Video & Transcript Research : 'longitudinal analysis'
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OK
Oklahoma 2026 Regular Session
Government Oversight REVISED - HB3852 -Added Mar 5th, 2026 at 10:30 am
Government Oversight
Transcript Highlights:
- advisors if you are making a recommendation for or against that and it's based on a written financial analysis
Bills:
HB1739, HB1784, HB1889, HB2116, HB2206, HB3625, HB2939, HB3028, HB3265, HB3313, HB3413, HB3414, HB3415, HB3416, HB3417, HB3418, HB3420, HB3588, HB3748, HB3721, HB3852, HB4132, HB4263, HB4303, HB4311, HB4428, HB4429, HB4434
Keywords:
retirement, law enforcement, disability benefits, pension system, Oklahoma, education reform, local control, student outcomes, curriculum changes, school funding, public retirement systems, pension, retirement benefits, cost-of-living adjustment, COLA, inflation adjustment, CPI-U, Consumer Price Index, firefighters pension, police pension
NH
New Hampshire 2025 Regular Session
House Judiciary (01/29/2025)
Transcript Highlights:
- Longitudinal studies implicate PFAS in a multitude of disorders, including fetal development issues,
- > reason called Forever chemicals for that reason called Forever chemicals for that reason longitudinal
- 10.319>
implicate <00:07:10.840>past <00:07:11.360>in <00:07:11.479>a longitudinal - studies implicate past in a longitudinal studies implicate past in a multipe<00:07:12.319>
of - Now what do you want to just the analysis, or...
Summary:
The committee first heard House Bill 199, which would extend the statute of limitations for civil actions seeking damages from PFAS contamination from six years to 20 years. The prime sponsor and other supporters argued that PFAS contamination in southern New Hampshire has long-term and often delayed health and property impacts, making the current six-year period too short for victims to discover harm, connect it to exposure, and seek relief. Supporters described contamination in places such as Merrimack and surrounding communities, cited health concerns including cancer, developmental issues, and other illnesses, and said a longer period would better preserve legal rights while still requiring proof of causation. The Department of Environmental Services said it was not taking a position but acknowledged the contamination and ongoing work to address it. The Business and Industry Association opposed the bill, arguing that evidence becomes stale over time, memories and documents fade, and a longer window would make it harder to determine causation when other exposures or intervening factors may be involved.
Committee members questioned both sides about causation, the difficulty of proving PFAS-related illness, and whether a 20-year period was necessary if a plaintiff already knows of the injury and its source. Supporters responded that PFAS effects can emerge slowly, that scientific understanding continues to develop, and that current knowledge is still incomplete. Opponents said the existing discovery rule already starts the clock when harm and causal connection are known, and that extending the period would reduce clarity and fairness in litigation. After testimony and questions, the chair closed the hearing on HB 199.
The committee then opened House Bill 268 FN, which was described as a technical measure to confirm that the Board of Tax and Land Appeals may hold hearings in its Concord hearing rooms. The sponsor indicated the bill reflects current practice and does not require additional facilities. With only one witness listed and no apparent opposition, the discussion was brief and focused on why the authorization should be placed in statute rather than left to practice.
MN
MN
Transcript Highlights:
- This includes the Minnesota student survey, statewide longitudinal research, and evaluations of initiatives
- They support state policymakers, fiscal analysis and budget forecasts, and then the tax levy limitations
Summary:
The Education Finance Committee met on March 3, 2026, approved the minutes from February 26, and then held a lengthy informational hearing on the Minnesota Department of Education’s funding and internal allocation of resources. House fiscal staff walked members through several spreadsheets showing federal, non-general fund, and general fund administrative spending, noting the data was filtered from SWIFT and was not exact. The chair said the discussion was intended to help members understand how MDE is funded and how those funds are used internally, in advance of later budget decisions and a separate upcoming hearing on the Perpich Center.
Commissioner Willie Jett opened by describing MDE’s mission, statewide reach, and FY 2026 budget of about $14.1 billion, most of which flows directly to districts and charter schools for instruction, special education, transportation, nutrition, and operations. He emphasized transparency, accountability, and the department’s role in implementing laws, distributing aid, and supporting schools and students across urban, suburban, and rural communities. He also noted the department serves more than 873,000 pre-K through 12 students in 2,264 schools.
