Video & Transcript Research : 'analytics'
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KY
Kentucky 2025 Regular Session
Medicaid Oversight and Advisory Board (11-12-25) - Part 2
Transcript Highlights:
- Uh, so they're looking at data analytics and the special investigative... actuarially sound rates that
- Uh so they're looking at data analytics<00:43:26.360>
and <00:43:26.480>the <00:43:26.560
Summary:
The Medicaid Oversight and Advisory Board received a presentation from Dr. Stack and Commissioner Langfeld on Kentucky’s application for a federal Medicaid-related funding opportunity tied to House Resolution 1. They described a compressed six-week stakeholder process that produced more than 50 responses and letters of support, and said the application was organized around five broad priorities: maternal health, behavioral health and substance use disorder, oral health, EMS/trauma response, and chronic disease. They emphasized that the proposal was designed to align with CMS goals, use allowable funding categories, and focus on sustainability rather than a short-term grant.
Commissioner Langfeld outlined five core initiatives: rural community hubs for chronic care innovation, beginning with obesity and diabetes; a maternal and infant health effort called POWER; a behavioral health and substance use model called IMPATH; an oral health initiative called Rooted in Health; and an integrated crisis-to-care EMS and trauma response effort. He said the chronic disease work would include prevention, food-as-medicine concepts, and technology tools, while the maternal health effort would expand team-based care around mothers and infants using community health workers and doulas. The behavioral health proposal would build on existing crisis intervention models, oral health would address workforce and access gaps through training, mobile vans, and telehealth, and the EMS proposal would better connect emergency response with home-based and community care.
Several senators questioned whether the proposal would meaningfully address rural hospital closures or the broader rural health care crisis. Senator Meredith said the plan was not transformational and would not save rural hospitals, while Senator Berg asked how success would be measured. In response, the presenters said they would use both lagging and leading indicators, with an emphasis on rapid-cycle feedback and data use that is more actionable in real time. They also said the work could help existing models that already show promise, such as behavioral health units and dental workforce expansion, even if it would not solve the larger funding gap created by HR1.
Senator Douglas asked how the proposals would motivate patients to participate in their own health care. The presenters responded that the chronic disease prevention work would focus on obesity, diabetes prevention, nutrition, and consumer-facing technology tools to help people engage in their own care, and that EMS-community health worker partnerships could identify unmet needs in the home and reduce preventable problems. The board then moved on to its next agenda item, Medicaid managed care delivery models, with Tom Stevens, Katherine North, and Dr. Patel scheduled to present.
NH
New Hampshire 2025 Regular Session
Health and Human Services Oversight Committee (10/24/2025)
Transcript Highlights:
- we're still early in the program with respect to the Medicaid population and being able to derive analytics
- being able to Medicaid population and being able to derive<00:32:15.600>
um, <00:32:17.039>analytics
Summary:
The committee first approved the draft minutes from September 26. Senator Gray then raised the idea of creating a continuing subcommittee or recurring agenda item on palliative care and hospice, noting that the issues are evolving and suggesting the committee revisit the idea in coming months.
The bulk of the meeting focused on Department of Health and Human Services updates. Officials described contingency planning for SNAP amid the federal shutdown, including a USDA notice that November benefits may not be fully funded, letters to participants warning of possible delays, and coordination with the New Hampshire Food Bank and local pantries. They said New Hampshire serves about 42,000 SNAP households, with average benefits around $300 a month, and that the department is also preparing to transfer funds for a special fiscal committee meeting. WIC was discussed separately: officials said WIC benefits had been extended through November 7 using additional USDA funds, but that some community agency-based WIC services may need to pause while money is redirected to food benefits.
Officials also outlined New Hampshire’s rural health transformation grant application under the federal One Big Beautiful Bill, describing a potential five-year, up-to-$1 billion opportunity focused on critical access hospitals, small rural hospitals, federally qualified health centers, community mental health centers, and EMS. Members asked about transportation, workforce, and nursing retention; officials said transportation is included in the proposal, housing is not, and workforce supports may include lower tuition or awards but not loan repayment or traditional scholarships. They also said the final application would be submitted in early November and that priorities would be adjusted depending on the eventual federal award.
