Effects of Objective and Subjective Task Complexity on Performance

The thesis of this research is that performance on a task depends not only on objective complexity (a task characteristic) but also on one's perception of task complexity. This study allowed investigation of the influences of (a) cognitive ability, (b) motivation, (c) subjective task complexity, and (d) task experience on performance for an objectively simple or complex scheduling task. Potential determinants of subjective complexity were also studied, as well as the mediating effects of subjective complexity on the relations between independent variables (i.e., objective complex- ity, cognitive ability, and task experience) and task performance. Participants (N = 195) were undergraduates who prepared a 1-week work schedule for a fictitious film processing store under either a Simple or Complex condition. Those in the Complex condition were additionally required to account for employee time off and varying store traffic. Hierarchical regression revealed significant, unique main effects for objective task ...

[1]  J. R. Simon,et al.  Differential effect of noise on tasks of varying complexity. , 1968, The Journal of applied psychology.

[2]  J. L. Pierce,et al.  Task Design: A Literature Review , 1976 .

[3]  Richard,et al.  Motivation through the Design of Work: Test of a Theory. , 1976 .

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

[5]  A. Bandura Toward a unifying theory of behavioral change , 1977 .

[6]  A. Bandura Self-efficacy: toward a unifying theory of behavioral change. , 1977, Psychological review.

[7]  M. Taylor,et al.  The motivational effects of task challenge: A laboratory investigation , 1981 .

[8]  E. A. Locke,et al.  Goal setting and task performance: 1969–1980. , 1981 .

[9]  J. Cacioppo,et al.  The need for cognition. , 1982 .

[10]  D. Campbell The effects of goal-contingent payment on the performance of a complex task , 1984 .

[11]  Edwin A. Locke,et al.  Effect of self-efficacy, goals, and task strategies on task performance. , 1984 .

[12]  Vandra L. Huber,et al.  Effects of task difficulty, goal setting, and strategy on performance of a heuristic task. , 1985 .

[13]  P. Christopher Earley,et al.  Influence of information, choice and task complexity upon goal acceptance, performance, and personal goals. , 1985 .

[14]  Laurence R. Paquette,et al.  The effect of decision strategy and task complexity on decision performance in an accounting context , 1988 .

[15]  J. Hunter Cognitive ability, cognitive aptitudes, job knowledge, and job performance , 1986 .

[16]  R. Wood Task complexity: Definition of the construct , 1986 .

[17]  Donald J. Campbell,et al.  The interactive effects of task complexity and participation on task performance: A field experiment , 1986 .

[18]  L. Gottfredson Societal consequences of the g factor in employment. , 1986 .

[19]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[20]  G. Bodenhausen,et al.  Social stereotypes and information-processing strategies: the impact of task complexity. , 1987, Journal of personality and social psychology.

[21]  E. A. Locke,et al.  Task complexity as a moderator of goal effects: A meta-analysis. , 1987 .

[22]  P. M. Biner Effects of difficulty and goal value on goal valence , 1987 .

[23]  P. M. Biner,et al.  Effects of task difficulty and interruption on goal valence , 1988 .

[24]  D. Campbell Task Complexity: A Review and Analysis , 1988 .

[25]  Gerald E. Larson,et al.  Information processing and intelligence: Some implications of task complexity , 1988 .

[26]  Philip M. Podsakoff,et al.  The effects of "intrinsic" and "extrinsic" reinforcement contingencies on task behavior. , 1988 .

[27]  Oleg I. Larichev,et al.  Limits to decision-making ability in direct multiattribute alternative evaluation , 1988 .

[28]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .

[29]  Donald G. Gardner,et al.  Task complexity effects on non-task-related movements: A test of activation theory. , 1990 .

[30]  R. P. McDonald,et al.  Structural Equations with Latent Variables , 1989 .

[31]  Shelley E. Taylor,et al.  Social cognition, 2nd ed. , 1991 .

[32]  Donald K. Campbell Goal Levels, Complex Tasks, and Strategy Development: A Review and Analysis , 1991 .

[33]  Ruth Kanfer,et al.  Goal-performance relations: The effects of initial task complexity and task practice , 1992 .

[34]  Marilyn E. Gist,et al.  Self-Efficacy: A Theoretical Analysis of Its Determinants and Malleability , 1992 .

[35]  Mary C. Kernan,et al.  Individual and Group Performance: Effects of Task Complexity and Information , 1994 .

[36]  Mark S. Teachout,et al.  THE RELATIONSHIP BETWEEN WORK EXPERIENCE AND JOB PERFORMANCE: A CONCEPTUAL AND META‐ANALYTIC REVIEW , 1995 .

[37]  Xitao Fan,et al.  An SAS Program for Assessing Multivariate Normality , 1996 .