Evidence · NZ Election 2026 · Edition 8

Every question and original answer

Read the 174 questions and 789 answers recorded on 2 November 2026, with the cited websites and tables behind the findings.

questions
174
answers saved
789
collected
2 November 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, text, collectionSetting, askedFrom, capturedOn, cellCompletedAt, parameters, scanId, textOrigin, timingOrigin

  • 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

  • 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, quoteStart, quoteEnd

  • 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.

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

  • Original party assessments

    all-native-party-associations.csv

    All original party assessments, including subject statements and passing comparisons.

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

  • Assessments excluded from the sentiment bars

    unanchored-subject-assessments.csv

    Original assessments without an exact supporting passage, retained for inspection.

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

  • 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

  • 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

  • Answer review coverage

    report-evidence.csv

    One row per saved answer, with its recorded review coverage and evidence references.

    key, answerId, interpretation, text

  • 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, reviewer, review_scope, fullAnswer, answerSha256, collectionSetting, additionalSources

  • 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, evidenceLinks

  • What the voting-guidance answers did

    behaviour-coding.csv

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

    edition, result_id, draft_id, platform, boundary, conditional, shortlist, elicitation, unconditional, evidence, rationale, reviewer, reviewed_on, review_scope, question_id, region, full_answer, answerId, questionId, assistant, collectionSetting, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, calibration_note

  • What changed for each voter

    case-decisions.csv

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

    case, headline, previous_summary, current_summary, what_changed, what_stayed, previous_excerpts, current_excerpts, previous_answer_id, previous_full_answer, current_answer_id, current_full_answer, question_id, draft_id, reviewer, reviewed_on, review_scope, scope_limit, previous_party_ids, current_party_ids, party_set_changed

  • Answers compared across editions

    pairs.csv

    One row per comparison of the same question, AI assistant and location in Editions 7 and 8.

    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

  • Party counts by edition

    party-count-tables.csv

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

    edition, panel, assistant, entityId, named, eligible, sharePct

  • Party counts by topic

    issue-tables.csv

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

    edition, panel, assistant, issue, entityId, named, eligible, sharePct

  • Location comparisons by edition

    regional-tables.csv

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

    edition, panel, assistant, collectionSetting, entityId, named, eligible, sharePct

  • Websites cited across editions

    source-reach-tables.csv

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

    edition, panel, assistant, domain, answersCiting, eligible, sharePct, publisherType

  • Answer length by assistant

    platform-tables.csv

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

    edition, panel, assistant, answers, anyParliamentaryNamed, allSixParliamentaryNamed, someParliamentaryOmitted, omissionSharePct, allSevenNamed, noTrackedPartyNamed, meanDisplayedPartyCount, partyCounts

  • Changes between repeated answers

    pair-metrics.csv

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

    assistant, pairs, changedDisplayedPartySet, changedTrackedPartySet, changedSharePct, movements

  • Location comparison totals

    location-summary.csv

    Counts for the nationwide and local answers available on each date.

    edition, collectionSetting, pairs, changedDisplayedPartySet, sharePct

  • Location comparisons across editions

    location-pairs.csv

    The nationwide and local answer comparisons recorded on each date.

    edition, questionId, assistant, collectionSetting, nationalAnswerId, localAnswerId, nationalParties, localParties, addedLocally, absentLocally, changedDisplayedPartySet

  • Party-name context checks

    party-identity-decisions.csv

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

    answerId, entityId, counted, rationale, excerpts, review_basis, reviewer, reviewed_on, full_answer, questionId, draftId, assistant, collectionSetting, reviewedOn, answer_sha256

  • Sentiment counts by party

    tone-tables.csv

    Statement assessments by party and assistant, retaining the original sentiment categories.

    edition, panel, assistant, entityId, subjectAssessments, strong_positive, positive, neutral, hedged_mixed, negative, strong_negative

  • 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 long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What do parties propose about supported employment and flexible work for people with health conditions?

