The People / Evaluate impact

Evaluate impact

Demonstrating impact in the civic tech field can be hard. In this section of the guide, you will find tools that can be used by governments, organizations and communities to track performance, collect data and manage impact. In addition to resources for building monitoring and evaluating systems, you can explore databases to analyze public policy or researches on how entities and nonprofits that use tech and data are generating positive effects.

Showing 50 of 119 items
Digital Democracy Score (DDS)
digital-democracy.net/d/index.php/563651

Digital Democracy Score (DDS)

The tool uses survey questions to calculate a series of digital democracy scores, visualises the results, and provides tailored recommendations.

Europe
Evaluate impact
ADL AI Index
adl.org/adl-ai-index

ADL AI Index

The ADL AI Index evaluates leading large language models (LLMs) on their ability to detect and counter antisemitic and extremist tropes and narratives.

New York City (NYC / New York, NY)
since 2026
Evaluate impact, Report cards and audits, AI Auditing
Ambitious Impact
ambitiousimpact.com

Ambitious Impact

The AIM ecosystem consists of multiple cost-covered programs, designed to fill crucial gaps in the broader philanthropic ecosystem

London
Find a job or hire someone, Nonprofit tech, Evaluate impact
How to Launch a High-Impact Foundation
amazon.com/Launch-High-Impact-Foundation-Joey-Savoie/dp/B0CH2HFXVS

How to Launch a High-Impact Foundation

This book is for anyone who wants to understand how to be an impactful grantmaker.

London
Nonprofit tech, Learn about civic tech, Books
How to Launch a High-Impact Nonprofit
amazon.co.uk/Launch-High-Impact-Nonprofit-Joey-Savoie/dp/B09NGTB8YR/ref=sr_1_1?keywords=How+To+Launch+a+High-Impact+nonprofit&qid=1707159376&sr=8-1

How to Launch a High-Impact Nonprofit

In How to Launch a High-Impact Nonprofit, a team of experts who themselves have helped launch 18 evidence-based charities (and counting) break down what it really takes to build impactful organization...

London
Nonprofit tech, Learn about civic tech, Books
whathaveunionsdoneforus.uk

What Have Unions Done For Us

Recent victories and wins by labour unions across various sectors

Unions, Evaluate impact
Durably reducing transphobia: A field experiment on door-to-door canvassing
science.org/doi/10.1126/science.aad9713?utm_source=substack&utm_medium=email

Durably reducing transphobia: A field experiment on door-to-door canvassing

Durably reducing transphobia: A field experiment on door-to-door canvassing

Stanford Graduate School of Business, Knight Way, Stanford, CA
Evaluate impact, Peer-reviewed research, Narrative tech
Open Budget Survey
internationalbudget.org/open-budget-survey

Open Budget Survey

First launched in 2006, the Open Budget Survey is the world’s only independent, comparative, and fact-based research instrument to measure these essential aspects of governance and accountability: Par...

Watchdogging and transparency, Government transparency, Budget explorers
CIVICUS Monitor
monitor.civicus.org

CIVICUS Monitor

Our interactive world map allows you to access live updates from civil society around the world, track threats to civil society and learn about the ways in which our right to participate is being real...

Johannesburg, South Africa
Report cards and audits, Evaluate impact, Civic maps
When Aid Fades: Impacts and Pathways for the Global Democracy Ecosystem
globaldemocracycoalition.org/when-aid-fades-impacts-and-pathways-for-the-global-democracy-ecosystem

When Aid Fades: Impacts and Pathways for the Global Democracy Ecosystem

This report assesses the impact of the foreign aid cuts on the global democracy ecosystem.

Stockholm
since 2025
Reports, Get funding, Evaluate impact
Equitable Evaluation Initiative (EEI)
equitableeval.org

Equitable Evaluation Initiative (EEI)

We are exploring, co-creating, and advancing a new frame for evaluative thinking in philanthropy.

Seattle, WA
Evaluate impact
The identity of Colombian Digital ID (Cédula Digital)
web.karisma.org.co/the-identity-of-colombian-digital-id-cedula-digital

The identity of Colombian Digital ID (Cédula Digital)

We analyzed the case of the Colombian digital ID app (“Cédula Digital”) during the second half of 2024 and early 2025. Very little is known about its functionality, and public information about how it...

Bogotá
since 2025
Identity, Official digital identity systems, Evaluate impact
reports
openai.com/index/defining-and-evaluating-political-bias-in-llms

Defining and evaluating political bias in LLMs

This post is the culmination of a months-long effort to translate principles into a measurable signal and develop an automated evaluation setup to continually track and improve objectivity over time.

