Video & Transcript Research : 'data disaggregation'

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CA

California 2025-2026 Regular Session

Assembly Health Committee Jun 30th, 2026

Health

Transcript Highlights:
  • And so we'll analyze that data.
  • We'll get the data. But transparency is the first step.
  • It's just data reporting. And that's fine.
  • SB 1271 addresses this disaggregated pathway by leveraging the state's current data collection to include
  • SB 1271 provides a practical, data-driven... ...solution.
Keywords: 988, house, all
CA

California 2025-2026 Regular Session

Assembly Health Committee Jun 30th, 2026

Transcript Highlights:
  • And so we'll analyze that data.
  • We'll get the data.
  • It's just data reporting. And that's fine.
  • SB 1271 addresses this disaggregated pathway by leveraging the state's current data collection to include
  • SB 1271 provides a practical data-driven solution.
Summary: The Assembly Health Committee heard several measures, beginning with SB 331 by Sen. Menjivar, which would require large-group health plans to cover hearing aids for children. The author and supporters described the bill as a long-running effort to address a developmental emergency and reduce out-of-pocket costs for families, while opponents were absent. Testimony from parents, advocates, medical experts, and organizations emphasized the importance of early access to hearing aids; committee members voiced strong support, and the bill was moved on a do-pass basis to Appropriations, with several members requesting to be added as coauthors. The committee then heard SB 608, also by Sen. Menjivar, to expand access to condoms in school-based health centers and related settings and to prevent barriers such as ID checks. Supporters, including students and school health advocates, argued the bill would improve sexual health and reduce stigma, while opponents from family and faith groups argued it would undermine parental authority and normalize early sexual activity. The bill was supported by committee members and moved forward on a do-pass basis to Appropriations. Next, SB 971 by Sen. Choi proposed community-based healthy aging partnerships for older adults, with testimony from the California Senior Legislature and supporters from aging and dementia organizations. The measure was described as voluntary and focused on connection, independence, and local collaboration; there was no opposition, and the committee moved it on a do-pass basis to Appropriations. The committee also heard SB 869 by Sen. Weber Pierson, which would require warning icons and statements on chain restaurant menus for beverages with very high added sugar content. Supporters framed it as a transparency and public health measure, while restaurant and beverage industry representatives opposed it unless amended, citing cost and menu-space concerns; the bill was nevertheless moved on a do-pass basis to Appropriations after a roll call vote, with some members voting no and the measure placed on call. The committee also considered SB 950 by Sen. Weber Pierson, aimed at ensuring timely coverage of FDA-approved, medically necessary treatments for early-onset Alzheimer’s disease on commercial plans. Supporters, including the Alzheimer’s Association and a patient advocate, said the bill would reduce delays and barriers to care, while health plan representatives opposed it over step therapy and utilization-management concerns. Members discussed the limited treatment window and the need for early access, and the bill was moved on a do-pass basis to Appropriations. In addition, SB 490 by Sen. Umberg would set timelines for DHCS investigations of unlicensed sober living homes and allow counties to assist if the department cannot act in time; supporters from Anaheim and a patient-brokering survivor described serious abuse and oversight gaps, while county behavioral health representatives opposed the county role as an unfunded and potentially liability-creating burden. After discussion, the bill was also moved on a do-pass basis to Appropriations. Finally, the committee began hearing SB 1037 by Sen. Weber Pierson on health insurance affordability and rate review, with supporters arguing it would tie premium increases more closely to affordability targets and public reporting; the transcript cuts off before the committee completed action on that measure.
TX

