Video & Transcript Research : 'analytics'

Page 14 of 49
KY
Transcript Highlights:
  • I would recommend that the Office of Health Data and Analytics and LRC take some of those previous reports
  • <00:28:23.440> Health<00:28:23.600> Data<00:28:23.800> and<00:28:23.920> Analytics
  • <00:28:24.560> and Office of Health Data and Analytics and Office of Health Data and Analytics
Keywords: 958, all
Summary: The Medicaid Oversight and Advisory Board met on January 12, 2026, to approve the December 10, 2025 minutes and continue finalizing its findings and recommendations. Members reviewed findings on administrative inefficiencies, Medicaid and workforce participation under HR 1, Medicaid budget growth, rural health transformation fund development, and provider tax/state-directed payment changes. The board approved a motion to change “pilot” to “partnership” in the workforce-related recommendation, and also adopted a technical amendment clarifying overlapping HCBS services by removing reference to adult daycare waiver services and revising the language to focus on reducing duplication, simplifying provider contracting, and standardizing processes across programs. A separate technical correction was noted to change “DMS” to “DPH” in the rural health transformation finding, to be handled in the final edits. Several findings drew discussion but no final substantive vote during the meeting. On the rural health transformation fund, Dr. Berg said Kentucky had done well in federal funding and noted limits on what could be shared publicly, while Commissioner Lee said a public website had been created and recommended the department reference be changed to the Department for Public Health. Finding five prompted extended discussion about provider taxes, state-directed payment reductions under HR 1, and whether the board should address the relationship between actuarial studies, MCO payments, and actual provider reimbursement more directly. Senator Meredith and others argued for a broader, more transparent baseline review of rates across provider groups, while Commissioner Lee said CMS will require certain fee schedule comparisons to Medicare beginning July 1, 2026, and that quarterly expenditure reports already go to LRC. The board did not finish resolving finding five during the meeting and agreed to return to it after staff prepared more explicit language. Members also discussed the possibility of an all-payers claims database as a better way to understand what is being paid across payers and services. No final vote on the full findings package was taken in the portion of the meeting provided, but the board did adopt the noted amendments and continued working through the remaining language.
KY
Transcript Highlights:
  • Like CASS, which is the national leader in workforce analytics, reported last month that more than half
  • leader Like CASS, which is the national leader in<00:55:00.319> workforce<00:55:00.800> analytics
  • ,<00:55:01.520> reported<00:55:02.000> last in workforce analytics, reported last in
  • workforce analytics, reported last month<00:55:03.119> that<00:55:03.520> more<00:55:03.760
Keywords: 958, all
Summary: The Budget Review Subcommittee on Education met without a quorum, so the minutes were not approved. The main presentation was from retired economics professors John Garren and Dr. Kums, who discussed their Bluegrass Institute research on teacher compensation in Kentucky since the Kentucky Education Reform Act era. They said teacher base salaries, adjusted for inflation, have declined over the last decade, while state-paid “on-behalf” benefits such as pension and health insurance contributions have risen sharply; they argued total teacher compensation has increased modestly overall, but less than per-pupil funding. They also presented broader context on staffing growth, declining average daily attendance, Kentucky’s low share of teachers among total school staff, and flat or weak NAEP and ACT performance trends, including widening white-Black score gaps on NAEP. Members questioned the methodology and interpretation of the compensation figures. Representative Bojanowski argued the on-behalf calculations may overstate teacher compensation because they include insurance and pension costs that also benefit classified employees and retirees, and he asked for clarification on the denominator used to derive the per-teacher amount. Representative Truit said the presentation could be misleading if it implies teachers earn $94,000 in salary, and he objected to framing pension stabilization payments as teacher pay. The presenters responded that they were using total compensation, not salary alone, said they had divided total personnel-related on-behalf payments by the relevant staff count, and promised to review and send a technical explanation. Representative Truit and Chairman Typton both emphasized that compensation should be viewed as salary plus benefits, not salary alone, and noted that pension contributions are part of the cost of employing teachers. The presenters said their intent was to show the full compensation package and its relevance to labor supply and teacher shortages, not to claim that individual teachers earn the total compensation figure as salary. No votes or formal actions were taken beyond the decision to revisit the minutes at a later meeting due to the lack of quorum.
TX
Transcript Highlights:
  • Also on this list, we are seeking funding to provide. us with the ability to perform large-scale analytics
  • we can do that so there you go but I wasn't expecting that in your fraud, waste, and abuse, your analytics
  • On the technology front, we have a very robust data analytics operation. within OIG, our own employees
  • They can be within the system, we can do data matching there, and we can do better analytics and reporting
Bills: SB1, SB 1
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Children, Families and Persons with Disabilities Jun 21st, 2026 at 01:00 pm

