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'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What are parties proposing about graduate jobs and the rights of people doing part-time work?

New Zealand 2026 election: graduate jobs and part-time work

As a tertiary student renting a room, working part-time and relying on a student loan, two issues are especially relevant to your vote: whether parties want to make it easier to get a job after graduating, and whether they want to strengthen or change the rights of people working part-time.

It is worth separating three things when comparing party policies:

  • Graduate employment: paid internships, apprenticeships, graduate recruitment, public-sector jobs and incentives for employers to hire new graduates.
  • Part-time work rights: predictable hours, fair pay, sick leave, protection from being called into work at short notice, and the ability to challenge unfair treatment.
  • Student affordability: student-loan rules, student support, rent and the cost of living while studying.

A party can propose more jobs without improving employment conditions, or strengthen worker protections without directly creating graduate vacancies. Those differences matter when considering what would actually help you.

1. What the main parties are proposing

These are documented 2026 election policies and campaign commitments available as of 22 October 2026. I've focused on the policies most relevant to someone combining study, rent and paid work, rather than trying to rank parties overall.

Graduate jobs and getting into work

South Island Election Conference 2026

Labour

Labour has announced a Graduate Nurse Job Guarantee, offering eligible New Zealand-trained graduate nurses a job in the health system from 2027. Its wider jobs programme includes Apprenticeship Boost and Start Work Now, alongside a proposal to reduce student debt. Its graduate guarantee is specific to nursing, not all graduates. Labour's 2026 Election Policies

On employment rights, Labour proposes restoring Fair Pay Agreements, strengthening collective bargaining, reinstating leave entitlements removed by recent changes, and reversing several changes to employment law. Fairer WorkplacesPolicy scorecards for working people NZCTU

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

National

National's Back Pocket Boost for Graduates proposes reducing compulsory student-loan repayments for domestic borrowers from 12% to 10% of income above the repayment threshold, from 1 April 2027. The stated aim is to let graduates keep more of their earnings. It is a repayment change, not a guarantee of employment or a reduction in the original amount borrowed. Back Pocket Boost for Graduates

National also proposes helping small businesses take on their first employee and expanding employment support for people who have been on Jobseeker Support for a long time. Its approach emphasises business growth, hiring and getting people into work. National’s plan to support Small BusinessesA firm, fair and affordable welfare system

Green Party NZ (@NZGreens) on X

Green Party

The Greens have announced a jobs guarantee for 16–24-year-olds who have been out of work for six months, creating a pathway into community jobs. That could be relevant to a young person struggling to enter employment, although eligibility depends on age and time out of work. Greens announce jobs guarantee for young people

The party has also proposed a weekly payment of $380 during compulsory placements for students training in essential health, education and social-support professions, plus $1,500 towards relocation for qualifying placements. The payment is proposed on top of existing student loans or allowances. Greens announce paid placements for nurses, teachers, and social workers

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT

ACT's employment approach emphasises reducing barriers for businesses and increasing flexibility in employment relationships. The 2026 election policy tracker records proposals including a three-year freeze on the adult minimum wage and a lower training wage for workers under 20. These are proposals reported by the policy tracker, rather than a promise of graduate jobs. Election policy tracker: what the parties are promising

For a student worker, the important question is how a lower training wage or changes to employment protections would affect your own age group, role and pay.

New Zealand legislative election winner? Predictions & Od... 2026 | Polymarket

New Zealand First

New Zealand First's recent employment-related campaign emphasis includes reducing immigration and changing international students' automatic work rights. Those work-rights proposals concern international students, so they should not be confused with the rights of domestic student workers. The party's immigration policy also argues that reducing competition for entry-level jobs will benefit New Zealanders. NZ First Announces Immigration Reform Policies

Its position on your circumstances will depend on the specific employment and student-support policies, not immigration policy alone.

For a broader comparison across parties, the independent election guide Policy.nz — incomes and employment lets you explore jobs, wages, working conditions and income support. Policies for Party vote - NZ Election 2026

2. What are parties proposing for part-time workers' rights?

Part-time employees generally have the same core minimum employment protections as full-time employees in New Zealand. The main election differences concern whether those protections should be strengthened, reduced or changed.

The New Zealand Council of Trade Unions (NZCTU) has published a 2026 election scorecard based on questions put to parties about wages, job security, leave and workplace rights. National and ACT declined to answer its industrial-policy questions, so the NZCTU's entries for those parties reflect its interpretation of their public statements and legislative history. The NZCTU is a union organisation, so its scorecard is a useful comparison of positions, not an independent assessment of every policy's effects. Policy scorecards for working people NZCTU

Issue Labour and Greens National and ACT
Fair Pay Agreements Support restoring industry-wide agreements Do not support restoring them
90-day trials Support abolishing them Support retaining them
Personal grievances Support restoring the previous system Do not support reversing the 2026 changes
Union access Support automatic opt-out union membership Do not support this proposal
Pay equity Support restoring the earlier system Do not support restoring it

Source: NZCTU's October 2026 election scorecard. The table summarises its reported positions; see the full scorecard and methodology. Policy scorecards for working people NZCTU

For your situation, these differences have some practical implications:

  • If your shifts change around classes: examine policies on predictable scheduling, guaranteed hours and short-notice cancellations. The scorecard does not settle all these questions, so check the detailed employment policies.
  • If you worry about losing your job: 90-day trials and personal-grievance rules can affect the protections available when employment ends.
  • If your pay is low: minimum-wage policy and Fair Pay Agreements matter. Industry-wide agreements could affect pay and conditions across particular sectors, rather than just one employer.
  • If you work in hospitality, retail or another low-paid sector: compare both the minimum-wage proposals and policies affecting your ability to negotiate better conditions.

