Evidence · NZ Election 2026 · Edition 7

Every question and original answer

Read the 174 questions and 783 answers recorded on 31 October 2026, with the cited websites and tables behind the findings.

questions
174
answers saved
783
collected
31 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, listing its cited websites, visible links and whether source information was available.

    answerId, capture, domains, urls, literalUrls, origin

  • Answers compared across editions

    pairs.csv

    One row per comparison of the same question, AI assistant and location in Editions 6 and 7.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Checks across editions

    edition-checks.csv

    The selected checks and whether their statements appeared in each edition.

    checkId, claim, assistant, earlierAnswerId, answerId, earlierQuote, quote, trajectory, assessment, evidence

  • 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, rationale, review_provenance, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction

  • 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, previousCheckId, earlierAnswerId, earlierAssertion, trajectory, propositionFamily

  • 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, value, denominator, statement, summary, evidence, caveat

  • What changed for each voter

    case-decisions.csv

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

    case, assessment, quote, earlier_quote, draft_id, scenario, result_id, earlier_result_id, current_review_provenance, earlier_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, common_6_7, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Party counts by topic

    issue-tables.csv

    One row per topic and edition, counting all saved answers in that edition.

    issue, edition, answers, median_words, party_counts

  • 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

  • Changes between repeated answers

    pair-metrics.csv

    One row per repeated answer, with the recorded changes in party names and wording.

    earlier_edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, earlier_result_id, result_id, same_text, same_party_set, added, removed, same_displayed_party_set

  • Statements and sentiment assessments

    claims.csv

    Saved sentiment assessments of statements about parties, with answer references and quotations from the original answers where available.

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

  • 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

  • Party-name context checks

    party-identity-decisions.csv

    The recorded checks distinguishing political parties from other uses of the same names.

    id, party, contexts, entityId, counted, reason, scope

  • Websites cited across editions

    source-reach-tables.csv

    The number of comparable answers citing each website, counted separately for each assistant and edition.

    edition, scope, assistant, domain, answers, totalAnswers

  • 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?

2026 New Zealand election: graduate jobs and part-time worker rights

The issues you're raising are important because they overlap: getting a job after graduating, earning enough while studying, and having fair treatment when you work part-time.

For someone renting a room, studying at tertiary level, working part-time and repaying a student loan, I'd look at three areas of party policy:

  1. Graduate employment: Will there be jobs available when you finish your qualification?
  2. Part-time employment rights: What protection will you have over pay, hours, leave, job security and workplace treatment?
  3. Student financial pressure: Will you be able to study without having to work so many hours that your education suffers?

Below is a comparison of the main parties' announced positions as at 31 October 2026. These are campaign commitments, not necessarily enacted policies. The distinction between an announced policy and an existing legal right is important.

1. What the parties are proposing

Labour

Graduate employment and worker protections

Labour has announced several policies relevant to your situation.

  • Graduate Nurse Job Guarantee: Eligible New Zealand-trained graduate nurses would be offered a job in the health system. The policy covers registered and enrolled nurses, with roles of at least 0.8 full-time equivalent. Job offers would be made on graduation from 2027.
  • Fair Pay Agreements: Labour proposes introducing legislation in its first 100 days to allow industry-wide minimum pay and conditions to be negotiated.
  • Fairer workplaces: Its October 2026 announcements include making collective agreements the default, restoring certain leave entitlements and banning most non-compete clauses.
  • Student loans: Labour proposes a 10% student loan reduction for eligible graduates already making repayments. Current and future students would qualify after remaining in New Zealand for three years following their studies. Labour's 2026 Election PoliciesGraduate Nurse Job GuaranteeKnow Your Vote

Why it matters: The graduate nurse guarantee is quite specific, but it is not a guarantee of employment for graduates in every subject. Fair Pay Agreements could also matter if you work in an industry with relatively low pay.

National

Take-home pay and graduate retention

National's announced Back Pocket Boost for Graduates includes:

  • Reducing compulsory student loan repayments for domestic borrowers from 12% to 10%, starting 1 April 2027.
  • Tougher measures to recover student loan debt from borrowers who move overseas.
  • Encouraging graduates to stay in New Zealand and develop their careers.

National says the repayment reduction would leave an early-career worker earning $75,000 with approximately $39 extra per fortnight. Back Pocket Boost for Graduates

National has also campaigned on reducing compliance costs for businesses, including costs associated with hiring employees.

Why it matters: The student loan change could increase your take-home pay once you earn above the repayment threshold. However, it does not directly create a graduate job or increase the hourly wage of a part-time worker.

Green Party

Student support and workplace rights

The Greens have announced policies that address both the financial pressures of training and employment conditions.

Why it matters: The paid-placement policy is particularly relevant if your qualification requires unpaid practical experience. The proposed minimum wage and contract protections could also affect your part-time work.