For your 2026 New Zealand general election decision, there are two related policy areas worth examining:

  1. Supported employment: whether people with long-term health conditions or disabilities can get help finding work, keeping a job, returning to work, or working reduced hours.
  2. Flexible work and income security: whether employers are supported or required to accommodate medical appointments, fluctuating health, part-time hours, remote work and periods when someone cannot work.

An important distinction is that getting someone into employment is not the same as making employment sustainable. For someone who relies on income support and needs regular medical appointments, benefit rules, eligibility thresholds and the ability to retain financial support while working are also relevant.

What the parties are proposing

The most useful recent comparison is CCS Disability Action's election policy analysis, published 30 October 2026, alongside questions put directly to parties by The D*List in October. These are particularly relevant because they distinguish employment policy from general disability support policy. Election 2026: Political Parties Policy AnalysisParty policies, simplified: Employment

Party-by-party comparison

Party Supported employment and work opportunities Income security and flexibility
National More intensive employment support for 30,000 work-ready jobseekers who have been on a benefit for over a year. No specific new disability employment or flexible-work package identified. Proposes tighter benefit obligations and some benefit reductions for long-term jobseekers.
Labour Wants systemic change to help disabled people transition into open employment. Proposes ending annual benefit renewals for people with verified permanent disabilities. Also proposes stronger legal recognition of reasonable accommodation.
Greens Supports removing workplace barriers and improving employment opportunities for disabled people. Proposes a guaranteed minimum income, higher benefits and disability-related income support regardless of relationship status.
ACT Emphasises workforce participation and individual responsibility. Proposes independent medical certification and reassessment of health and disability benefit recipients.
New Zealand First No detailed disability-specific supported-employment programme identified in the available policy comparison. No substantial disability-specific income-support reform identified.
Te Pāti Māori Supports meaningful employment pathways where desired, with an emphasis on Māori-led approaches and participation. Emphasises self-determination and whānau wellbeing.
The Opportunities Party (TOP) Says it wants to help businesses recruit and retain disabled employees. Proposes a Citizens' Income and Disability Allowance, intended to make it possible to work without unfairly losing income support.

Sources: Election 2026: Political Parties Policy AnalysisParty policies, simplified: EmploymentHow do the different parties fare on disability issues this election?Opportunity Disability Position Statement - October 2026

Some particularly relevant commitments

Labour – reasonable accommodation

Labour proposes amending the Human Rights Act to define reasonable accommodation and recognise denial of reasonable accommodation as discrimination.

This could be relevant to requests such as:

  • Flexible start and finish times.
  • Time off for regular medical appointments.
  • Adjusted workloads or reduced hours.
  • Working from home where the role allows.
  • Changes to duties because of a health condition.

Labour also proposes ending annual benefit renewals for people with verified permanent disabilities. Election 2026: Political Parties Policy Analysis

Greens – income security

The Green proposals include:

  • Higher main benefit levels.
  • A legal right to a guaranteed minimum income.
  • Accessible and timely support for disability-related living and medical costs.
  • Removing relationship-status-related disadvantages in disability support.

These proposals address the financial pressures that can make returning to work or increasing hours difficult. Election 2026: Political Parties Policy AnalysisHow do the different parties fare on disability issues this election?

TOP – working without losing support

TOP's October 2026 disability position statement specifically says it wants people to be able to work without unfair cuts to income support. It also proposes:

  • A Citizens' Income of up to $370 per week.
  • A Disability Allowance.
  • Employer support to recruit and retain disabled workers.
  • Ending rules that allow disabled workers to be paid below the minimum wage.

This is particularly relevant to someone who may only be able to work a limited number of hours. Opportunity Disability Position Statement - October 2026How do the different parties fare on disability issues this election?

