Abstract
Research indicates people’s decisions can sometimes be influenced by seemingly trivial differences in the framing (i.e., wording) of alternative options. The tendency to prefer risk averse options when framed positively and risky options when framed negatively is known as the framing effect. The current study examined the susceptibility of school principals to the framing effect. Additionally, analytical and intuitive decision styles, the degree to which one’s typical goal is to maximize (rather than satisfice), gender, and years of experience as a principal were measured to assess whether they are predictive of principals’ choices, and to test whether they moderate the effects of framing on choice. Seventy-one principals completed six decision problems (framed either positively or negatively) and instruments assessing decision style, typical decision goal, gender, and experience. Analyses demonstrated that principals are influenced by framing. Although the positively and negatively framed versions of the decision problems were objectively identical, negative framing resulted in more risky choices. Additionally, regardless of frame, men made more risky choices than women. There was no evidence that experience, decision style, or the degree to which one’s typical decision goal was to maximize, decreased framing effects. Several potential debiasing strategies are described, and limitations are noted.
Similar content being viewed by others
References
Almashat S., Ayotte B., Edelstein B., Margrett J. (2008) Framing effect debiasing in medical decision making. Patient Education and Counseling 71: 102–107
Arkes H.R., Faust D., Guilmette T.J., Hart K. (1988) Eliminating hindsight bias. The Journal of Applied Psychology 73: 305–307. doi:10.1037/0021-9010.73.2.305
Bolman L.G., Deal T.E. (1993) Everyday epistemology in school leadership: Patterns and prospects. In: Hallinger P., Leithwood K., Murphy J. (eds) Cognitive perspectives on educational leadership. Teachers College Press, New York
Byrnes J.P., Miller D.C., Schafer W.D. (1999) Gender differences in risk taking: A meta-analysis. Psychological Bulletin 125: 367–383. doi:10.1037/0033-2909.125.3.367
Chi M.T., Feltovich P.J., Glaser R. (1981) Categorization and representation of physics problems by experts and novices. Cognitive Science 5: 121–152. doi:10.1207/s15516709cog0502_2
Christensen C., Heckerling P.S., Mackesy M.E., Bernstein L.M., Elstein A.S. (1991) Cognitive structures of experts and novices: Framing bias among expert and novice physicians. Academic Medicine 66(Suppl.9): 76–78. doi:10.1097/00001888-199109000-00047
Copland, M. A. (2000). Developing the problem-framing skills of prospective principals. Paper presented at the Annual Meeting of the American Educational Research Association, New Orleans, LA. (available through ERIC, ED 442 192).
Epstein S. (1998) Cognitive-experiential self-theory. In: Barone D.F., Hersen M., Van Hasselt V.B. (eds) Advanced personality. Plenum Press, New York, pp 211–238
Fagley, N. S., & Kruger, L. (1986). Framing effects on the program choices of school psychologists. Paper presented at the annual meeting of the American Psychological Association, Washington, DC.
Fagley N.S., Miller P.M. (1987) The effects of framing on choice of risky versus certain options. Organizational Behavior and Human Decision Processes 39: 264–277. doi:10.1016/0749-5978(87)90041-0
Fagley N.S., Miller P.M. (1990) The framing effect: Interactions with risk taking propensity, cognitive style, and sex. Personality and Social Psychology Bulletin 16: 496–510. doi:10.1177/0146167290163008
Fagley N.S., Miller P.M., Jones R.N. (1999) The effect of positive or negative frame on the choices of students in school psychology and educational administration. School Psychology Quarterly 14: 148–162. doi:10.1037/h0089002
Highhouse S., Paese P.W. (1996) Problem domain and prospect frame: Choice under opportunity versus threat. Personality and Social Psychology Bulletin 22: 124–132. doi:10.1177/0146167296222002
Hoy W., Miskel C. (2008) Educational administration: Theory, research, and practice (8th ed). McGraw-Hill, New York
Kahneman D., Tversky A. (1979) Prospect theory: An analysis of decision under risk. Econometrica 47: 263–291. doi:10.2307/1914185