Finally, Medicaid director Henry Lipman gave a quarterly postpartum coverage update. He said postpartum coverage is now nearly universal nationwide, and in New Hampshire 2,351 women had used the benefit through May 2025. He reported that mental health services were the most frequently used postpartum service, followed by preventive care, substance use disorder treatment, and cardiovascular-related care, and noted that Medicaid women have experienced a disproportionate share of maternal deaths. Committee members asked about rural distribution and the share of women receiving mental health services, and Lipman said the department would follow up with additional data. The meeting then moved into the annual update on New Hampshire’s 10-year mental health plan, with staff describing progress toward a more integrated continuum of care and improved data infrastructure.
MN
CA
Transcript Highlights:
- Teamsters California believes these regulations are fundamentally defective, legally, analytically, and
Summary:
The Assembly Transportation Committee heard testimony on the DMV’s finalized autonomous vehicle regulations, with a focus on how the rules update California’s oversight of testing, deployment, reporting, and enforcement. DMV and CHP officials said the new framework expands data collection beyond crashes to include immobilizations, hard-braking events, system failures, and notices of noncompliance, while also creating clearer requirements for first responder interaction, remote operations, and heavy-duty AV testing and deployment. Members raised concerns about safety, emergency response delays, freeway and work-zone operations, and whether the state has enough data to compare AVs with human drivers.
Witnesses from consumer and labor-related groups emphasized transparency and accountability, arguing that the prior rules were outdated and that public access to the collected data is important for regulators, researchers, and injured parties. Industry representatives said California now has the nation’s most comprehensive AV permitting and reporting system, with phased permits, mileage thresholds, and broad DMV authority to restrict or suspend operations. They supported the regulations as a path to safer, more transparent deployment, while noting that the rules stay within state operational authority and do not replace federal standards for vehicle design and performance.
A second panel focused on first responder interactions and remote operations. The San Francisco Fire Department described AVs blocking emergency scenes and generating “sleeper calls” when passengers fall asleep, consuming significant fire and EMS resources. Waymo said it maintains 24/7 emergency contacts, first responder plans, geofencing protocols, and remote support that can help move vehicles or allow first responders to override them. Members asked about license requirements for remote personnel, redundancy during communication outages, and how companies handle sleeping passengers before calling 911. No votes were taken; the hearing was informational.
ND
North Dakota 2026 1st Special Session
Tribal and State Relations Committee Apr 13th, 2026 at 01:00 pm
Tribal and State Relations Committee
ND
North Dakota 2025-2026 Regular Session
Tribal and State Relations Committee Apr 13th, 2026
Transcript Highlights:
- Was there, like, a data officer at HHS or an analytics officer that you worked with for the data use
Summary:
The meeting focused heavily on behavioral health and substance use treatment, especially the IMD exclusion and whether North Dakota should pursue a Section 1115 waiver to allow Medicaid reimbursement for services in institutions for mental diseases for adults ages 21 to 64. Turtle Mountain representatives described major local needs, including limited access to care, high syphilis rates, and the importance of timely public health data. They also discussed the tribe’s recovery center, which opened the prior year, now operating five levels of care with 16 beds, and the desire to expand capacity, possibly through an IMD waiver or related policy changes. Committee members also raised related issues such as rural health transformation funding, telehealth, workforce retention, and the need for better coordination between tribal and state public health systems.
A central issue was Turtle Mountain Public Health’s long-running effort to secure a data use agreement with the state so it can receive surveillance data and respond directly to infectious disease cases among tribal members. Speakers said the tribe had a successful COVID-era agreement that allowed faster contact tracing and case management, but that agreement ended with the pandemic. They argued that current delays in sharing data, especially for sexually transmitted infections, leave the tribe unable to respond quickly, while the state and county epidemiology workload is too distant and stretched to be effective. Committee members expressed support and said they would look into the issue, noting that other tribes have secured similar agreements.