Deputy Commissioner Maren Holden outlined the Office of American Indian Education, the Office of General Counsel, and the Office of Inspector General, highlighting support for American Indian students, legal and rulemaking work, special education dispute resolution, fraud prevention, and student maltreatment investigations. Assistant Commissioner Dr. McCari Traum described the Office of Equity and Engagement, including equity and inclusion training, safe and supportive schools work, public engagement, family outreach, and fraud-prevention coordination. Assistant Commissioner Darren Cordy reviewed nutrition programs, special education services, and the charter center, including free school meals, commodity food distribution, IDEA compliance, and charter school support.
Assistant Commissioner Bobby Bernham then described the Office of Teaching and Learning, including early education, academic standards, instruction and assessment, state library services, expanded learning, and literacy work. He highlighted early childhood alignment efforts, standards development across core subjects, professional learning, and library grants. No votes were taken beyond approval of the prior minutes, and the meeting remained informational, with members expected to ask questions after the presentations.
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on Education. (7-1-26)
Transcript Highlights:
- like other states are extremely jealous of our ability to create, to link data through our state longitudinal
Summary:
The Budget Review Subcommittee on Education met for an overview of the Council on Postsecondary Education (CPE). After approving the prior meeting minutes, staff from CPE explained that the council was reconstituted in 1997 and serves as Kentucky’s statewide coordinating body for higher education, with responsibilities including advising the General Assembly and governor, coordinating the postsecondary system, supporting budget and performance funding work, and using data to track outcomes. They described Kentucky’s governance structure, including the KCTCS governing board, independent boards at public universities, and CPE’s role in licensing private institutions and overseeing transfer, closed-school records, and tuition approval.
CPE staff emphasized statewide strategic planning and the “60 by 30” goal of having 60% of working-age Kentuckians hold a meaningful credential by 2030. They said the agency uses dashboards, KPIs, and peer comparisons to set targets for institutions and monitor enrollment, retention, and graduation. They also highlighted the Kentucky Graduate Profile, a voluntary effort to embed 10 essential workforce skills into general education and major programs, and noted ongoing work on academic program approval, performance funding, and a biennial budget request.
The presentation also focused on student support and workforce alignment initiatives. Staff described the Kentucky Advising Academy, the Commonwealth Education Continuum, and the Kentucky Student Success Collaborative, which work with K-12 partners and campuses to improve advising, transfer, wraparound supports, and career planning. They also discussed GEAR UP, the Futurity career-planning platform, and efforts to connect education pathways to workforce needs, including healthcare, veterans, and other adult learners. CPE reported that student debt at graduation has fallen to $10,168 at public institutions and that six in ten Kentucky undergraduates graduate debt free.
AZ
Transcript Highlights:
- A longitudinal study published in Pediatrics, the official journal of the American Academy of Pediatrics
Summary:
The committee first heard Superintendent Tom Horn’s State of Education address, which focused on school safety, academic outcomes, teacher pay, school choice, and opposition to DEI/CRT in schools. Horn argued that students cannot learn unless schools are safe, cited increased funding for school police officers and a recent Tucson charter school incident as evidence for more officers, and said the department’s academic efforts have centered on Project Momentum, tutoring, cell phone restrictions, career and technical education partnerships, and support for Native American districts. He also urged direct teacher pay increases through Proposition 123 and said the state board should revise teaching standards and school grading practices. Members questioned him about DEI compliance, cell phone enforcement, ESA accountability, teacher preparation programs, school safety funding, and literacy outcomes; Horn said the department’s role is largely advisory in a local-control state, that it tracks school practices on a website, and that it lacks academic outcome data for ESA students because private schools are not tested by the state.
The committee then took up House Bill 2008, which would prohibit public school libraries from using public funds to pay dues or memberships to professional library associations that advocate for libraries and information services. Representative Cooper, the sponsor, said the bill was intended to keep school libraries politically neutral and prevent taxpayer money from supporting ideological advocacy, while arguing that membership could still be paid privately and that free professional development options exist. Opponents, including former librarian Judy Schweber, Marana board member Hunter Holt, and the ACLU of Arizona, argued the bill would undermine professional development, local control, and constitutional rights of association and petition, and that there was little evidence public funds were actually being used this way. Supporters, including Adrienne Johnson, said some library materials and associations promote political viewpoints and should not be funded with public dollars.