Texas 89th Regular

Public Education Mar 6th, 2025

Public Education

Transcript Highlights:
  • suggested language in my written testimony for how y'all could modify that. basically for one year of data
  • Actually have received from the state over the past 12 years is the same data it well it's Same data,
  • I look at the PEIMS data for San Marcos and y'all actually...
  • We don't have any data to back that up. Is that right.
  • I'm just looking for some real data.
Bills: HB2, HB2
US
Transcript Highlights:
  • Before pouring data science on the problem, we need solid, reliable ground-truth data and a human-in-the-loop
  • to ensure data reliability.
  • So I built a model to pull in economic data, weather data, and all sorts of other information.
  • Would he grab the state data and CMS do the match? Would you do a match to private data?
  • To what data?
Summary: The meeting was chaired by Chairman Schweikert and involved a comprehensive discussion on how to utilize artificial intelligence (AI) for reducing waste, fraud, and improper payments within federal programs. Key witnesses, including Mr. Andrew Canarsa from the Council of the Inspectors General, provided insights on the potential of AI in enhancing government efficiency. The committee emphasized the importance of reliable data and thorough examination of AI application to avoid unintended consequences while addressing the estimated $162 billion in improper payments reported by the federal government. Concerns were raised regarding the recent firing of inspectors general and the impacts that could have on oversight and accountability processes.
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 3/10/26

Judiciary Finance and Civil Law

Transcript Highlights:
  • ...there's strong data protections.
  • Providers can't sell data. This is in a slightly different portion. It's in 71 to 73.
  • So, the provider is not subject to the Government Data Practices Act. So, um, Mr.
  • the individual data from any data they need to make determinations in terms of updating their systems
  • <01:19:37.520> does provider that has this data does provider that has this data does disclose
Summary: The committee approved the minutes from March 5 by voice vote and welcomed new member Representative Van Binsbergen. It then took up House File 2354, which Chair Liebling moved to re-refer to the Public Safety Finance and Policy Committee. Representative Norris presented the bill as an updated version of the Medical Assistance Protection Act, aimed at strengthening the Attorney General’s Medicaid Fraud Control Unit, closing loopholes, equalizing fraud penalties, and increasing penalties for large-scale Medicaid fraud. Attorney General Ellison said the bill would add 18 specialized staff to the unit, moving it from 32 to 50 positions, and argued the federal-state matching structure makes the Attorney General’s office the proper home for the funding because the unit is dedicated to Medicaid fraud work. Nick Wonka, director of the Medicaid Fraud Control Unit, explained the bill’s provisions affecting committee jurisdiction: expanded subpoena authority to obtain financial account contents in provider-fraud investigations, conforming legal representation language to preserve the unit’s authority, venue changes to allow charging in counties where parts of the offense occurred, and a restitution change to let courts order restitution for related conduct in the same scheme. He said the subpoena change would speed investigations and align the Attorney General’s authority with other agencies, and that the restitution change would help recover more fraudulently obtained Medicaid funds. No public testimony was offered. Members questioned why the funding should go to the Attorney General’s office rather than the BCA, whether the new records authority was federally required, how the venue language would work across state lines, and whether the added FTEs indicated the fraud problem was larger than expected. Ellison and Wonka responded that the federal grant requires the work to stay within the Medicaid Fraud Control Unit, that the unit’s investigators are specialized and work with, but separate from, law enforcement, and that the venue provision applies only within Minnesota while out-of-state matters would be referred to the appropriate authorities. The amendment that had been posted was withdrawn and not offered.
MN

Minnesota 2025 1st Special Session

House Health Finance and Policy Committee 3/10/25

Health Finance and Policy

Transcript Highlights:
  • <00:34:37.639> partner<00:34:38.000> when key data p uh uh key data partner when key
  • data p uh uh key data partner when it<00:34:38.240> comes<00:34:38.440> to<00:34:38.599
  • We have some key data elements missing, and so we are looking to address some of those data issues.
  • <00:46:33.240> we<00:46:33.359> need data sources to give us the data we need data
  • I want to say I really appreciate the attention to detail here around disaggregated data in real time
Bills: HF696, HF1429, HF1379
MN

Minnesota 2025-2026 Regular Session

State Committee Meeting - 2025-03-27

State Government Finance and Policy

Transcript Highlights:
  • Section 3 allows changes to the Government Data Practices Act.
  • Section 5 deals with data sharing. Section 6 deals with legislative and budget proposal data.
  • This bill aims to improve the data challenge appeal process and to protect private data.
  • The bill proposes to update the data challenge appeal process.
  • This ensures that private data stays private during the dissemination of incorrect or incompatible data
MN

