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've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

I'm sorry you're having to make this decision after years in the same industry. When rent and everyday bills still need to be paid, retraining isn't just a question of which qualification might lead to a new job — it's also whether you can afford to study, how quickly you could earn again, and what happens if the training doesn't lead to work.

For New Zealand's 2026 general election, I'd compare party policies against four practical questions:

  • Upfront cost: Can you retrain without paying tuition fees or taking on a student loan?
  • Living costs: Can you receive financial support while studying, including help with rent and essential expenses?
  • Flexibility: Can you study part-time, online or while working?
  • Employment prospects: Does the policy help you move into an occupation with actual vacancies, or build on the skills you already have?

It's also worth separating policies that already exist from new promises parties make for the next parliamentary term. A proposed policy is not the same as funding you can access today.

The party policies most relevant to your situation

The following comparison focuses on policies announced for the 2026 election, especially those that could reduce training costs or help you earn while retraining. These are policy commitments, not guarantees of eligibility or implementation.

New Zealand Legislative Election Winner? Winner Odds | Lines.com

Green Party — paid training and apprenticeships

The Greens have proposed a $380 weekly payment for students, paid placements for future workers, and a $1,500 relocation payment for eligible students who need to move for a placement. Their apprenticeship proposals include abolishing the training wage and providing a $2,000 equipment grant. Good Jobs For All of Us

What to check: Whether the weekly payment would cover your particular course and living situation. The announced payment is a student-support proposal, not a universal entitlement for every adult learner.

South Island Election Conference 2026

Labour — apprenticeships and a route back into work

Labour has proposed expanding Apprenticeship Boost, providing a $1,000 toolbox grant, and creating work through its Start Work Now programme. It also proposes Māori-led vocational training funding of $21 million annually. Its separate student-debt policy offers a 10% reduction for eligible borrowers, subject to conditions. Labour's 2026 Election PoliciesLabour's Cost of Living Plan

What to check: Apprenticeship Boost is employer-focused support, so it is not the same as a grant to cover your rent or all your course fees. Student-loan reductions also do not eliminate the upfront cost of retraining.

Will National Party Finish 2nd in New Zealand's 2026 Election?

National — education and employment pathways

National's 2026 policy platform includes education and economic policies, but the headline commitments I verified do not establish a general payment for all redundant adults who want to retrain. 2026 Election Policy

What to check: Look specifically for eligibility for adult vocational-course funding, apprenticeship support and income assistance during study, rather than relying on broad commitments to education or economic growth.

For the other parties — ACT, NZ First, Te Pāti Māori and the Opportunities Party — you can compare their specific education and employment proposals in the 2026 Policy.nz policy guide. Its categories for tertiary fees, student support, trades and vocational education are particularly relevant. Policies for Party vote - NZ Election 2026

I would avoid drawing a firm conclusion from the party names or general economic philosophies alone. For your circumstances, the decisive details are the amount of support, who qualifies, when it starts, and whether it is available to someone who has already spent years in employment.

POLICY TRACKER: TOP wants to fund cheaper doctor visits with junk-food tax | New Zealand Doctor

ACT — trades and employer-led training

ACT proposes removing funding caps on approved trades subjects in schools, creating industry-recognised awards, and giving employers a stronger role in designing training. ACT New Zealand

What to check: These proposals focus substantially on school-to-trade pathways. They don't, by themselves, establish that a redundant adult would receive living-cost support.

Don't wait for the election to investigate financial help

You may be able to access assistance under existing rules, regardless of which party you vote for.

  • Work and Income: Its Course Participation Assistance can help eligible people with up to $1,000 in costs for an approved employment-related course lasting no more than 12 weeks. Eligibility and the costs covered depend on your circumstances. Course Participation Assistance
  • Work-based training: The Tertiary Education Commission explains the vocational training arrangements operating from 2026. An apprenticeship or employer-supported course may let you earn while gaining a qualification. Work-based learning changes from 2026
  • Student support: Before enrolling, check the StudyLink website for current eligibility rules on student allowances and loans. Don't assume you qualify for a living-cost payment simply because you've become unemployed.

How to use this comparison when deciding your vote

Given your rent commitments, I'd pay particular attention to the difference between free or subsidised training, a payment you can live on while studying, and a job you can move into without a lengthy period out of work. These are three separate policy questions, and a party may address one without addressing the others.

You can also compare the parties directly using Policy.nz's 2026 election guide, particularly its sections on tertiary fees, student support and vocational education. Policies for Party vote - NZ Election 2026

If you tell me what industry you've been made redundant from, I can help you compare realistic retraining routes and identify which party commitments address the costs most relevant to you.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 23 October 2026 · shown as ChatGPT gave it, not a verified account

Gemini · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

Navigating redundancy after a long tenure in one industry is a major life stressor, especially when you have immediate living costs like rent to manage. Balancing the need to earn or receive support today with the long-term goal of retraining shapes how the major political parties are approaching tertiary education, training, and cost-of-living assistance in New Zealand.

