Video & Transcript Research : 'longitudinal analysis'
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TX
Transcript Highlights:
- And it is asking if the agency has seen a fiscal impact analysis impact to remote work. 29 of the agencies
- And the way we catch that is through inventory. analysis.
- We catch these things through inventory analysis.
- Projects that were appropriated to help with data collection and analysis and case review.
- We can then do analysis. on it as well, using this system and its connection to our large. data analysis
AR
Arkansas 2026 Regular Session
ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE Feb 19th, 2026
ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE
Transcript Highlights:
- We are working with state longitudinal data system to see what data we can use through the data system
Summary:
The subcommittee first recognized the Arkansas Community Colleges Leadership Institute and received a brief DHS update on the Living Choices Assisted Living Waiver reimbursement process, including that the new cost-reporting period began in January and provider/contractor calls are underway. The main presentation then focused on SNAP and TANF, with DHS describing federal changes under the One Big Beautiful Bill that tighten SNAP work requirements for adults ages 18 to 64 without certain exemptions, remove some prior exemptions, and add new federal definitions for Native American populations. DHS also reviewed SNAP Employment and Training providers, their service areas, projected budgets, participant characteristics, and outcomes, noting that the program is currently voluntary but will shift toward mandatory participation for those subject to the new rules.
Members asked detailed questions about how mandatory participation will be implemented, how referrals will be made, what other training options exist, how verification of work, volunteering, disability, and exemptions will be handled, and whether DHS has enough funding and provider capacity. DHS said it will conduct verbal and written notices during eligibility interviews, make direct referrals to providers, use six-month recertifications and documentation from employers or volunteer organizations, and apply sanctions for noncompliance after determining whether a good cause exists. Members also requested additional data, including age breakdowns of at-risk SNAP recipients, provider-level outcomes and costs, and information on other training programs such as WIOA.
The committee then moved to Medicaid community engagement requirements for ARHOME, which DHS said are also required by the same federal law and must be implemented by January 1, 2027. DHS said it is preparing policy, system changes, communications, and a customer-service/outbound verification vendor, and plans a soft launch beginning in July to help clients understand what would be required if the rule were already in effect. Members raised concerns about timing, local versus central decision-making, and how clients in rural areas will be notified and assisted. The meeting concluded with broader discussion of the committee’s workforce-development goals, the recently released Alliance for Opportunity audit, and interest in continuing the contract with that group to help guide future reforms.
FL
Florida 2025 Regular Session
December 9, 2025 - 12:30 PM
Transcript Highlights:
- A lot of data that allows asked follow patients longitudinally like using medical mana to see what the
TX
Transcript Highlights:
- I'll call your attention back to those, the longitudinal study as it relates to discipline and think
Bills:
HB367, HB497, HB549, HB983, HB 1188, HB 1290, HB1368, HB2243, HB2310, HB2849, HB3099, HB3546, HB3629, HB3627
Keywords:
education, absences, severe illness, life-threatening, school policy, verification, healthcare, insurance, affordability, coverage, patient rights, school health, respiratory distress, airway clearance devices, medication training, public health, HB 983, Texas Education Agency, TEA, educator privacy
MA
Massachusetts 2025-2026 Regular Session
House Committee on Federal Funding, Policy and Accountability Jun 21st, 2026 at 01:00 pm
House Committee on Federal Funding, Policy and Accountability
Transcript Highlights:
- Through you, Chair, I'm not sure about longitudinal studies, but in terms of, for example, our great
- Bureau of Economic Analysis, our sector contributes $29.7 billion annually, 4% of the state's GDP, surpassing
Summary:
The hearing focused on the impact of recent federal policy and budget actions on Massachusetts libraries, humanities organizations, arts institutions, and tourism. Testimony from library leaders described the loss or jeopardy of Institute of Museum and Library Services funding, including statewide databases, local grants, staff positions, E-rate/hotspot support, and digital equity programs. Witnesses said the cuts have already forced reductions in services, canceled grants and workshops, and in some cases left schools, students, job seekers, and low-income patrons without access to key resources. Members of the committee asked for lists of affected communities and databases, and several witnesses said they would provide additional written detail.
