Video & Transcript Research : 'longitudinal analysis'

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OK

Oklahoma 2026 Regular Session

Appropriations and Budget Education Subcommittee Jan 22nd, 2026 at 09:00 am

A&B Education Subcommittee

Transcript Highlights:
  • That's what we're working like with Regents and Workforce Commission trying to get a longitudinal system
  • We also conducted a grantmaking analysis. We partnered for a 15 year grantmaking analysis.
  • most significant one for our plan was the amendment to The Oklahoma pension legislation actuarial analysis
  • is a bill that would allow teachers to retire, and that we just had analyzed from our actuarial analysis
Keywords: 914, all
NM
Transcript Highlights:
  • Our 2024-2025 initial analysis of the recent data that we just received yesterday, if I remember correctly
  • the third year of full K-12 iReadyMath implementation, giving us the ability to monitor growth longitudinally
  • But again, I think There's a space to do an analysis and look at when is it that you get that ROI, that
  • Analysis focused on structured literacy practices would be a great next step as we look at this.
  • It's not computer analysis; it's not this fancy program that's coming in and so on and so forth.
NM
Transcript Highlights:
  • And when we've done longitudinal case analysis with de-identified cases, we found, you know, the long-term
NM

New Mexico 2025 Regular Session

IC - Legislative Health and Human Services Jul 22nd, 2025

Legislative Health & Human Services Committee

Transcript Highlights:
  • And what has not been able to be done is the analysis that goes beyond just counting licenses.
  • We've been involved in a longitudinal retention study with the University of North Carolina since 2011
CA
Transcript Highlights:
  • And that's why we're really looking at this after protracted analysis and conversations with the industry
  • , and so that... ...is not one that we had anticipated when we did our initial analysis.
  • But again, I appreciate the administration's work on this and the LAO analysis.
  • So I'm sympathetic and share the L.A.O. analysis on this.
  • So I'm sympathetic and share the L.A.O. analysis on this.
Keywords: 987, senate, all
Summary: The subcommittee heard several May Revision proposals, primarily from the Department of Food and Agriculture, the Government Operations Agency, the Department of Technology, and the Franchise Tax Board. CDFA presented funding for the animal care program under Proposition 12, a transition away from the state hemp program to USDA oversight by January 1, 2028, ongoing support for agricultural statistics reporting after USDA reorganization, and trailer bill changes to the department’s indirect cost cap. The LAO generally supported the animal care, hemp transition, and statistics proposals, while also urging future review of the Prop 12 funding once litigation is resolved. The indirect-cost-cap language was described as technical and not increasing charges to programs, and it was held open with no objections from the LAO or Finance. The committee also discussed the new federal Workforce Pell program and related Cradle to Career funding and trailer bill language. Finance said the state is still reviewing federal rules and is focusing on basic implementation steps, with the trailer bill assigning eligibility determinations to the California Student Aid Commission, requiring data sharing through Cradle to Career, and prioritizing public institutions first. The LAO urged caution because the federal rules were just finalized and said the Legislature should better define the process and costs before appropriating the $1.3 million requested for Cradle to Career. Members raised policy concerns about limiting the program to certain institutions and about aligning the proposal with pending legislation and broader workforce policy. The Department of Technology presented a $1 million request for Poppy, the state’s digital assistant, to expand a secure GenAI platform for state employees. Members asked detailed questions about data security, model training, bias controls, and whether the system could eventually support local governments; CDT said the system uses state-controlled cloud infrastructure, does not use user data for training, and quarantines new models for review. CDT also sought provisional authority for the Middle Mile Broadband Initiative to cover possible operating shortfalls while the network is still being built; the LAO remained concerned about broad spending authority, and several members questioned the revenue assumptions and oversight. FTB then proposed retaining a smaller set of CalFile resources after the federal Direct File program was discontinued, with the LAO saying the reduced staffing level was broadly reasonable but still worth legislative scrutiny. The committee also began hearing the administration’s revenue proposals, including a permanent limitation on business tax credits and a tax on electronically delivered prewritten software, with the LAO generally supporting the goal of raising ongoing revenue but recommending changes to the software proposal’s exemptions and business-use treatment.
OK
Transcript Highlights:
  • in the very back page, it says that after all of this is said and done, after the return of the analysis
  • Representative, to that same end, actuarial services are just one piece of the analysis, correct?
  • There is a medical impact, and then there's a cost analysis. Is that correct? That is correct.
TX
Transcript Highlights:
  • , forensic science is an essential role in the criminal justice system, providing the scientific analysis
  • However, the profession faces a growing shortage of qualified professionals. forensic analysis, creating
CO