The committee also heard a detailed presentation from the National Health Law Program on the IMD exclusion. The presenter explained that federal Medicaid law generally bars payment for care in facilities with more than 16 beds, but that states can use other tools such as state plan amendments, managed care arrangements, telehealth, and community-based services. He said IMD waivers are administratively complex, time-limited, and have shown mixed results in other states, with some gains in residential treatment access but limited evidence of improved overdose outcomes or stronger community-based care. He urged the committee to consider broader continuum-of-care solutions and cautioned that waivers alone are not a cure-all.
No final vote was taken on the bill draft during the portion shown, but the committee discussed the proposal to appropriate $49,000 and one FTE to HHS to pursue an IMD waiver and report back in the next interim. Members also debated the policy rationale for the 16-bed limit, the role of the state versus tribal sovereignty, and whether the bill should move through the Health Care or Human Services committee in the future.
MN
Minnesota 2025-2026 Regular Session
Surveillance-based price and wage discrimination prohibited 3/4/26
Minnesota House Floor Meeting
Transcript Highlights:
- Terms broad enough to encompass routine behavioral and transactional information used in business analytics
Summary:
House File 3794, as amended by the A4 amendment, was heard in committee. Representative Greenman described the bill as a ban on surveillance-based pricing and wage discrimination, with a disclosure requirement for companies using automated data to set individualized prices or wages. The A4 amendment was adopted; Greenman said it updated language based on attorney general and stakeholder feedback and added a burden-shifting provision that would let consumers or workers establish a presumption, which companies could then rebut with data. Greenman and supporters argued the bill would stop companies from using personal data and AI tools to charge different prices to different people, while still allowing ordinary market-based discounts and clearly offered group discounts such as those for veterans, students, or teachers.
Supportive testimony came from the Minnesota Farmers Union, a neighborhood bookstore owner, Consumer Reports, and a small business owner. They said surveillance pricing undermines fairness, transparency, and competition, and cited examples such as different online prices based on location, browser history, or loyalty-program data. Testifiers also warned that AI-driven pricing and discounting can be opaque and discriminatory, and that small businesses cannot compete with large firms that control more data. Consumer Reports said consumers should not have to use workarounds like VPNs to compare prices and noted that some discounts based on personal data may also need sunlight and guardrails.
Opposition came from the Minnesota Chamber of Commerce and the Chamber of Progress. They argued the bill’s definitions are too broad and could sweep in ordinary business analytics, loyalty programs, targeted promotions, inventory tools, and even spreadsheets, creating compliance risk and discouraging innovation and investment. They also warned the bill could burden small businesses and interfere with workplace management and compensation decisions. During member discussion, several legislators voiced support for the bill as a transparency and fairness measure, while one member noted that the most egregious examples appear to be in e-commerce and said the committee was laying the bill over for further consideration.
