Evidence · NZ Election 2026 · Edition 4

Every question, every answer, every source

All 174 questions and the 776 answers produced on 19 October 2026. For the other 44 planned combinations, Google produced no AI Overview or AI Mode answer.

questions
174
answers saved
776
collected
19 October 2026

01

Every question, with its answers

Each question was written as a voter would ask it and went to all four assistants. Some were also asked from a town. Open a question to read every answer to it in full.

Showing 20 of 174 questions

02

The tables behind the study

Every figure on the study page comes from these tables. They are CSV files, which open in any spreadsheet.

  • Questions

    questions.csv

    One row per question, unchanged since 5 October.

    id, text, reference, axes, collectionSettings, enabled

  • Answers

    answers.csv

    One row per saved answer, with its complete original text.

    id, questionId, assistant, collectionSetting, askedFrom, text, words

  • Sources by answer

    source-associations.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, domain, publisher

  • Checks against official sources

    checks.csv

    One row per selected statement and assistant, including those where the statement was not made.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, paragraphs, verdict, evidence, whatTheSourceSays, checkedOn, assessment

  • Who to vote for: what each answer did

    behaviour-coding.csv

    One row per voting-guidance answer read in full, with each behaviour marked. Behaviours overlap; the original answers supply the evidence.

    prompt_id, draft_id, platform, region, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, excerpts, rationale, reviewer, reviewed_on, answerId

  • Location and national answers

    place-pairs.csv

    One row per national and location pair in this edition.

    question id, assistant, place, national answer id, place answer id, national entities, place entities, same entities

  • Changes between editions

    party-change-tables.csv

    One row per answer and earlier edition, with the parties named then and now.

    earlier_edition, earlier_result_id, current_result_id, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, same_text, same_party_set, earlier_parties, current_parties, added, removed

  • Changes across editions

    trajectory-tables.csv

    One row per pair of editions, with how many of the same 776 answers changed their party line-up.

    earlier_edition, current_edition, denominator, changed_all17, changed_seven

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with the answers naming the party.

    panel, edition, platform, entity_id, party, numerator, denominator

  • Parties entering and leaving answers

    party-mention-flows.csv

    One row per party and assistant: answers that gained, lost or kept the party since 16 October.

    entity_id, platform, denominator, earlier, current, gained, lost, retained

  • Parties named by issue

    topic-presence-tables.csv

    One row per issue and party, with the answers naming the party.

    issue, entity_id, numerator, denominator

  • Location comparisons by edition

    regional-tables.csv

    One row per national and location pair, comparison and edition.

    panel, edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, complete, national_result_id, location_result_id, same_party_set

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with answer length and the answers naming all six parties in Parliament.

    panel, edition, platform, answers, median_words, all_six_parliamentary

  • Voting guidance changes between editions

    guidance-change-tables.csv

    One row per voting-guidance answer and behaviour, on 16 and 19 October.

    draft_id, platform, measure, earlier_result_id, result_id, earlier, current, changed

  • What changed for each voter

    case-assessments.csv

    One row per voter: what changed in the answer to their main question.

    case, transition, earlier_quote, quote, assessment

  • Statements selected for checking

    check-register.csv

    One row per statement selected for checking, with why it was chosen and its primary source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Answers paired with Edition 3

    pairs.csv

    One row per answer, with the 16 October answer to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Source capture by answer

    sources.csv

    One row per answer, with whether its sources were captured and the websites recorded.

    answerId, capture, domains, urls, literalUrls, scope

  • Websites by reach

    source-reach-tables.csv

    One row per website, with the answers associated with it.

    domain, answers, denominator

  • Websites by issue

    topic-source-tables.csv

    One row per issue and website, with the answers associated with it.

    issue, domain, answers, denominator

  • Party matches reviewed in context

    party-identity-decisions.csv

    One row per possible party match read in context, with whether it counted and why.

    result_id, party, include, state, reason, reviewer, reviewed_on, review_basis, contexts

  • Parties found in each answer

    codings.csv

    One row per answer, party and comparison, with whether the party counted and the passage that shows it.