Colorado 2026 Regular Session

Colorado House 2026 Legislative Day 118 May 12th, 2026

Colorado House Floor Meeting

Transcript Highlights:
  • A quick analysis of this bill.
  • The enterprise shall also provide to the joint budget committee an analysis of the effects of changing
  • Do we do that same sort of analysis as we consider spending this kind of money again year over year..
  • Uh, there should be actuarial analysis.
  • data system... ...statewide longitudinal data system, which is already prescribed by state statute.
Keywords: 981, all
CA
Transcript Highlights:
  • But, I mean, I think conceptually, it makes sense that, like the staff analysis summarizes and as represented
  • allocated to LEAs at a per-pupil rate using prior-year school enrollment data from the California Longitudinal
  • And based on our analysis of recent meal growth trends, we would estimate that the state would serve
  • And this aligns with an analysis assessment that the Department of Education conducted.
Summary: The committee heard a series of budget proposals focused on education finance, with repeated questions about whether the state’s investments are coordinated, targeted to the highest-need students, and likely to produce measurable results. On the first item, the administration proposed $1 million for a study of California’s curriculum framework, standards, and instructional materials process, plus $250,000 for supplemental ELA/ELD guidance. CDE and Finance said the study would examine how other states organize standards, frameworks, and adoptions, while the chair and members questioned why California has gone so long without updating some standards, what the study would actually accomplish, and whether the proposal was too vague to justify the cost. The issue was held open. The committee then took up a proposed $25 million statewide literacy network within the system of support. CCEE and CDE said the network would coordinate multiple existing literacy leads, create a clearinghouse of evidence-based resources, and improve coherence across the state’s many literacy initiatives. Members pressed on how a one-time, five-year allocation could support a long-term system, how the work would reach distressed and rural districts, and whether the proposal would translate into classroom change rather than just another layer of coordination. The issue was also held open. Next, the committee reviewed a $500 million proposal to expand literacy coaches and reading specialists and to create a math coaches program. CDE described the existing literacy coach cohorts as producing positive reports from participating LEAs, while the LAO recommended modifications, especially for the math coach portion, including limiting eligibility to elementary schools, setting minimum grant amounts, directing funds to eligible school sites, and making eligibility automatic rather than application-based. Members focused on whether coaches were actually being placed at the schools with the greatest need and whether the state has a coherent long-term strategy for literacy and math investments. The committee also heard a $40 million proposal for training and implementation of K-2 reading difficulty screeners, which the LAO said was reasonable but could be reduced because $25 million had already been provided for training; CDE said the new funds were needed for full implementation, procurement, and sustainability. Finally, the committee heard a $10 million proposal for a developmentally appropriate TK multilingual learner screener, with CDE explaining why the preschool language-identification process is different from K-12 EL assessment and the chair asking staff to explore whether a single, more consistent approach could be developed. The meeting concluded with a presentation on universal school meals and kitchen infrastructure, including a $31.5 million backfill, an $84.1 million increase for projected meal growth, a COLA adjustment, and $150 million for kitchen upgrades and training to support freshly prepared meals.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Mental Health, Substance Use and Recovery Jun 21st, 2026 at 11:00 am

