Evidence · NZ Election 2026 · Edition 5

Every question and original answer

All 174 questions and the 786 complete answers recorded on 23 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
786
collected
23 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, with its original wording.

    id, text, reference, enabled, axes, collectionSettings

  • Complete answers

    answers.csv

    One row per saved answer, including its original text.

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

  • Answers included in each comparison

    memberships.csv

    One row per answer and comparison, showing which results were counted together.

    comparisonId, answerId, rowKey, included

  • Party names found in answers

    codings.csv

    One row per answer, party and comparison, with the recorded decision and evidence.

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

  • Sources recorded with each answer

    sources.csv

    One row per answer, with its recorded websites, source-list status and visible links.

    answerId, capture, domains, urls, literalUrls, origin

  • What the voting-guidance answers did

    behaviour-coding.csv

    One row per guidance answer, with the recorded behaviours and supporting passages.

    answerId, draft_id, platform, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, rationale, evidence, review_provenance

  • Checks against official sources

    checks.csv

    One row per selected statement checked in an answer.

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

  • Statements selected for checking

    check-register.csv

    One row per selected check, with its reason and official source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Research findings

    findings.csv

    One row per finding, with its figure and supporting records.

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

  • Evidence behind the findings

    findings-evidence.csv

    One row per finding, with the records supporting it.

    findingId, rows

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, transition, quote, assessment, draft_id, scenario, earlier_result_id, result_id, earlier_quote, earlier_assessment, earlier_review_provenance, current_review_provenance

  • Answers read in detail

    report-evidence.csv

    One row per answer included in the detailed research readings.

    key, answerId, interpretation, text

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with its answer count and total.

    panel, edition, platform, party, numerator, denominator

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with the recorded answer lengths.

    panel, edition, platform, answers, median_words, total_words

  • Location comparisons by edition

    regional-tables.csv

    One row per national-and-location comparison and edition.

    edition, prompt_id, platform, city, draft_id, block, scenario_id, scenario, issue, priority, common_4_5, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Changes by topic

    issue-tables.csv

    One row per topic, showing answer totals and changes in party names.

    issue, current_answers, matched, changed_party_sets, changed_displayed_party_sets

  • Links visible in answers

    literal-source-evidence.csv

    One row per answer, with the web links present in its text.

    edition, result_id, literal_urls, literal_domains, associated_capture

  • Separate website reference totals

    aggregate-references.csv

    One row per website in the separate reference summary; these totals do not identify which answer used it.

    domain, citationCount, referenceCount, promptCount, urlTotal, trendTotal, platforms

  • Answers compared with 19 October

    pairs.csv

    One row per answer with an earlier counterpart to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Statements and sentiment assessments

    claims.csv

    The saved assessments of statements about tracked parties, with their answer references and verified extracts where available.

    claimId, answerId, entityId, role, tone, quote, origin, nativeQuoteVerified

  • Original saved statement assessments

    raw-native-claims.csv

    One row per saved statement, with its original wording and party assessments. These are automated results, not independently checked facts.

    quote, brands, stance, claimId, claimText, sourceResultId

  • Original saved source records

    raw-native-sources.csv

    Every saved source record, distinguishing citations from other references. The source rankings count citations only.

    answerId, url, domain, metadata, domainType, citationKind

  • Sources by answer

    source-associations.csv

    One row per answer and website; repeated references to the same website count once.

    answer id, question id, assistant, domain, publisher

  • National and location answers

    place-pairs.csv

    One row per complete national-and-location pair in this edition.

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

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. What are the parties proposing about learning support, specialist staff and support for children with additional needs?

New Zealand election 2026: learning support and additional needs at school

For your situation, the key question is not simply which party says it supports children with additional needs. It is what each party would change about access to learning support, the availability of specialist staff, and the practical help families receive when school support is not enough.

As of 22 October 2026, the general election is scheduled for Saturday 7 November. The parties have made some specific commitments, but there are also important gaps in what they have publicly detailed. The comparison below focuses on National, Labour, the Greens, ACT, New Zealand First, Te Pāti Māori and The Opportunities Party (TOP), using published election policies and recent reporting. Party policies, simplified: EducationPolicies for Party vote - NZ Election 2026

The main differences at a glance

The comparison distinguishes specific commitments from broader intentions or areas where further detail is not yet available.