ACT

ACT's employment approach emphasises business flexibility and reducing employment regulation.

Its stated positions include:

Why it matters: This approach prioritises flexibility for employers. The question to consider is how much flexibility you want your employer to have compared with the security and collective bargaining protections available to you.

New Zealand First

New Zealand First has emphasised employment opportunities for New Zealanders and changes to immigration and student work arrangements.

Its announced immigration policies include removing automatic work rights for international students and requiring them to meet additional conditions before working.

It has also expressed support for lifting the minimum wage annually over the next three years, according to its published policy positions. NZ First Announces Immigration Reform PoliciesParty policies, simplified: Employment

Why it matters: Its immigration policies are particularly relevant to international students. If you are a domestic student, the more relevant questions are its minimum-wage position and broader employment policies.

Te Pāti Māori

Te Pāti Māori's employment approach includes:

  • Supporting a higher minimum wage, with a commitment to move towards the Living Wage.
  • Restoring pay equity protections.
  • Supporting Māori-led employment, training and economic development.
  • Addressing inequalities in access to secure and fairly paid work. Party policies, simplified: EmploymentElection 2026

Why it matters: Its approach is relevant to questions about low-paid work, wage inequality and access to training. Its proposals should be distinguished from specific guarantees of graduate employment.

The Opportunities Party (TOP)

TOP has a range of economic, education and tax proposals, but the available 2026 workforce policy tracker records no specific workforce policy released in its comparison. It would therefore be misleading to attribute a particular graduate-job or part-time-worker commitment to TOP without a published policy. Election 2026Election policy tracker: what the parties are promising

2. Comparing the policies that could affect your part-time job

Here are the main differences in approach.

Issue Parties' approaches
Minimum wage Greens propose $25 an hour; Te Pāti Māori supports moving towards the Living Wage; NZ First supports annual increases.
Industry-wide pay agreements Labour proposes restoring Fair Pay Agreements; ACT opposes them.
Zero-hours contracts Greens propose banning them; Labour's proposed workplace reforms include broader protections.
Trial periods ACT supports 90-day trials; worker-protection proposals from other parties include abolishing them.
Collective bargaining Labour and Greens support stronger collective worker representation.
Student financial support Greens propose $380 weekly payments during eligible compulsory placements; Labour and National propose student loan repayment reductions.

The NZ Council of Trade Unions has published a 2026 election scorecard examining these issues. It notes that National and ACT declined to answer its industrial-policy questionnaire, so some of their positions are drawn from public statements and legislative history instead. Policy scorecards for working people NZCTUCompare NZ Political Parties Side by SideGood Jobs For All of UsBack Pocket Boost for Graduates

3. What rights do you already have as a part-time worker?

This is important because you don't need to wait for the election to have basic workplace protections.

Under New Zealand employment law, part-time employees generally have the same minimum employment rights as full-time employees.

According to Employment New Zealand:

  • Written employment agreement: Your employer must provide one.
  • Minimum wage: You must be paid at least the applicable minimum wage for your work.
  • Breaks: You are entitled to legally required paid rest breaks and unpaid meal breaks.
  • Annual holidays: Four weeks of annual holidays after 12 months of continuous employment.
  • Sick leave: Eligible employees receive 10 days per year after meeting the six-month qualifying conditions.
  • Public holidays: You are entitled to the relevant public holiday protections, including time-and-a-half if you work on a public holiday and an alternative holiday when applicable.
  • Protection from discrimination: Your employer cannot discriminate against you because of protected characteristics or unlawfully disadvantage you for exercising employment rights.

Importantly, being a student or working fewer hours does not remove these protections. Employee rights and responsibilitiesUnderstanding types of workersTaking sick leave

One issue particularly relevant to students is guaranteed working hours.

Zero-hours contracts are illegal. If your employer requires you to be available for additional work beyond your guaranteed hours, an availability clause must meet legal requirements, including a genuine reason based on reasonable grounds and reasonable compensation.

This is worth checking if your employer regularly changes your shifts or expects you to remain available when you have classes or assignments.

You can find the official information at Employment New Zealand – Employee rights and responsibilities.

4. Which policy areas should you pay closest attention to?

Rather than choosing a party based on one promise, it may help to separate the problems you are experiencing.

Your concern Policies to investigate
Working too many hours to afford rent Student allowances, placement payments and income support
Not enough time for study Predictable rosters, guaranteed hours and availability rules
Low hourly pay Minimum wage and Living Wage proposals
Uncertainty after graduation Graduate job guarantees, apprenticeships and public-sector recruitment
Student loan deductions Repayment rates and student debt reduction
Unfair treatment at work Trial periods, personal grievances and union rights

One distinction is particularly important: reducing your student loan repayment rate can increase your take-home pay, but it doesn't necessarily reduce the amount of work you need to do to afford rent and living expenses.