Joint Committee on Children, Families and Persons with Disabilities

Transcript Highlights:
  • Last year, DDS partnered with Mathematica, a data and analytics consultant, to complete a health equity
  • It's fairly easy for us to be able to track the analytics where the transaction took place and be able
  • Again, we do strong analytics with respect to being able to pinpoint when these thefts are.
Keywords: 995, all
Summary: The hearing was an informational and oversight session of the Joint Committee on Children, Families, and Persons with Disabilities, with chairs and members hearing agency updates from several commissioners. The Department of Public Health’s Bureau of Family Health and Nutrition described its maternal and child health work, including home visiting, early intervention, WIC, newborn hearing screening, and cross-agency efforts on prenatal substance exposure, respite care, children’s vision, and maternal health initiatives. DPH emphasized that federal grant cuts, layoffs, and the loss of data systems such as PRAMS would weaken services and planning, and members asked about Title V funding and the impact of federal uncertainty. The Massachusetts Commission on the Deaf and Hard of Hearing highlighted communication access services, interpreter and CART referrals, emergency after-hours support, family navigation, and independent living services. Commissioners and members discussed the shortage of ASL interpreters and the need to expand training pipelines, including partnerships with colleges and possible ASL programming for younger students. The Department of Developmental Services reported serving nearly 50,000 people and focused on youth and adult services, transition-age supports, autism services, self-direction, respite, and new high-acuity residential models. Members asked about respite availability, self-direction outcomes, and workforce shortages; DDS said it was expanding clinical capacity and provider rates while monitoring possible federal Medicaid, SNAP, and immigration-related impacts. The Commission for the Blind described services for about 28,000 legally blind residents, most of whom are older adults, including social rehabilitation, orientation and mobility training, children’s services, assistive technology, vocational rehabilitation, and Turning 22 supports. The commissioner discussed a UMass-based effort to build the workforce pipeline for blindness services and said the agency was watching federal restructuring but had not yet seen direct cuts. MassAbility’s leadership then warned about major federal changes affecting Social Security disability determinations, including staff restructuring, office closures, and a new overpayment repayment policy, and said the agency was preparing for possible increases in claims and uncertainty around reallotment dollars that help fund services. The Disabled Persons Protection Commission closed the hearing with an update on its abuse investigations and protective services for adults with disabilities. DPPC reported rising hotline calls and investigations, a growing caseload, its sexual assault response team, the abuser registry, and a new interagency protective services integration system funded by ARPA dollars through 2027. The agency also flagged new federal rules that could affect funding eligibility and said it may need statutory changes to comply. Members asked about funding, reporting pathways, and how complaints reach DPPC, and the commissioner said the agency uses both mandated reporting and proactive outreach to identify and respond to abuse.
OR
Transcript Highlights:
  • OAR 581-037-006, which is the relevant Oregon administrative rule, and finally I will explain the analytical
  • OAR 581-037-06, which is the relevant Oregon administrative law, and finally I will explain the analytical
Keywords: 907, all
AR
Transcript Highlights:
  • Those estimates are provided by Moody's Analytics and S&P Global.
  • So we're starting at different points, and that's why we're going to see here... ...with Moody's Analytics
Keywords: 1204, all
Summary: The committee first received a presentation from Legislative Audit on Arkansas Department of Education grant distributions for fiscal year 2025. Auditors explained the report summarizes $4.6 billion in grants to school districts, charter schools, education cooperatives, and other entities, with most funding coming from the Public School Fund and federal sources. Members asked about specific recipients and programs, including ClassWallet, master principal bonuses, Economics Arkansas, and CDC surveillance grants. Department of Education staff clarified that the audit report only shows distributions, not how recipients ultimately used the money, and noted that some funding declines reflected the end of one-time federal COVID relief dollars. Senators also asked about the special-language appropriation for Economics Arkansas and the use of public school fund revenues. The committee then heard a Bureau of Legislative Research presentation on Consumer Price Index projections from Moody’s Analytics and S&P Global, followed by a detailed adequacy-study update on teacher recruitment, retention, and salaries. The teacher report covered teacher counts, education levels, experience, shortages, preparation pathways, licensure exceptions, survey results, and salary trends. Key findings included about 32,800 teachers statewide in 2025, an average retention rate of 87%, and 30% of surveyed teachers saying they were considering leaving the profession. The report also noted shortages in special education, math, science, and other areas, growth in alternative preparation pathways, and the phaseout of several licensure exceptions under Act 304 of 2025. Members asked extensively about survey methodology, teacher satisfaction, preparation for classroom environment and special education, the cost and return on investment of alternative licensure routes, and whether exit-interview data exists statewide. The presenters said they could follow up on several questions, including details on alternative programs, incentives for ESL and special education endorsements, and comparisons to other surveys. On salaries, the report said the statewide average teacher salary in 2025 was $60,254, with districts averaging slightly higher than charters. Arkansas ranked 45th nationally on average salary in 2025, though 36th when adjusted for cost of living, and average district salaries had declined 8% in inflation-adjusted terms since 2016. Members also discussed the LEARNS Act minimum salary floor of $50,000, salary disparities among districts, and whether the state should focus more on retaining experienced teachers as well as raising starting pay.
NM