Minnesota 2025 1st Special Session

House State Government Finance and Policy Committee 3/27/25

State Government Finance and Policy

Transcript Highlights:
  • Section 5 deals with data sharing. Section 5 deals with data sharing.
  • budget proposal data. budget proposal data.
  • data sharing as well. data sharing as well.
  • for data collection standards. for data collection standards.
  • when collecting demographic data. when collecting demographic data.
HI

Hawaii 2026 Regular Session

CPC Public Hearing - Tue Feb 10, 2026 @ 2:00 PM HST

Consumer Protection & Commerce

Transcript Highlights:
  • if subject to a pending keep the data if subject to a pending investigation<00:49:38.079> for
  • Um because sometimes<00:49:51.680> that<00:49:52.000> data<00:49:52.240> is<00:49
  • :52.480> very<00:49:52.720> useful<00:49:53.040> for sometimes that data is very
  • useful for sometimes that data is very useful for domestic<00:49:53.760> violence<00:49:54.160
  • make it public but to archive the data make it public but to archive the data for<00:50:01.200><
Summary: The committee on Consumer Protection and Commerce met on February 10, 2026, and heard testimony on several bills. HB 1849 relating to licensing drew comments from DCCA’s Professional and Vocational Licensing Division and the Hawaii Real Estate Commission, both of which stood on written testimony. The Hawaii Coalition for Immigrant Rights testified in strong support, emphasizing that some immigrants, including DACA recipients, are already contributing in Hawaii and that the state should help create pathways for them to remain and advance professionally. No vote or final action was taken on HB 1849 during the portion shown. The committee then heard HB 2000, the wheelchair right-to-repair bill. Encart opposed the measure, arguing that repair delays are largely driven by insurance prior authorization and that wheelchair repairs involve FDA-regulated medical devices where improper repairs could create health risks. Peter Fritz testified in support, saying the bill was modeled on similar laws in other states and that he had personal experience through his sister’s use of a wheelchair. Members questioned whether repairs done outside insurer networks might not be reimbursed, and Fritz said that was a concern but that the need for timely repair outweighed it. The committee also discussed HB 1753 on social media, where DCCA’s Office of Consumer Protection supported the bill but suggested an amendment to the definition of personal information. On HB 1511 relating to consumer protection, DCCA’s Insurance Division supported the bill, while the Alliance for Automotive Innovation and the Hawaii Automobile Dealers Association offered comments seeking to preserve legitimate manufacturer and dealer communications about vehicles, warranties, recalls, and related services. The committee also took up HB 276 HD1 and HB 1513 on condominiums. The Hawaii Real Estate Commission offered comments on HB 276 HD1. For HB 1513, the Hawaii Green Infrastructure Authority supported the bill, but DCCA’s Insurance Division opposed it, warning that diverting HHRF funds could weaken reinsurance arrangements and raise premiums for consumers who rely on the fund. Members questioned whether the proposed condo loan program would need HHRF money and whether the amounts in the bill were necessary, and the division said it opposed using HHRF for that purpose. The committee also heard HB 2188 on housing, where OCP supported the measure and the Hawaii Association of Realtors raised concerns about conflicts with the Fair Credit Reporting Act and the use of tenant screening reports, noting that a working group is already addressing landlord-tenant issues. Members asked OCP to research how other states handle similar laws and whether additional language is needed to avoid federal conflict. Finally, on HB 1876 relating to mental health, the Department of Health’s Adult Mental Health Division supported the bill but said it remains opposed to harmful, non-evidence-based treatment modalities; Pride at Work Hawaii also testified in strong support. No final votes or committee decisions were reported in the excerpt.
AZ