Arts and humanities witnesses said federal terminations from the NEA, NEH, and IMLS have hit organizations across the Commonwealth, including Mass Cultural Council, Mass Humanities, Mass MoCA, and local museums and historical societies. They described canceled or rescinded grants, layoffs, reduced programming, and a chilling effect on future applications and on artistic and scholarly work, especially where federal awards had already been matched with local or private funds. Several speakers also raised concerns about executive-branch DEI conditions attached to funding and about book challenges and book banning, saying these trends threaten intellectual freedom and public access to culture and history. Committee members emphasized the economic importance of the sector and the need to publicize the impacts.
Tourism officials from Meet Boston and the Massachusetts Office of Travel and Tourism testified that federal cuts and broader geopolitical and tariff issues are hurting international visitation, especially from Canada and Western Europe, and could affect major upcoming events such as the 2026 World Cup and Sail Boston. They said reduced funding for Brand USA and Discover New England will weaken long-term marketing efforts and international partnerships, with downstream effects on hotel tax revenue, jobs, and workforce recruitment. No votes were taken; the hearing was informational, with members mainly asking questions and requesting follow-up written testimony and data.
NH
Transcript Highlights:
- years' experience advocating for Granite Staters impacted by mental illness, which gives us a longitudinal
- which gives impacted by mental illness, which gives us<00:52:55.520>
a <00:52:55.839>longitudinal - <00:52:56.559>
perspective <00:52:57.280>of <00:52:57.599>New us a longitudinal - perspective of New us a longitudinal perspective of New Hampshire's<00:52:58.160>
mental <00:52
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 1 on Health May 19th, 2026
Transcript Highlights:
- Once we have that and our analysis, we will promptly follow up with the committee.
- As noted in our analysis, we found this was quite successful.
- And what's the cost analysis on that? You have to figure out another solution.
- , noting that the last public fee-for-service access analysis was done in 2019.
- , noting that the last public fee-for-service access analysis was done in 2019.
Summary:
The Assembly Budget Subcommittee on Health held a May Revision hearing covering several health-related budget proposals and broader concerns about the state’s budget structure. The Chair opened by praising some May Revision changes, such as added health IT funding, county administration support tied to Medi-Cal changes, a delay in Medi-Cal cuts for some lawfully present immigrants, and additional support for Covered California subsidies, while criticizing proposed increases in Medi-Cal premiums, changes to senior eligibility, the lack of a Medi-Cal dental solution, and other reductions affecting counties, mobile crisis units, workforce incentives, and physician shortages. The Legislative Analyst’s Office said the state’s budget condition remains weak despite progress on the structural deficit, and the Department of Finance said the May Revision uses a mix of reductions, reforms, revenue proposals, and fund shifts to cut out-year deficits.
The committee first heard Department of State Hospitals proposals, including adjustments to county bed billing authority, contract exemption language for online clinical/pharmacy subscriptions, reversion of unspent funds, a revised Metro Central Utility Plant replacement project, electronic health record implementation, and workforce development funded partly through Behavioral Health Services Act resources. DSH also described savings and realignments in incompetent-to-stand-trial and conditional release programs, including extending the independent placement panel program and shifting funds to support additional bed capacity and a mental health rehab center. Members asked about the use of BHSA funds for workforce programs, and the department said the proposal would replace General Fund support with BHSA reimbursements.
The Emergency Medical Services Authority proposed funding for statewide behavioral health crisis response guidance and for enterprise system development, and the Department of Managed Health Care proposed modernization of its complaint system and claims-settlement data system to improve oversight and comply with AB 3275. The largest discussion centered on the administration’s BHSA spending plan under Proposition 1, including state-directed prevention, workforce, and other uses, plus General Fund offsets for existing programs. The LAO questioned whether some proposed offsets fit Proposition 1’s non-supplant and eligible-use requirements, while the administration argued the uses were consistent with the measure and that the state-directed share can be adjusted annually.
