Science News

... from universities, journals, and other research organizations

Diagnostic Approach to Alternatives Can Lead to Better Decision-Making

Mar. 8, 2010 — Brown University researchers have identified a way to improve thought processes that goes well beyond the "power of positive thinking." The technique, they argue, may help to navigate around biased ways of thinking and ultimately lead to better planning and decision-making.


Share This:

Details are published online and will be included in the March 2010 issue of Psychological Science.

"What we looked at was how to get people to think of alternative possibilities, something they don't always do naturally," said Philip Fernbach, a cognitive and linguistic sciences graduate student and the paper's first author. "When making judgments and decisions, people are often myopic; they fail to consider hypotheses beyond the one they have in mind."

Adam Darlow, a graduate student in the same department, is the paper's second author. Cognitive and linguistic sciences professor Stephen Sloman served as third author.

Fernbach and the other researchers explored the degree to which people are overly focused on a single cause when pursuing two fundamental kinds of thinking -- predicting the likelihood of an outcome and diagnosing the causes of an outcome.

They see these two kinds of thinking as flip sides of the same coin. Predicting outcomes calls for thinking forward from the cause of the outcome, such as predicting the likelihood that someone who goes on a diet will lose weight. But offering a diagnosis involves thinking backward from an outcome to the cause, such as diagnosing whether someone who lost weight dieted.

The researchers conducted three studies with medical professionals and Brown undergraduates. Their findings: In each case, the subjects considered alternative causes when they made diagnoses, but did not do so when making predictions.

Both findings have consequences in day-to day life, Fernbach said.

"Neglecting alternatives when making a prediction leads people to believe the desired results of their actions are less likely than they actually are," he said.

For example, a person might predict that career success is unlikely because a current project isn't going well. But that prediction underestimates the potential positive impact from future projects, professional development or other factors.

As far as diagnoses, the research findings reinforce the benefit of encouraging people's natural ability to pursue diagnostic reasoning. For example, when doctors make a diagnosis, they should consider how likely the disease is given the symptoms, rather than simply deciding whether the disease is likely or unlikely. And a better outcome is possible, they said, when the doctor continues to reassess the diagnosis throughout the course of treatment.

"A typical diagnosis is saying 'this disease is the cause,'" Darlow said. "We are saying it is important to elaborate beyond that. When you have to make that kind of more detailed judgment, then the alternative causes or hypotheses come to mind -- because they have to."

Overall, the researchers say that considering alternatives when making predictions or diagnoses can lead to better judgments, and therefore better decisions.

"It is a hook to get people to reason better," Fernbach said.

A grant from the National Science Foundation supported the study.

Share this story on Facebook, Twitter, and Google:

Other social bookmarking and sharing tools:

|

Story Source:

The above story is reprinted from materials provided by Brown University.

Note: Materials may be edited for content and length. For further information, please contact the source cited above.


Journal Reference:

  1. Fernbach et al. Neglect of Alternative Causes in Predictive but Not Diagnostic Reasoning. Psychological Science, 2010; DOI: 10.1177/0956797610361430
APA

MLA

Note: If no author is given, the source is cited instead.

Search ScienceDaily

Number of stories in archives: 137,158

Find with keyword(s):
 
Enter a keyword or phrase to search ScienceDaily's archives for related news topics,
the latest news stories, reference articles, science videos, images, and books.

Recommend ScienceDaily on Facebook, Twitter, and Google:

Other social bookmarking and sharing services:

|

 
  more breaking science news

Social Networks


Recommend ScienceDaily on Facebook, Twitter, and Google +1:

Other social bookmarking and sharing tools:

|

Breaking News

... from NewsDaily.com

In Other News ...

Science Video News


Lost And Found

Cognitive scientists ran an experiment to understand how the brain searches for an object with a known shape. They asked subjects to track the. ...  > full story

Strange Science News

 

Free Subscriptions

... from ScienceDaily

Get the latest science news with our free email newsletters, updated daily and weekly. Or view hourly updated newsfeeds in your RSS reader:

Feedback

... we want to hear from you!

Tell us what you think of ScienceDaily -- we welcome both positive and negative comments. Have any problems using the site? Questions?

Post this page to your favorite social bookmarking site:
Include this item in your blog or web site:
Cite this article in your essay, paper, or report:
Email this page's link to a friend or colleague: