Video & Transcript Research : 'predictive models'
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MD
Transcript Highlights:
- <00:16:54.560>
that test test years or a hybrid model that test test years or a hybrid model - And during that period of the proceeding, this model, this particular forecast test year analysis is
- is premised on entire business model is premised on empower.<00:43:44.960>
So <00:43:45.200>- Thirty states use this model, twenty do not.
- I mean, I can't predict anything. I mean, I can't predict anything.
Summary:
The Senate reconvened with a quorum and first honored Nancy Crawford with a resolution recognizing her 46 years of state service, including 20 years as Senator Pam Beidle’s chief of staff. Senator Beidle then spoke at length about her own retirement plans and public service, reflecting on her career in the House and Senate, her work on the Finance Committee, and thanking her staff and colleagues. The chamber unanimously journalized the remarks.
The Senate then moved into business on House and Senate messages, including House Bill 139 and Senate Bill 311, and adopted a conference committee report on House Bill 1532, the Utility Relief/Reducing Energy Load for Inflation measure. The report was described as a broad energy and utility package that had already passed the Senate 38-4 and was said to address short-, medium-, and long-term issues, including rate relief, in-state generation, data center policy, consumer transparency, and low-income utility assistance.
During debate on the conference report, the majority leader explained several changes from prior versions: no legislative ban on forecast test years, instead deferring to the Public Service Commission; removal of gas programs from Empower to avoid inequities across service territories; modest opening of the retail supply market with guardrails; and rejection of some floor amendments, including a gas line extension provision and a study amendment. The minority leader argued the bill offered only limited relief, focused too much on talking points and short-term savings, and said many bipartisan amendments were not retained. The majority leader responded that the bill would save ratepayers real dollars through provisions on utility adders, executive bonuses, FERC-related returns, and new generation, and urged adoption of the conference report.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 5 on State Administration Apr 22nd, 2025
Transcript Highlights:
- ...able to provide access to voter registration, access to voting efficiencies, and really being a model
- We are well past the time of the nuclear family model.
- And so with our command center model, we are able to track that.
- And during that hearing, you know, it was discussed that part of the hybrid model actually gave a lot
- Remote and hybrid work models have proven not only viable but often more effective, offering increased
Summary:
The Assembly Budget Subcommittee No. 5 heard updates from the Secretary of State, EDD, the State Controller’s Office, CalHR, and DGS on a range of budget proposals and federal policy impacts. Secretary of State Shirley Weber opened with remarks about California’s election system, emphasizing its safety, transparency, high voter registration and vote-by-mail participation, and the office’s response to bomb threats and other election threats. Her staff then presented funding requests for the Cal-Access Replacement System (CARS) and Help America Vote Act/VoteCal activities, describing them as needed to modernize campaign finance and lobbying disclosure systems and maintain election security and voter services.
A major portion of the hearing focused on federal election policy, especially the potential effects of a presidential executive order and the SAVE Act. Secretary of State staff said California would face significant, potentially unquantifiable costs if forced to comply, including new burdens on county recorders, county election offices, and the Secretary of State’s office, and warned of voter disenfranchisement, especially for students, seniors, disabled voters, military and overseas voters, rural residents, and people with limited transportation. Members and public commenters strongly opposed the federal proposals and argued California’s current system is functioning well. The committee also heard that federal HAVA funds were not expected to be at risk because the state draws them down into an interest-bearing account.
EDD reported on paid family leave, explaining that recent delays were tied to a system transition and increased claim volume, and said it was simplifying applications and adding staff and automation. Public testimony supported expanding paid family leave to chosen family. EDD also said it is prepared for possible unemployment spikes, citing a recession plan, a command center, and recent hiring. The State Controller’s Office requested funding to continue the Fiscal migration project, which would move the state’s accounting book of record to the new system by July 1, 2026; Finance and LAO had no objections, and the committee expressed support for the project’s progress.
CalHR presented a proposal for a statewide recruitment, outreach, and education paid media campaign under AB 1511, saying its current advertising budget is too small to reach diverse communities effectively. The final item addressed Governor Newsom’s executive order requiring a return to office on a four-day schedule. CalHR and DGS said they were working department-by-department to assess space, parking, transit, and other logistics, but had not completed a statewide cost analysis. Members and many public commenters criticized the order, arguing it was rushed, costly, harmful to telework benefits, and potentially disruptive to workers, especially those with disabilities, caregiving responsibilities, or long commutes. No votes were taken during the hearing.