ACT – flexible workplaces

ACT told The D*List it wants to remove barriers to employment, encourage flexible workplaces and target support according to individual circumstances. However, it did not provide specific policies explaining how this would work in practice. Party policies, simplified: Employment

Te Pāti Māori – Enabling Good Lives

Te Pāti Māori says it would resource the Enabling Good Lives approach, which aims to give disabled people and their families greater control over decisions and meaningful opportunities to participate in everyday life, including employment. Party policies, simplified: Employment

National – employment strategy

National says it will continue supporting the New Zealand Disability Strategy's employment objectives, including meaningful work and career opportunities. Its proposed employment programme for 30,000 jobseekers is specifically aimed at people assessed as work-ready, rather than being a dedicated programme for people with long-term health conditions. Party policies, simplified: EmploymentElection 2026: Political Parties Policy Analysis

What this means for your circumstances

There are some important differences between the policies that are worth investigating further.

Your concern Policy question to investigate
Regular medical appointments Would employers be encouraged or required to provide flexible appointment time?
Fluctuating health Can you reduce or increase hours without losing your employment support?
Limited capacity to work Can you undertake part-time work while retaining a reliable income?
Long-term condition Would you have to undergo repeated medical assessments?
Workplace adjustments Would reasonable accommodation be legally enforceable?
Financial security Would additional earnings reduce your benefit, and by how much?
Finding and keeping work Would you have access to ongoing employment support, not just help getting hired?

One particularly important issue is the distinction between Supported Living Payment and Jobseeker Support with a health condition. Different rules apply to these payments, including work obligations and how earnings affect entitlements.

I would also investigate whether proposed employment policies cover people who can work only intermittently, rather than assuming they are designed for people who can work regular hours.

Sources worth reading before voting

These are particularly useful disability-focused sources rather than general party campaign summaries:

My suggested questions for assessing the parties

Given your circumstances, I would pay particular attention to four questions:

  1. Can I work 5–15 hours a week without losing essential income support?
  2. Can I attend medical appointments and take time off when my condition worsens without being penalised?
  3. Will I receive ongoing support to stay employed, including workplace adjustments?
  4. Will I have to repeatedly prove that my condition limits my ability to work?

One important qualification: As at 1 November 2026, these are published proposals, not guaranteed outcomes. Some parties have provided detailed commitments, while others have offered broad principles. The D*List also notes that some parties did not provide detailed responses to its employment questions.

The election is scheduled for 7 November 2026, so further policy announcements may still emerge.

I can also help you do a more focused comparison of how National, Labour, the Greens, ACT and TOP would affect someone receiving Supported Living Payment who wants to work part-time while attending regular medical appointments. That would bring the income-support rules and employment policies together, which is arguably the most important practical issue in your situation.

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Gemini · No location

I have a long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What do parties propose about supported employment and flexible work for people with health conditions?

In the 2026 New Zealand general election, political parties offer distinct approaches regarding income support, flexible work, and supported employment for people managing long-term health conditions and disabilities.

The primary policy positions from major parties center around welfare obligations, benefit structures, and the broader employment and healthcare landscape:

1. Welfare Reform and Income Support

  • National and ACT: Focus strongly on work readiness, welfare obligations, and tighter administration. National's approach emphasizes targeted, work-focused support for long-term beneficiaries, alongside stricter accountability measures (such as potential benefit reductions or sanctions for non-compliance, though exemptions typically apply to those medically certified as unable to work). ACT proposes stricter, independent medical certification criteria for health and disability benefits alongside periodic reassessments.
  • Labour: Focuses heavily on reducing living cost barriers for those with health needs. Key policies include the introduction of a "Medicard" (providing three free GP visits annually) and the reinstatement of free prescriptions, which directly targets the cost of managing chronic or long-term health conditions.
  • Green Party and Te Pāti Māori: Advocate for a rights-based framework, arguing that benefit levels should be raised to a livable income. They support removing punitive work-test obligations and sanctions for those with health conditions or disabilities, and reforming partnered means-testing so disabled or chronically ill individuals are not financially penalized based on a partner's income.
  • The Opportunities Party (TOP): Proposes a sweeping structural change through a "Citizen’s Income" model, which would replace traditional benefits with a universal payment alongside specific top-up supports for disabled people and those unable to work, aimed at removing complex abatement traps.

