Questions: Message Framing Effects and Decision-Making

Question 1

A public health agency wants to encourage people to get colonoscopies — a detection behavior that many find anxiety-provoking. According to Rothman and Salovey's research on framing and risk, which message approach is most likely to be effective?

• A. A gain-framed message emphasizing the peace of mind a clean result provides
• B. A loss-framed message emphasizing what is at risk when polyps go undetected
• C. A neutral, clinical message with no emotional valence
• D. Both frames are equally effective for detection behaviors

Answer: (B)

Detection behaviors feel risky and anxiety-provoking — they involve the possibility of discovering bad news. Loss frames work better here because the threat of failing to detect a problem outweighs the discomfort of the test. Gain frames work better for prevention behaviors (like exercising or applying sunscreen), which feel safe and certain. The frame should match the perceived risk of the action, not just the goal.

Question 2

Kahneman and Tversky's Asian disease problem demonstrates that when the same public health choice is framed in terms of lives lost versus lives saved:

• A. People's preferences systematically reverse, preferring certainty in the gain frame and risk in the loss frame
• B. People prefer the loss frame universally because it makes the stakes clearer
• C. Rational people are unaffected since the objective outcomes are identical
• D. The framing effect only applies to people with low numeracy skills

Answer: (A)

The Asian disease problem is the canonical demonstration that logically equivalent information produces opposite preferences depending on framing. When the choice is framed in terms of lives saved, people prefer the certain option (risk-averse). When framed in terms of lives lost, people shift toward the risky gamble (risk-seeking) — because the certain option now means certain deaths. This reversal violates basic rationality axioms and shows that framing operates on psychological salience, not information content.

Question 3

Two messages with identical factual content can produce systematically different choices based solely on whether gains or losses are emphasized.

• T. True
• F. False

Answer: True

This is the defining result of framing research. '90% of patients survive' and '10% of patients die' contain the same information, but people rate the procedure as safer in the survival framing. The reason is loss aversion: losses loom approximately twice as large as equivalent gains in subjective experience, so loss-framed information feels more urgent and motivating even when the underlying facts are identical.

Question 4

Framing effects occur because loss-framed messages provide more information about the risks of a choice than gain-framed messages do.

• T. True
• F. False

Answer: False

Framing effects are not about information content — gain and loss frames convey the same factual information. They work by changing *salience*: which features of the objectively identical situation become psychologically prominent. A loss frame makes negative outcomes vivid; a gain frame makes positive outcomes vivid. The difference is psychological packaging, not informational substance. This is precisely what makes framing effects logically irrational.

Question 5

Why should gain frames be used for prevention behaviors but loss frames for detection behaviors, even though both types of messages aim to motivate healthy action?

Model answer: Prevention behaviors (sunscreen, exercise) feel low-risk and certain — people take them in a risk-averse mode, so emphasizing the positive benefits aligns with their psychology. Detection behaviors (mammograms, biopsies) feel anxiety-provoking and risky — people are in a risk-seeking mode to avoid engaging. A loss frame — emphasizing what is at stake by not detecting a problem — creates urgency that overcomes avoidance. The frame must match the perceived risk profile of the action to align with how people are already processing the decision.

The insight is that framing effectiveness is not absolute — it is context-dependent. The same loss frame that motivates colonoscopy screening could backfire for an exercise campaign by making healthy behavior feel threatening. Rothman and Salovey's contribution was showing that the goal isn't always 'use loss frames' (because loss aversion is stronger); it's matching the frame to the psychological register the target behavior activates.