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UI/UX Design (System)

DESIGNING A POSITIVE REINFORCEMENT SYSTEM FOR WIKIPEDIA CONTRIBUTORS

DESIGNING A POSITIVE REINFORCEMENT SYSTEM FOR WIKIPEDIA CONTRIBUTORS

DESIGNING A POSITIVE REINFORCEMENT SYSTEM FOR WIKIPEDIA CONTRIBUTORS

Designed a feature for the Wikipedia platform (1B+ users) to improve contributor engagement by introducing positive reinforcement into contribution workflows.

Year :

2022

Industry :

Technology

Client :

Wikimedia Foundation

Project Duration :

3 weeks

The work focused on translating behavioral insights into clear interaction patterns that support motivation, reduce friction, and improve the overall contributor experience.

Featured Project Cover Image
Featured Project Cover Image

INTRODUCTION

The Design Brief

Wikipedia relies on contributors, but many new users drop off early due to a lack of feedback and unclear progress signals.

Key challenges:
  • "Contributors receive little to no immediate feedback"

  • "Contribution workflows feel complex and unrewarding"

  • "Lack of motivation leads to reduced retention"

This results in:
  • "Low engagement"

  • "Reduced contribution consistency"

  • "Missed opportunities for community growth"

USER UNDERSTANDING

To better understand the problem, I focused on contributor behavior and experience:

  • New contributors need guidance and reassurance

  • Users benefit from clear progress and feedback loops

  • Motivation increases when actions feel acknowledged

Key insight:

Small moments of feedback can significantly influence whether users continue or abandon a task.

User Job Story

Relevant Personas

DESIGN OPPORTUNITY

"Using the existing system, how might we help experienced editors (Mentors) provide positive feedback to encourage newcomers to continue making edits?"

CONTEXT

Wikipedia’s mentorship system connects experienced editors with newcomers to support their early contributions. While the system enables guidance, positive reinforcement is not consistently embedded into the mentor workflow, making it harder to encourage and retain new contributors.

PROBLEM

Mentors lack a clear and efficient way to recognize and encourage mentees making meaningful progress.

  • Contribution activity is not surfaced in a visible or actionable way

  • Mentors must manually track mentee progress

  • Appreciation is often delayed, inconsistent, or overlooked

As a result, opportunities to reinforce positive behavior and sustain contributor motivation are frequently missed.

GOAL

Design a simple, scalable way to help mentors identify, recognize, and encourage mentees at the right moment, using clear contribution signals integrated into their existing workflow.

EXPLORATION

I explored how mentors currently recognize and engage with mentees, and where that behavior breaks down.

  • Recognition is passive — mentors must manually notice contributions

  • No clear signals — it’s hard to identify who is making meaningful progress

  • Delayed feedback — appreciation often comes too late, or not at all

From this, I focused on a simple question:
How might we make appreciation timely, visible, and effortless for mentors?

This led to the idea of proactively surfacing mentees based on contribution signals, rather than relying on mentors to discover them.

FINAL SOLUTION

I designed a “Send Appreciation” module within the mentor dashboard to help experienced editors easily recognise and encourage newcomers.

  • Surfaces appreciation-worthy mentees based on customizable activity metrics

  • Provides clear contribution signals (edit count, streaks, thanks) to guide action

  • Enables quick, contextual feedback through a lightweight “send appreciation” flow

The system was designed to:

  • Make recognition intentional and data-informed

  • Fit naturally into mentors’ existing workflows

  • Encourage consistent, positive reinforcement at scale

KEY DESIGN DECISIONS

I focused on keeping the experience lightweight, actionable, and embedded into existing behavior:

  • Surface, don’t interrupt
    Integrated the module into the mentor dashboard instead of creating a new flow

  • Use signals, not assumptions
    Relied on editable activity metrics so mentors define what “appreciation-worthy” means

  • Reduce friction to act
    Designed a quick “send appreciation” flow with minimal steps

  • Support edge cases
    Included a clear empty state when no mentees meet the criteria

Designed to make appreciation a consistent habit, not an afterthought, by embedding it directly into the mentor workflow.

IMPACT

The solution shifts appreciation from a manual, inconsistent action to a proactive and structured part of the mentor workflow.

  • Makes recognition timely and visible, increasing the likelihood of reinforcement

  • Reduces effort for mentors by surfacing high-potential mentees automatically

  • Encourages continued contribution through positive feedback loops

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Email:

hello@hadashakots.com

LinkedIn:

hadashakots

© Copyright 2026. All Rights Reserved.

Email:

hello@hadashakots.com

LinkedIn:

© Copyright 2026. All Rights Reserved.