Arizona 2026 Regular Session

02/11/2026 - House Science & Technology

Science & Technology

Transcript Highlights:
  • The challenge isn't a lack of data.
  • So that's a lot of data points and information. So that's a lot of data points and information.
  • The data that actually feeds into AI systems is a lot of times obfuscated.
  • You may even breach the system, but you can't use the data.
  • Send it to people's data. We don't care. But Treasury will not.
Bills: HB2809
Summary: The Committee on Science and Technology heard two informational presentations before taking up its only bill, HB 2809. The first presentation, from the University of Arizona, focused on fusion energy research and commercialization. The presenter described fusion as a clean, safe, long-term energy source with major potential for Arizona, emphasized growing U.S. and Chinese investment in the field, and argued that Arizona could become a hub for fusion supply chains, talent, and deployment. Members asked about timelines, regulation, and how fusion might compare with small modular reactors and other energy sources; the presenter said fusion could be commercially deployable in roughly 12 to 15 years if public-private investment continues. The second presentation, from XRDNA, described a spatial-temporal addressing system for physical objects and events, aimed at improving coordination across space, infrastructure, logistics, and defense. The company said it is testing with Space Force and launch providers, uses AI provenance tools, and sees its main near-term use case in logistics and space operations. HB 2809 would require state agencies handling sensitive data, including elections, public safety, benefits, finance, and infrastructure information, to implement post-quantum encryption meeting or exceeding CMMC 2.0 validation, using a U.S.-based vendor and U.S.-developed, manufactured, or maintained components. An amendment clarified that agencies would not be required to connect offline systems to the internet to install encryption, and that agencies could use offline methods such as removable media. The sponsor argued the bill is needed because Arizona’s legacy systems are vulnerable, cited prior cyber incidents and audit findings, and said the bill would secure data even on older systems while keeping the encryption key with the Auditor General. Members generally supported the concept but raised questions about implementation, costs, the Auditor General’s role, and the need for more stakeholder input. No one signed in opposition; the Secretary of State’s office was noted as neutral. The committee adopted the Pingarelli amendment and then passed HB 2809 as amended on a 9-0 vote, giving it a due pass recommendation. Several members explained their yes votes as support for the bill’s goal while emphasizing the need for careful implementation and broader discussion. The meeting then adjourned.
TX

Texas 89th Regular

89th Legislative Session May 22nd, 2025

Texas House Floor Meeting

Transcript Highlights:
  • This will help have better data.
  • Data field read readily available.
  • Data set is our most intimate details.
  • , our data is being passed on to other groups, our data is being utilized for other things. things.
  • We talk about what you can do with the data.
FL