New Mexico 2026 Regular Session

House - Consumer and Public Affairs Feb 5th, 2026 at 02:49 pm

House Consumer & Public Affairs

Transcript Highlights:
  • And that's the people doing the analytical work.
  • so I think this bill does what we want it to do, which is put those folks in the lab doing the analytical
Keywords: 996, all
FL

Florida 2026 5th Special Session

Commerce and Tourism Feb 4th, 2026

Transcript Highlights:
  • They are also required to have documented policies for the use of blockchain analytics to detect fraud
  • First, the mandatory blockchain analytics requirement.
Summary: The committee first took up SB 1236, which would condition state economic development incentives on employers at subsidized companies using secret-ballot union elections and prohibiting neutrality agreements. The sponsor said the bill is meant to protect workers and taxpayer dollars, and he noted he would amend the Attorney General enforcement language to allow appeals. Supporters argued it protects secret ballots and transparency, while opponents said it is a form of union-busting, could conflict with federal labor law, and would burden contractors and workers. After debate, the committee reported the bill favorably on a roll call vote, with Senators Bracey Davis, Smith, and Errington voting no and the remaining recorded votes in favor. The committee then heard CS/SB 198, which regulates cryptocurrency kiosks to combat fraud, especially against seniors. The bill requires kiosk registration, fraud warnings, blockchain analytics, transaction limits, receipts, and refund protections for certain first-time transactions involving non-U.S. wallets. Supporters from consumer and senior advocacy groups said the bill would help stop widespread scams, while one industry witness praised the bill’s fraud protections but suggested narrowing the daily limits and new-customer period. The committee reported the bill favorably by roll call vote. Next, the committee considered CS/SB 1356 on dog breeding, pet sales, and breeder registration. The sponsor described it as a work in progress aimed at ending inhumane breeding conditions, improving consumer disclosures, and creating breeder standards and penalties; an amendment removed state oversight of local animal shelters. Pet store representatives supported many animal welfare provisions but objected to the three-day financing waiting period, shelter-space requirements, expanded reimbursement, and litigation exposure. Animal welfare supporters backed the bill, and the committee reported it favorably. The committee also heard SB 1722 on app stores and minors’ access to apps. The bill requires age verification, parental consent for minors, notice of app changes, and enforcement by the Department of Legal Affairs. Supporters said it would better protect children online and help enforce existing age-based restrictions, while opponents warned it could require overcollection of personal data, create privacy and constitutional problems, and duplicate tools parents already have. After debate, the committee reported the bill favorably. Finally, the committee took up CS/SB 422, which would bar use of ADS-B aviation data to calculate or collect certain airport fees, with an amendment adding departures to the covered activities. A pilot supported the bill as a safety and privacy measure, while airport advocates opposed it, saying it would undermine airport finances and force less efficient fee collection methods. The transcript ends during testimony on this bill, before final action is shown.
NM

