Definition

Bandwagon Effect

What is meant by the term bandwagon effect?

The bandwagon effect is a cognitive bias because of which people do something to copy others who are doing it. Regardless of their convictions, people follow others. For example, a bandwagon effect is seen in financial markets when the markets are bullish or when asset bubbles like housing bubble are booming.

With time, the term is used to influence people to be a part of a political or consumption trend. It simply means that if so many people do it, it should be acceptable or even good. The prevalent trends overpower the personal opinion of an individual regarding the matter.

Herd mentality is another term used to describe the bandwagon effect. Similar effects are seen in the term “groupthink." Both the terms also imply individuals aligning their beliefs to that of a group.

Highlights

  • The bandwagon effect is a cognitive bias because of which people do something to copy others who are doing it.
  • Herd mentality and groupthink work on the bandwagon effect.

Frequently Asked Questions (FAQs)

How did the term evolve?

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