Polarization, Artificial Intelligence, Evaluate impact
ChatGPT
UN Sustainable Development Goals
sdgs.un.org/goals

UN Sustainable Development Goals

[A]n urgent call for action by all countries - developed and developing - in a global partnership

since 2015
Evaluate impact, Indicators
United Nations
Nebraska's 2025 Civic Health Index
civicnebraska.org/chi-cover

Nebraska's 2025 Civic Health Index

Lincoln, NE
since 2025
Indicators, Evaluate impact
reports
The Inscrutable Code? The Deficient Scrutiny Problem of Automated Government
papers.ssrn.com/sol3/papers.cfm?abstract_id=5028040

The Inscrutable Code? The Deficient Scrutiny Problem of Automated Government

This paper argues that automated decision-making in UK public administration lacks adequate scrutiny, and proposes regulatory safeguards through mandatory pre-deployment impact assessments and algorit...

Oxford, UK
since 2024
Automated Decision-making Systems (ADS), Govtech, Evaluate impact
Caltrans Performance Measurement System (PeMS)
docs.compiler.la/pems

Caltrans Performance Measurement System (PeMS)

PeMS is open-source software that is designed, developed, and maintained by Compiler LLC on behalf of Caltrans Traffic Operations.

Los Angeles, CA
Evaluate impact
mass transit
AI Safety Index
futureoflife.org/wp-content/uploads/2025/07/FLI-AI-Safety-Index-Report-Summer-2025.pdf?utm_source=Burnes+Center+List&utm_campaign=679690b19a-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_8331c04252-44815c7f8e-683651584

AI Safety Index

The Future of Life Institute's AI Safety Index provides an independent assessment of seven leading AI companies' efforts to manage both immediate harms and catastrophic risks from advanced AI systems.

since 2025
Ethical tech and responsible tech, Artificial Intelligence, Report cards and audits
reports
l'Observatoire citoyen des engagements municipaux
malakoff.fr/9-3634/actualites/fiche/observatoire-citoyen-des-engagements-municipaux-la-restitution.htm

l'Observatoire citoyen des engagements municipaux

40 habitantes et habitants volontaires pour faire partie de l'Observatoire citoyen des engagements municipaux, ont évalué un par un, les 150 engagements de la mandature 2020-2026.

Malakoff
since 2025
Evaluate impact, Promise trackers, Sortition & Citizen Assemblies
city
United Nations E-Government Knowledgebase (UN-EgovKB)
publicadministration.un.org/egovkb

United Nations E-Government Knowledgebase (UN-EgovKB)

The United Nations E-Government Knowledgebase (UN-EgovKB) is a benchmarking tool that provides a comparative assessment of the e-government development of UN Member States.

Evaluate impact, Indicators, Govtech
United Nations, comparative
Democracy Levels
democracylevels.org

Democracy Levels

A shared language for democratic AI

San Francisco
since 2025
Artificial Intelligence, Governance of AI, Evaluate impact
Government AI Landscape Assessment
codeforamerica.org/explore/government-ai-landscape-assessment/?utm_campaign=16198248-2025-ai-landscape-assessment&utm_medium=email&_hsenc=p2ANqtz-9LPs9jF0r25qvuWzvFbA167nHNMVDCB1zFFv627pGnwsq9DjaJThLrPdPWU99Vo6BA7KN1uaXuh4ftskiHsF6B759P3g&_hsmi=370331365&utm_content=370331363&utm_source=hs_email

Government AI Landscape Assessment

Most states are navigating early or developing phases in these categories, building foundational capabilities while defining governance structures and strategic direction. But a few have emerged as na...

San Francisco
since 2025
Reports, Artificial Intelligence, Evaluate impact
state
Good Work Algorithmic Impact Assessment
ifow.org/publications/good-work-algorithmic-impact-assessment-an-approach-for-worker-involvement

Good Work Algorithmic Impact Assessment

Supported by the UK Information Commissioner’s Office (ICO) Grants Programme, this guidance is designed to help employers and engineers to involve workers and their representatives in the design, deve...

London
since 2023
Artificial Intelligence, Evaluate impact, Celebrating public service and public servants
labor
ohsomeNow Stats
stats.now.ohsome.org/about

ohsomeNow Stats

ohsomeNow Stats is being developed and provided by HeiGIT (Heidelberg Institute for Geoinformation Technology) and offers up-to-date and global scale overview statistics on mapping activity in OpenStr...