CA
Transcript Highlights:
- that flexibility would be hard to really pinpoint down if we're trying to look for a state unified model
- We were a model school district prior to the pandemic, with chronic absenteeism, very good results within
- Our schools have flexible instructional models that are able to adapt to what the intervention needs
- credits that added credits that to the added support structures provided by the community schools model
- flexibility and instructional continuity to limit absences through either. synchronous and hybrid models
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Jun 26th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- The current operator at that location runs on a volunteer model.
- So to take out any volunteer or peer support type of model would not be to our city's benefit.
- You look at the model, it is community to community.
- Senator Gallegos: ...congregate model facilities. Has that ever been done and has that money...
- We introduced new, thanks to our partnership with the Healthcare Authority, new models.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Public Service Jun 21st, 2026 at 01:00 pm
Joint Committee on Public Service
Transcript Highlights:
- This program, recognized by the state as a model, has provided struggling readers with the instruction
- It's not fair that these years are untouchable because of a technicality I could neither have predicted
Summary:
The Joint Committee on Public Service held a hearing on a wide range of credible service and retirement-related bills, with testimony largely focused on allowing public employees to buy back prior service time or receive more appropriate retirement classifications. Bills discussed included retirement buyback for Joint Base Cape Cod firefighters (H. 4317), clarification of call firefighter buyback rights (H. 2883/S. 1915), veterans’ buyback (H. 2957), a Bridgewater State University police death-benefit/heart-law issue (filed by Rep. Gallagher), unpaid parental leave buyback for municipal employees (H. 2946), school nurse creditable service (H. 2887/S. 1787), former private/parochial school teacher buyback (S. 1900/H. 2873), Massport police retirement classification (S. 1888), contract employee buyback (H. 2795), Retirement Plus late entry (H. 2792), CVTE/teacher-related buyback issues (H. 2762), Peace Corps/AmeriCorps creditable service (H. 2927), and institutional school teacher retirement fairness (H. 2757). Several speakers also referenced related bills for teachers and nurses that had been heard previously or were filed in parallel in the other branch.
Testimony was overwhelmingly in support of the bills. Speakers argued that the measures would correct inequities, recognize prior public service, and help recruit and retain workers in hard-to-fill public jobs. Firefighters described the unique federal-to-state transition at Joint Base Cape Cod and said some members were left out of earlier buyback opportunities. Veterans, teachers, school nurses, correctional educators, and Massport police all described service requirements, administrative gaps, or outdated statutory language that they said unfairly limited retirement credit or placed them in the wrong retirement group. Several witnesses emphasized that the proposals were fiscally responsible because employees would pay the cost of the buybacks, and some noted that similar bills had been filed repeatedly in prior sessions.
Committee members asked a few clarifying questions, mostly about why certain employees had been excluded under current law or how the retirement provisions would work. No opposition testimony was presented. The hearing concluded after all scheduled witnesses testified, with the chairs thanking participants for their service and the committee voting to adjourn.
VA
Transcript Highlights:
- helping shape White Ridge Farm into a respected Angus herd, always searching for cattle that fit his model
- And then, predictably, liberal Commonwealth's attorneys immediately come out and blame the gun.
WV
West Virginia 2026 Regular Session
WV Senate Finance Committee in Session Mar 11th, 2026 at 04:01 pm
Finance
Transcript Highlights:
- enrollment within this legislation really helps to stabilize our child care facilities so that they can predict
- which passed last year and adopted the 2021 updates to the Insurance Holding Company System Regulatory Model
Summary:
The Senate Finance Committee met with a quorum present and first approved the minutes of the previous meeting. It then took up House Bill 5438, which revises parts of the school aid formula and limits certain uses of instructional program, technology, and induction funds; the committee adopted an Education Committee amendment and reported the bill to the full Senate. The committee also reported House Bill 4087, creating the West Virginia-Ireland Education Alliance for higher education partnerships and grants, after brief explanation and no opposition.
Members then considered House Bill 4191, which expands the child care tax credit to employer-sponsored child care facilities and changes subsidy payments from attendance-based to enrollment-based, with electronic filing requirements by 2026. Senators spoke in strong support, describing it as a workforce and economic development measure, and the bill was reported. House Bill 5074, which redirects medical cannabis fund balances and future revenues to general revenue and several specified purposes including the Supreme Court, universities, law enforcement, and health programs, was amended to increase the court allocation and remove the direct university research earmarks; it was reported over concerns that accumulated fund money would be diverted to general revenue.
