TY - JOUR
T1 - How Can We Tell When a Heuristic Has Been Used? Design and Analysis Strategies for Capturing the Operation of Heuristics
AU - Bellur, Saraswathi
AU - Sundar, S. Shyam
N1 - Funding Information:
This research is supported by the U. S. National Science Foundation (NSF) via Standard Grant No. IIS-0916944 and by the Korea Science and Engineering Foundation under the WCU (World Class University) program funded through the Ministry of Education, Science and Technology, S. Korea (Grant No. R31-2008-000-10062-0).
PY - 2014/4
Y1 - 2014/4
N2 - Communication research based on social cognition draws heavily from dual process models such as the heuristic-systematic model. Both heuristic and systematic processing are said to be aided by quick rules of thumb or mental shortcuts called heuristics. However, the operationalization of heuristics is quite problematic because their use in decision-making is not directly measured. Scholars claim the operation of specific heuristics in specific situations, based often on clever experimental evidence. We propose a methodological framework that calls for both manipulation and measurement of heuristics in order to offer more direct evidence of their operation. We first review different existing approaches in the literature for operationalizing heuristics. We then discuss our approach and describe the application of moderated mediation to analyze the resulting data. We conclude with a study idea and simulated data that illustrate how our proposed design and analysis framework could be applied in communication research.
AB - Communication research based on social cognition draws heavily from dual process models such as the heuristic-systematic model. Both heuristic and systematic processing are said to be aided by quick rules of thumb or mental shortcuts called heuristics. However, the operationalization of heuristics is quite problematic because their use in decision-making is not directly measured. Scholars claim the operation of specific heuristics in specific situations, based often on clever experimental evidence. We propose a methodological framework that calls for both manipulation and measurement of heuristics in order to offer more direct evidence of their operation. We first review different existing approaches in the literature for operationalizing heuristics. We then discuss our approach and describe the application of moderated mediation to analyze the resulting data. We conclude with a study idea and simulated data that illustrate how our proposed design and analysis framework could be applied in communication research.
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U2 - 10.1080/19312458.2014.903390
DO - 10.1080/19312458.2014.903390
M3 - Review article
AN - SCOPUS:84901419957
SN - 1931-2458
VL - 8
SP - 116
EP - 137
JO - Communication Methods and Measures
JF - Communication Methods and Measures
IS - 2
ER -