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Bias

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Glossaries

Term Definition
Bias

Bias is a systematic distortion or tendency that deviates judgement, perception or data processing from objectivity. It is a non-random, but predictable, error.

In the creative sectors and marketing, the term most often refers to cognitive biases (automatic mental prejudices that influence consumer behaviour) or data/algorithmic biases (distortions that influence the results of research, algorithms and artificial intelligence).

What is it used for / Why is it important

Understanding the concept of bias is fundamental for two main reasons:

  1. For persuasion (Cognitive Biases): Knowing the public's cognitive biases is the basis of persuasive copywriting and UX design. It allows for structuring messages and interfaces that "hook" people's instinctive decision-making mechanisms (e.g., sense of scarcity, social proof) to guide them towards an action.

  2. For objectivity (Data/Algorithmic Biases): Recognising one's own biases (personal or cultural) and those present in the data is vital to avoid them. It ensures that market research is correct, that A/B tests are valid and that AI tools do not produce distorted, discriminatory or ineffective results.

When is it used / In what context is it useful

The concept of bias is omnipresent and applies to almost all our sectors:

  • Copywriting and Marketing: To exploit biases such as Anchoring (presenting a high price first to make the low one seem convenient) or Social Proof (using reviews and testimonials).

  • UX/UI Design: To design purchasing flows that use Scarcity ("Only 2 rooms left") or the Default Bias (pre-selecting the preferred option).

  • Market Research: To avoid Selection Bias (choosing a non-representative sample of interviewees) or Confirmation Bias (only seeking data that confirms one's initial thesis).

  • Artificial Intelligence (AI): In verifying the datasets used to train an AI, to prevent the algorithm from learning and replicating human prejudices (e.g., gender or racial bias).

Practical example

An e-commerce website displays the message: "Over 5,000 people have already purchased this product this month". This is not just a piece of data, but the activation of the Bandwagon Effect.

Faced with this information, our brain instinctively thinks: "If everyone is buying it, then it must be a good product". We trust the judgement of the crowd to reduce the effort of choice, even if that product may not be the best for our specific needs.

Extra Insight

Cognitive biases are not "defects" of the brain, but heuristics: mental shortcuts that our mind has evolved to make quick decisions and save energy. Ethical marketing (and Nudging) uses them to facilitate a positive choice for the user; manipulative marketing (the Dark Patterns) exploits them to force a choice against the user's interest.

Algorithmic bias, on the other hand, is almost always negative and harmful, as it stems from incomplete training data or data corrupted by human prejudices that the algorithm learns and amplifies.

Synonyms: Bias, Distortion, Systematic error, Tendency

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Insight Adv Ltd is a full-service advertising agency. We offer our customers Graphic and Web Design, Marketing and Strategic Communication services.

We create websites, e-commerce and fad platforms, commercials and promotional videos and applications for smartphones and tablets. We also offer digital & direct marketing, social media and content management services. 

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