2. Supported Employment and Flexible Work

  • Green Party and Te Pāti Māori: Emphasize shifting the burden away from forcing individuals to adapt to rigid structures. Their policies support targeted pathways into meaningful, supported employment, removing structural and workplace barriers, and ensuring businesses are equipped to support disabled and chronically ill staff. The Greens also support ending sub-minimum wage exemptions that allow certain employers to pay disabled workers below the minimum wage.
  • National and ACT: Focus their employment frameworks primarily on economic participation and incentivizing work-ready pathways, with less emphasis on mandatory workplace accessibility mandates and a stronger focus on moving people off benefits and into active employment.
  • Labour and Progressive Parties: Generally lean into the Enabling Good Lives disability framework, which promotes individual choice, control over funding, and better alignment between social support, health systems, and employment assistance.

Summary for Your Vote

When deciding your vote, consider which philosophy aligns best with your circumstances:

  • Do you prefer parties that emphasize stricter work-readiness requirements and administrative accountability (such as National or ACT)?
  • Or do you lean toward parties focusing on increasing baseline income security, removing work-test penalties, and reducing the cost of ongoing healthcare (such as Labour, the Greens, Te Pāti Māori, or TOP)?

Is there a particular aspect of support—such as healthcare costs, abatement thresholds (how much you can earn before your benefit drops), or workplace flexibility—that weighs most heavily on your decision?

Ask Gemini

Gemini is AI and can make mistakes.

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Google AI Mode · No location

I have a long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What do parties propose about supported employment and flexible work for people with health conditions?

Navigating the intersection of a long-term health condition, income support, and the healthcare system is a key issue in the 2026 New Zealand general election. Political parties approach supported employment, welfare obligations, and income support through differing philosophical lenses (summarised via platforms like Policy.nz and advocacy groups like CCS Disability Action):

Labour Party

  • Income Support & Benefit Review: Proposes ending mandatory annual benefit reviews for people with permanent and verifiable disabilities/health conditions to reduce administrative stress and uncertainty.

  • Disability Services: Intends to repeal and redraft the Disability Support Services (DSS) legislation with direct consultation from disabled people and those with long-term conditions.

  • Healthcare Costs: Proposes initiatives like "Medicard" providing three free GP visits a year and restoring free prescriptions for funded medicines, easing the direct cost of regular medical management.

The Green Party

  • Adequate Income Support: Focuses on providing accessible, timely income support that covers all disability and medical-related living costs regardless of relationship status.

  • Healthcare Accessibility: Proposes expanding public healthcare funding by billions, emphasizing mobile health and mental health clinics to make medical care more accessible for those with mobility or chronic health constraints.

National / ACT / NZ First (Governing/Center-Right alignment)

  • Welfare Reform & Work Expectations: Generally emphasize active work-search obligations, mutual responsibilities, and moving beneficiaries into sustainable work where capacity allows. Policy positions tend to focus on targeted employment assistance, economic incentives for businesses, and cracking down on long-term benefit dependency through structured check-ins and monitoring for jobseekers.

  • Healthcare Delivery: Focus on funding efficiency, reducing administrative burdens on GPs, and expanding pharmacy-led minor health services to improve primary care access.

The Opportunities Party (TOP) & Others

  • Systemic Health Reform: Proposes a 10-year cross-party health plan lifting overall health funding as a percentage of GDP to stabilize and improve chronic health and workforce support.

  • Universal Approaches: Some minor parties advocate for broader structural income adjustments (such as universal basic income concepts or overhauled tax credits) to simplify how supplemental support interacts with part-time or flexible earnings.