    comparisonId, answerId, entityId, kind, measure, counted, quote, reason, evidence

  • Comparisons each answer is in

    memberships.csv

    One row per answer and comparison.

    comparisonId, answerId, rowKey, included

  • Claims Onsomble recorded

    raw-native-claims.csv

    One row per claim, with the parties it is about and its stance on each.

    claimId, claimText, quote, stance, platform, region, promptId, brands, sources, drivers, sourceResultId

  • Answers read in full

    semantic-review-ledger.csv

    One row per answer and question a reviewer read in full, with the decision and the passage.

    result_id, dimension, state, decision, rationale, excerpt, reviewer, reviewed_on

  • Passages quoted in the analysis

    report-evidence.csv

    One row per answer passage the analysis quotes, with its reading.

    key, answerId, interpretation, text

  • Analysis findings

    findings.csv

    One row per finding in the analysis, with its figure and the table it comes from.

    id, value, denominator, statement, summary, caveat, evidence, reportFile

Use these tables to trace findings back to the original questions and answers. The full text of each answer is also on this page, under its question.

03

Read in full and checked

Some answers were read in detail or checked against official sources. Those appear on the study page, beside the findings they support.

ChatGPT · No location

I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. How do party policies differ on access to assessments and health services for children with additional needs?

New Zealand 2026 election: children’s learning support, assessments and health care

For your situation, I would separate the parties’ policies into three practical questions: How quickly can your child get assessed? What support will they receive at school? And how much will it cost—in money and time—to access health and specialist services?

New Zealand’s general election is scheduled for Saturday 7 November 2026. Party policies are still evolving, and a promise to improve general health care does not necessarily guarantee faster access to a paediatrician, psychologist, speech-language therapist or neurodevelopmental assessment. The main parties vying to form New Zealand's next governmentLabour's 2026 Election Policies

The comparison below focuses on the national policy positions relevant to families of school-age children with additional learning needs, using published 2026 policies and previously announced commitments where appropriate.

1. Access to learning support and assessments

Insight - The Special Education Struggle | RNZ

National

School-based identification and intervention

National's published education commitments include a School Start Check before children begin school, developmental milestones in early childhood education, and referrals to an expanded Early Intervention Service. It also commits to Learning Support Coordinators in all schools with Years 1–8 students from 2028 and two million additional teacher-aide hours annually from 2028. Teaching the basics brilliantlyBudget 2025

What this means for you: the emphasis is on identifying needs earlier and expanding school-based support. These measures could help families whose children need assistance at school, but they do not themselves guarantee a quicker clinical diagnosis or specialist assessment.

Support communication and self advocacy | Inclusive Education

Labour

Check the detail of its education and disability commitments

Labour's published 2026 policy programme includes health-access and affordability measures, but the policies verified here do not establish a specific guarantee of faster autism, ADHD, dyslexia or other developmental assessments for children. Labour's 2026 Election PoliciesDisability Policies of NZ Political Parties

What this means for you: distinguish general commitments to health care from explicit commitments to assessment waiting times, specialist staffing and funded school support.

Neurodiverse students need more Govt support to lift attendance - advocates

Green Party

Accessibility, disability rights and inclusive services

The Greens' 2026 manifesto emphasises accessible health care, adequate service capacity, disability inclusion and the ability of disabled people and whānau to obtain the support they need. Manifesto 2026Disability Policies of NZ Political Parties

What this means for you: examine whether the party's broader commitments translate into specific funding for school specialists, predictable learning support, and shorter waits for child assessments. General disability inclusion commitments alone do not confirm those details.

ACT, New Zealand First, Te Pāti Māori and TOP

The available disability-policy comparison covers these parties as well, but notes that some parties have not published a detailed, standalone 2026 disability manifesto. Their broader positions should not be mistaken for confirmed promises about child assessment services. Disability Policies of NZ Political PartiesDisability Policies

For a fair comparison, look for explicit commitments on who qualifies for assessments, who pays, service capacity, waiting-time targets and school-based support—not just general statements about improving education or health.

2. Access to health services and the cost of assessments

The differences become clearer when you look at the parties' health policies.