Joint Committee on Mental Health, Substance Use and Recovery

Transcript Highlights:
  • They conducted a cost-benefit analysis by integrating local health data for Baltimore and data on the
  • Because I don't know if you've heard of the adverse childhood experience, that longitudinal study, ACE
  • Because I don't know if you've heard of the adverse childhood experience, that longitudinal study, ACE
  • , I don't know if you've heard of the adverse childhood experience, that longitudinal study, ACE.
Keywords: 995, all
Summary: The Joint Committee on Mental Health, Substance Use, and Recovery held a public hearing on several harm reduction bills, including measures to decriminalize simple possession and paraphernalia, authorize overdose prevention centers, and expand access to naloxone for first responders. Chair Mindy Domb and Senator John Velis opened by describing harm reduction as an evidence-based public health strategy and noting Massachusetts’ recent decline in fatal overdoses. They emphasized that testimony would help shape whether and how the bills advance, and explained the hearing process, including time limits and written testimony. Testimony was sharply divided. Supporters, including Rep. Kate Donaghue, Sen. Cindy Friedman, Rep. Marjorie Decker, Rep. Manny Cruz, public health professionals, recovery advocates, and people with lived experience, argued that harm reduction saves lives, reduces stigma, and can connect people to treatment. They supported overdose prevention centers and decriminalization as tools to keep people alive long enough to enter recovery, and several speakers described personal losses to overdose or family experiences with addiction. Some supporters also framed the bills as racial justice measures, arguing that criminal penalties for possession have disproportionately harmed Black and brown communities. Opponents, including Sen. Nick Collins and several South End residents, argued that overdose prevention centers and decriminalization would worsen public drug use, crime, and neighborhood disorder, especially around Mass and Cass. They said current approaches such as Section 35, diversion, and police leverage into treatment are more effective, and they urged more treatment beds and recovery facilities instead of harm reduction sites. Committee members questioned witnesses about research, local siting, crime data, and the relationship between harm reduction and treatment, and several members said neighborhood impacts must be considered alongside overdose prevention. The committee did not take a vote during the hearing; it continued receiving testimony and announced a later break before resuming on H. 2196 and S. 1393.
MD

Maryland 2026 Regular Session

Senate Floor Session, 2/19/2026 #1

Maryland Senate Floor Meeting

Transcript Highlights:
  • Maryland Longitudinal Data Systems Center, External Data Sharing with Third Party Data Centers for Multi-state
  • We've been having some discussions about this and talking to the longitudinal data system center and
Summary: The Maryland Senate convened with an invocation by Rabbi David Hland, followed by a series of introductions and recognitions for visiting groups and guests, including Delta Sigma Theta members for Delta Day in Annapolis, Towson High School students, the Maryland Pharmacy Coalition, interns, and other visitors. The Senate adopted a resolution honoring Delta Sigma Theta Sorority, Incorporated Maryland chapters for service, scholarship, sisterhood, and social action, and also journalized the rabbi’s invocation. Several committee and delegation announcements were made, including upcoming bill hearings and voting sessions. On legislation, the chamber handled a number of special-order and third-reading bills. Senate Bill 56 and Senate Bill 99 were both delayed for further amendment work, with SB 99 ultimately amended and ordered printed for third reading. The Senate also received and referred a bond initiative and heard an executive nominations report, with the nominations set for consideration in open session at a later time. During third reading, the Senate passed numerous bills, including measures on mail and service animal program disqualifications, police promotion pay restrictions, counterfeit lease penalties, Motor Vehicle Administration identification card requirements, environmental health specialist board sunset extension, used vehicle bill of sale requirements, collective bargaining for ATC cannabis police officers, transfer-on-death designations for vehicles and vessels, heavy-weight port corridor permits, controllable electronic records, lead paint abatement bonding and insurance, civic excellence in public schools, child pornography penalties, cemetery sale/transfer requirements, tobacco licenses for electronic smoking devices, legal services board membership, Baltimore County Public Library supervisory bargaining, money transmitter definitions, scalp cooling insurance coverage, prosthesis and orthosis coverage, elevator inspection database access, tax increment financing in noncontiguous areas, professional liability disclosure for certain care facilities and midwives, immunity for donation of pet supplies, massage therapy board revisions, and others. One bill drew floor debate: Senate Bill 82, which would increase penalties for counterfeit lease of real property, was opposed by a senator who argued it would disproportionately impact renters and conflict with justice reform goals. Despite that objection, the bill passed. The Senate also changed one recorded vote on Senate Bill 252 from red to green by unanimous consent. Overall, the session was marked by routine passage of a large slate of bills, a few postponements for amendment negotiation, and several ceremonial recognitions and announcements.
NH