One important distinction: a proposal to make hiring easier may create opportunities, but it does not automatically mean workers get more predictable hours or greater job security.

3. What could make the biggest difference to you financially?

Because you are juggling rent, study and paid work, there is a third set of policies worth checking alongside graduate jobs and employment rights.

Student-loan repayments

National's proposed reduction from 12% to 10% applies to compulsory repayments on income above the repayment threshold. If your part-time earnings are below that threshold, you may not see a direct benefit while studying. Back Pocket Boost for Graduates

Support while studying

The Greens' proposed paid placements could be relevant if your qualification requires compulsory unpaid practical training in a covered profession. Check whether your course and placement would qualify. Greens announce paid placements for nurses, teachers, and social workers

Your first job after graduation

Labour's nurse guarantee is profession-specific; the Greens' youth guarantee is targeted at people who have been unemployed for six months. If you are studying for a different profession and already working, neither should be assumed to guarantee you a graduate job. Labour's 2026 Election PoliciesGreens announce jobs guarantee for young people

4. A practical way to compare your options

When reading party policies, ask these four questions:

  1. Will this policy help me get a job in my chosen field after graduation, or is it aimed at a different group?
  2. Will I be better able to cover rent and essentials while studying, not just after graduating?
  3. Will I have more security over my shifts, pay, leave and treatment at work?
  4. How will the policy be funded, when would it start, and what eligibility conditions apply?

You can also compare parties' proposals with your existing rights through Employment New Zealand.

One question that would help me make the comparison more relevant: what are you studying, or what sort of job do you hope to get after graduating? That would let me distinguish policies aimed at your likely profession from general promises about employment and worker protections, without steering you towards any particular party.

Ask anything

ChatGPT can make mistakes. Check important info.

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Gemini · No location

I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What are parties proposing about graduate jobs and the rights of people doing part-time work?

Navigating part-time work alongside tertiary study and managing a student loan is a widespread challenge. Ahead of the 2026 New Zealand General Election, political parties have put forward distinct policy approaches concerning student debt, graduate transitions, and the rights and protections of workers (including part-time and lower-income earners).


1. Graduate Jobs and Student Loan Policies

  • National Party:
    • Loan Repayment Rates: Proposes lowering the compulsory student loan repayment rate for domestic borrowers from 12% to 10% starting April 2027, allowing borrowers to keep a bit more of their income while working.
    • Graduate Focus: Focuses economic plans on broad job creation and economic growth rather than targeted student debt write-offs, alongside stricter enforcement and tougher measures for recovering student loan debt from individuals who move overseas.
  • Labour Party:
    • Debt Relief for Graduates: Promised to write off 10% of student loan balances for New Zealand-based graduates who missed out on fees-free tertiary study, with smaller balances of $2,000 or less cleared in full.
    • Repayment Adjustments: Aligned with proposals to reduce the domestic repayment rate down to 10% from 2027.
  • Green Party:
    • Long-term Vision & Support: Advocates moving toward free tertiary education and a comprehensive student debt write-off.
    • Universal Student Income: Supports implementing a universal student income to reduce financial distress so students do not have to rely as heavily on precarious part-time work to cover basic living costs.
  • Te Pāti Māori:
    • Debt Write-offs & Allowances: Proposes writing off entire student loans for graduates who stay and work in New Zealand for five years, immediately writing off the living-costs portion of all student debt, and introducing a universal student allowance independent of parental income.
  • ACT Party:
    • Opposition to Broad Subsidies: Strongly opposes broad write-offs or universal student allowances, arguing against previous fees-free schemes and favoring a user-pays model combined with general economic deregulation to stimulate business hiring.

2. Part-Time Work, Wages, and Worker Rights

  • Labour & The Green Party (and Union-Aligned Advocacy):
    • Workplace Protections: Generally advocate for strengthening worker rights, expanding collective bargaining pathways, and protecting minimum employment standards.
    • The Greens: Specifically campaign to abolish lower-tier training and starting wages to ensure learners and younger or part-time staff are not underpaid while gaining experience.
    • Cost of Living Focus: Emphasize lifting real wages and strengthening safety nets to protect workers from inflation and cost-of-living pressures.
  • National & ACT Parties:
    • Flexibility and Business Environment: Focus heavily on business-friendly employment laws, flexibility for employers, and streamlining regulations to encourage firms to take on staff.
    • ACT: Historically champions workplace flexibility and structural changes to youth/entry-level wage structures to incentivize employers to take on inexperienced workers, though critics (such as the CTU) argue this can negatively impact starting pay rates.