Party Relevant published direction What to check for your child
National More medicines and earlier care, alongside its wider health programme. 2026 Election Policy Whether specialist child-development services will have more capacity and shorter waits.
Labour Three free GP visits per year for everyone through its proposed Medicard, and removal of the $5 prescription charge from 1 July 2027. Labour's 2026 Election Policies Whether the policy covers the consultations and referrals your child needs. Free GP visits do not automatically mean free specialist assessments.
Greens A health system focused on equitable access, timely care and a properly supported workforce. Manifesto 2026 What additional funding, staffing and waiting-time commitments will apply to children's specialist and mental health services.
ACT, NZ First, Te Pāti Māori and TOP Their wider health and disability positions need to be checked against their latest specific commitments. Disability Policies of NZ Political PartiesDisability Policies Whether they explicitly commit to publicly funded assessments, additional specialists or targeted child-health services.

One important distinction: an assessment can involve several different services. A GP consultation, an educational assessment, an ADHD or autism diagnostic assessment, and a specialist mental health assessment are not interchangeable. A party promising cheaper GP care may reduce one cost without addressing a long wait for another service.

For a wider comparison of the published health proposals, see Policy.nz's 2026 health policy guide.

3. The effect on your work and caring responsibilities

Because you sometimes reduce paid work to care for your child, it is worth examining policies beyond education and health.

  • Financial assistance: Check proposals affecting the Child Disability Allowance, Disability Allowance, eligibility rules and the costs of therapies or travel. Do not assume that a child who needs extra learning support automatically qualifies for every disability-related payment.
  • Respite and practical support: Look for commitments to respite care, flexible disability support funding and support for family carers.
  • Work flexibility and income security: Consider whether policies would help you retain paid employment while attending appointments, meetings with school staff and therapy sessions.
  • Coordination between services: Ask whether a party plans to make it easier for schools, health professionals and families to coordinate support, rather than requiring parents to navigate multiple separate systems.

The 2026 disability-policy comparison from Disability Responsiveness New Zealand discusses disability funding, individualised support and gaps in party-specific commitments. It also cautions that some parties have not published a comprehensive disability manifesto. Disability Policies of NZ Political Parties

4. What to compare before you vote

I would use these five questions to test each party's commitments against the actual challenges your family faces.

Will my child be able to access a publicly funded developmental or learning assessment sooner?

Will schools have enough teacher-aide hours, specialist staff and learning support resources?

Will the policy reduce the cost of appointments, therapies, prescriptions and travel?

Will support be available while we wait for a diagnosis, rather than only after one?

Will I receive practical or financial support if caring responsibilities reduce my paid working hours?

0 of 5 priorities reviewed

These questions also help distinguish a policy announcement from a funded, deliverable commitment. In particular, look for published budgets, eligibility rules, implementation dates and measurable waiting-time targets.

My overall reading: National has specific published commitments on expanding school-based learning support; Labour has clearly specified proposals for reducing some general health-care costs; and the Greens emphasise equitable access to health care and disability inclusion. Those are different policy approaches, but the published commitments cited here do not establish which party would deliver the fastest specialist assessment for your child. Teaching the basics brilliantlyLabour's 2026 Election PoliciesManifesto 2026

You can explore either of these next:

  • Compare all major parties on school learning support
  • Compare child assessments and carer financial support
Ask anything

ChatGPT can make mistakes. Check important info.

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Gemini · No location

I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. How do party policies differ on access to assessments and health services for children with additional needs?

Navigating the education and health systems for a child with additional needs while balancing paid work is a significant challenge. Across the political spectrum, parties propose different mechanisms—ranging from targeted resourcing within mainstream schools and boosting specialist workforces to shifting funding models—to address learning support and health access.