After public comment and debate, the committee voted 7-5 to give HB 2008 a do pass recommendation. Members who explained no votes said the bill targeted a non-issue, lacked data showing a problem, and would divert attention from funding and literacy needs. Members supporting the bill said it was a reasonable restriction on public spending and a way to keep school libraries ideologically neutral. The committee then announced it would move on to House Bill 2249, the Parents’ Bill of Rights and Remedies.
NH
New Hampshire 2025 Regular Session
House Education Funding (02/11/2025)
Transcript Highlights:
- <03:56:58.319>
no <03:56:58.560>analysis <03:56:59.080>by we we did no analysis - no analysis by we we did no analysis no analysis by cohort<03:56:59.720>
level <03:56:59.960>< - <04:51:20.480>
you're costs are we the the analysis you're costs are we the the analysis you're - <04:51:40.638>
on but um I can't provide that analysis on but um I can't provide that analysis - No, no, I'm talking about how we do the data analysis. Oh, how we do the data analysis.
Summary:
The committee first discussed HB 443, which would change terms and vacancy language for members of a higher education commission. Members raised concerns that the bill was too narrow to address broader issues with commission membership, including expired appointments, attendance expectations, and whether the Department of Education could replace the commission’s role. Several members suggested the bill was not ready for action and favored holding it for further work, possibly through a subcommittee or work session. One member suggested that if attendance standards were added, no more than two unexcused absences should trigger removal, given the commission’s meeting schedule. The chair said he would defer action and form a small subcommittee to report back before the committee deadline.
The committee then moved to HB 484, dealing with repurposing Career and Technical Education classroom space after 20 years of exclusive use. The chair explained that the bill was aimed at the Milford CTE project, where shared use of space could allow a school to repurpose part of a CTE facility while still using it for CTE-related instruction. Members discussed other possible situations around the state, including Claremont, North Conway, and Jaffrey/Rindge, and whether the bill should be limited to Milford or broadened to allow local districts more flexibility. Some members favored passing the bill now to help CTE projects move forward, while others argued for an amendment removing the requirement that the space be vacated specifically to expand the CTE program occupying it.
Testimony and discussion emphasized that the Milford project had state approval but reduced funding, requiring a smaller scope and repurposing of existing space. Supporters said the bill could help preserve CTE programs while also benefiting general education space needs, and that local districts should have flexibility after 20 years. Opponents or cautious members noted that the language might not fit every district situation and asked for feedback from Director Beard and Steve Rothenberg before final action. The committee did not take a final vote in the portion provided, and instead discussed waiting for an amendment and additional input before acting.
MN
Minnesota 2025-2026 Regular Session
HF2312, the higher education finance bill, passes out of committee 4/21/25
Transcript Highlights:
- Uh, Chair and members, for the tape, Ken Savory, nonpartisan House Fiscal Analysis Department.
- 00:04:36.800>
amount <00:04:37.440>of Line 19 is the SLEDS program, or statewide longitudinal
Summary:
The committee took up House File 2312 and first adopted the DE1 amendment, after which the amended bill was discussed. Nonpartisan fiscal staff walked through the spreadsheet and explained the bill’s higher education budget changes, including increases for state grants and tribal college assistance, unchanged funding for several existing programs, and reductions or eliminations for items such as state work study, summer academic enrichment, student loan counseling, concurrent enrollment, and the student parent support initiative. Staff also noted transfers to special revenue funds, the cancellation and reappropriation of ALS research funding, and a new licensing/registration revenue item. The committee was told the bill met the committee’s zero target overall, with a net general fund change of zero relative to the February forecast, while also adding some non-general fund expenditures for program licensing and registration.
Members asked several questions about the transfers and specific line items, including whether any new special revenue accounts were being created, the foster care wraparound services line, and the treatment of the University of Minnesota and Centric Care partnership. Staff explained that the transfers generally did not create new accounts, that some items were not in the base, and that the U of M/Centric Care partnership was a one-time appropriation in the prior bill but was now being built into the base at a different amount. The University of Minnesota section also included new or continued funding for medical school development, health training restoration, emergency assistance grants, ALS research, and a weather resiliency program, while the Mayo Foundation section eliminated funding for Mayo Medical School and the Mayo family medicine residency program.