Kim S., Goldstein D., Hasher L., Zacks R.T. (2005) Framing effects in younger and older adults. Journal of Gerontology: Psychological Sciences 60: 215–P218
Kühberger A., Schulte-Mecklenbeck M., Perner J. (1999) The effects of framing, reflection, probability, and payoff on risk preference in choice tasks. Organizational Behavior and Human Decision Processes 78: 204–231. doi:10.1006/obhd.1999.2830
Levin I.P., Gaeth G. (1988) Framing attribute information before and after consuming the product. The Journal of Consumer Research 15: 374–378. doi:10.1086/209174
Levin I.P., Gaeth G.J., Schreiber J., Lauriola M. (2002) A new look at framing effects: Distribution of effect sizes, individual differences, and independence of types of effects. Organizational Behavior and Human Decision Processes 88: 411–429. doi:10.1006/obhd.2001.2983
Maule A.J. (1995) Framing elaborations and their effects on choice behavior: A comparison across problem isomorphs and participants with different levels of expertise. In: Caverni J.P., Bar-Hillel M., Barron F.H., Jungermann H. (eds) Contributions to decision Making I. Elsevier, New York, pp 281–300
McNeil B.J., Pauker S.G., Sox H.C., Tversky A. (1982) On the elicitation of preferences for alternative therapies. The New England Journal of Medicine 306: 1259–1262
Miller P.M., Fagley N.S. (1991) The effects of framing, problem variations, and providing rationale on choice. Personality and Social Psychology Bulletin 17: 517–522. doi:10.1177/0146167291175006
Nygren, T. E. (2000). Development of a measure of decision making styles to predict performance in a dynamic J/DM task. Paper presented at the 41st Psychonomic Society Meeting, New Orleans, LA.
O’Connor A.M.C., Boyd N.F., Tritchler D.L., Kriukov Y., Sutherland H., Till J.E. (1985) Eliciting preferences for alternative cancer drug treatments: The influence of framing, medium, and rater variables. Medical Decision Making 5: 453–463. doi:10.1177/0272989X8500500408
Powell M., Ansic D. (1997) Gender differences in risk behavior in financial decision making: An experimental analysis. Journal of Economic Psychology 18: 605–628. doi:10.1016/S0167-4870(97)00026-3
Roszkowski M.J., Snelbecker G.E. (1990) Effects of “framing” on measures of risk tolerance: Financial planners are not immune. The Journal of Behavioral Economics 19: 237–246. doi:10.1016/0090-5720(90)90029-7
Schneider S.L. (1992) Framing and conflict: Aspiration level contingency, the status quo, and current theories of risky choice. Journal of Experimental Psychology. Learning, Memory, and Cognition 18: 1040–1057. doi:10.1037/0278-7393.18.5.1040
Schwartz B., Ward A., Monterosso J., Lyubomirsky S., White K., Lehman D.R. (2002) Maximizing Versus Satisficing: Happiness Is a Matter of Choice. Journal of Personality and Social Psychology 83(5): 1178–1197. doi:10.1037/0022-3514.83.5.1178
Simon H.A. (1955) A behavioral model of rational choice. The Quarterly Journal of Economics 69: 99–118. doi:10.2307/1884852
Simon A.F., Fagley N.S., Halleran J.G. (2004) Decision framing: Moderating effects of individual differences and cognitive processing. Journal of Behavioral Decision Making 17: 77–93. doi:10.1002/bdm.463
Tversky A., Kahneman D. (1981) The framing of decisions and the psychology of choice. Science 211: 453–458. doi:10.1126/science.7455683
Weber E.U., Blais A., Betz N. (2002) A domain-specific risk-attitude scale: Measuring risk perceptions and risk behaviors. Journal of Behavioral Decision Making 15: 263–290. doi:10.1002/bdm.414
White, R., & Nygren, T. E. (2002). Decision making styles and information acquisition. Paper presented at the Annual Meeting of the Society for Judgment and Decision Making, Kansas City, MO.
White, R., & Nygren, T. E. (2003). Decision making styles and betting strategies. Paper presented at the Annual Meeting of the Society for Judgment and Decision Making, Vancouver, BC, Canada.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Miller, P.M., Fagley, N.S. & Casella, N.E. Effects of problem frame and gender on principals’ decision making. Soc Psychol Educ 12, 397–413 (2009). https://doi.org/10.1007/s11218-008-9087-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11218-008-9087-6