Different political parties offer contrasting philosophies and policies regarding adult retraining, tuition costs, and financial support for students.


Centre-Right / Governing Perspective (e.g., National Party / ACT)

The current policy direction prioritises fiscal restraint, targeted spending, and shifting funding away from broad-based schemes toward areas with direct employment outcomes.

  • Approach to Training Costs: The Coalition Government wound down the broad "Fees Free" tertiary scheme, arguing that it did not adequately lift overall participation or target those who needed it most. Their focus is heavily weighted toward targeted industry training, apprenticeships, and trades where immediate skill shortages exist.
  • Financial Support While Studying: Rather than universal allowances or sweeping debt write-offs, this approach generally relies on standard student loan mechanisms (for course-related costs and living components) alongside existing welfare or work-transition support (such as the Jobseeker Support benefit, which includes transition-to-work assistance while you look for work or undertake approved short-term training).
  • Impact on You: If you are looking to retrain, options under this block typically lean toward industry-backed pathways, polytechnics, or specific vocational training that aligns closely with immediate workforce gaps, rather than free blanket retraining across any discipline.

Centre-Left / Progressive Perspective (e.g., Labour Party, Green Party, Te Pāti Māori)

These parties view post-secondary education and adult retraining as public infrastructure that should be heavily subsidized or free to remove barriers for displaced workers.

  • Approach to Training Costs:
    • Labour: Has proposed targeted relief for student debt and approaches to ease the transition for those re-entering education, though policies focus heavily on specific student loan adjustments and debt reduction for New Zealand-based graduates.
    • The Greens: Campaign on working towards fully fees-free tertiary education for all, a complete student debt write-off, and introducing a universal student income to ensure adults can cover living costs like rent while studying.
    • Te Pāti Māori: Advocates for immediate write-offs of living-cost components of student debt and universal student allowances regardless of background.
  • Financial Support While Studying: These parties emphasize combining free or lower-cost tuition with direct living income support (student allowances) so that adults with financial commitments like rent do not fall into poverty while retraining.
  • Impact on You: If your primary concern is avoiding unaffordable debt and getting help with day-to-day living costs (rent) while retraining full-time, these parties' policies are explicitly designed to lower those financial barriers.

Immediate Support While You Decide

Regardless of party lines, if you are currently facing redundancy and trying to decide your next steps, immediate practical assistance is available through the New Zealand welfare system:

  1. Ministry of Social Development (MSD / Work and Income): Even if you are unsure about retraining versus job hunting, you may be eligible for Jobseeker Support immediately following redundancy. MSD also provides transition-to-work grants, and in some cases, assistance with training or course-related costs if you take up an approved short-term study path to secure a new job.
  2. The Redundancy Support Process: Employers are required to work through notice periods, and you can access your KiwiSaver under certain financial hardship provisions if things become critical, though this is generally viewed as a last resort.

Summary for Your Vote

  • If you prefer targeted industry-matched training, economic management focused on job creation, and lower broad government spending, parties like National align closer to that framework.
  • If you prefer government-backed financial safety nets, universal student allowances for living costs, and moves toward free or heavily reduced retraining expenses, parties like Labour, the Greens, or Te Pāti Māori align closer to that goal.
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've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

The Green Party offers the most direct policy for adult retrainers by campaigning to reinstate fees-free tertiary education and introduce a universal student income , whereas the New Zealand Labour Party offers a 10% write-off on student loan balances for domestic graduates. Meanwhile, the governing coalition of National, ACT, and New Zealand First scrapped the fees-free tertiary scheme in Budget 2026, offering instead a reduction in student loan repayment rates (National) or targeted vocational and trade allocations (NZ First / ACT).

Overview of 2026 Party Policies for Retraining and Study Costs

  • Green Party:

  • Fees-Free Study: Pledges to reverse the government's cancellation of fees-free tertiary education and work toward comprehensive, barrier-free access.

  • Income Support: Proposes a universal student income to help cover living and rent costs while studying.

  • Debt Relief: Advocates for a broader student debt write-off scheme. [WhichParty NZ]

  • New Zealand Labour Party:

  • Student Loan Reduction: Promises to write off 10% of eligible student loan balances starting April 1, 2027, for New Zealand-based graduates, and completely clear balances of $2,000 or less after a three-year domestic track.

  • Fee Stance: Does not commit to reinstating universal fees-free study (which Labour originally introduced as first-year free and later transitioned), focusing instead on post-study debt relief.

  • National Party (Government):

  • Fees-Free Stance: Supported and executed the scrapping of the general fees-free tertiary scheme in Budget 2026, arguing participation did not adequately lift lower-decile representation.