The committee also advanced House Bill 5353, bringing virtual currency kiosks under money transmission licensure and adding consumer disclosures, transaction limits, support requirements, and anti-fraud protections; a strike-and-insert amendment clarified kiosk rules and added law-enforcement contact requirements. House Bill 5527, regulating licensure of wellness reimbursement program administrators and related broker duties, was amended to clarify the definition and protect proprietary licensing information from public disclosure, then reported. House Bill 5687, as amended, phases down the metallurgical coal severance tax and incorporates a separate oil-and-gas tax reduction for new wells while adjusting county and municipal distributions, and it was reported. The committee also approved a large revenue rules bundle, House Bill 4245, with amendments to a lottery rule and a pre-need burial company rule, and reported House Bill 4418 to create an electronic municipal B&O tax filing system once enough municipalities participate.
Finally, the committee reported House Bill 5168, which creates a permanent $12 million lottery-funded EMS support structure, including mental health treatment funding, county EMS funds, and an all-county EMS fund; members emphasized the need for stable EMS funding, especially in rural areas, and clarified how counties with and without levies would benefit. The committee then announced several Senate bills would not be taken up that day and adjourned.
TX
Transcript Highlights:
- It features a three-division model: academic and legal, to ensure content-specific expertise.
- This way, our students have predictability. Oh, no, I agree with that.
Keywords:
pediatrics, medical education, subsidiary, preceptorship, medical training, student programs, mental health, loan repayment, education funding, mental health professionals, healthcare access, Texas Success Initiative, exemption, public officers, employees, higher education, Capitol view, Austin, urban planning, construction
TX
Transcript Highlights:
- It features a three-division model: academic, medical and dental, and legal, to ensure content-specific
- work upon the same foundation. ...types of requirements, so that our students out there have predictability
Keywords:
pediatrics, medical education, subsidiary, preceptorship, medical training, student programs, mental health, loan repayment, education funding, mental health professionals, healthcare access, Texas Success Initiative, exemption, public officers, employees, higher education, Capitol view, Austin, urban planning, construction
FL
Florida 2025 Regular Session
Children, Families, and Elder Affairs Mar 4th, 2025
MN
Minnesota 2025-2026 Regular Session
House Public Safety Finance and Policy Committee 3/24/26 - Part 2
Public Safety Finance and Policy
Transcript Highlights:
- So what are prediction markets?
- > prediction markets circumvent our prediction markets circumvent our authority<00:26:27.360>
and< - >
market The most well-known prediction market The most well-known prediction market Koshi<00: - ability to offer a prediction market. ability to offer a prediction market.
- good summary about prediction markets. good summary about prediction markets.
Bills:
HF2354, HF3407, HF4359, HF4192, HF3356, HF3695, HF1597, HF3155, HF3871, HF4437, HF4446, HF3990
Keywords:
medical assistance, fraud prevention, subpoena authority, criminal penalties, consumer protection, ghost guns, unserialized firearms, 3D-printed guns, 3D printer firearms, CNC milling, home-built firearms, firearm serialization, serial numbers, unfinished frame, unfinished receiver, ghost gun ban, gun control, firearm design files, CAD files, digital gun blueprints
CA
California 2025-2026 Regular Session
Senate Business, Professions and Economic Development Committee Jun 15th, 2026
Business, Professions and Economic Development
Transcript Highlights:
- Modeled after a successful pilot for physicians, AB 1307 addresses an inequity by allowing credentialed
- With the amendments that have been added to AB 1307, we think that model of the doctor's program has
- This is an extremely reasonable model that has been based on a very successful, proven approach.
- Importantly, this is not a new or untested model.
