
Iguala
IGUALA es el sistema de analítica avanzada del Ayuntamiento de Madrid para elaborar el Índice de Vulnerabilidad Territorial Agregado.
Using global case studies from the Participedia database, the findings reveal that democratic innovations excel in various attributes but rarely deliver substantial redistributive impact.
This paper introduces the Participatory Decommodification Index (PDI), a framework that uses AI for assessing whether democratic innovations reduce individuals’ reliance on market systems. Building on Esping-Andersen’s (1990) decommodification theory, designed initially to compare welfare regimes, this study adapts the concept to participatory and deliberative processes that aim to redistribute power and resources. The PDI evaluates democratic innovations across five dimensions: accessibility, democratic control, institutional stability, redistributive impact, and deliberative quality. Using global case studies from the Participedia database, the findings reveal that democratic innovations excel in various attributes but rarely deliver substantial redistributive impact. The PDI provides a critical lens for assessing how democratic practices can challenge commodification in capitalist democracies. This approach calls for re-centring material justice within democratic innovation and provides a diagnostic tool for scholars, practitioners, and policymakers seeking structural transformation beyond symbolic participation.


IGUALA es el sistema de analítica avanzada del Ayuntamiento de Madrid para elaborar el Índice de Vulnerabilidad Territorial Agregado.
PeMS is open-source software that is designed, developed, and maintained by Compiler LLC on behalf of Caltrans Traffic Operations.

When founding The Oaklandside in 2020, we launched Mission Metrics, an innovative pilot program for reader feedback.
The GitLab Foundation launched the Learning for Action Fund in June 2024 to alleviate these problems and increase our grantees’ capacity to deepen their impact measurement, learning, and feedback work.

A framework to assess automated decision systems and to ensure public accountability