The policy portion of the DE1 was then introduced. It included a maximum tuition and fee amount for state grants, direct appropriation of emergency assistance grants to Minnesota State, a juvenile justice appropriation for Metropolitan State University, and the ALS research reappropriation to the University of Minnesota. It also contained repealers for unfunded programs, including a delayed repealer for the student parent support initiative. In the higher education policy article, the bill would allow Minnesota State to offer applied doctoral degrees in cybersecurity, make technical changes to hunger-free campus and sexual misconduct procedures, extend pregnant and parenting student protections to private institutions, allow OHE to retain up to 10% of certain competitive grants for administration, consolidate reports, change the state grant formula so negative FAFSA contributions count as zero, and reduce the state grant lifetime credit cap from 180 to 120 credits. The Northstar Promise provisions would limit tuition and fees to resident rates and require MnState, and request the University of Minnesota, to ensure eligible students receive the benefit.
MN
Minnesota 2025 1st Special Session
House Higher Education Finance and Policy Committee 4/21/25
Higher Education Finance and Policy
Transcript Highlights:
- 00:01:56.479>
to Uh, Chair and members, for the tape, Ken Savory, nonpartisan House Fiscal Analysis - Line 19 is the SLEDS program, or statewide longitudinal education data system, which remains at the $5.1
Bills:
HF2312
Keywords:
higher education, college finance, student aid, financial aid, state grants, North Star Promise, scholarships, tuition relief, Minnesota State, University of Minnesota, Office of Higher Education, work-study, child care grants, Indian scholarships, tribal colleges, Hunger-Free Campus, student parents, pregnant students, parenting students, sexual misconduct
NH
Transcript Highlights:
- one specific concern I have with a policy change added to HB 2 without a public hearing or fiscal analysis
- two years anyway, and we feel that they should be important enough that they merit a standalone analysis
- :48:56.800>
merit <03:48:57.120>a <03:48:57.479>standalone <03:48:58.479>analysis - <03:48:59.120>
and they merit a standalone analysis and they merit a standalone analysis and - I learned about child care centers and the scope study is considered one of the gold standard longitudinal
MD
Transcript Highlights:
- This is something like we collect a lot of data as a part of our longitudinal study of students in our
- They get a lot thrown at them, more bills than ever, and they really do some thoughtful analysis.
- amendment that we put on really is outside the scope of their authority to do any kind of a thorough analysis
- 01.680>
that <03:02:01.920>reason <03:02:02.160>alone, <03:02:03.040>I analysis - And for that reason alone, I analysis.
Summary:
The Senate convened on the final day of session, heard an invocation, recognized guests and pages, and outlined a tentative plan for multiple sessions and breaks through the day. The chamber then took up several messages between the Senate and House, including a refusal to concur in House amendments to Senate Bill 311 on the Blueprint for Maryland’s Future and the appointment of conferees, as well as a House message on House Bill 9007 establishing a conference committee on third-degree assault.
The Senate also considered a series of second-reader bills. House Bill 6, requiring MHEC to collect data on pregnant and parenting students, was amended to exempt Maryland Global Campus and limit certain provisions to public senior higher education institutions and community colleges before being ordered to third reading. House Bill 182, concerning replacement of faithless electors, was amended to conform with Senate Bill 237 and then passed. House Bill 575, creating excused absences for student civic engagement, drew the most discussion; senators asked about the definition of civic engagement, county discretion, and whether students could use the bill for repeated protests. The floor leader explained that county boards would retain discretion and that the bill would not require weekly absences. The bill’s two amendments were adopted and it was sent to third reading.
Additional measures passed with little or no opposition. House Bill 640 revised boards, commissions, and reporting requirements; House Bill 1335 required an independent study of IT and cybersecurity staffing and pay; House Bill 587 created a work group to review transportation procurement procedures; House Bill 854 established a nonpublic special education school renovation program; and House Bill 898 adjusted economic development provisions, including VLT proceeds and film tax credit language, after questions about the general fund impact. The Senate also advanced House Bill 1247 on Prince George’s County tax increment financing for an immersive entertainment venue, with amendments making it an emergency bill and addressing zoning and outdoor advertising issues.