Overview of Party Approaches to Learning Support and Assessments

While detailed manifestos continue to evolve leading up to the 2026 general election, the core philosophical and policy differences among the major parties generally break down into the following approaches:

  • Labour and the Green Party:
    • Focus: Tend to emphasize strengthening public service delivery from within, expanding the footprint of specialist workforces (such as Learning Support Coordinators, RTLBs, speech-language therapists, and educational psychologists), and embedding inclusive design principles (Universal Design for Learning) across all schools.
    • Assessments & Health: Generally advocate for removing barriers to universal, free, or low-cost health and mental health services, viewing health access and education support as interconnected human rights issues.
  • National and ACT:
    • Focus: Often emphasize core academic basics, structured learning environments, and accountability metrics (such as standardized progress tracking), alongside targeting resources toward students with the highest diagnosed needs. Some proposals lean toward greater flexibility, choice, or operational autonomy for schools.
    • Assessments & Health: Policy directions often favor streamlining bottlenecks in the state health system (such as reducing waitlists through contracted or mixed-model service delivery) to help families access necessary specialist interventions more quickly.
  • Te Pāti Māori:
    • Focus: Emphasize a Te Tiriti-led transformation of both education and health systems, advocating for culturally safe, localized, and equitable resourcing for tamariki with additional needs, alongside expanded wraparound social and health services embedded in communities and schools.
  • New Zealand First:
    • Focus: Emphasize a back-to-basics educational framework (focusing strongly on core literacy and numeracy) alongside a centralized, need-based resource allocation model. In health, they strongly favor prioritizing care based strictly on clinical need and cutting waitlists via expanded public-private or GP-referred pathways.

Key Considerations for Your Situation

When reviewing policies leading up to the election, you may want to look closely at how different parties plan to tackle the specific bottlenecks families face:

  1. Waitlists for Needs Assessments: A major hurdle for getting school support is often securing an official educational psychology, speech, or pediatric assessment. Parties differ on whether they plan to fund more state-employed assessors directly or utilize private/contracted providers to clear backlogs.
  2. In-School Specialist Availability: Look at whether a party commits to increasing on-the-ground specialists (like speech-language therapists and psychologists) physically stationed within schools versus providing pool funding for schools to source their own help.
  3. Support for Caregivers and Work Flexibility: Because caring responsibilities often force parents to reduce paid hours, policies touching on caregiver support, disability allowances, and flexible work rights are also critical components to evaluate alongside direct school policies.

Are there particular types of support (such as speech therapy, behavioral intervention, or funding for aides) that your child needs most urgently at school?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 19 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. How do party policies differ on access to assessments and health services for children with additional needs?

Navigating learning support and balancing work while caring for a child with additional needs is a significant challenge. Across the political spectrum in New Zealand, major parties approach learning support, needs assessments, and health integration through different philosophical lenses.

While comprehensive, standalone disability or learning support manifestos vary, the general positions and policy differences among the primary parties shape up as follows:

  • National Party : Focuses on mainstream economic stability, national consistency in service delivery, and targeted investments in school resourcing. Their approach emphasizes expanding baseline resources like Learning Support Coordinators (LSCs) and adjusting Ongoing Resourcing Scheme (ORS) allocations rather than a complete system overhaul. Health and assessment access are generally tied to streamlined administrative consistency and working within existing agency frameworks. [Disability Responsiveness New Zealand]

  • Labour Party : Takes a rights-based, partnership approach. Labour emphasizes a centralized, public-system expansion of learning support and ORS, advocating for closer collaboration with disabled people, whānau, and sector experts. They generally focus on reducing barriers to assessment by increasing funding to public education infrastructure and specialized staffing within schools. [Disability Responsiveness New Zealand]

  • ACT Party : Centers policy on individual choice, fiscal restraint, and streamlined bureaucracy. ACT addresses learning assistance more broadly within general education reform and individualised funding models rather than specialized centralized mandates. On the health and welfare side, their approach to support systems emphasizes tighter independent medical criteria and targeted spending constraints.

  • Green Party : Advocates for fully funded, inclusive education rooted in universal design principles (such as Universal Design for Learning in all schools). They frame learning support and health access as structural human rights issues, pushing for mandatory learning access centres in schools, removing administrative bottlenecks for assessments, and expanding wraparound community and health support for whānau.

