potential, but only for the complex scenarios. On simple scenarios the expert dyads showed collaborative inhibition and performed worse than their predicted potential. We discuss the implications of these results for theories of collaborative problem solving.
KW - Collaborative inhibition
KW - Collaborative success
KW - Decision-making
KW - Expertise
KW - Problem-solving
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U2 - 10.1080/13546783.2011.642206
DO - 10.1080/13546783.2011.642206
M3 - Article
AN - SCOPUS:84858590361
SN - 1354-6783
VL - 18
SP - 32
EP - 58
JO - Thinking and Reasoning
JF - Thinking and Reasoning
IS - 1
ER -