Party Learning support and specialist staff What to pay particular attention to
National Learning Support Coordinators in all schools with Years 1–8 students by 2028; more teacher-aide hours and training. The proposed scale and timing of additional classroom support.
Labour Has pledged to hire 1,000 more teacher aides and progress findings of the review into support for students with the highest needs. How the extra aides would be allocated and whether access to high-needs funding would change.
Green Party Broader eligibility for learning support and a single agency to coordinate specialist services. Whether more children would qualify and how specialist support would be coordinated.
Te Pāti Māori A Māori-led taskforce, better-resourced support teachers, accessible learning environments and culturally grounded professional development. How the proposed changes would be funded and implemented in schools.
ACT Emphasises family choice and alternatives such as charter schools; its published position also addresses managing serious classroom disruption. What direct additional funding or specialist staffing would be available to your child in a mainstream school.
New Zealand First Has expressed support for inclusive learning, but detailed new commitments on specialist staffing were not identified in the recent comparison. What concrete staffing and funding commitments it would make.
TOP (The Opportunities Party) Proposes a 10-year, cross-party plan for health and education. Whether the plan would include measurable learning-support entitlements and guaranteed specialist capacity.

Sources: The D*List's 2026 education-policy comparison and National's education policy. Party policies, simplified: EducationTeaching the basics brilliantly

What each party is proposing in more detail

National: more teacher-aide hours and Learning Support Coordinators

National's published education policy contains specific commitments on staffing and school support:

  • Learning Support Coordinators in every school with Years 1–8 students by 2028.
  • Additional teacher-aide hours and training for children with behavioural, emotional and neurodiverse needs, building to two million extra hours per year from 2028.
  • An expanded Early Intervention Service to connect children who need additional support with help earlier.
  • Continued delivery of 142 new specialist classrooms, three new specialist schools and major redevelopments at six existing specialist schools. Teaching the basics brilliantlyParty policies, simplified: Education

What this could mean for your family: the commitments focus on increasing school-based support and specialist education capacity. The key questions are how the additional hours will be distributed, whether your child's particular needs qualify, and how long you might wait for support. The 2028 target also matters if your child needs more help now.

Read National's education policy.

Labour: more teacher aides and changes for children with the highest needs

Labour made a new commitment on 22 October to hire 1,000 additional teacher aides. It has also indicated that it would progress the findings of the Ministry of Education's Highest Needs Review to address problems with the Ongoing Resourcing Scheme (ORS). Party policies, simplified: EducationLabour's 2026 Election Policies

ORS is a funding scheme for school-aged children with the highest ongoing support needs. Its eligibility and resourcing decisions can make a significant difference to the assistance a child receives.

What this could mean for your family: the additional aides could increase the available workforce, while changes arising from the review could affect children needing intensive, ongoing support. However, the public commitments cited here do not establish how the 1,000 aides would be allocated, the timetable for recruitment, or the precise changes Labour would make to ORS eligibility and funding.

Labour has also opposed allowing teachers to use physical force under ACT's proposed classroom-removal policy. Party policies, simplified: Education

Read Labour's election policies.

Green Party: broader eligibility and coordinated specialist services

The Greens have proposed:

  • Expanding the criteria for accessing learning support.
  • Establishing a single agency to coordinate and resource specialist support for learners with health and disability support needs.
  • Implementing the Ministry of Education's Framework for Action: A quality education for all.
  • Supporting fully funded inclusive education and expanded learning support, including ORS. Party policies, simplified: EducationDisability Policies of NZ Political Parties

What this could mean for your family: the eligibility proposal is relevant if your child needs help but does not meet the current threshold for particular services. A coordinating agency could also help address the difficulty families sometimes face navigating multiple services.

The practical details to check are which eligibility rules would change, whether additional specialists would be recruited, and how the agency would be funded and held accountable for waiting times.

Read the Green Party's website.

Te Pāti Māori: a Māori-led approach to learning support

Te Pāti Māori has proposed establishing a Māori-led taskforce to transform how students with disabilities, neurodivergence and learning differences are taught and supported.

Its stated commitments include:

  • Resourcing support teachers.
  • Making learning environments more accessible.
  • Providing ongoing professional development grounded in mātauranga Māori.
  • Addressing systemic exclusion in education settings. Party policies, simplified: Education

What this could mean for your family: the emphasis is on the way schools teach and include children, as well as on the resources available to support them. Its proposals may be particularly relevant to whānau seeking culturally grounded approaches to learning support.

The published summary does not specify a staffing target, funding amount or implementation timetable.

