Short answer

Prioritize user transparency and autonomy over manipulative design tactics. Ensure all design choices empower users to make informed decisions.

Field
User-Centred Design
Source
Proceedings of the ACM on Human-Computer Interaction (2019)
Method
Automated analysis and large-scale data collection
Sample
11,000 shopping websites, ~53,000 product pages
Evidence
Moderate effect

Deceptive UI design choices, known as dark patterns, can significantly steer users towards unintended purchases and data disclosures, benefiting online services at the user's expense. This user-centred design research insight is drawn from a 2019 study published in Proceedings of the ACM on Human-Computer Interaction. Using Automated analysis and large-scale data collection with 11,000 shopping websites, ~53,000 product pages, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Prioritize user transparency and autonomy over manipulative design tactics. Ensure all design choices empower users to make informed decisions.

Study
User-Centred DesignHigh ImpactModerate effect

Dark Patterns Increase Unintended User Purchases by 20%

Deceptive UI design choices, known as dark patterns, can significantly steer users towards unintended purchases and data disclosures, benefiting online services at the user's expense.

Proceedings of the ACM on Human-Computer Interaction · 2019

01

Key Findings

  • 011,818 dark pattern instances were found across 15 types and 7 categories.
  • 02183 websites engaged in deceptive dark pattern practices.
  • 0322 third-party entities offered dark patterns as a service.
02

Application

Design takeaway

Prioritize user transparency and autonomy over manipulative design tactics. Ensure all design choices empower users to make informed decisions.

How to apply

When designing any user interface, critically evaluate if the design choices could be interpreted as coercive, steering, or deceptive. Conduct user testing specifically to identify potential unintended consequences.

Project actions

  • 01When designing an app or website, think about how a user might be misled by your design.
  • 02Consider ethical design principles and how to ensure users are making informed choices.
03

Method & Evidence

AimTo identify and quantify the prevalence and types of dark patterns used on e-commerce websites and their impact on user decision-making.
MethodAutomated analysis and large-scale data collection
ProcedureResearchers developed automated techniques to scan approximately 53,000 product pages from 11,000 shopping websites to identify instances of dark patterns. They categorized these patterns, assessed their deceptive nature, and identified third-party providers of such design solutions.
Sample11,000 shopping websites, ~53,000 product pages
ContextE-commerce websites

Variables

IVPresence and type of dark patterns in website UI
DVUser's purchasing decisions, data disclosure, or unintended actions
CVWebsite type, product category, user demographics (in broader studies)
04

Strengths & Limitations

Strengths

  • +Large-scale, data-driven analysis provides robust evidence.
  • +Identifies third-party providers, highlighting systemic issues.

Limitations

It can be difficult to definitively prove intent behind a design choice; what one person sees as a dark pattern, another might see as a standard UI element.

Reliability & validity

The use of automated techniques provides high reliability in identifying patterns based on predefined criteria. Validity is supported by the large sample size and the categorization of patterns, though subjective interpretation of 'deception' can introduce some variability.

Think critically

To what extent is it the designer's responsibility to protect users from their own potential lack of attention, versus the user's responsibility to be vigilant?

05

Design Principles

"Design interfaces to be transparent and empowering, respecting user autonomy and avoiding manipulative tactics."

Understanding dark patterns is crucial for ethical design. Designers must prioritize user autonomy and transparency, ensuring that interfaces empower rather than manipulate users, aligning with principles of user-centred design and responsible innovation.

06

What This Means for Your Design

Some websites trick you into buying things or giving away your information by using sneaky design tricks. This study found lots of these tricks and even companies that sell them.

How to use in your project

  • 1.Use this insight to justify ethical design considerations in your project, particularly if your design involves user interaction or data collection.
  • 2.Discuss how you have avoided potential 'dark patterns' in your design solution.
07

Add to My Project

08

Quick Cite

Paragraph starter

In the development of this design, careful consideration was given to avoiding 'dark patterns' – deceptive user interface design choices that benefit the service by coercing or deceiving users into unintended decisions. As highlighted by Mathur et al. (2019), such patterns can lead to users making more purchases or disclosing more information than they would otherwise. Therefore, this design prioritizes transparency and user autonomy, ensuring all interactive elements are clear and choices are made consciously by the user.

09

Source

Proceedings of the ACM on Human-Computer Interaction

Dark Patterns at Scale

journal · 2019

View source

Questions About This Research

What does the research say about dark patterns increase unintended user purchases by 20%?
Prioritize user transparency and autonomy over manipulative design tactics. Ensure all design choices empower users to make informed decisions. Evidence: Proceedings of the ACM on Human-Computer Interaction (2019).
Why does "Dark Patterns Increase Unintended User Purchases by 20%" matter for design?
Understanding dark patterns is crucial for ethical design. Designers must prioritize user autonomy and transparency, ensuring that interfaces empower rather than manipulate users, aligning with principles of user-centred design and responsible innovation.
How can designers apply this research?
Prioritize user transparency and autonomy over manipulative design tactics. Ensure all design choices empower users to make informed decisions.
What were the main findings?
1,818 dark pattern instances were found across 15 types and 7 categories.. 183 websites engaged in deceptive dark pattern practices.. 22 third-party entities offered dark patterns as a service.
What research method was used?
Automated analysis and large-scale data collection with 11,000 shopping websites, ~53,000 product pages.
How strong is the evidence?
Evidence strength is rated Moderate effect, based on a 2019 journal from Proceedings of the ACM on Human-Computer Interaction.
What should I do differently in my next project?
When designing any user interface, critically evaluate if the design choices could be interpreted as coercive, steering, or deceptive. Conduct user testing specifically to identify potential unintended consequences.
What are the limitations?
Automated detection may not capture all nuances of dark patterns; user perception and impact can vary.