- recruit and retain doctors, especially as physicians increasingly prefer stable employment with predictable
Summary:
The committee heard several health, professional licensing, consumer protection, and animal welfare bills. Early items included AB 1307, which would create a pilot program allowing up to 30 qualified dentists from Mexico to work in underserved California areas; the California Dental Association moved from opposition to neutral after amendments, and members discussed access to care and oversight. AB 1703 would restrict use of osteopathic titles and the practice of osteopathic manipulative treatment to licensed DOs; it drew strong support from the Osteopathic Medical Board and physician groups, but non-physician osteopaths opposed it, arguing they have long provided safe care and that the bill would criminalize their work. AB 2250 made technical cleanup changes to hemp enforcement laws and AB 1758 raised the seller-of-travel assessment for the Travel Consumer Restitution Fund; both had support and no opposition. AB 1794 would allow prescribed enteral formula to be shipped directly to patients’ homes, and AB 1939 would allow licensed professional fiduciaries to form corporations, both with support and no opposition. AB 1775 would expand expedited licensing and other state support for service members discharged under a federal transgender military policy; it received emotional support testimony and some committee concern about expanding priority categories, but no opposition. AB 2477 would create a limited provisional period for new pest control employees to work under supervision while licensing is pending, and members discussed amendments and oversight before moving it forward. AB 1999 would modernize veterinary law by creating shelter-veterinarian and retired-volunteer pathways, changing VCPR rules, and narrowing the owner exemption for surgery; it was strongly supported by veterinary and animal welfare groups, with some discussion of autonomy and implementation. AB 2010 would permit high-quality, high-volume spay/neuter clinics and mobile sterilization units without a separate surgical suite; the Veterinary Medical Board opposed unless amended, while animal welfare groups supported it, and members emphasized the need for safety and clarity. AB 2311 would let public health care district hospitals directly employ physicians, with amendments intended to protect physician autonomy; CMA remained opposed unless amended, while district hospitals and other supporters said it would improve recruitment and access. The committee also heard AB 2402, which would update the definition and fee structure for multi-service health club studios, but the discussion was cut off in the transcript. After quorum was established, the committee voted to pass several bills out on call, including AB 1307, AB 1598 consent, AB 1703, AB 1758, AB 1775, AB 1794, AB 1939, AB 1999, AB 2010, AB 2250, AB 2311, and AB 2477, sending them to the appropriate fiscal or policy committees, with some recorded no votes on a few measures.
HI
Hawaii 2026 Regular Session
House Chamber Fri May 8, 2026, 10:00AM HST - Day 58
Hawaii House Floor Meeting
Transcript Highlights:
- They need predictability before making a major investment in a system that will lower their electricity
- The Senate wanted a long-term endowment model. This final product does both.
- compensated and prompted a re-examination of the long-standing re-examination of the long-standing model
- So why are we rushing to lock Hawaii into a model that even national leaders are still trying to sort
- that belong ...toward compensation models that belong in pro sports.
LA
Transcript Highlights:
- We're going to look at the appropriation and then do our forecasting model in reverse so that we open
- The way we had looked at this and the national models for critical— The way we had looked at this and
- the national models for critical incident review teams is that, and the way that we read this is the
- would be around 1,700 investigations that we would have to be looking into in addition to the working model
- an additional 18 welfare specialists plus a supervisor, three of those, to address what you’re predicting
Keywords:
registrar of voters, parish registrar, chief deputy registrar, confidential assistant, election administration, elections, salary schedule, compensation, merit evaluation, population-based pay, census-based pay, Department of State, Secretary of State, State Board of Election Supervisors, redistricting, senate districts, Senate District 33, Senate District 34, Senate District 35, precincts
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Oct 7th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- Boothman, a really excellent presentation about the Michigan model, and that doesn't require legislation
- I would be particularly encouraged if the Michigan model were adopted by more facilities in New Mexico
- And so I think that's why the Michigan model is important, because it protects conversations, allows
- And then he, sure enough, killed one of our clients, which was very predictable, because when we did
- I believe there's a sheet over there, and lovely Claire will model that.
TX
Transcript Highlights:
- It also introduces a three-year assessment model that provides effective progress monitoring throughout
- Alaska does use a three-year assessment model. ...but what they use for their beginning and middle of
- The last model sounds like the model that we had put into our wonderful bill during the regular session
- Finally, the bill maintains strong accountability, ensuring that changes to performance standards are predictable
- , modeled in advance, and occur no more than once every five years.
Bills:
HB8
Keywords:
HB 8, Texas public school accountability, school accountability, public school transparency, STAAR, state assessments, instructionally supportive assessment program, Student Success Tool, Texas Education Agency, TEA, accountability ratings, A-F ratings, through-year assessment, benchmark testing, norm-referenced assessment, college career military readiness, CCMR, local accountability plan, school district performance, campus turnaround
TX
Transcript Highlights:
- We've done some models on this.
- So given the preference of a homestead exemption or a compression model, which is your preference?
- What, what would you suggest if, if homestead exemptions were the model?