Florida 2026 Regular Session

Health Policy Feb 11th, 2026

Health Policy

Transcript Highlights:
  • We've prioritized data transparency.
  • information, and the other with enhanced data on prescribed drug pricing transparency.
  • We'll review data quarterly with the plans to see if their interventions are actually working.
  • So our team works to look at trend data to identify opportunities for education and training that can
  • We'll continue to push transparency both financially and in the data that we make publicly available.
Summary: The committee took up several health-related bills and confirmations. It first heard SB 1414 on congenital cytomegalovirus education, which would require the Department of Health to develop and distribute educational materials to expectant and new parents through maternity, prenatal, newborn, and OB-GYN settings; an amendment removed a section on required instruction for medical professionals, and the bill was reported favorably as a committee substitute. The committee then approved a block of appointees on tabs 2 through 7 and separately confirmed Chavon Harris as Secretary of the Agency for Health Care Administration after her testimony on Medicaid accountability, transparency, managed care oversight, rural health, behavioral health, and the state’s technology modernization efforts. Senators asked Harris about Hope Florida, Medicaid redeterminations, the CORE project, an anti-marijuana ad campaign at DCF, and compliance with a federal Medicaid-related court order; she said she would follow up on some issues. The confirmation was recommended favorably, with Senator Berman voting no. The committee next passed SB 186 on student health and safety, which expands epilepsy and seizure-disorder training requirements to more school personnel, including bus drivers and charter school staff, and requires seizure-first-aid posters and updated Department of Health education efforts. It also approved SB 902 on Department of Health issues after amendments narrowed the bill’s scope and added provisions on medical marijuana regulation, early childhood intervention, practitioner accountability, and autism workforce development; one speaker raised concerns about marijuana dispensary location restrictions and low-THC ratios. SB 196 creating a uterine fibroid research database was also reported favorably after an amendment protecting patient privacy; the bill drew emotional testimony from a patient describing severe symptoms and the need for more research. SB 688 on naturopathic medicine was approved after committee discussion about scope of practice, referral obligations, and whether naturopathic care should be adjunctive to conventional medicine; supporters described complementary care and access issues, while opponents worried about delayed treatment for serious disease. Later, the committee passed SB 1574, “Maddie’s Law,” to add biliary atresia screening to newborn screening using the same blood specimen already collected at birth and to launch an education campaign; parents of a child affected by the disease testified that earlier screening could have prevented severe harm. SB 878 on clinical laboratory personnel was reported favorably to address staffing shortages by allowing Florida to rely more directly on federal CLIA standards for qualified lab workers. SB 1092 on podiatric medicine was approved after an amendment narrowed it to cellular/tissue-based products and podiatrists’ use of certain therapies; the bill also addresses continuing education, informed consent, and advertising disclosures. SB 1032 on medical marijuana was amended and passed, aligning physician certification and card renewal timelines, setting 70-day and 35-day supply limits, and reducing the fee for honorably discharged veterans while preserving funding for FAMU; Senator Harrell opposed it, saying the longer timeframes were too much of an expansion. The committee also heard SB 1760 on Medicaid coverage transparency from Senator Brodeur, who said the bill focuses on accountability and fiscal responsibility, but the transcript cuts off before further discussion or action on that measure.
CA
Transcript Highlights:
  • And the data backs this up.
  • We use disaggregated data to identify the students with the most need because of these equity gaps that
  • And so one big ask for me is to have those university administrators give us that data and provide us
  • And so it's a clear data table where it showcases a big percentage of CSU students and their opinions
  • A lot of the time, there are issues with data collection.
Summary: The Assembly Higher Education Committee held an oversight hearing on how federal actions are affecting California higher education, with opening remarks from the chair and members emphasizing the importance of state-federal shared governance and the need to protect access, affordability, and campus diversity. The first panel included leaders from the CSU, University of the Pacific, California Community Colleges, and UC, who described broad impacts from federal grant terminations, changes to student aid, loan limits, visa and immigration policy, and proposed reductions to research support. Testimony focused on the elimination of Grad PLUS loans, caps on Parent PLUS and Pell-related changes, the loss or suspension of hundreds of grants, and the resulting harm to student support services, research, workforce pipelines, food assistance, and health care training. UC and CSU representatives warned of major losses in research funding, indirect cost reimbursement, and student opportunities, while community college leaders highlighted uncertainty around federal grants and the need to maintain services for low-income, first-generation, undocumented, and other vulnerable students. Committee members asked how the state could respond, including through intersegmental partnerships, dual enrollment, transfer pathways, and support for basic needs and nutrition programs. Witnesses said California could help by sustaining financial aid, protecting minority-serving institution programs, and investing in research, housing, and workforce development. Several speakers stressed that federal changes were creating instability for students and campuses, and that the effects would likely be long-lasting, especially in health care, teaching, STEM, and social work pipelines. A second panel then focused on equitable access. The California Student Aid Commission described state efforts such as the $3.9 billion investment in aid programs, the Cal Grant system, the Dream Act, and possible reforms to better serve adult learners, foster youth, undocumented students, and students with dependents. The Los Angeles Community College District reported that federal cuts and policy shifts are discouraging students from applying for aid, threatening TRIO and MSI/HSI-funded services, and reducing support for basic needs, counseling, and workforce programs. The Association of Independent California Colleges and Universities and the CSU Academic Senate echoed concerns about FAFSA confusion, international student restrictions, grant losses, and the erosion of equity-focused programs. No formal votes or legislative actions were taken during the hearing; the committee primarily received testimony and discussed possible state responses.
CA