To help tailor this information, could you let me know:

  • Are you primarily interested in income security / benefit conditions , or flexible employment protections?
  • Do you want to compare a specific pair of political parties?
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AI Overviews · No location

I have a long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What do parties propose about supported employment and flexible work for people with health conditions?

AI Overview

Political parties contesting the 2026 New Zealand general election take differing approaches to supported employment, workplace flexibility, and income support for individuals managing long-term health conditions and disabilities. Platforms generally diverge between frameworks focused on structural rights, universal income guarantees, and public service leadership versus those emphasizing economic stabilization and targeted employment strategies.

Comparative Overview of Party Positions

Party Supported Employment & Workplace Accessibility Income Support & Appointment Flexibility
National Party Supports the New Zealand Disability Strategy 2026–2030, which aims to deliver actions for meaningful careers and build disability-confident employers. Focuses on the financial stability of disability support systems. Passed the Disability Support Services Act 2026 to codify funding frameworks and formal consultation.
Labour Party Pledges to improve MSD employment support, eliminate minimum wage exemptions for disabled staff, and back specialist services like the Accessibility Tick. Promises to end annual benefit reviews for people with permanent and verified disabilities to reduce administrative burdens. Will review the Human Rights Act to define "reasonable accommodation" and legally treat denial as discrimination.
Green Party Aims to remove workplace structural barriers and establish the public service as a leader in disability-responsive employment. Endorses supported employment pathways and fair pay. Proposes a "Guaranteed Minimum Income" alongside timely income support to meet all medical and living costs, independent of relationship status.
Te Pāti Māori Supports culturally grounded, meaningful employment pathways and aligns disability support with broader economic policies to eliminate underemployment. Advocates for structural welfare reform and income-guarantee style policies. Proposes a Māori-led authority to oversee and integrate disability services with wider health and mental wellbeing programs.
ACT New Zealand Focuses on individual choice, direct funding, and cutting bureaucracy. Proposes a "Golden Handshake" policy to simplify terminating employment relationships by mutual agreement. Stresses tightened medical certification requirements for health-related benefits and emphasizes overall benefit compliance.
The Opportunity Party (TOP) Proposes replacing existing welfare benefits with a universal income of up to $370 a week, paired with an additional $6,000 annual universal disability allowance. Intends to allow individuals to seek or transition into employment without risk of automatically losing their baseline financial support.

Summary of Policy Approaches

  • Supported Employment Programs: Left-leaning and minor parties (Labour, Greens, Te Pāti Māori, and TOP) favor directly intervening in the labor market by funding specialist job-matching pipelines, establishing strict equal-pay or fair-pay standards, or removing rules that allow sub-minimum wage payments. Right-leaning parties (National and ACT) focus on system-wide efficiency, reducing the regulatory footprint on businesses, or deploying the overarching government strategy to build voluntary employer confidence.

  • Flexible Work & Accommodations: Parties like Labour seek to make workplace modifications or flexible arrangements legally enforceable by embedding specific definitions of "reasonable accommodation" into the Human Rights Act. Conversely, ACT’s focus remains on labor market deregulation and individual choices with less focus on legislative accessibility requirements.

  • Support for Medical Appointments & System Navigation: For voters who require regular medical scheduling, policies that eliminate administrative checkpoints—such as Labour's pledge to abolish recurring benefit reviews for verified long-term conditions or the Greens' and TOP's unconditional income models—are intended to offer more predictable financial baselines. ACT seeks closer scrutiny through tighter medical certifications for state support.

For more precise text from each party platform or updates closer to voting day, consider checking Policy.nz or CCS Disability Action's Policy Analysis.

If you would like to explore this further, please share:

  • If you want a breakdown of how each party plans to fund these welfare or employment initiatives.

  • If you want to know more about the recent legislative changes to disability support services.

  • If you want to compare how parties approach wider healthcare access and GP fees.

Ask anything

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