ACT: family choice and classroom management

ACT's approach emphasises educational choice, including alternatives to mainstream schools through charter schools. Its policy on classroom behaviour would allow teachers to use reasonable and proportionate physical intervention to prevent a student harming themselves or others, or causing serious property damage, subject to safeguards. Party policies, simplified: EducationTeachers, schools and the election

What this could mean for your family: if you are considering alternatives to mainstream schooling, it is worth examining what support different schools would actually provide, rather than assuming that an alternative setting automatically offers more specialist help.

If your child has behavioural or sensory needs, you may also want to consider the party's approach to physical intervention and the safeguards it proposes. Labour, the Greens and Te Pāti Māori oppose ACT's policy; National and New Zealand First did not state a position in the recent comparison. Party policies, simplified: Education

The available summary does not identify a specific ACT commitment to increase teacher-aide numbers or expand ORS access.

Read ACT's website.

New Zealand First: inclusive learning, but limited specific detail

New Zealand First expressed support for inclusive learning in the recent election-policy comparison, but did not provide a detailed new commitment on learning-support staffing in its responses. It also did not state a position on ACT's classroom physical-intervention policy in that comparison. Party policies, simplified: EducationDisability Policies of NZ Political Parties

What this could mean for your family: the important distinction is between supporting inclusive education as a principle and committing to additional staff, funding, specialist services or enforceable access standards. The material reviewed does not establish a new staffing target or a detailed plan to change ORS.

Read New Zealand First's website.

The Opportunities Party (TOP): a long-term, cross-party plan

TOP proposes bringing parties together to develop a 10-year plan for health and education. It did not respond to the specific education questions in The D*List's comparison. Party policies, simplified: Education

What this could mean for your family: a long-term plan could address continuity between education and health services, but the proposal alone does not establish what immediate assistance would be available at school.

The important questions are whether the plan would include guaranteed support for eligible children, measurable improvements in specialist staffing, and interim measures for families currently waiting for help.

Read TOP's website.

What about the impact on your paid work and caring responsibilities?

Because you sometimes reduce paid work to care for your child, there are two related but distinct policy questions to examine.

1. Will your child receive enough help at school?

Look for commitments on teacher-aide hours, access to specialist teachers, learning support eligibility, ORS funding, early intervention and waiting times. These are the policies most directly connected to your main concern.

2. What happens when you need to provide care yourself?

School staffing policies do not automatically compensate a parent who loses earnings. You would also need to examine each party's disability-support funding, carer assistance, income-support and employment policies. Labour's published disability commitments include ending annual benefit renewals for people with verified permanent disabilities, but that is not, by itself, a new payment for parents who reduce work to care for a child. Labour's 2026 Election PoliciesDisability Policies of NZ Political Parties

Five questions worth asking every party

These questions can help distinguish broad promises from changes that would make a difference to your family's day-to-day life.

  • Access: Will more children qualify for learning support, including those whose needs are significant but do not meet the highest-needs threshold?
  • Staffing: How many additional teacher aides, specialist teachers, psychologists or other specialists will be available, and by when?
  • Waiting times: What will be done for children who need support now, rather than in 2028 or later?
  • Accountability: Will schools and the Ministry be required to meet clear standards for providing agreed support?
  • Families: Will there be additional practical or financial assistance for parents who must reduce paid work because appropriate support is unavailable?

Where to compare the policies yourself

My suggestion for evaluating the policies: keep your child's actual support needs at the centre of the comparison. A promise to recruit more aides, a proposal to expand eligibility, and a plan to coordinate services address different problems. The most useful questions are which change would help your child, how soon it would happen, and whether the party has specified how it would be funded and delivered.

Ask anything

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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. What are the parties proposing about learning support, specialist staff and support for children with additional needs?

For parents navigating the New Zealand school system while balancing paid work and the care of a child with additional learning needs, learning support is a core issue in the 2026 New Zealand general election.

Different political parties approach learning support, specialist staffing, and funding through contrasting frameworks. Below is an overview of how the major parties' policies and recent approaches address these concerns:


1. National Party (Incumbent)

  • Focus & Delivery: National’s approach centers on expanding current funding channels and scaling up existing structures.
  • Key Commitments & Record:
    • Uncapping the Ongoing Resourcing Scheme (ORS) to bring more children with the highest needs into funded support.
    • Expanding Learning Support Coordinators (LSCs) into more primary and intermediate schools, aiming for complete coverage over the next few years.
    • Expanding early intervention services into the first year of school and contracting private-sector specialists (such as speech-language therapists and educational psychologists) to help reduce wait times.
    • Delivering more teacher-aide hours incrementally.