New Mexico 2026 Regular Session

Senate - Finance Jan 28th, 2026 at 09:08 am

Senate Finance

Transcript Highlights:
  • We are procuring software that will give us better analytics so we can see, we can drive down to see
  • And so that's really what we are getting so that we can make sure we really have the analytics we need
Keywords: 996, all
OK
Transcript Highlights:
  • Department of Corrections and OBN's Oklahoma Watch Center continue to be a huge success, providing analytical
  • this is also a huge service to our rural partners in the state of Oklahoma, because they have no analytical
Keywords: 914, all
AR
Transcript Highlights:
  • apprenticeships, right, of which we work with the Department of Education on, manufacturing, IT, data analytics
  • plumbing, it might be HVAC, it might be manufacturing, it could be a different—it could be data analytics
Summary: The committee first approved the November 3 minutes, then received an extensive update from Arkansas Division of Higher Education and Division of Career and Technical Education officials on LEARNS and ACCESS implementation. Witnesses said the state’s goal is for students to graduate employed, enrolled, or enlisted, and described expanded career pathways, student success plans, merit and distinction diplomas, and school accountability measures tied to pathway completion and tangible credentials. They reported increases in K-12 CTE enrollment and concurrent enrollment, and explained that some secondary career center programs were reduced or eliminated because they no longer aligned with state workforce demand. Members asked detailed questions about how merit/distinction affects school letter grades, how AP, concurrent credit, CTE completers, apprenticeships, and work-based learning fit into the system, and whether homeschool and private school students can access the same opportunities. Officials said multiple pathways can satisfy the requirements, including AP Scholar, concurrent credit, technical certificates, and apprenticeships, and that counselors are being trained to advise students. They also discussed scholarship changes: ACCESS broadened eligibility for the Arkansas Academic Challenge and Governor’s Scholar awards, with diploma of merit or distinction now qualifying students for additional aid, while the Governor’s Distinguished Scholarship itself remained unchanged. Questions were raised about whether homeschool and private school students can meet the new diploma-of-distinction criteria; officials said the intent is to make them eligible if they meet the same standards, and that guidance is being finalized. The discussion also covered workforce scholarships and grants. Officials said the Workforce Challenge was expanded to include vocational-technical schools and increased funding, and that the Division is reworking policy around “professional skills training” to support shorter-term, stackable programs. They reviewed the new federal Workforce Pell Grant, noting its narrow hour and duration limits and the need for programs to meet completion, placement, and earnings thresholds. Members also asked about the state lottery scholarship fund balance and whether more aid should be directed to students; officials said the fund remains healthy and that ACCESS has already increased awards and expanded eligibility, with more implementation data still to come. The final presentation came from the Director of Workforce Connections on a $35.8 million U.S. Department of Labor cooperative agreement for the American Manufacturing Apprenticeship Incentive Fund. Arkansas will administer the national fund, which is aimed at expanding advanced manufacturing registered apprenticeships across the country through a pay-for-performance model. Officials said the program will support occupations in aerospace, automotive, biotech, maritime, nuclear, semiconductors, supply chain, and automation, and that applications will open soon. Members asked who can apply and how the money will be distributed; the answer was that registered apprenticeship sponsors—sometimes companies, sometimes colleges, sometimes intermediaries—will apply, with Arkansas setting eligibility criteria, vendor requirements, and outreach efforts.
WA