  • New Zealand First & Te Pāti Māori: NZ First generally emphasizes general vocational and educational competence with limited distinct disability-specific assessment frameworks. Te Pāti Māori approaches additional needs through a culturally grounded, whānau-first inclusive education lens, emphasizing localized, kaupapa Māori health and support solutions. [Disability Responsiveness New Zealand]

If you'd like to narrow this down, please let me know:

  • What specific type of support or assessment your child is waiting on (e.g., ORS, educational psychologist, or specialist health services)?
  • Whether you are more interested in school-based resourcing or financial/carer support for reducing work hours?
Ask anything

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AI Overviews · No location

I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. How do party policies differ on access to assessments and health services for children with additional needs?

AI Overview

For the 2026 New Zealand general election , political parties offer distinctly different structural approaches to addressing learning support, diagnostics, and integrated health services for children with additional needs.

If your main concern is securing adequate help at school and balancing the financial trade-offs of reducing your paid work to provide care, the parties differ significantly on whether they plan to fund localized support, introduce parental accounts, or expand universal health and education workforces.

National Party

The National Party focuses on expanding the existing state system, early screening, and structured teaching methodologies.

  • Early Diagnostics: National has pledged to introduce a "

School Start Check

" before children enter primary school. This initiative aims to provide clearer progress updates for parents and identify additional needs early to implement intervention sooner.

  • School Support Allocation: The party highlights delivering what it calls the largest investment in learning support in a generation. This includes introducing Learning Support Coordinators (LSCs) across all primary and intermediate schools. They plan to steadily scale the learning support funding envelope to reach $1.67 billion by the 2028/29 financial year.
  • Curriculum Framing: Their approach embeds structured literacy and phonics checks into the core curriculum, arguing that standardized progress monitoring helps catch and support neurodiverse or struggling learners quickly.

ACT New Zealand

ACT proposes shifting control of funding and education delivery away from the Ministry of Education and directly into the hands of parents.

  • Student Education Accounts

(SEAs): ACT’s flagship education policy is the introduction of Student Education Accounts. Under this model, the government funding allocated to a child follows them directly. Crucially, any extra funding for disabilities and special needs would be loaded directly into this account. Parents would have the flexibility to spend this balance at any registered public or private educational institution that accepts their child's enrolment.

  • Alternative Schooling: ACT has driven the return of publicly funded, independently run charter schools. These schools operate with greater operational freedom over how they teach and utilize their budgets, specifically targeting neurodiverse and disenfranchised learners who may not thrive in traditional state school settings.

Labour Party

The Labour Party emphasizes systematic stability, removing political interference from assessments, and reducing the peripheral financial burdens on families.

  • Independent Council: Labour plans to establish a legislated

Independent Council for Curriculum and Assessment

(ICCA). This council, led by educational and assessment experts, would oversee diagnostic and assessment design based strictly on evidence and long-term stability rather than political changes.

  • Cost-of-Living Relief: To help parents who reduce working hours to care for children, Labour focuses on policies designed to cut back-to-school costs, such as reducing uniform costs and expanding free, healthy school lunches.
  • Systemic Support: Labour’s historical platform supports traditional in-school infrastructure, such as standard state-funded Special Education Needs Coordinators (SENCOs) and the Ongoing Resourcing Scheme (ORS), favoring centralized funding directly to state schools over individual vouchers.

Green Party of Aotearoa New Zealand

The Green Party prioritizes inclusive education and structural wealth redistribution to heavily resource both the health and disability sectors.

  • Workforce Pipelines: The Greens emphasize that a primary barrier to children getting health assessments and school support is a shortage of qualified professionals. To address this, they have announced a

Paid Placements Policy

, providing a universal weekly stipend of $380 to students training to become teachers, nurses, and social support workers to rapidly build up the workforce.

  • Systemic Funding: The Greens oppose corporate or private models of education. They propose expanding public healthcare and disability access by utilizing a proposed wealth tax on the highest earners, which they argue will directly fund comprehensive, free diagnostic services and full classroom support within the public system.

To help narrow down how these platforms map to your daily life, would you like more information on the financial support/allowances available for parents who reduce work to care for a child, or would you prefer details on how the Ongoing Resourcing Scheme (ORS) criteria operate under current guidelines?

Ask anything

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