New Hampshire 2025 Regular Session

House Ways and Means (01/28/2025)

Transcript Highlights:
  • Chair responded, and the speaker said he was looking at the Fiscal Policy Institute's analysis of the
  • says this would uh that the analysis says this would uh free<00:55:11.799> up<00:55:11.960>
  • <00:56:28.680> of<00:56:28.880> the fiscal policy institutes analysis of the fiscal
  • policy institutes analysis of the business<00:56:29.400> Enterprise<00:56:30.000> tax<
  • Would you have a different analysis if there were some kind of chart about a tiered system?
Keywords: 928, house, all
Summary: The committee held a public hearing on HB 135, introduced by Representative Michael Harrington. He said the bill would codify a portion of the New Hampshire Constitution to bar New Hampshire businesses from being required to collect sales or use taxes for other states unless Congress mandates it, arguing that the U.S. Supreme Court’s Wayfair decision created an onerous compliance burden for businesses. He described the patchwork of state and local sales tax rules, thresholds, and product exemptions as extremely complex and said the bill was intended to push the issue back toward Congress and the courts. Members questioned whether the bill’s reference to a “foreign government” would apply to other U.S. states, whether the proposal would conflict with the Supremacy Clause, and whether it would create standing for businesses to challenge Wayfair. Harrington responded that “foreign government” meant any government other than New Hampshire, that he believed the state could challenge the decision in court by passing a law contrary to Wayfair, and that businesses were already being harmed by compliance costs. Some members raised concerns about whether the bill was an unfunded mandate or simply a private compliance burden, and Harrington argued that the state itself would not be collecting the taxes, but businesses would still face recordkeeping and administrative costs. Sam Garland of the Department of Justice then testified. He said the department was not taking a formal position on the bill, but offered technical comments. Garland acknowledged that Wayfair created significant compliance burdens and noted that states have become somewhat more uniform, with all states now having a $100,000 economic nexus threshold, though not all use the 200-transaction threshold and local tax variation remains substantial. He said the department’s concerns were legal, describing the issue as uncharted constitutional territory involving both vertical and horizontal federalism. No vote or final action was taken during the hearing.
TX

Texas 89th Regular

Health and Human Services (Part I) Apr 9th, 2025

Health & Human Services

Transcript Highlights:
  • I have a couple of questions, and I'm kind of looking at your list here and then our analysis.
  • And I'm kind of looking at your list here and then our analysis.
  • For that reason, we favor more of a longitudinal view on the conditions described in this bill as a manner
  • But anyway, you got a special heart on this on my analysis sheet today.
  • So one of the things that we discussed in analysis was, and I'll bring TDI up here, is, one, the fiscal
Summary: The Senate Committee on Health and Human Services met with several members initially absent, then later established a quorum. The committee heard multiple bills, with most testimony focusing on access to care, insurance practices, senior safety, and health care worker protections. Several bills were laid out with committee substitutes, and public testimony was limited to two minutes per witness. Most bills were left pending after testimony, with no final votes taken in the portion provided. Senate Bill 2069 would create a work group to study the feasibility of a statewide acute psychiatric bed registry; the substitute shifts appointment authority to the Health and Human Services Commissioner and extends reporting and sunset dates. Senate Bill 463 would expand workplace violence protections to additional hospice, home and community support, intermediate care, and state-supported living center settings. Senate Bill 1283 would require background checks and transparency measures for senior retirement communities after testimony about the Dallas-area serial killings of elderly residents. Senate Bill 1784 would require 60 days’ written notice before medical debt is sent to collections. Senate Bill 527 would require medical insurance coverage for general anesthesia for medically necessary pediatric dental procedures for children under 13 with qualifying conditions; pediatric dentists testified that denials delay needed care. A major portion of the meeting centered on prior authorization. Senate Bill 1380 would eliminate prior authorization for a broad list of services, including emergency, primary, mental health, substance use, chemotherapy, preventive, pediatric hospice, and certain chronic-condition care. Physicians and hospice advocates supported the bill, describing delays, administrative burden, and patient harm, while health plans opposed blanket exemptions and argued prior authorization helps prevent unnecessary care and control costs. Relatedly, Senate Bill 547 would require insurers to report gold-card prior authorization exemptions to TDI and create a centralized database and annual report; TMA supported better tracking, while health plans warned of duplicative reporting and administrative cost. Senate Bill 407 would require health care facilities to honor conscience- and religion-based vaccine exemptions for employees, with testimony from a physician and vaccine-choice advocate supporting the bill. The committee also heard Senate Bill 1383, which would regulate senior living referral agencies, allow more flexible compensation structures, and add disclosure and consumer protections; an out-of-state referral company and A Place for Mom supported it. Senate Bill 1511 would allow freestanding emergency centers to provide outpatient services in addition to emergency care, with consumer protections such as estimates, limits on facility fees, and restrictions on balance billing. The chair repeatedly announced that bills were being left pending after testimony, and no final committee action or recorded votes were taken in the transcript provided.
NM
Transcript Highlights:
  • relation, To program outcomes and the true cost of essential support, such as staffing and data analysis
  • Current data limitations also prevent the state from, Connecting Student Outcomes in a Longitudinal Way
FL