The Commission for Behavioral Health’s proposals drew the most public and member concern. The administration proposed cutting the commission’s Innovation Partnership Fund from $20 million to $10 million and reducing the Community Advocacy Program by $6.7 million, while redirecting BHSA dollars to other state purposes and direct services. Commissioners, advocates, and several members argued the cuts would weaken community voice, reduce support for underserved populations, and disrupt grants already in process; they also objected to using BHSA funds to backfill General Fund commitments. Public commenters, including youth, disability, behavioral health, LGBTQ, tribal, veteran, immigrant, and community-based organization representatives, overwhelmingly opposed the cuts and urged preservation of prevention, advocacy, mobile crisis, and innovation funding. No votes or final actions were taken during the hearing.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 1 on Health May 19th, 2026
Transcript Highlights:
- Once we have that, and with our analysis, we will promptly follow up with the committee.
- And as it was noted in our analysis, we found this was quite successful.
- And what's the cost analysis on that? You have to figure out another solution.
- And what's the cost analysis on that? You have to figure out another solution.
- , noting that the last public fee-for-service access analysis was done in 2019.
Summary:
The Assembly Budget Subcommittee on Health heard presentations on several May Revision proposals, beginning with an overview from the Legislative Analyst’s Office and the Department of Finance on the state’s budget condition and the administration’s efforts to reduce out-year deficits through a mix of revenue measures, fund shifts, and program reductions. The chair expressed support for some administration proposals, such as added health IT funding, county administration support, a delay in Medi-Cal cuts for some immigrants, and additional Covered California subsidy backfill, but also criticized proposed Medi-Cal premiums, changes to senior eligibility, the lack of a Medi-Cal dental solution, and other cuts affecting counties, workforce, and rural access. The LAO said the budget still relies heavily on reserves and borrowing and urged more reserves and caution on new commitments.
The Department of State Hospitals presented several proposals, including reduced county bed billing authority, limited contract exemption authority for online clinical subscriptions, reversion of unspent prior-year funds, additional lease revenue authority for the Metro Central Utility Plant replacement, funding for electronic health record implementation, and a shift of workforce development costs to Behavioral Health Services Act funds. The department also described savings and realignments in its IST and CONREP programs, including making the Independent Placement Panel permanent and adjusting funding for jail-based competency treatment and conditional release services. Members questioned the BHSA workforce funding swap, and the administration said it was part of a broader General Fund offset strategy.
The Emergency Medical Services Authority requested funding for statewide behavioral health crisis response guidance and for continued operation of its enterprise systems, and the Department of Managed Health Care sought funds to modernize its complaint system and claims settlement data systems. The largest debate centered on the administration’s proposed use of Behavioral Health Services Act revenues to offset General Fund spending and fund state-directed behavioral health programs. The Department of Finance said the proposal would support population-based prevention, workforce programs, mobile crisis services, and other state-directed uses, while the LAO said it was still reviewing whether the uses comply with Proposition 1 and whether the non-supplement and eligible-use requirements are met.
The Commission for Behavioral Health strongly opposed proposed cuts to its Innovation Partnership Fund and community advocacy grants, arguing that both programs are central to community voice, culturally responsive services, and statewide innovation. Commissioners and many public commenters said the cuts would reduce grants to community-based organizations, tribal groups, veterans, LGBTQ communities, youth, and other underserved populations, and that the advocacy program helps communities participate in local planning and access services. The Department of Finance defended the reductions as a way to prioritize direct services and said the programs fit within Proposition 1, but members criticized the proposal as a midstream shift that would weaken community engagement and redirect funds away from prevention and advocacy.
