# Equity-centered data modernization/transformation **URL:** \ **Category:** Questions\ **Created:** [May 13, 2022, 4:31pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680 "2022-05-13T16:31:45Z")\ **Posts on this page:** 12\ **Page:** 1
**Author:** ![sara\_chang](https://community.weallcount.com/user_avatar/community.weallcount.com/sara_chang/32/81_2.png) [@sara\_chang](https://community.weallcount.com/u/sara_chang)\ **Post date:** [May 13, 2022, 4:31pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/1 "2022-05-13T16:31:45Z")
Hello! I’m looking for models/frameworks that describe what “equity-centered data systems” are and competencies/progress/pathways to move systems in that direction. In public health, I’m aware of recommendations from RWJF, but they’re still fairly high level and don’t dive into the specifics of what data modernization can/should look like when centered on equity. Thank you for any advice and insight! ---
**Author:** ![Heather](https://community.weallcount.com/user_avatar/community.weallcount.com/heather/32/6_2.png) [@Heather](https://community.weallcount.com/u/Heather)\ **Post date:** [May 17, 2022, 2:57pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/2 "2022-05-17T14:57:02Z")
Hey @sara_chang! Are you looking for examples of how to improve equity when collecting data, developing research questions, or reporting on data etc? Or when you use terms like “data systems” and “data modernization” are you looking more for technical advice about data warehousing, data infrastructure, etc? I just don’t want to misunderstand and point you in a useless direction! 😛 ---
**Author:** ![jenrose](https://community.weallcount.com/letter_avatar_proxy/v4/letter/j/e0b2c6/32.png) [@jenrose](https://community.weallcount.com/u/jenrose)\ **Post date:** [May 20, 2022, 12:50am UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/3 "2022-05-20T00:50:01Z")
Hey. I too would like to hear more context for this query. I might know some useful resources but would love a little more detail about what you are looking for. Are you working in a public health context? ---
**Author:** ![beenishk](https://community.weallcount.com/letter_avatar_proxy/v4/letter/b/b19c9b/32.png) [@beenishk](https://community.weallcount.com/u/beenishk)\ **Post date:** [May 24, 2022, 4:12pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/4 "2022-05-24T16:12:22Z")
Hey! Yes, would love to hear more context as well – adding to what has been asked above, at what level (community, local, state) and sector are you working and/or wanting to apply a model/framework? ---
**Author:** ![hannahre](https://community.weallcount.com/user_avatar/community.weallcount.com/hannahre/32/190_2.png) [@hannahre](https://community.weallcount.com/u/hannahre)\ **Post date:** [May 24, 2022, 8:40pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/5 "2022-05-24T20:40:53Z")
Nothing to share that hasn’t been said, but I’m looking forward to seeing the resources that come from this thread! We’re working on similar questions in DC. ---
**Author:** ![sara\_chang](https://community.weallcount.com/user_avatar/community.weallcount.com/sara_chang/32/81_2.png) [@sara\_chang](https://community.weallcount.com/u/sara_chang)\ **Post date:** [June 2, 2022, 2:59am UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/6 "2022-06-02T02:59:54Z")
Hi, everyone! Thanks so much for the questions and interest, and your patience as I waded through conferences and subsequent vacation. X-) I’m working in a public health context mainly at the state level to support agencies wanting to move toward equity-centered data systems. I’m curious if there are frameworks/models to show what “equitable data infrastructure” means - what are the characteristics, how do you measure progress/maturity, how are communities and partners engaged? There is a lot of money in public health data modernization right now (primarily due to COVID response and recovery funds) and redesigning systems with equity in the center has been a topic of conversation in many of the circles I’m in. I’m just struggling on resources and guidance on what that means and how agencies can make progress on this! Where do they start? How can they assess what action they can take? How have others implemented this? Thanks for any insights and suggestions. 🙂 ---
**Author:** ![jenrose](https://community.weallcount.com/letter_avatar_proxy/v4/letter/j/e0b2c6/32.png) [@jenrose](https://community.weallcount.com/u/jenrose)\ **Post date:** [June 3, 2022, 1:57am UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/7 "2022-06-03T01:57:26Z")
This recent work by [data.org](http://data.org) came to mind: [https://data.org/wp-content/uploads/2022/02/ReCode-Report.pdf](https://data.org/wp-content/uploads/2022/02/ReCode-Report.pdf) I will think more on this. ---
**Author:** ![hannahre](https://community.weallcount.com/user_avatar/community.weallcount.com/hannahre/32/190_2.png) [@hannahre](https://community.weallcount.com/u/hannahre)\ **Post date:** [June 3, 2022, 4:58pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/8 "2022-06-03T16:58:00Z")
This is an amazing resource - thank you so much for sharing! ---
**Author:** ![sara\_chang](https://community.weallcount.com/user_avatar/community.weallcount.com/sara_chang/32/81_2.png) [@sara\_chang](https://community.weallcount.com/u/sara_chang)\ **Post date:** [June 15, 2022, 4:26am UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/9 "2022-06-15T04:26:46Z")
What a spectacular resource - thank you for sharing this! ---
**Author:** ![sara\_chang](https://community.weallcount.com/user_avatar/community.weallcount.com/sara_chang/32/81_2.png) [@sara\_chang](https://community.weallcount.com/u/sara_chang)\ **Post date:** [July 13, 2022, 5:44pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/10 "2022-07-13T17:44:00Z")
Hi, everyone! A colleague shared this resource with me and I thought you all might find it helpful, too. It specifically focuses on data integration, but includes case studies, considerations, and key questions for each part of the data life cycle. [Centering Racial Equity – Actionable Intelligence for Social Policy](https://aisp.upenn.edu/centering-equity/) ---
**Author:** ![Hans](https://community.weallcount.com/user_avatar/community.weallcount.com/hans/32/14_2.png) [@Hans](https://community.weallcount.com/u/Hans)\ **Post date:** [August 12, 2022, 12:49pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/11 "2022-08-12T12:49:12Z")
@sara_chang & @jenrose LOVE these resources! Would you be willing to repost them in our [Resources](https://community.weallcount.com/c/resources/16) category too? I think they are cool enough that we don’t want them buried in just this specific question! 🙂 ---
**Author:** ![h\_starr](https://community.weallcount.com/letter_avatar_proxy/v4/letter/h/e56c9b/32.png) [@h\_starr](https://community.weallcount.com/u/h_starr)\ **Post date:** [August 25, 2022, 8:36pm UTC](https://community.weallcount.com/t/equity-centered-data-modernization-transformation/680/12 "2022-08-25T20:36:40Z")
Hi Sara! I would love to meet and learn from your learnings on this as well. I work at the AZ state health department and although I’m not working directly on our data infrastructure, I’m trying to learn how to align my work with those who are working on it, bring more partners into the picture, advocate for data sharing and transparency, etc. Please reach out if you’d like to chat! [holly.starr@azdhs.gov](mailto:holly.starr@azdhs.gov)