The impact of information diversity on information overload effects in unstructured managerial decision making

Psychologists have found that as the number of cues pro vided to a decision maker increases beyond approximately "10 items of information" [1] decision performance falls. This has become known as the information overload effect. Business researchers have generalized this effect to the business deci sion-making domain. Iselin [2] found in a highly structured decision-making task that the magnitude of the information overload effect varied with the diversity of the information. The information diversity in a set of cues was defined as the number of dimensions (unrelated vanables) in the set. It was found that the higher the information diversity, the larger was the information overload effect. The major objective of the research in this paper was to test if this information diversity effect generalized to unstructured decision-making tasks. Con sequently in an experiment, information diversity was manipu lated in an information overload situation in an unstructured managenal decision-making task. Two other independent vari ables studied were task learning and decision experience. The dependent vanable, decision performance, was operationalized to profit and decision time. The results from the experiment showed that increasing information diversity increased the information overload effect on decision time, i.e. decision time increased. This effect was hypothesized. However, information diversity did not affect profit. The hypothesized effects for learning and expenence were largely supported In general, high expenence and learning both resulted in higher decision performance. The experiment revealed a number of interac tions between the variables. The implications of these findings for practice and future research were considered.

[1]  Michael D. Shields A predecisional approach to the measurement of the demand for information in a performance report , 1984 .

[2]  Norman L. Chervany,et al.  An Experimental Evaluation of Information Overload in a Production Environment , 1974 .

[3]  Michael D. Shields,et al.  Some effects on information load on search patterns used to analyze performance reports , 1980 .

[4]  S. Streufert Complexity and complex decision making: Convergences between differentiation and intergration approaches to the prediction of task performance ☆ , 1970 .

[5]  H. M. Schroder,et al.  Conceptual systems and personality organization , 1963 .

[6]  Herbert A. Simon,et al.  The new science of management decision , 1960 .

[7]  Barry L. Lewis,et al.  Human information processing research in accounting: The state of the art in 1982 , 1977 .

[8]  P. H. Lindsay Human Information Processing , 1977 .

[9]  Edwin A. Fleishman,et al.  Systems for describing human tasks. , 1982 .

[10]  Russell M. Barefield The Effect of Aggregation on Decision Making Success: A Laboratory Study , 1972 .

[11]  A. Abdel-khalik,et al.  The Effect of Aggregating Accounting Reports on the Quality of the Lending Decision: An Empirical Investigation , 1973 .

[12]  S. Streufert,et al.  Effects of information relevance on decision making in complex environments , 1973, Memory & cognition.

[13]  Doug Snowball Some effects of accounting expertise and information load: An empirical study , 1980 .

[14]  Frederick Hayes-Roth,et al.  Building expert systems , 1983, Advanced book program.

[15]  Errol R. Iselin The effects of information load and information diversity on decision quality in a structured decision task , 1988 .

[16]  Peter Wright The harassed decision maker: Time pressures, distractions, and the use of evidence. , 1974 .

[17]  J. Nunnally Introduction to Psychological Measurement , 1970 .

[18]  S. Streufert,et al.  THE EFFECT OF CONCEPTUAL STRUCTURE, FAILURE, AND SUCCESS ON ATTRIBUTION OF CAUSALITY AND INTERPERSONAL ATTITUDES. , 1969 .

[19]  H. Simon,et al.  The New Science of Management Decision, Revised Edition. , 1977 .

[20]  Ian I. Mitroff,et al.  A Program for Research on Management Information Systems , 1973 .

[21]  Siegfried Streufert COMPLEXITY AND COMPLEX DECISION MAKING. , 1969 .

[22]  S. Streufert Success and Response Rate in Complex Decision Making. , 1972 .

[23]  F. G. Brown,et al.  Principles of educational and psychological testing , 1970 .