TX
Transcript Highlights:
- a failure or a medication has an unexpected consequence, we would report that for sort of more longitudinal
- Um, I've given you all the front page of an analysis of 99 studies involving a total of 189 scientists
- The results of this analysis show that the use of ivermectin produces produces statistically significant
Keywords:
youth camp, safety regulations, advisory committee, child welfare, health standards, summer camp, camp safety, child abuse reporting, child neglect, mandatory reporting, background check, criminal history check, sex offender registry, CPR training, first aid, public health, child protection, camp operator, camp counselor, Health and Safety Code
CA
California 2025-2026 Regular Session
Joint Hearing Assembly Labor and Employment and Senate Labor, Public Employment and Retirement Mar 12th, 2025
Transcript Highlights:
- to develop interventions to reduce cancer risk, additional funding is needed to establish large longitudinal
- We are also conducting our own workforce analysis on labor supply and demand, and what training or upskilling
- We are also conducting our own workforce analysis on labor, supply, and demand, and what training or
Summary:
The joint Senate and Assembly labor committees held a hearing on the Los Angeles wildfires and their impact on workers, employers, and recovery efforts. Chairs and members emphasized that rebuilding should prioritize worker safety, equity, local hiring, and strong labor standards rather than simply moving quickly or relying on the lowest bidder. They also stressed the need to learn from past disasters and to create a more coordinated state response for future emergencies.
Worker advocates described how domestic workers, day laborers, firefighters, and other frontline workers were affected by the fires. Testimony focused on workers being trapped in evacuation zones, lacking timely information in Spanish, losing jobs and income, and facing exposure to toxic debris without adequate PPE. Speakers called for expanded outreach and education, stronger Cal/OSHA enforcement, broader occupational safety coverage for domestic workers and day laborers, recall and transfer rights, childcare and transportation support, and a centralized disaster relief system that can quickly deliver cash aid and equipment regardless of immigration status.
Firefighter Derek Irwin said California firefighters face serious carcinogenic exposure and urged continued funding for the firefighter cancer prevention and research program, along with a long-term state health monitoring and research effort similar to the World Trade Center Health Program. Building trades and labor representatives argued that cleanup and rebuilding should be done through community workforce agreements, prevailing wage, apprenticeship requirements, and local hire provisions, and said the state already has trained workers available. They also said federal debris-removal work through the Army Corps has limited the state’s ability to impose some standards, but that state and local funding or subsidies should trigger labor requirements.
Employer and business representatives described major losses to property, inventory, revenue, and jobs, especially in Altadena and nearby areas. The Altadena Chamber said it is coordinating recovery resources, while a construction business owner said small local firms are being shut out of disaster contracts and proposed a more accessible procurement process for local and minority businesses. LAEDC presented preliminary estimates of billions in property damage and business disruption, tens of thousands of potential job losses, and a recovery timeline of five to ten years, warning that low-income communities will be disproportionately affected and that workforce retraining and upskilling will be needed alongside the broader economic recovery.
NH
New Hampshire 2025 Regular Session
Senate Health and Human Services (04/23/2025)
Health and Human Services
MN
Minnesota 2025 1st Special Session
House Floor Session 5/19/25 - Part 2
Minnesota House Floor Meeting
MN
Minnesota 2025 1st Special Session
Committee on Agriculture, Veterans, Broadband and Rural Development - 04/21/25
Agriculture, Veterans, Broadband, and Rural Development
Transcript Highlights:
- And a new analysis led by researchers at the Johns Hopkins Bloomberg School of Public Health found that
- And a new analysis led by researchers at the Johns Hopkins Bloomberg School of Public Health found that
- A 5-year longitudinal study showed a 20-times increase in native bumblebees and other pollinators on
- A 5-year longitudinal study showed a 20-times increase in native bumblebees and other pollinators on
HI
Hawaii 2025 Regular Session
TCA-HRE, HRE Public Hearings 03-20-2025
Transcript Highlights:
- And then historically, we've had the statewide longitudinal data system grant, which has enabled us to
- Oh, yeah, I and we would need to do that kind of analysis if we were to, before making a recommendation
- Oh, yeah, I and we would need to do that kind of analysis if we were to, before making a recommendation
- Oh, yeah, I and we would need to do that kind of analysis if we were to, before making a recommendation
- Oh, yeah, and we would need to do that kind of analysis if we were to, before making a recommendation
Summary:
The meeting covered several Senate resolutions related to the University of Hawaiʻi system, the East-West Center, and related education and workforce issues. On SCR 178 and SR 48, testifiers strongly supported the East-West Center, describing it as an important Hawaii asset that promotes cultural exchange, global citizenship, diplomacy, and ties to the University of Hawaiʻi. Speakers said the Center has helped train leaders and bring international connections and investment to Hawaii, and they urged continued funding despite federal cuts. The chairs then recommended passage with technical amendments, and both resolutions were adopted by the committees.