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Dec 9th, 2025 at 08:40 am
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Nov 17th, 2025
Transcript Highlights:
- This funding enables DOIT to pilot and scale innovative technologies such as AI-driven analytics, cloud-native
NM
New Mexico 2025 Regular Session
IC - Courts, Corrections and Justice Sep 22nd, 2025
Courts, Corrections & Justice Committee
Transcript Highlights:
- intelligence-led policing side of the house, this is where we're really starting to leverage the analytics
CA
California 2025-2026 Regular Session
Assembly Local Government Committee Jul 2nd, 2025
Transcript Highlights:
- Nicole Wardleman, on behalf of Avenue Insights and Analytics, the City of Ontario, San Bernardino County
Summary:
The committee heard multiple bills, with extensive discussion focused on short-term rental regulation, street vending, park/public safety financing, transit-oriented housing fees, and demographic data collection. SB 346 would require short-term rental platforms to provide local governments with listing addresses and related information to help collect transient occupancy taxes and enforce local ordinances; supporters argued cities and counties need the data to identify unlicensed operators and recover taxes, while opposition from platforms raised privacy and due process concerns and said administrative subpoenas already exist. The bill was amended and passed 7-0 to the Judiciary Committee. SB 635, the Street Vendor Business Protection Act, sought to protect street vendors’ personal information from being shared in ways that could expose them to federal immigration enforcement; supporters described raids and fear in vendor communities, and the bill passed 6-1 to Public Safety. SB 499 would clarify that certain park and recreation facilities designated in local safety or hazard mitigation plans can qualify for fee deferral exemptions when they serve emergency or public safety functions; supporters said parks can serve as fire buffers, evacuation sites, and recovery hubs, while some housing advocates sought a clearer nexus to development impacts. The bill passed as amended 6-0 to Appropriations. SB 358, which would modernize traffic impact fee rules to better reflect lower automobile trip generation for walkable, transit-oriented housing, drew support from housing and transportation advocates and passed 8-0 to Appropriations. SB 515, aimed at improving demographic data collection and reporting by local governments and state entities, passed to Appropriations on a 4-0 vote.
The committee also took up SB 276, presented by Assembly Member Stefani on behalf of Senator Wiener, which would allow San Francisco to create a permit-and-enforcement system for the sale of commonly stolen goods on sidewalks. Supporters said the measure is needed to address fencing operations and protect legitimate vendors, while emphasizing it is narrowly targeted and not aimed at food vendors or permitted sellers. The transcript ends during testimony on SB 276, with supporters from the Mission street vendor community and San Francisco Public Works describing enforcement problems and the need for clearer rules and city resources.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 5 on State Administration May 21st, 2025
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 3 on Education Finance Apr 2nd, 2025
Transcript Highlights:
- community health and wellness, counseling, kinesiology, bilingual speech-language pathology, business analytics
Summary:
The Assembly Budget Subcommittee on Education Finance met to review CSU and State Library budget issues, enrollment trends, the Capital Fellows program, and a Title IX update. Chair David Alvarez opened by stressing that CSU faces serious financial pressure, including a systemwide deficit and proposed cuts that he and several members said were too large and likely to harm access, course offerings, and student services. Public comment focused heavily on the Braille Institute Library, with patrons, staff, veterans, and advocates urging restoration of funding and warning that the proposed cut would severely affect blind and visually impaired Californians across Southern California. Several CSU faculty, staff, and union representatives also opposed the proposed reductions and warned of larger class sizes, fewer sections, and layoffs.
On the CSU core operations item, the Department of Finance explained the Governor’s proposal to reduce ongoing General Fund support by about $375 million and defer a 5% base increase, while the LAO said CSU core funding would be roughly flat once tuition and targeted augmentations were considered, but warned that rising costs and prior shortfalls would still force campuses to cut spending. CSU’s Chancellor’s Office said the proposed cut would deepen existing problems, citing prior-year budget gaps, job losses, reduced course sections, and student-service reductions. Members pressed Finance and the LAO on whether cuts could be made more surgically, especially at the Chancellor’s Office or in institutional support rather than in instruction, and the LAO said the Legislature has flexibility to target cuts more specifically. CSU also described ongoing consolidation efforts, including shared services among campuses and the planned Cal Maritime/Cal Poly San Luis Obispo integration, while cautioning that savings are not yet fully known.
The committee then discussed CSU enrollment. The LAO recommended holding enrollment targets flat because the budget does not add new funding, while CSU reported strong recent growth, including more California residents, record first-year enrollment, and expanded direct admissions and transfer pathways. Members questioned why some campuses with high demand turn away many applicants while others continue to lose enrollment, and CSU said it is shifting resources from campuses with sustained declines to those with demand, using a 10% below-target threshold. The committee also discussed whether enrollment declines mirror local population trends, how to improve marketing and program alignment, and whether lessons from Cal Poly Humboldt’s conversion could inform other campuses such as Sonoma State. The Capital Fellows item drew a Finance proposal for a salary increase and an LAO counterproposal for a smaller raise plus future COLA language; the committee kept the item open. Finally, CSU reported progress on Title IX compliance, saying it has completed most State Auditor recommendations, expanded civil rights staffing, and increased training, prevention, and case-management efforts, though members asked how proposed budget cuts might affect those services.