2. Labour Party

  • Focus & Delivery: Labour places strong emphasis on targeted workforce expansion and following through on sector reviews (such as the Highest Needs Review).
  • Key Commitments:
    • Pledged specific funding packages aimed directly at growing the frontline support workforce—such as committing to hire 1,000 additional teacher aides.
    • Strongly emphasizes inclusive education frameworks and opposes measures that could lead to physical intervention or the exclusion of students with behavioral or learning challenges.

3. Green Party

  • Focus & Delivery: The Greens advocate for systemic reform and centralized coordination for disabled and neurodivergent learners.
  • Key Commitments:
    • Broadening the strict eligibility criteria required to access learning support.
    • Establishing a single, dedicated agency to coordinate and resource specialist support for learners with health and disability needs, streamlining what families often experience as a fragmented system.
    • Fully implementing the Ministry of Education's Framework for Action: A quality education for all.

4. Te Pāti Māori

  • Focus & Delivery: Te Pāti Māori focuses heavily on a culturally responsive, rights-based overhaul for neurodivergent and disabled students.
  • Key Commitments:
    • Establishing a Māori-led taskforce to transform how students with disabilities, neurodivergence, and learning differences are supported.
    • Addressing systemic exclusion in schools, increasing resources for support teachers, and ensuring professional development is grounded in mātauranga Māori.

5. ACT & NZ First

  • ACT generally emphasizes parental choice through alternative education models (such as charter schools and student education accounts) alongside stricter behavioral management frameworks in mainstream classrooms (supporting teacher powers for physical intervention when safety is at risk).
  • NZ First typically focuses its education investments toward vocational pathways and core foundational literacy/numeracy, while broad coalition dynamics often anchor their practical delivery to the wider government agenda.

What this means for working parents

For families where parents have had to reduce paid hours to bridge the gap left by insufficient school support, the key differences lie in how quickly specialist help (like speech-language therapists and educational psychologists) can be accessed locally, whether teacher-aide hours are guaranteed for your child's specific tier of need, and whether parties rely on expanding state-funded coordinators or shifting structural models entirely.

Are you looking at how a specific party’s policy might directly impact your child's age group or local school type?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 23 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. What are the parties proposing about learning support, specialist staff and support for children with additional needs?

Navigating the learning support system for a child with additional needs while balancing work and care is a significant challenge. Heading into the November 2026 New Zealand general election , the major political parties have outlined distinct approaches, current delivery records, and new proposals regarding learning support, specialist staffing, and inclusive education.

National Party (Incumbent Government)

  • Focus & Record: Emphasises recent funding rollouts and measurable expansion of front-line support.

  • Learning Support Coordinators (LSCs): Funding has been expanded to cover more schools, with targets aiming for 80% coverage by 2027 and every school covered by 2028.

  • Specialist Staff & Early Intervention: Highlights the recruitment of additional learning support specialists (such as educational psychologists and speech-language therapists) and extending Early Intervention Services through the end of Year 1.

  • View: Argues that current incremental rollouts and private-sector contracting are successfully reducing wait times and increasing Ongoing Resourcing Scheme (ORS) placements.

Labour Party

  • New Proposals: Recently pledged an $80 million package over four years focused specifically on workforce capacity, including a promise to hire 1,000 more teacher aides to provide more one-on-one and in-classroom support.

  • Critique of Incumbent: Argues that current measures are too slow and that gaps remain for families, pointing to past unfulfilled targets and waitlists under various action plans.

  • Focus: Centered on easing pressure on busy classrooms, boosting direct support staff, and addressing system-wide gaps identified in previous reviews.

Green Party

  • Systemic Overhaul: Focuses on shifting toward a fully inclusive education model rather than relying strictly on tiered funding gates.

  • Proposals:

  • Expanding the criteria for accessing learning support.

  • Establishing a single dedicated agency to coordinate and resource specialist support for learners who have health and disability needs.