  • Loan Repayment Relief: Proposes lowering the compulsory student loan repayment rate from 12% to 10% starting April 2027, while increasing interest rates for overseas-based borrowers.

  • ACT Party (Government Coalition Partner):

  • Fees-Free Stance: Strongly backed the termination of fees-free tertiary education, criticizing it as an inefficient taxpayer subsidy.

  • Focus: Emphasises market-driven vocational training, choice via alternative providers, and maintaining user contributions rather than broad-based fee waivers. [WhichParty NZ]

  • New Zealand First (Government Coalition Partner):

  • Fees-Free Stance: Part of the coalition that ended the fees-free scheme in Budget 2026.

  • Focus: Has expressed interest in redirecting or repurposing education funding toward targeted trades and specific industry needs rather than general university fee subsidies. [The Spinoff]

Summary Comparison Table

Party Stance on Fees-Free Study Direct Financial / Cost Relief
Green Party Reinstates and expands fees-free access Universal student income & debt write-off
Labour Party Not committing to full fees-free 10% loan balance write-off ($2k+ cleared)
National Party Scrapped in Budget 2026 Repayment rate cut from 12% to 10% (April 2027)
ACT Party Scrapped in Budget 2026 Targeted vocational / industry paths (no broad fee waivers)
New Zealand First Scrapped in Budget 2026 Targeted trades and industry-specific funding

For additional details on how these platforms compare across specific training types, you can review the interactive breakdown on WhichParty.nz or coverage of the policy shifts on The Spinoff.

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

  • What industry or trade you are thinking of retraining in
  • Whether you need part-time or full-time study while covering rent

I can share what specific course subsidies or MSD (Ministry of Social Development) support options currently apply to your situation.

Ask anything

Captured 23 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

AI Overview

Navigating redundancy is highly stressful, especially when balancing rental costs and deciding whether to stick with a familiar sector or pivot. For an adult looking to retrain in New Zealand without taking on unaffordable upfront or long-term costs, the 2026 general election party policies present distinct choices regarding direct financial assistance, debt relief, and targeted trades training.

The policy landscape ahead of the November 7, 2026 election breaks down as follows:

The Green Party: Broadest Direct Funding & Cost Reductions

If you want to minimize immediate out-of-pocket expenses and daily living costs while retraining, the Green Party offers the most expansive financial buffer:

  • Fees-Free & Debt Write-off: Actively campaigning to restore and expand fees-free tertiary education alongside a complete student debt write-off.

  • Universal Student Income: Proposing a universal student allowance so that adults receive financial support regardless of background or existing circumstances.

  • Equipment Grants: Offering a $2,000 grant to cover the cost of tools, uniforms, and essential course materials.

  • Paid Placements: Implementing universal payments for students undertaking practical training in essential fields like healthcare, teaching, and social support.

The Labour Party: Targeted Trade Boosts & Loan Relief

If you are looking to enter the trades or want targeted relief from the student loan system, Labour prioritizes lowering ongoing repayment pressures:

  • Apprenticeship Boost: Promises to reset the Apprenticeship Boost scheme back to a full two years from 2028, making it highly affordable to learn on the job.

  • Debt Reduction: Offering a 10% reduction on eligible student loan balances for New Zealand-based graduates.

  • Lower Repayment Rates: Planning to cut the compulsory student loan repayment rate from 12% down to 10% starting in April 2027, leaving more cash in your hand each week once you return to work.

  • Māori Trades Training: Committing $21 million annually to expand Māori-led trades training programs.

National, NZ First, and ACT: Structural and Work-Focused Approaches

These parties lean away from universal education funding, favoring targeted workforce outcomes:

  • New Zealand First: Explicitly advocates for pivoting funding away from generic university fees-free schemes and directly into trades and vocational training, where they argue the economic return is higher.

  • National: Focuses on graduate retention incentives within the student loan framework rather than eliminating upfront study costs.

  • ACT: Opposes interest-free student loans entirely, viewing them as fiscally inefficient, and instead favors alternative high-school level industry awards to streamline direct transitions into work.


Immediate Support While You Choose

While you weigh your long-term options for the election, you do not have to wait to access financial and career assistance.

  • Urgent Cash Flow: Contact Work and Income (WINZ) immediately on the Work and Income Redundancy Support Page. Redundancy entitlements and alternative income supports (like the Accommodation Supplement or Jobseeker Support) are calculated from the day you make contact.

  • Redeployment Assessment: Check your redundancy agreement or contact Employment New Zealand to ensure your previous employer fulfilled their legal obligation to genuinely consider redeployment before making your role redundant.

To help you figure out the best immediate step for your career or vote, let me know:

  • What industry or sector you just left?

  • Whether you are leaning towards university study or practical trade apprenticeships?

  • If you need help calculating your financial runway for rent while you transition?

Ask anything

Captured 23 October 2026 · shown as AI Overviews gave it, not a verified account