Washington 2025-2026 Regular Session

House Environment & Energy Dec 4th, 2025

Transcript Highlights:
  • They use large global data analytic companies that generate wildfire risk scores.
  • in that there are a lot of different approaches and methods and things that are used to generate analytics
Summary: The committee first heard updates on the Model Toxics Control Act (MTCA) and related funding. Department of Ecology staff explained how MTCA and the hazardous substance tax support cleanup, prevention, stormwater, and local assistance programs, but said forecasted revenues have declined while appropriations and transfers have outpaced incoming funds. Ecology said the operating account will require underspending to stay balanced this biennium and that the problem is ongoing, with further reductions possible if forecasts worsen. Ecology also reviewed the state cleanup program, noting there are more than 14,500 cleanup sites in Washington and that new sites continue to be discovered faster than they are cleaned up. A question from Representative Lee raised the long-term issue of declining fossil-fuel-based revenue, and Ecology agreed that this is a future structural concern even though the current shortfall is driven more by forecasts and transfers than by fuel-use decline. The Pollution Liability Insurance Agency described its underground storage tank and heating oil programs, saying it has modernized from a reinsurance model to a financial assurance model with stronger state oversight and cleanup milestones. Russ Olson said the agency’s dedicated petroleum tax account is in strong financial condition, but emphasized the importance of preserving that funding source. He also discussed the loan and grant program for historic commercial releases and a new heating oil loan/grant program, while noting the agency is working on equity concerns where liens can be disproportionate to property values in smaller communities. Practitioners and advocates then offered differing views on MTCA’s performance: one attorney urged a collaborative review process to make cleanups faster, less expensive, and more certain, while another consultant argued the program is too conservative and process-heavy and should focus more narrowly on actual exposure and realistic cleanup standards. Environmental and community groups countered that MTCA is essential for cleanup, pollution prevention, stormwater control, and public participation, and that it is especially important for environmental justice communities such as the Duwamish Valley. Port and city representatives stressed that MTCA grants and cleanup funding are critical for large redevelopment projects, but said long timelines, permitting delays, and funding uncertainty can slow projects and jeopardize commitments. The committee then shifted to utility wildfire risk. Staff summarized recent legislation, including requirements for utility wildfire mitigation plans, creation of a wildfire mitigation standards work group, authorization for captive insurance by local governments and PUDs, securitization authority for disaster costs, and the existing wildfire response and resilience account. Chelan County PUD and Puget Sound Energy described extensive mitigation efforts such as vegetation management, grid hardening, undergrounding, AI smoke cameras, weather stations, enhanced operating settings, public safety power shutoffs, and community outreach. Both said wildfire risk is rising and insurance costs are increasing, and Chelan PUD asked the Legislature to restore funding to the wildfire response and resilience account. The Office of the Insurance Commissioner said a 2022 utility liability market study found insurance availability is tightening as perceived risk rises, and reported that a 2025 work group recommended restoring community resilience funding, requiring insurers to share wildfire risk scores and mitigation steps with property owners, and creating a grant program based on insurance industry wildfire standards. A PNNL scientist added that wildfire probability is increasing in parts of Washington and that mitigation requires long-term, landscape-scale coordination. The final speaker began describing California’s approach to wildfire risk, but the transcript cuts off before that presentation concluded.
WA