KY
Kentucky 2026 Regular Session
House Standing Committee on Appropriations and Revenue (3-10-26) - Reupload
Appropriations & Revenue
Transcript Highlights:
- They have longitudinal data. This attempts to be a revenue-neutral-ish bill.
Keywords:
An issue was found with the live stream of this meeting. This version was uploaded as a complete version and should contain the entirety of the meeting.
Meeting Start 00:00:00
Roll Call 00:00:15
HB 647 Discussion 00:02:00
HB 647 Vote 00:05:47
HB 501 Discussion 00:07:40
HB 501 Vote 00:09:53
HB 502 Discussion 00:11:20
HB 502 Vote 00:14:48
HJR 75 Discussion 00:16:53
HJR 75 Vote 00:17:35
HJR 76 Discussion 00:19:00
HJR 76 Vote 00:19:43
HB 869 Discussion 00:21:22
HB 869 Vote 00:30:00
HB 619 Discussion 00:31:39
HB 619 Vote 00:34:33
HB 356 Discussion 00:36:22
HB 356 Vote 00:40:19
HB 900 Discussion 00:43:17
HB 900 Vote 00:46:21
HB 816 Discussion 00:48:02
HB 816 Vote 00:53:47
HB 9 Discussion 00:55:05
HB 9 Vote 01:18:25
HB 757 Discussion 01:21:04
HB 757 Vote 01:35:55, 958, all
MD
Transcript Highlights:
- It just requires some analysis and reporting of some data related to the school system.
- must enter into a payment in lieu of taxes agreement with the Baltimore City Board of Estimates. analysis
- and reporting of some data analysis and reporting of some data related<01:07:41.440>
to <01:07 - Maryland Longitudinal Data System: external data sharing with third-party data centers for multi-state
Summary:
The Senate convened, established a quorum, and handled several ceremonial and introductory matters before moving into committee reports. The chamber welcomed the doctor of the day, recognized an intern and a guest in the gallery, extended birthday wishes to Senator Chris West, and received remarks from the Romanian Ambassador to the United States, Dr. Andre Moraru, who emphasized Romania’s strategic partnership with the United States, NATO cooperation, investment ties, energy projects, and support for Ukraine. Senators also briefly noted Maryland’s military and diplomatic ties to Romania. The ambassador’s remarks were journalized, and members were given time to meet with him off the floor.
The Senate then took up a series of second-reading bills, mostly from the Finance Committee, adopting committee amendments and favorable reports without objection. Among the measures advanced were Senate Bill 39 on behavioral health reimbursement rate methodology and a work group for certified community behavioral health clinics and outpatient mental health centers; Senate Bill 605 directing the Public Service Commission to study broadband and VoIP oversight; Senate Bill 721, Ralph’s Act, providing expedited DDA/Medicaid eligibility for certain recently relocated individuals; and Senate Bill 891 on perinatal mental health screening, coverage, training, and reporting. Each was amended in committee and ordered printed for third reading.
The Senate also advanced several House bills, including House Bill 427 extending the task force on responsible use of natural psychedelic substances and adding an HBCU representative; House Bill 480 requiring transportation network companies to maintain written deactivation policies; House Bill 532 requiring overtime pay for firefighters employed by governmental units after 168 hours in a 28-day period; House Bill 816 reducing the Maryland Automobile Insurance Fund assessment cap from 3% to 1% and authorizing an affordability program; House Bill 829 requiring human trafficking awareness training for certain for-hire and rideshare drivers; House Bill 862 requiring a two-person crew for certain freight rail operations in shared corridors, contingent on similar action in neighboring states; and House Bill 999 revising Class 9 limited distillery license rules and production limits. Most of these bills were reported favorably, with no objections, and were ordered to third reading or passed for third reading as applicable.