CA
TX
Texas 89th 2nd C.S.
Pensions, Investments & Financial Services Mar 24th, 2025
Pensions, Investments & Financial Services
Transcript Highlights:
- programs, require clear, highly visible warnings and fee disclosures, require the use of blockchain analytics
TX
Texas 89th Regular
Senate Committee on Health and Human Services Mar 11th, 2025
Health & Human Services
KY
Kentucky 2025 Regular Session
Senate Standing Committee on Appropriations and Revenue (3-10-25)
Transcript Highlights:
- But on the analytic side, I have 288 students, or 250 students, less than 300 students.
Keywords:
Meeting Start 00:00:00
Roll Call 00:00:05
HB 537 Discussion 00:00:40
HB 537 Vote 00:02:45
HJR 34 Discussion 00:03:30
HJR 34 Vote 00:07:45
HJR 30 Discussion 00:08:30
HJR 30 Vote 00:10:25
HJR 32 Discussion 00:11:00
HJR 32 Vote 00:41:00, 958, all
Summary:
The committee took up several measures related to appropriations and school facilities. House Bill 537 was explained as a technical fix to Kentucky’s opioid abatement settlement framework so the state can accept funds from national bankruptcy settlements under the allocation structure now used by the courts; the bill was supported by the Attorney General’s office and local government groups and received a favorable recommendation. House Joint Resolution 34 authorized release of previously appropriated KCTCS funds for three projects, and members discussed whether KCTCS facilities could be used more broadly for community needs such as public health, workforce, and other services. KCTCS officials said they were open to that idea, and the resolution also received a favorable recommendation. House Joint Resolution 30, concerning the Waters program and release of funds for projects that had remained in design, was adopted by committee substitute and passed favorably.
The committee then heard extensive testimony on House Joint Resolution 32, which concerns school facility gap funding for districts with low bonding capacity. The chair and sponsor explained that the General Assembly had previously asked the auditor and Blue & Co. to analyze district data because of disputes over project costs and bonding capacity. Superintendents from Marion County, Augusta Independent, Williamstown, and Walton Verona described their projects and financial constraints. Marion County and Augusta argued that full gap funding is necessary for new school or multipurpose facility projects that cannot be phased in; Augusta emphasized its old building stock, high poverty rate, and the need for a gymnasium/multipurpose space used for school and community functions. Williamstown described a STEM center and field expansion, saying the project would be delayed for years without full funding. Walton Verona described rapid growth, overcrowding, and an intermediate school project that had risen sharply in cost from the original estimate.
Members asked questions about the accuracy of cost estimates and the scope of the projects, including why some estimates differed from the auditor’s figures and whether the funding requests covered only parts of larger phased plans. The testimony generally supported full funding for the listed districts, with the districts arguing that the projects are necessary for safe, modern learning environments and that local tax effort has already been substantial. Each of the measures considered during the meeting was reported out favorably, with the chair voting no on the resolutions and bills before the committee.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Wednesday, June 25, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- Such conduct undermines this House, the goal of impartial analytic consistency, and the presiding that
- undermines this house the goal<00:47:51.839>
of <00:47:52.000>impartial <00:47:52.640>analytic - <00:47:53.280>
consistency goal of impartial analytic consistency goal of impartial analytic
NH
Transcript Highlights:
- Um, this is our data analytics team that supports the Medicaid program as well as our evaluation of Medicare
- <01:27:28.159>
is <01:27:28.239>our <01:27:28.400>data <01:27:28.719>analytics - Um this is our data analytics integrity.
- Um this is our data analytics team<01:27:29.520>
that <01:27:29.760>supports <01:27:30.159
WY