California 2025-2026 Regular Session

Assembly Floor Session Sep 11th, 2025

California House Floor Meeting

Transcript Highlights:
  • So I rise today to talk about data centers.
  • Pragmatic approach to reporting on data centers. Water really is once used.
  • Instead, it requires data to be disaggregated to reflect the diverse experiences of historically underrepresented
  • But I'd also at least like to hear the data on how often this is actually happening.
  • If you want the data and you want the numbers, that's the fact. Didn't need it then?
Summary: The Assembly met in session, established a quorum, and opened with a prayer and Pledge of Allegiance recognizing 9/11. Members then moved through a long daily file and concurrence calendar, with many items passed without debate or temporarily retained. The chamber also took procedural actions, including re-referring AB 1152 to the Public Safety Committee, suspending rules for guest access and file-item handling, and later taking a roll-call vote to allow a late-filed journal letter request. Among the major Senate bills taken up on third reading, the Assembly approved SB 385 on peace officers’ rights, SB 753 on shopping cart recovery, SB 838 on housing and hotel projects, SB 643 on carbon dioxide removal grants, SB 645 on jury peremptory challenges in civil cases, SB 761 on CalFresh access for students, SB 774 on real estate licensing sunsets, SB 400 on renewable energy labor tax incentives, SB 24 on utility spending transparency, SB 37 on attorney advertising ethics, SB 258 on spousal rape involving disabled spouses, SB 364 on outdoor advertising near new freeways, SB 403 removing the sunset from medical aid in dying, SB 770 on HOA barriers to EV charging, and SB 22 on gift certificate cash redemption values. Most of these measures passed with little or no opposition; SB 403 and SB 770 drew more divided votes, while SB 24 was briefly delayed by a call before passing. The Assembly also concurred in numerous Senate amendments on Assembly bills covering a wide range of topics, including service of process (AB 747), local clean energy planning (AB 39), firearms (AB 1078), workers’ compensation (AB 1336), public health (AB 1487), survivor leave protections (AB 406), solid waste (AB 70), water reporting for data centers (AB 93), Diwali recognition (AB 268), wildfire workforce recovery (AB 338), educational equity (AB 419), civic education (AB 422), office-to-housing conversions (AB 507), cannabis tax relief (AB 564), privacy/browser opt-out rules (AB 566), housing element transparency (AB 610), tenant appliance requirements (AB 628), code enforcement penalties (AB 632), homelessness and LGBTQ-related policy (AB 678), energy (AB 740), DEIA review in state government (AB 766), inmate firefighter wages (AB 247), children’s health (AB 798), real estate (AB 851), COVID-era rehiring protections (AB 858), hazardous materials (AB 961), real property and housing covenants (AB 1050), aging (AB 1069), health care facilities (AB 1172), endangered species protections (AB 1319), CalWORKs modernization (AB 1324), cannabis access for seriously ill patients (AB 1332), foreign labor contractors (AB 1362), and downtown revitalization financing (AB 1445). Several of these passed overwhelmingly, while a few drew notable opposition, including AB 93, AB 403, AB 770, AB 851, AB 1050, and AB 1319. The transcript also included extended debate on SB 34, which was presented as a compromise measure on air pollution and port operations in the San Pedro Bay area. Supporters said it narrowed the scope to protect union jobs while preserving AQMD authority, while opponents and supporters alike noted the underlying distrust between labor and environmental stakeholders. The Assembly passed SB 34, SB 515 on disaggregated demographic data collection, and then began taking up AB 495 on immigration, with the sponsor describing family separation and immigration enforcement trauma before the transcript cuts off.
MN

Minnesota 2025-2026 Regular Session

Judiciary Committee Meeting - 2025-04-03

Judiciary Finance and Civil Law

Transcript Highlights:
  • It adds that private data classification.
  • This bill will fix the problem to prevent the public disclosure of non-public data when that data is
  • The two statutes that issue the assessors' data statute in the Data Practices Act and the tax trial statute
  • First, in section two, it guts the privacy protection of assessor data found in the Data Practices Act
  • There's not a lot of good sales data.
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 4/3/25 - Part 2

Judiciary Finance and Civil Law

Transcript Highlights:
  • So that includes financial data as well as case data.
  • So that includes financial data as well as case data.
  • So that includes financial data as well as case data.
  • So that includes financial data as well as case data.
  • as that includes financial data as well as case<00:41:43.440> data.
MN

Minnesota 2025 1st Special Session

House Judiciary Finance and Civil Law Committee 4/3/25 - Part 1

Judiciary Finance and Civil Law

Transcript Highlights:
  • on individuals so it adds that data on individuals so it adds that private<00:08:51.040> data
  • to publicize confidentials business data to publicize confidentials business data without<00:58:
  • The two statutes that issue the assessor's data statute and the Data Practices Act and the tax trial
  • Assessor's data statute and the data Assessor's data statute and the data Practices<01:04:31.720
  • data really thirdparty data assessment data really thirdparty data from<01:05:10.400> a<01:05