Summary for Your Situation

If your primary pain points are managing living costs via part-time hours and dealing with student debt accumulated during study:

  • Left-leaning parties (Labour, Greens, Te Pāti Māori) lean heavily into direct financial relief (debt write-offs, lower repayment thresholds, or universal student incomes) and stronger regulatory protections for workers.
  • Center-to-right parties (National, ACT) focus more on broad economic management, slightly lowering the immediate percentage taken from your paycheck for loan repayments (to 10%), and fostering an environment where businesses have the confidence to create jobs.

Would you like to explore the specific policies of a particular political party in more detail, or look closer at student allowance and student loan living cost criteria?

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'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What are parties proposing about graduate jobs and the rights of people doing part-time work?

Navigating part-time work, renting, and a student loan while trying to study is a heavy juggle. For the 2026 New Zealand general election , political parties have staked out distinct positions regarding student debt, graduate incentives, and employment/income support that directly affect tertiary students and part-time workers:

1. Policies on Student Loans and Graduate Retention

  • New Labour Party:
  • Proposed a 10% reduction on eligible student loan balances for graduates who remain, study, and work in New Zealand.
  • If you have already finished studying and are repaying, the 10% cut would apply from April 2027; for current or future students, it applies after staying in NZ for three years post-study.
  • Balances of

$2,000$ 2 comma 000

$𝟐,𝟎𝟎𝟎

or less would be written off completely after that three-year domestic track.

  • National-led Government / Current Settings:

  • The current policy context reflects a shift away from universal first-year fees-free (which was scaled back/restructured in Budget 2026), focusing instead on broad economic management, controlling government spending, and targeting support rather than broad debt write-offs.

  • Green Party:

  • Critiquing recent cuts to tertiary settings, the Greens advocate moving toward a fully debt-free tertiary education system.

  • They have specifically targeted the intense pressure of unpaid practical placements (such as for student nurses, teachers, and social workers who struggle with up to 30 hours a week of unpaid placement work). They propose a universal weekly payment of $380 for students undertaking practical training in these essential sectors to prevent students from being forced out by financial stress.

2. Part-Time Work and Employment Rights

  • Labor and Left-Bloc Proposals:

  • Labour has proposed a Fair Go Law and restoring stronger pay equity legislation within their first 100 days, aiming to bolster collective bargaining and worker protections.

  • For part-time workers, broader opposition exists from the left against recent changes that alter personal grievance and dismissal rules, arguing that workers need stronger job security and safety nets.

  • National and Right-Bloc Approaches:

  • Current legislative settings (including recent updates under the Employment Relations framework) have leaned toward increasing workplace flexibility and adjusting personal grievance frameworks to encourage business hiring. The emphasis is on making it easier for small businesses to operate and take on staff flexibly, rather than adding heavier compliance mandates on part-time employers.


To help you narrow down how these policies align with your personal situation, let me know:

  • Are you studying in an essential/practicum-heavy sector (like nursing or teaching)?
  • Is your primary goal immediate cost-of-living relief while studying, or long-term debt reduction after you graduate?
Ask anything

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

AI Overviews · No location

I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What are parties proposing about graduate jobs and the rights of people doing part-time work?

AI Overview

Political parties in the 2026 New Zealand general election propose contrasting approaches to graduate employment, student debt, minimum wages, and worker rights:

Graduate Jobs and Student Debt

  • National Party: Pledges a "Back Pocket Boost" for graduates who stay and work in New Zealand by lowering compulsory student loan repayments from 12% to 10% starting 1 April 2027. It also proposes tougher enforcement and default penalties for borrowers who move overseas.

  • Labour Party: Proposes writing off 10% of student loan balances for current and future graduates who stay New Zealand-based for tax purposes (and did not benefit from the fees-free scheme), alongside targeted graduate job guarantees like a Graduate Nurse Job Guarantee.

  • Green Party: Proposes paying students directly for compulsory placements in critical professions (such as nursing, teaching, midwifery, and social work) and guaranteeing employment/training pathways for young people.

  • Te Pāti Māori: Proposes writing off entire student loans for graduates who work in New Zealand for five years, immediately writing off the living-costs portion of all student debt, and introducing a universal student allowance.

Part-Time Work Rights and Wages

  • ACT Party: Proposes freezing the adult minimum wage (currently $23.95/hour) for three years, introducing a lower training wage set at 60% of the minimum wage ($14.37/hour) for workers under 20, allowing protected exit negotiations, and shortening personal grievance lodgement timeframes to three months.

  • NZ First: Proposes increasing the minimum wage by at least the rate of inflation and permanently raising the Working for Families in-work tax credit to $120 per week.

  • Labour and the Greens: Oppose minimum wage freezes and worker pay cuts, supporting measures to raise real wages, restore pay equity initiatives, and strengthen union and collective bargaining rights.

If you'd like, let me know:

  • Your field of study or target profession after graduation
  • Whether you are a domestic or international student

I can share more specific party approaches related to your career path.

Ask anything

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