Heidelberg
Evaluate impact, Disaster response and humanitarian tech, Indicators
No Kings Day protests unofficial attendance crowdsourcing
docs.google.com/spreadsheets/d/158rlsPk0jxXwh3GIKl2YP1W84dPLC_2RXZnMjaG5bVw/edit?gid=0#gid=0

No Kings Day protests unofficial attendance crowdsourcing

Google Sheet aggregating attendance estimates at hundreds of No Kings Day protests in the US and beyond in 2025

United States of America 🇺🇸
since 2025
Evaluate impact, Advocacy tech, Organize campaigns
Global Youth Participation Index
gypi.epd.eu

Global Youth Participation Index

The GYPI is the first global tool that tracks and compares youth political participation in over 130 countries, measuring indicators like electoral inclusion, civic engagement, youth representation in...

Brussels
since 2025
Evaluate impact, Indicators, Citizen Engagement
youth
No Royal Road: Finding and Following the Natural Pathways in Advocacy Evaluation
evaluationinnovation.org/publication/no-royal-road-finding-and-following-the-natural-pathways-in-advocacy-evaluation

No Royal Road: Finding and Following the Natural Pathways in Advocacy Evaluation

This brief proposes adjustments for how we think about and approach advocacy monitoring, evaluation, and learning.

Evaluate impact
guides
Exploring a Career in Evaluation & Learning
youtube.com/watch?v=DM7f4nz6uAs

Exploring a Career in Evaluation & Learning

Data Umbrella's practical introduction to the field of program evaluation

since 2025
Find a job or hire someone, Evaluate impact
guides
Zeno
zenoml.com

Zeno

AI Evaluation Made Easy

Artificial Intelligence, Evaluate impact, AI Auditing
Consult Evaluation: Scottish Government’s Non-surgical cosmetic procedures consultation
ai.gov.uk/docs/Scot_Gov_NSCP_Evaluation_Report.pdf

Consult Evaluation: Scottish Government’s Non-surgical cosmetic procedures consultation

"Consult was generally good at identifying the themes in a given consultation response."

10 Downing Street
since 2025
Evaluate impact, Artificial Intelligence, Participatory democracy
reports
Deliberative Approaches to Inclusive Governance
mediatechdemocracy.com/deliberative-approaches-to-inclusive-governance

Deliberative Approaches to Inclusive Governance

From world-leading experts in deliberative democracy, civic technology, and AI governance we introduce a seven-part essay series exploring how deliberative democratic processes like citizen’s assembli...

Montreal, QC, Canada
since 2025
Learn about civic tech, Evaluate impact, Fieldwide resources
Impacts of Participatory Budgeting
peoplepowered.org/research-data

Impacts of Participatory Budgeting

This resource highlights 19 key findings on the short- and long-term impacts of participatory budgeting on people, communities, and governments.

since 2025
Participatory budgeting, Evaluate impact
SAAFE DelibTech
delibtech.com

SAAFE DelibTech

Human-centred principles for the design and implementation of deliberative technologies

United Kingdom of Great Britain and Northern Ireland 🇬🇧
Engagement tech, Participatory democracy, Trustmarks
The Impact Map
theimpactproject.org/the-impact-map

The Impact Map

The Impact Map provides timely data—as it becomes available—on policy, funding, and workforce changes and their localized effect. This tool is currently in beta and will continue evolving, so you may...

United States of America 🇺🇸
since 2025
Civic maps, Civic data, Supporting public sector from outside government
Project 2025
Lukim Gather
lukimgather.org

Lukim Gather

How do we ensure that community data from Papua New Guinea’s protected areas is reported and heard?

Williamsburg, VA
Environmental data, Crowdsourcing, Evaluate impact
biodiversity, animals, apps
Generative AI Accountability Indicators (GAIA)
rankingdigitalrights.org/2023/07/26/provide-feedback-on-rdrs-draft-generative-ai-accountability-indicators

Generative AI Accountability Indicators (GAIA)

Soon Ranking Digital Rights will release the Generative AI Accountability Scorecard, evaluating major consumer-facing generative AI services’ respect for the human rights to privacy, non-discriminatio...

740 15th Street, N.W., Suite 900 Washington, DC 20005
since 2025
Artificial Intelligence, Evaluate impact, Data schemas and standards
Digital Good Index
digitalgood.net/digital-good-index

Digital Good Index

The Digital Good Network will produce a Digital Good Index which can be used to evaluate digital innovations to ensure good societal outcomes.

United Kingdom of Great Britain and Northern Ireland 🇬🇧
Evaluate impact
DigiAdGood
digitalgood.net/dg-research/digiadgood-creating-digital-advertising-metrics-for-good

DigiAdGood

DigiAdGood seeks to create new digital advertising principles and measurement frameworks that go beyond this and better align human and business goals.