Likewise, a graduate employment programme in nursing won't necessarily help someone graduating in business, IT, engineering or the arts.

5. Where to investigate before voting

These are useful independent and official resources:

My suggested questions to take into your voting research

Given the pressures of combining study, rent, student debt and paid employment, I'd investigate these five questions:

  1. Which parties would make it easier to balance paid work with tertiary study?
  2. Which parties would give part-time workers more predictable hours and protection from unfair rostering?
  3. Which parties have practical plans to help graduates find jobs in their chosen professions?
  4. Which parties would improve the financial position of students who rent and use student loans?
  5. Which parties would strengthen minimum pay, leave entitlements and workplace protections?

These questions allow you to assess the policies rather than simply relying on campaign slogans.

I can also prepare a more detailed side-by-side comparison of Labour, National, Greens, ACT, NZ First, Te Pāti Māori and TOP, focused specifically on the interests of a tertiary student who rents, works part-time and has a student loan.

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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 tertiary study, part-time work, and living costs while dealing with student debt is a major balancing act. In the 2026 New Zealand general election, political parties have put forward distinct visions that directly affect students, recent graduates, and part-time workers.

The primary policy proposals from major and prominent parties regarding graduate jobs and part-time/student working rights encompass several key areas:


1. Graduate Jobs and Career Pathways

Parties approach the transition from studying to entering the workforce through different lenses of job creation, public sector guarantees, and student loan adjustments:

  • Labour:
    • Student Loans & Retention: Proposes lowering student loan repayment rates for graduates living in New Zealand, alongside a policy cutting eligible student loan balances by 10% for those who finish their study and stay in New Zealand for three years.
    • Targeted Graduate Employment: Proposes specific sector guarantees, such as ensuring that every eligible New Zealand-trained graduate nurse is offered a job within the public health system.
  • Green Party:
    • Job Guarantee & Youth Pathways: Proposes guaranteeing every 16–24-year-old out of work for six months a pathway into education, training, or a new job via pilot programs.
    • Public Sector & Economic Planning: Focuses on creating hundreds of thousands of climate-friendly and sustainable jobs through a state-backed economic development plan, alongside standardising career progression and training across the public sector.
  • National / ACT (Centre-Right Coalition Perspective):
    • Focus heavily on broader economic growth, business confidence, and cutting red tape to stimulate private-sector hiring rather than direct state job guarantees. Their approach relies on making it easier for businesses to take on staff and grow, which they argue naturally creates more entry-level professional roles.

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

Because part-time workers and students are often on lower wages or casual agreements, industrial relations policies heavily impact this group:

  • Labour & The Greens (Centre-Left):
    • Wages: Support ensuring that minimum wages keep pace with inflation, with the Greens pushing a longer-term plan to match the minimum wage to the living wage.
    • Collective Bargaining & Union Access: Propose strengthening worker bargaining power, including introducing default (opt-out) union membership for employees when starting a new job to make workplace representation more accessible.
    • Employment Protections: Favour rolling back recent restrictions on personal grievances and retaining stricter tests to distinguish employees from independent contractors, preventing workers from being forced into precarious "sham contracting."
  • National & ACT (Centre-Right):
    • Minimum Wage & Training Wages: National has proposed freezing the adult minimum wage for a period and introducing a training wage for younger workers during their first 12 months of employment to encourage businesses to take on inexperienced staff.
    • Flexibility & Dispute Resolution: Favour policies that reduce costs and friction for small businesses hiring part-time or seasonal staff, streamlining the employment dispute resolution process, and maintaining flexible frameworks that business advocates argue encourage entrepreneurship and flexible hours.

Summary Checklist for Your Situation

  • If your primary concern is student debt and retention incentives: Look closely at Labour's proposals around student loan repayment reductions and balance cuts.
  • If your primary concern is hourly pay and workplace protections in your part-time job: Centre-left parties (Labour, Greens) focus on raising wages and easing union access, whereas centre-right parties (National, ACT) focus on business-side flexibility and entry-level training wages.

Are there specific industries or career paths you are hoping to enter after graduation that you'd like to compare party policies on?

Ask Gemini

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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?

Balancing the pressures of studying, renting, and working part-time is a tough juggle, and political parties have outlined various approaches to student finances, living costs, and employment as part of the 2026 general election cycle.

Here is an overview of what key parties are proposing that directly relates to your situation regarding student debt, support, and part-time work:

Student Loans & Debt Relief

  • National: Proposes reducing the student loan repayment rate for domestic borrowers down to 10% (from the current 12% on income over the threshold) starting April 2027. They have also proposed tighter enforcement and rules for overseas-based student loan borrowers.

  • Labour: Proposes writing off 10% of student loan balances for current and future graduates who remain New Zealand-based for tax purposes (provided they did not benefit from the fees-free scheme).

