The Prosocial Design Library
About the Library
The Prosocial Design Library is a pattern library of evidence-based design interventions, which designers may use in their products to improve the quality of their users’ interactions with one another.
What Are Interventions?
Interventions are specific user experience design elements for digital platforms, which produce—or could produce—a quantifiable prosocial outcome in controlled experiments.
Examples of prosocial outcomes could include:
Less Dysfunction
Reductions in online trolling, bias, harassment, cyberbulling, and cyberhate
More Dignity
Increased feelings of safety, recognition, inclusion, and acceptance, for users hailing from real-life, marginalized communities
More Understanding
Disagreements become more productive. Regardless of outcome, parties exit disagreements feeling as though their dignity was left intact
What are Tested Interventions?
Tested Interventions are interventions that the Prosocial Design Network has deemed to work, based on published and preprinted experiments.
Each tested intervention is given an evidence-grade based on the quality and quantity of the research supporting it.
From high to low, those evidence-grades are: Convincing, Likely, and Tentative.
Convincing
A grade of Convincing is reserved for interventions for which the majority of evidence is peer-reviewed experiments that have yet to undergo attempts at replication.
This is currently the highest grade that we give interventions.
Likely
A grade of Likely is given to interventions that someone has rigorously experimented, published their methods and data, all without a conflict of interest being present. However, it is still awaiting peer review, i.e. it is a preprint.
This is presently the penultimate grade that we give interventions.
Tentative
A grade of Tentative is given for a number of reasons.
Often it is either because:
- The majority of research for an intervention, independently conducted or not, is either observational or ecological studies and lacks a randomized control; or
- The findings in its favor have vested or corporate interests behind them—for example, Company X releases its own experiment results about an intervention.
Should a study that would otherwise be labeled as Convincing undergo replication, but fail to replicate the results in good faith, that intervention may also be reassigned a grade of Tentative.
What are Untested Interventions?
Untested Interventions lack testing. However, they are included due to being: analogous to offline interventions, used in a product for prosocial aims, or otherwise having expert endorsement for prosocial outcomes.
Untested interventions have one of two evidence-grades: Emerging and Inference.
Emergent
A grade of Emergent is often given to interventions for whom the majority of research is qualitative.
Alternatively, if research exists, but the methodology is not publicly available, the Prosocial Design Network will also assign it an Emergent grade.
This grade denotes that the idea could have merit, but no quantitative research exists to explain why or how.
Inference
A grade of Inference is for proposed interventions that lack research of their own, but that could work by way of analogous studies, expert opinions, or first principles.
While this is, technically, the lowest evidentiary grade that we can afford an intervention while still including it in the library, this is not meant to discourage. On the contrary! This grade is very much an invitation to explore and experiment with it further.
What Are These Different Categories?
For ease of navigation, along with being sorted by Tested or Untested, each card belongs to one of the follow four classes of intervention:
Dispel rumors
The Dispel Rumors classification covers interventions that stop the spread of misinformation or disinformation.
Empower connection
The Empower Connection classification includes interventions that both help people reach consensus and convey emotions more constructively.
Stop Hate & Bullying
The Stop Hate & Bullying classification covers interventions that both anticipate and prevent expressions of, and incitements to, hatred and harrassment.
Evoke user's visibility
The Evoke User's Visibility classification addresses interventions that either remind users that they are part of a community; that they are being seen and heard, often by a larger audience than they realize; or that they are an individual human being, capable of making their own choices.