United Kingdom of Great Britain and Northern Ireland 🇬🇧
Advertising, Evaluate impact, Ethical tech and responsible tech
The 2022 Ranking Digital Rights Telco Giants Scorecard
rankingdigitalrights.org/tgs22

The 2022 Ranking Digital Rights Telco Giants Scorecard

Ranking Digital Rights's inaugural Telco Giants Scorecard reveals that telecom companies, despite being gatekeepers of the internet for most of the world, are less transparent overall and more suscept...

740 15th Street, N.W., Suite 900 Washington, DC 20005
since 2022
Evaluate impact, Connectivity, Report cards and audits
reports
GitLab Foundation Learning for Action Fund
gitlabfoundation.org/partnerships/learning

GitLab Foundation Learning for Action Fund

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...

United States of America 🇺🇸
since 2024
Evaluate impact
Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work
arxiv.org/abs/2411.09222

Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work

In this paper, building on insights from the theory and practice of deliberative democracy, we provide a "Democracy Levels" framework for evaluating the degree to which decisions in a given domain are...

San Francisco
since 2024
Peer-reviewed research, Artificial Intelligence, Governance of AI
E-Government Development Index
publicadministration.un.org/egovkb/en-us/About/Overview/-E-Government-Development-Index

E-Government Development Index

The E-Government Development Index presents the state of E-Government Development of the United Nations Member States.

Evaluate impact, Digital transformation, Govtech
United Nations
E-Participation Index (EPI)
publicadministration.un.org/egovkb/en-us/About/Overview/E-Participation-Index

E-Participation Index (EPI)

A country’s EPI reflects the e-participation mechanisms that are deployed by the government as compared to all other countries.

since 2003
Evaluate impact, Govtech, Participatory democracy
United Nations
Fonselp
fonselp.org

Fonselp

We are a non-profit organization that has created the ideal platform, a SFRM (Sustainability Flow Relationship Manager), to donate, make responsible purchases, measure the impact of your teams, and co...

Buenos Aires
Fundraising tools, Get funding, Manage volunteers
Civic Information Index
civicinfoindex.org

Civic Information Index

The Civic Information Index uses data to map drivers of engaged, informed, equitable, and healthy communities nationwide.

Internews Network, 15th Street Northwest, Washington, DC
since 2025
Civic data, Evaluate impact, Indicators
local, census, reports
Africa Open Parliament Index (OPI)
parliamentafrica.com/opi

Africa Open Parliament Index (OPI)

The Index will enable civil society to work together with national and regional parliaments to identify systemic challenges to achieving parliamentary openness and to co-create reforms that will stren...

GE185-7537 BOHYE ROAD (ECOWAS HIGHWAY), NEW ASHONGMAN ESTATE, ACCRA GHANA
since 2022
Evaluate impact, Parliamentary and congressional monitoring, Reports
Pitfalls of Aiming to Empower the Bottom from the Top: The Case of Philippine Participatory Budgeting
accountabilityresearch.org/publication/pitfalls-of-aiming-to-empower-the-bottom-from-the-top-the-case-of-philippine-participatory-budgeting

Pitfalls of Aiming to Empower the Bottom from the Top: The Case of Philippine Participatory Budgeting

Paper by Joy Aceron, 2019. This paper explains why and how a reform program that opened up spaces for participatory budgeting was ultimately unable to result in pro-citizen power shifts that transform...

since 2019
Reports, Evaluate impact, Participatory budgeting
reports
Accountability Research Center (ARC)
accountabilityresearch.org

Accountability Research Center (ARC)

Accountability Research Center bridges research and frontline perspectives to learn from ideas, institutions, and actors that advance strategies to improve public and corporate accountability. Learn m...

Washington, DC
Academia, Research and policy centers, Evaluate impact
GOV.UK Service Standard Reports
gov.uk/service-standard-reports

GOV.UK Service Standard Reports

Assessments of government programs provided by the Central Digital and Data Office

United Kingdom of Great Britain and Northern Ireland 🇬🇧
Govtech, Evaluate impact
United Kingdom (government)
GovTech Maturity Index (GTMI)
worldbank.org/en/programs/govtech/gtmi

GovTech Maturity Index (GTMI)

The GovTech Maturity Index (GTMI) was developed as part of the GovTech Initiative to introduce a measure of GovTech maturity in four focus areas — supporting core government systems, enhancing service...

Washington, DC
since 2020
Govtech, Evaluate impact, Indicators
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