The committee also heard testimony on resolutions calling for audits of University of Hawaiʻi operations. On SR 32 and SCR 50, the University of Hawaiʻi said it supported the resolution and had already begun work on establishing a Bachelor of Science in nursing at the UH Maui campus, with additional staff available on Zoom to answer questions. On SR 160 and SCR 142, which sought a financial and performance audit of UH Mānoa facilities, UH Athletics said it already undergoes annual financial audits required by NCAA bylaws but not performance audits, and discussed its internal evaluations, contingency planning, and efforts to address concerns raised by student athletes and staff.
The committee then took up SCR 138 and SR 55, requesting a management and performance audit of the UH Office of the Vice President for Academic Strategy. Vice President Deborah Halbert and P20 Director Steve Shotz said they did not oppose the audit and believed it could provide clarity, while explaining that the office is relatively new and works collaboratively across campuses on articulation, transfer, grants, and workforce alignment. They described grant programs including Perkins, GEAR UP, preschool development, and data-sharing efforts, and said they are focusing more resources on teaching, health care, and skilled trades. The discussion also touched on SR 54, a proposed performance audit of the UH Foundation, where foundation representatives said they already undergo annual financial audits, acknowledged some donor communication issues, but emphasized improved stewardship and growth in fundraising over recent years.
LA
Transcript Highlights:
- So this would, again, bring it back to more real-time, quick analysis.
- And when our data that we're looking at is not long and broad and longstanding and longitudinal, we make
- So more, again, more real-time analysis. To your point, I understand.
- So more, again, more real-time analysis.
- Like, you know, when we look at data, when we look at analysis of data, there's certain psychometrics
Bills:
SB57, SB405, HB62, HB193, HB203, HB222, HB246, HB420, HB475, HB486, HB574, HB584, HB815, HB949, HB1092, HB1214
Keywords:
SB 57, Act 735, Act 463, nutrition, public health, food additives, artificial colors, banned chemicals, ingredient labeling, food labeling, FDA, food and beverage regulation, consumer disclosure, school nutrition, Louisiana Revised Statutes Title 40, Louisiana Revised Statutes Title 17, food manufacturers, food retailers, compliance, effective date delay
NM
New Mexico 2025 Regular Session
IC - Indian Affairs Nov 14th, 2025
House Government, Elections & Indian Affairs
Transcript Highlights:
- The New Mexico Longitudinal Data System is a project that we're working on so that we can track people
TX
Transcript Highlights:
- concern and specifically I would just lastly recall, um, call your attention back to those, uh, the longitudinal
HI
Hawaii 2026 Regular Session
EDN Public Hearing - Tue Feb 3, 2026 @ 2:00 PM HST
Transcript Highlights:
- When we looked at the longitudinal data last year compared to this year for Hawaii Island, we've increased
- :37:35.520>
the Hawaii Island when we looked at the Hawaii Island when we looked at the longitudinal - longitudinal longitudinal um<02:37:38.160>
last <02:37:38.399>year <02:37:38.800>compared
Summary:
The committee on Education heard testimony on HB 1895, which would add education-worker protections by expanding harassment-related offenses. The Department of Education, HSTA, HGA, and several school employees and principals testified in support, describing increased harassment and threats toward teachers and staff, especially since COVID, and saying the bill would help deter bad actors. The Office of the Public Defender opposed the measure, saying the language was vague and overbroad, could criminalize ordinary parental advocacy or speech, and might not survive constitutional scrutiny. In response to questions, the public defender said existing statutes already cover threatening or assaultive conduct against educational workers, while DOE representatives said the bill was aimed at excessive and repetitive disruptive behavior. No vote or final action was taken in the excerpt.