Florida 2025 Regular Session

March 5, 2025 - 10:15 AM

Transcript Highlights:
  • We do limit that to crossings only and not longitudinal lines because we just want to really protect
  • proposed facilities, undergo a review process by the relevant agency, potentially include engineering analysis
Summary: The Economic Infrastructure Subcommittee met with a quorum present and first heard HB 11 from Representative Robinson. The bill would address an unintended consequence in Florida’s municipal utility surcharge law by requiring the same water/utility rate for residents when a utility facility is physically located within one municipality but owned by another, rather than allowing the owning municipality to impose a 25% surcharge. The sponsor and several members described it as a fairness issue affecting residents who do not receive local tax support for the facility but still bear the surcharge. Public testimony included support from AARP and Miami-Dade County and opposition from North Miami Beach. The bill was reported favorably on an 18-0 vote. The committee then held a panel discussion on utility use of public rights-of-way and utility relocation. Panelists from FDOT, county government, gas, water, electric, and communications sectors described the permitting process, noting that FDOT uses a detailed utility accommodation manual and that local governments may use permits, franchise agreements, or ordinances depending on the utility type. They emphasized that utilities often must coordinate early with agencies using long-range work programs and project plans, and that the process differs by utility and jurisdiction. Communications witnesses discussed Chapter 337 and the 60-day local permitting shot clock, while others noted the role of Sunshine State One Call in locating facilities before excavation. A major focus was who pays for relocations when road or infrastructure projects require utilities to move. FDOT and several panelists said utilities generally bear the cost when they are in public right-of-way, with exceptions such as certain interstate/interchange projects and easement impacts. Utility representatives said relocations are often effectively new builds, can be costly, and are ultimately reflected in rates or customer costs. Members also asked about easements versus right-of-way, damage and disputes during construction, broadband workforce needs, and whether legislation could improve coordination. Panelists largely said the existing process works best when agencies, contractors, and utilities communicate early and continuously, and that more legislation may not be necessary compared with better planning, staffing, and use of technology.
TX