OK
Oklahoma 2026 Regular Session
Health and Human Services Oversight REVISED: SB640, SB1502 and SB1562 - Added Apr 13th, 2026 at 03:00 pm
Health and Human Services Oversight
Bills:
SB206, SB640, SB667, SB1344, SB1380, SB1423, SB1425, SB1436, SB1484, SB1500, SB1502, SB1503, SB1557, SB1562, SB1572, SB1644, SB1645, SB1794, SB1796, SB1806, SB1849, SB1984, SB2007, SB2074
Keywords:
SB206, emergency medical services, EMS, ambulance, 911 response, emergency response, essential services, federal funding, grant funding, public health, health care facility, municipality, county, ambulance service district, tribal entity, public entity, contract ambulance service, Oklahoma, 63 O.S. 2021 Section 1-2502, emergency clause
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 30 Mar 26th, 2026 at 09:30 am
Oklahoma House Floor Meeting
AL
Bills:
HB227, HB454, SB323, HB266, SB52, SB53, SB296, HB37, HB429, HB93, HB249, HB328, HB111, HB132, HB26, SB261, HB227, HB454, SB323, HB266, SB52, SB53, SB296, HB37, HB429, HB93, HB249, HB328, HB111, HB132, HB26, SB261
Keywords:
firefighter benefits, occupational disease, line of duty, disability pension, death benefits, retirement benefits, hypertension, heart disease, respiratory disease, cancer presumption, HIV, hepatitis, municipal firefighters, state firefighters, fire districts, workers' compensation, public safety employees, post-retirement benefits, benefit eligibility cutoff, occupational illness
MN
Transcript Highlights:
- I'm very concerned about concurring with all of the House amendments without having some further analysis
- that would happen in a and analysis that would happen in a conference<00:50:38.800>
committee - According to the analysis here I have from our Senate research, we're adding in the next three years
- There's no analysis as to the necessity and whether or not what they're doing is really necessary.
- There's no analysis as to the necessity and whether or not what they're doing is really necessary.
WY
Wyoming 2026 Regular Session
House Minerals, Business & Economic Development Committee, February 25, 2026
Minerals, Business & Economic Development
Transcript Highlights:
- But there’s another aspect, too, that’s involved with the Wyoming Statewide Longitudinal Education Data
NH
New Hampshire 2025 Regular Session
House Education Policy and Administration (02/19/2025)
Transcript Highlights:
- He was further asked if there was ever a cost-benefit analysis done on the unintended consequences of
- a cost benefit analysis done on the<04:48:06.558>
unintended <04:48:07.480>consequences - The risk-benefit analysis does not support the use of facial masks for the prevention of respiratory
- does not support the benefit analysis does not support the use<05:04:34.680>
of <05:04:34.878> - However, it was a demonstration of the students' critical analysis and well-reasoned opinions.
Summary:
The committee opened with House Bill 184, which would create a committee to study changing school start times. Members discussed Amendment 0394, which made the study committee’s duties more investigative and adjusted reporting recipients, including the Governor. Several members raised questions about whether the committee should review evidence-based studies, local district decisions, and existing district reports; supporters said the amendment would better allow the committee to gather information and recognize local control. The amendment passed 17-0, and the bill as amended also passed 17-0. Representative Litchfield noted that no one had testified in opposition and encouraged the future study committee to review an Oyster River School District report on school start times.
The committee then took up House Bill 394, concerning cooperative school district budget committees and board member representatives. Amendment 0476 was adopted 17-0 after discussion that it clarified the bill’s language and reflected work with the School Boards Association. The committee then voted OTPA on the bill, which also passed 17-0. House Bill 738, requiring background checks for employees and volunteers at certain non-public schools or education service providers receiving public funds, was moved inexpedient to legislate. Supporters said the bill would create practical and legal problems for private citizens and homeschooling families, and the motion passed 15-2 with no minority report, placing the bill on consent.
The committee next considered House Bill 235, which would amend the educator code of ethics and conduct to add responsibilities to parents. Supporters argued parents should be explicitly included in the code, while opponents said parents were already covered in existing ethics language and statute. The bill passed narrowly, 9-8. The committee then returned to House Bill 532 on alternate dispute resolution and individualized education plan team meeting facilitation. Amendment 0480H clarified that different rules would apply separately to neutral conference, mediation, and IEP facilitation; it passed 17-0, and the bill as amended also passed 17-0. Finally, the committee moved to House Bill 564, concerning adoption of school administrative unit budgets, and voted to retain the bill for further review because members said there was still confusion about how it would apply to single-district and multi-district SAUs.
NH