  • Green Party: Advocates for moving toward universal student allowances and making tertiary education completely fees-free, alongside supporting students in compulsory professional placements (like nursing or teaching) with dedicated financial support.

Living Costs & Public Support

  • Green Party: Proposes making public transport fare-free for all students and Community Services Card holders, and implementing a wider package for student allowances to reduce the necessity of heavy part-time work while studying.

  • Labour: Focuses on easing general cost-of-living pressures through policies like three free doctor visits, capping public transport fares ($20 transit cap), and increasing competition in the supermarket sector to lower grocery bills.

  • National / ACT: Generally focus on broader economic management, small-business compliance reduction to encourage hiring, and controlling inflation rather than expanding direct student welfare benefits. ACT has proposed measures like freezing the minimum wage temporarily to support small business margins, which impacts part-time hourly pay rates.

Graduate Jobs & Youth Employment

  • Green Party: Proposes a specific "Jobs for Young People" pilot programme targeted at 16- to 24-year-olds out of work for six months, partnering with local councils to create employment pathways. They also emphasize boosting R&D and science funding to create a stronger local innovation economy for future graduates.

  • National & Labour: Approach graduate and general employment through economic growth strategies, infrastructure investments, and business incentives rather than direct youth job schemes, with National focusing heavily on small-business support to stimulate private-sector hiring.

You can review a full breakdown of specific party commitments on the The Conversation Election Policy Tracker or check the official Elections NZ website for voting logistics and key deadlines leading up to the election.

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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

For the 2026 New Zealand general election , political parties are addressing graduate pathways and the rights of part-time or flexible workers through significantly differing approaches to workplace law, debt relief, and targeted job guarantees.

Here is how the major parties' proposals line up on the specific issues affecting you as a student worker:

💼 Graduate Jobs & Financial Relief

Parties are focusing on economic incentives, targeted job placement, and substantial student loan adjustments to help recent graduates secure employment.

  • Labour: Is proposing targeted employment pipelines, including a

Graduate Nurse Job Guarantee

. To alleviate financial strain, they plan a 10% write-off on student loan balances for graduates who stay in New Zealand for tax purposes.

  • Green Party: Focuses on structural youth transitions through a

Jobs for Young People

pilot program. This guarantees a job, education, or training pathway for young adults (16–24) who face prolonged unemployment, utilizing partnerships with local councils and non-profits.

: Aims to keep graduates in the country by offering a full student loan write-off for individuals who live and work in Aotearoa for at least five years.

  • **National & **

ACT

: Focus on broad economic growth and private-sector job creation rather than state-backed graduate job guarantees. On student debt, National is proposing to fund stricter enforcement and harsher penalties for overseas-based student loan holders to incentivize compliance. policy.nz


🛡️ Rights & Conditions for Part-Time Workers

For students trying to balance irregular shifts with study schedules, the parties diverge sharply on how much legislative power and protection workers should hold.

Policy Area Left-of-Center (Labour, Greens, Te Pāti Māori) Right-of-Center (National, ACT, NZ First)
Trial Periods Abolish 90-day trials completely to give part-time and casual employees full job security from day one. Retain 90-day trials to allow businesses flexibility when hiring staff without structural risks.
Minimum Wage Guaranteed annual increases. Labour supports keeping pace with inflation, while Te Pāti Māori proposes an immediate raise to $25/hour and the total elimination of youth/starting-out wages. Wage restraints. ACT has proposed a three-year freeze on the minimum wage to lower compliance costs for small businesses.
Bargaining Power Reintroduce Fair Pay Agreements (FPAs) to establish minimum industry-wide standards for wages and hours. The Greens support default union membership (opt-out). Oppose Fair Pay Agreements and sector-wide collective mandates, favoring flexible, individual workplace agreements between workers and employers.
Contractor Protections End contractor mislabelling to ensure delivery, gig-economy, and casual workers receive full legal benefits (like holiday pay). Maintain existing contractor frameworks to protect business autonomy and gig-economy flexibility.

🚌 Cost-of-Living Support for Student Workers

Because managing working hours around study is difficult, direct financial pressure points are also on the ballot:

  • Transport Caps: Labour is promising a $20 weekly public transport fare cap in Auckland, Wellington, and Christchurch, and a $10 cap everywhere else , easing commuting costs for students traveling between campus and work.

  • Tax Relief:

Te Pāti Māori

wants to make the first $30,000 earned tax-free, and

The Opportunities Party

(TOP) proposes making the first $10,000 tax-free, which would immediately increase the take-home pay of a part-time student income. policy.nzPolicies for Party vote - NZ Election 2026 - Policy.nz

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

  • What field of study you are in (to see if specific graduate pipelines apply to you)?

  • Whether you want more details on renter/tenancy protections proposed by the parties?

I can tailor the policy breakdown exactly to your situation.

Ask anything

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