Texas 89th Regular

Business and Commerce May 20th, 2025

Business & Commerce

Transcript Highlights:
  • Members, you should have some documents being passed out in front of you that is some printed analysis
  • criminal, a nation-state threat actor would, and we then compile that information into a near-live analysis
  • Members, you should have some documents being passed out in front of you that is some printed analysis
  • Yes, we provide services, like I said, and software—ready-made software that can provide a lot of analysis
  • Additionally, the bill mandates that the division prepare detailed cost analysis reports for each project
Summary: The committee took up several pending business items and reported a series of House bills out of committee, including HB 2467, HB 2468, HB 2518, HB 4310, HB 4386, HB 4490, HB 5323, and HB 149. Most of these were advanced on committee substitute motions and sent to the local and uncontested calendar or reported favorably to the full Senate. HB 2467 drew one nay vote, while the others were approved without opposition. HB 4310 and HB 4386 were described as committee-substitute versions with changes narrowing disclosure requirements and preserving attorney-client privilege in certain circumstances. A major portion of the meeting focused on HB 149, an AI governance bill. The substitute was explained as addressing biometric identifier capture and storage, exempting certain AI uses for security and fraud prevention, clarifying definitions, restricting AI systems that simulate explicit child sexual content, adjusting Attorney General investigative authority, refining sandbox program waivers, reducing Texas AI Council powers and membership, and adding DIR coordination provisions. The committee adopted the substitute and reported the bill favorably. The committee then heard extensive testimony on HB 1500, the DIR sunset bill. The author said the bill would continue DIR for 12 years, restructure its board, update advisory committees, require regular cybersecurity assessments and penetration testing for state agencies, improve IT procurement training, and transfer the e-grants program to the Comptroller. A Texas 2036 witness supported the bill as a way to strengthen governance, procurement, and cybersecurity. Members asked detailed questions about the bill’s structure and then left HB 1500 pending. The committee also heard a lengthy presentation on HB 150, which would create the Texas Cyber Command as a component of the University of Texas System, administratively attached to UTSA and located in San Antonio. The author argued the command would centralize cyber threat intelligence, incident response, and digital forensics, and would be able to support state and local entities, with optional services for local governments. Members raised concerns about university mission drift, governance, security, chain of command, procurement authority, gifts and donations, and civil liberties implications of proactive cyber monitoring. Witnesses from UTSA/NSCC and SecurityScorecard testified in support, emphasizing the security of the downtown San Antonio facility, the existing cyber ecosystem there, and the need for a dedicated cyber capability. The bill remained under discussion with no final committee action announced in the excerpt.
KY
Transcript Highlights:
  • That's rudding and then longitudinal cracking, uh, utility cuts, pattern cracking, potholes, and base
  • That's rudding and then longitudinal<00:54:28.000> cracking,<00:54:29.280> uh,<00:54:29.680
  • > utility<00:54:30.280> cuts, longitudinal cracking, uh, utility cuts, longitudinal cracking
Summary: The committee’s first interim meeting opened with roll call, a quorum, and a briefing from Transportation Cabinet officials on the Cabinet’s response to severe weather and tornadoes in Kentucky, especially the May 16–17 storms that caused deaths and widespread damage in Pulaski and Laurel counties, with an additional tornado noted in Washington County. Secretary Jim Gray, State Highway Engineer James Ballinger, and District 11 engineer Chris Jones described how crews in all 120 counties were placed on alert, how roads were cleared of debris, and how KYTC coordinated with emergency management, law enforcement, local governments, and utilities to restore access and power. They reported major impacts on roads, signals, and other infrastructure, including the EF4 tornado path through Pulaski and Laurel counties, and said KYTC also helped with debris hauling, airport cleanup, and delivery of water and meals. The officials gave specific recovery figures for Laurel County, including 1,800 loads of construction and demolition debris hauled, about 11,000 tons and 22,000 cubic yards removed, with roughly 50% of vegetative debris cleared at that point. They said all state roadways in Laurel County were reopened, the London-Corbin Airport was returned to flight operations by Sunday, and a transition plan was underway for Laurel County Fiscal Court’s contractor to take over debris operations. Gray also noted that KYTC had helped issue replacement IDs, licenses, registrations, and titles at no cost in disaster areas, and said the Team Kentucky Storm Relief Fund had raised nearly $1.5 million from more than 6,000 donors. Members praised KYTC staff as first responders and thanked them for their quick response and coordination. Several legislators recounted local impacts in Washington, Pulaski, and Laurel counties, including blocked roads, rescue challenges, looting concerns, and the scale of property damage. One member asked how KYTC inspects bridges and infrastructure after disasters to check for hidden damage, and officials said the process depends on the event and can include bridge inspections and checks of tall infrastructure such as light poles. No votes or formal committee actions were taken during the discussion.