The committee then took up HB 1592, concerning protections for educational workers and sports officials. DOE, the Charter School Commission, HGA, HSTA, school principals, athletic programs, and many individual testifiers supported the bill, with several describing threats, harassment, and aggressive behavior at schools and athletic events. One principal said he had repeatedly involved law enforcement after threats and incidents on campus, and a teacher testified about the need to keep school environments safe and orderly. The Office of the Public Defender again opposed the bill, arguing that current law already enhances penalties for assaults and terroristic threatening against educational workers and sports officials, and that new offenses would have little deterrent effect. Committee members questioned whether the bill should be a separate statute and how to distinguish passionate advocacy from harassment; DOE said the line was crossed when conduct became excessive and repetitive, while the public defender urged clearer drafting and more emphasis on prevention, education, security, and de-escalation. No vote or final action was announced in the excerpt.
CA
Transcript Highlights:
- The analysis notes that there's 32 institutions as of last year that accepted ADTs.
- Thank you for the opportunity to present AB 1204 and want to thank your committee for the analysis and
- AB 1204, and I want to thank your committee for the analysis and the work done to date on the bill.
- Second, the committee analysis rightfully raises an important implementation question: How will a CSU
- Do we have any information about the analysis notes that there are a couple campuses that are engaged
Summary:
The committee first heard AB 402, which would increase Cal Grant award amounts for students attending private nonprofit colleges and allow community college transfer entitlement awards to be used at those institutions. The author and supporters said the bill would restore award levels to their 2001 value and improve access for low- and middle-income, working, military, and transfer students. Several witnesses from private nonprofit universities, community college districts, and advocacy groups supported the measure. Senators raised concerns about the prior Cal Grant agreement tied to Associate Degree for Transfer participation and about the need to fund broader Cal Grant reforms, but the bill advanced on a unanimous due-pass vote to Senate Appropriations and was placed on call.
The committee then took up AB 2067, a sunset extension for lease-lease-back authority for TK-12 school construction through July 1, 2032. The author and supporters from school housing and contractor groups said the method provides flexibility, early collaboration, cost control, and legal certainty for school construction projects. Senators asked how often lease-lease-back and other alternative delivery methods are used, and whether the skilled-and-trained workforce provisions limit competition. Some members objected to the skilled-and-trained requirement, while others said the bill simply preserves an existing tool without changing labor rules. The bill passed on a 6-1 vote, with Senator Ochoa Bogh voting no, and was placed on call.
AB 1204, which would revise the Local Control Funding Formula by increasing supplemental and concentration grants, lowering the concentration threshold, adding regional cost adjustments, and setting a minimum annual COLA floor, drew extensive testimony on both sides. Supporters said the bill better reflects regional costs, inflation, and student need, especially for low-income, multilingual, and unhoused students. Opponents, including several school district leaders, argued it would widen funding disparities and divert money from the LCFF base grant, which they said should be the priority. Committee members also questioned the fiscal impact, the proposed 4% COLA floor, and whether the bill had enough research and stakeholder consensus. Despite those concerns, the bill was advanced to Appropriations on a due-pass vote and placed on call.
Finally, the committee heard AB 1235, which would require a skilled-and-trained workforce process for CSU design-build projects to align CSU with UC and community college construction rules. Supporters said it would improve training and project quality, while opponents from contractor groups argued it would reduce competition, increase costs, and impose mandates without evidence of better outcomes. Several senators objected to the skilled-and-trained requirement as limiting opportunities for contractors who comply with state law, while others noted the issue was already common in higher education construction. The discussion was still underway when the transcript ended, and no final vote on AB 1235 was captured.
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 26 Mar 17th, 2026 at 09:30 am
Oklahoma House Floor Meeting
Keywords:
HB2936, children, child protection, adoption, Oklahoma Adoption Code, gestational carrier, gestational agreement, surrogacy, intended parent, preplacement home study, home study, prospective adoptive parent, foster placement, child abuse, child neglect, child sexual abuse, child sexual exploitation, lewd molestation, sex offender registry, Oklahoma Sex Offenders Registration Act