- So, I can't answer your question directly because we can't all, you know, none of us can predict the
- Uh, the current model is not sustainable.
Keywords:
HB 8, Texas public school accountability, school accountability, public school transparency, STAAR, state assessments, instructionally supportive assessment program, Student Success Tool, Texas Education Agency, TEA, accountability ratings, A-F ratings, through-year assessment, benchmark testing, norm-referenced assessment, college career military readiness, CCMR, local accountability plan, school district performance, campus turnaround
OR
Oregon 2026 Regular Session
House Interim Committee On Health Care 06/16/2026 2:30 PM
Transcript Highlights:
- So each business model is very different, and most of them are set up this way from the beginning.
- Is that kind of become more predictable? Maybe that's the way. Ternos, yes.
- OHA is moving to release the rate model on August 12th to provide 21 days for CCO review.
- And this thing is like one of the most fundamental pieces of our model.
- And this thing is like one of the most fundamental pieces of our model.
Summary:
The committee held an informational hearing focused first on Oregon Medicaid coordinated care organization (CCO) finances and rate setting. Oregon Health Authority staff explained how 2025 CCO financial results will inform 2027 capitation rates, including reserve requirements, subcapitation arrangements, and major cost drivers such as behavioral health, pharmacy, rural hospital costs, and dental directed payments. They said the Legislature’s added 2025 funding materially improved CCO margins and that, without it, the program would have been negative overall. Members asked about retained earnings, subcapitation, behavioral health utilization, ABA therapy, and whether outcomes are being evaluated; OHA said rate setting is actuarial and that CCOs, OHA, and other partners all play roles in monitoring efficacy and access. OHA also reviewed House Bill 4039 changes intended to increase transparency and give CCOs earlier access to rate information and reconciliation exhibits.
CCO representatives then testified that the system is under significant financial pressure and that behavioral health state-directed payments, benefit changes, and federal uncertainty from H.R. 1 are reducing flexibility. CareOregon said it has lost more than $500 million over the last couple of years and is now making provider terminations and other network changes to align spending with available funding, while emphasizing that CCOs must make hard decisions about which services and providers can be sustained. Eastern Oregon CCO said rural and frontier factors, cost-based hospitals, air ambulance needs, and statewide efficiency adjustments are not fully reflected in rates, and that dental funding is especially strained. Trillium similarly warned that state-directed payments and benefit expansion pressures are constraining the global budget model and that H.R. 1 could worsen acuity and volatility. Members pressed the witnesses on who is responsible for evaluating treatment effectiveness, especially for ABA and psychotherapy, and on how utilization limits and reimbursement changes are being used to control costs.
The committee then shifted to an overview of the Affordable Care Act and Oregon’s commercial insurance market. Department of Consumer and Business Services staff explained actuarial value, metal tiers, premium tax credits, medical loss ratio rules, and the main drivers of premium rates: cost trend, utilization trend, and administrative costs. They said mandates have likely added only a limited amount to premiums over the past decade, though the exact effect is difficult to isolate, and they gave examples of how high-cost, low-volume services versus broad, high-utilization services can affect rates differently. Staff also noted that Providence Health Plan and PacificSource Health Plans are withdrawing from the individual market, though consumers should still have at least three insurer options in every county and may have four in many counties. The division said it is in the middle of reviewing proposed 2027 rates and will continue its public rate review process, including hearings and written comment.
TX
Transcript Highlights:
- Through Senate Bill 2487, we want to offer this model statewide.
- This bill contributes to a more stable and predictable economic environment.
- It's not appropriate for too many people, and we need to create other models, residential models of care
- Haven for Hope, it's a good model, but they kick out a lot of people.
- The model works; it has for 19 years.
Keywords:
flooding, disaster response, emergency preparedness, state guidance, public safety, election officials, confidentiality, personal information, government transparency, spirit beverages, alcoholic beverages, Texas Alcoholic Beverage Code, distribution, taxation, firearms, local regulation, archery equipment, weapons, voter registration, statewide list
TX
Transcript Highlights:
- I would probably have better luck predicting the weather next month than predicting what Congress is
- But as far as coming up with the business plan for it, the model for it—does the business plan work?
- The Texas model, as DIR's structure is known by other states, is the closest thing to privatized state
- $3.4 billion, the cooperative contracts are more of our do-it-yourself models.
- **George Purcell**: That's one of the reasons we have the outsourced model that we do.