Washington 2025-2026 Regular Session

Senate Health & Long-Term Care Dec 4th, 2025

Transcript Highlights:
  • David Mancuso, Director of Research and Analytics with the Washington State Department of Social and
  • A lot of our insights are gained through analytics and our ability to digest data and actually create
Summary: The committee began with an extended work session on the long-term care workforce. DSHS Assistant Secretary B. Rector described the new Home and Community Living Administration and outlined major workforce pressures: Washington had about 126,000 long-term care workers in 2022, with demand expected to outpace supply as the 85-plus population and dementia prevalence rise sharply. She emphasized that direct care workers are largely women, people of color, and immigrants, and that family caregivers are also a major part of the system. She highlighted recruitment and retention efforts funded through federal Money Follows the Person dollars, including high school training partnerships, a retention toolkit, transportation support, caregiver newsletters, tribal workforce navigators, and a remote caregiving pilot. Committee members asked about career pathways, technology use, and turnover drivers; Rector said wages, benefits, unstable hours, and workplace support are key issues and promised follow-up data. Aidan Swain of the Washington Health Care Association said skilled nursing and assisted living facilities face acute RN vacancies, wage pressures, and Medicaid reimbursement that does not cover costs, and urged modernization of training, better reimbursement, and continued support for facility-based care. Maddie Fouch of SEIU 775, representing about 55,000 caregivers, said low wages, weak benefits, lack of voice, and certification delays are driving turnover and shortages, and argued for higher compensation, better worker protections, and more transparent reimbursement. Catherine Smith of Behavioral Health Solutions described growing behavioral health needs in nursing homes, the role of expanded behavioral supports programs, and credentialing delays that slow hiring. No votes were taken; the panel was informational only. The second agenda item was an overview of the palliative care benefit work group report required by 2024 legislation. Nico Jansen of the Office of the Insurance Commissioner explained that the work group, convened with the Health Care Authority, studied a potential palliative care benefit for fully insured commercial plans and also Medicaid, PEBB, and SEBB. He said palliative care is a philosophy of care focused on symptom management, coordination, and support for serious illness, and is distinct from hospice because it can be provided alongside curative treatment. The actuarial analysis concluded that creating a new benefit would likely increase costs, estimating about a 28-cent per member per month increase overall and roughly $2.6 million to $4.5 million in annual state Medicaid costs if implemented in 2027. Jansen said the consultants did not find sufficient evidence to assume savings from avoided hospitalizations or long-term care, though several work group members disagreed and submitted response letters. Senators asked about other states, Medicare, health homes, and whether more research could clarify cost savings; OIC said some states, including Hawaii, are moving ahead with Medicaid palliative care benefits, Medicare covers some related services but not in the same way, and further evidence may emerge over time. OIC did not take a position on whether the Legislature should create the benefit. The final presentation covered health care price transparency tools in Washington and federally. Evan Klein and HCA Chief Data Officer Vishal Chaudry reviewed federal hospital and health plan transparency rules, the state all-payer claims database, prescription drug price transparency, the Health Care Cost Transparency Board, the Prescription Drug Affordability Board, and other reporting systems. They explained that the APCD contains claims from fully insured commercial plans, Medicaid, and public employee programs, but not self-insured employer data except for limited voluntary submissions. They also described how machine-readable files, consumer price tools, and aggregated dashboards are used, and noted that data limitations, delays, and complexity remain significant. Senators asked about voluntary self-insured participation, the role of AI in making data more usable, and whether transparency can really help consumers given access barriers and medical debt. HCA said AI is increasingly used by private entities to mine large transparency datasets, but state agencies still face limits in data access and analytic capacity. The committee did not take action; the session was informational and ended with a discussion of how transparency data might better inform policy and purchasing decisions in the future.
TX
Transcript Highlights:
  • Additionally, we require the use of blockchain analytics tools and live customer service.
  • We use blockchain analytics, and if anybody would ever want a demonstration, we can arrange that. ...
US
Transcript Highlights:
  • nominated to lead and coordinate across the intelligence community's numerous sources of collection and analytic
  • about in his testimony before this committee how the CIA's own internal metrics have shown that analytic
AL
Transcript Highlights:
  • Most importantly, we will have an analytics and measurement plan in place so we can measure the success
Keywords: 924, joint, all
MN

Minnesota 2025 1st Special Session

House Fraud Prevention and State Agency Oversight Policy Committee 4/7/25

Fraud Prevention and State Agency Oversight Policy

Transcript Highlights:
  • You use a variety of data analytics tools to monitor for suspicious patterns, and you validate the data
  • You use a variety of<01:21:41.840> data<01:21:42.320> analytics<01:21:42.880> tools<
  • > to<01:21:43.920> um<01:21:44.320> to<01:21:44.880> monitor of data analytics
  • tools to um to monitor of data analytics tools to um to monitor for<01:21:45.520> suspicious<
  • So, analytics to detect suspicious patterns, monitoring of various web analytics tools.
Keywords: 1183, house
CA

California 2025-2026 Regular Session

Assembly Privacy and Consumer Protection Committee Jul 1st, 2026

Privacy and Consumer Protection

Transcript Highlights:
  • updated in 2015, this provision was never intended to be used to go after businesses that use basic analytics
  • that complied with the CCPA, yet were sued under SIPA for using ordinary website cookies, including analytics
  • And he alleges that usually he's going after things like Google Analytics."
  • , I can tell you that every single member of this committee, you know, your websites have Google Analytics
  • sure that there aren't, you know, thousands of demand letters going out for simple infractions or analytics
Keywords: 988, house, all
MN

Minnesota 2025-2026 Regular Session

House Energy Finance and Policy Committee 2/24/26

Energy Finance and Policy

Transcript Highlights:
  • :18.640> and We have a very um robust systemic and We have a very um robust systemic and analytical
  • analytical analytical process<00:10:21.760> from<00:10:22.079> the<00:10:22.320> top
  • The quantitative really looks at those debt service issues, the cash flow, the analytics.
  • The quantitative really looks at those debt service issues, the cash flow, the analytics.
Bills: HF2986, HF3555