  • Fully implementing all actions within the Ministry of Education's Framework for Action: A quality education for all. [The D*List]

ACT New Zealand

  • Alternative Approaches: Focuses less on expanding the state bureaucracy and more on structural choice via the mainstream and alternative pathways, such as supporting charter schools to give families alternative educational environments outside the traditional mainstream system. [The D*List]

New Zealand First & Te Pāti Māori

  • Positions: Both parties have expressed general commitments to inclusive and well-resourced learning environments, though they have placed differing emphases on localized or kaupapa Māori approaches to health and education services within their broader manifestos. [The D*List]

If you'd like to narrow this down based on your specific situation, tell me:

  • What type of support or specialist care your child needs most (e.g., ORS funding, speech-language, or a teacher aide)?
  • Whether your child is currently in early childhood education or primary/secondary school?

I can provide more targeted details on how these policies might affect your day-to-day advocacy and care routine.

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. What are the parties proposing about learning support, specialist staff and support for children with additional needs?

AI Overview

For the 2026 New Zealand general election , the major political parties have distinct approaches to school-level learning support, specialist staffing, and systemic structures for children with additional needs.

Here is what the National, Labour, Greens, and ACT parties are proposing:

Party Policy Comparison

Party Learning Support & Teacher Aides Specialist Staffing System & School Structures
National • Build toward 2+ million additional teacher aide hours annually by 2028.
• Fully fund Learning Support Coordinators (LSCs) for every school by 2028. • Contract up to 1,000 private-sector specialist places (psychologists, SLTs) at any one time to cut wait lists. • Build 142 new specialist classrooms and 3 new specialist schools.
• Support charter schools focused on neurodiverse learners.
Labour • Commit $80 million to hire 1,000 more teacher aides over four years. • Progress the findings of the Highest Needs Review to identify and close learning support resource gaps. • Focus on resource distribution within mainstream state schools.
Greens • Fully fund comprehensive learning support systems via a proposed wealth tax. • Introduce paid placements ($380/week) for student teachers, speech-language therapists, and psychologists to fix workforce shortages. • Ensure fully inclusive public education ; strongly oppose funding cuts and the expansion of charter schools.
ACT • Propose Student Education Accounts (~$12,000/yr) allowing parents to fund education at any registered school. • Focus heavily on classroom environment and teacher authority rules. • Expand charter schools to give neurodiverse and underserved learners options outside the standard state system.

Detailed Breakdown by Party

National Party

The National Party's focus is on hitting target milestones established during their term in government. Their policies emphasise expanding specific resources and utilising private practitioners to shorten wait times:

  • Specialist Access: They have expanded speech-language therapists and educational psychologists by contracting 1,000 private-sector places to bypass backlogs.

  • In-School Support: They are on track to increase funded teacher aide hours to over 2 million by 2028 and aim to have an LSC in 100% of primary and intermediate schools by 2028.

  • Infrastructure: They are promising 3 new specialist schools and 142 new specialist classrooms. They also back charter schools tailored to neurodiverse learners.

Labour Party

The Labour Party focuses its 2026 platform on targeted investments directly into classroom staff and completing systemic reforms:

  • Staffing Injection: Labour’s core headline policy is an $80 million package to inject 1,000 additional teacher aides into schools over four years.

  • Systemic Gaps: They promise to advance the delayed Highest Needs Review to systematically identify where children are falling through the cracks and redesign funding models so it is easier for families to get help.

Green Party

The Green Party views learning support through the lens of fully funded public institutions and addressing systemic staff shortages:

  • Specialist Pipeline: To fix the shortage of school specialists, the Greens are offering $380-a-week universal payments for trainees undertaking mandatory, unpaid practical placements. This includes student teachers, educational psychologists, and speech-language therapists.

  • Funding Model: They advocate for a complete overhaul to create "properly funded" inclusive learning systems, to be paid for out of their proposed wealth tax. They oppose using public money for private or charter alternatives.

ACT Party

The ACT Party prioritises structural choice, parental autonomy, and classroom environment:

  • School Choice: ACT supports the rollout of charter schools , arguing that alternative structures and independent curricula provide a vital exit route for neurodiverse students who do not thrive in mainstream state schools.

  • Student Education Accounts: They want to trial giving parents direct control of public funding (~$12,000/year) to spend at the school of their choice.

  • Classroom Management: They have introduced policies allowing teachers to remove disruptive students, which they argue creates safer, more focused environments for all learners.


If you would like to explore these options further, please let me know:

  • What specific type of support your child currently needs (e.g., ORS funding, speech therapy, teacher's aide time)?

  • Whether you would like more information on financial support for carers when reducing work hours.

Ask anything

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