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'm an eligible voter who finds political jargon difficult and hasn't voted before. I want clear explanations without being talked down to. I am considering my vote in the 2026 New Zealand general election. How do parties differ on helping people see a doctor or get hospital treatment? Keep it clear and practical.

How New Zealand parties differ on healthcare in the 2026 election

The biggest difference is how parties think healthcare should become easier to access.

Some want to make it cheaper to see a GP. Others put more emphasis on getting hospital waiting lists down, increasing the number of doctors and nurses, funding more medicines, or changing how healthcare is delivered.

I'll explain the main differences in everyday language, without assuming you know political terminology.

One important distinction: the 2026 election is about more than whether healthcare is publicly funded. It's also about whether you can actually get an appointment, afford the visit, and receive hospital treatment before your condition gets worse.

1. The main parties' approaches

The following is based on published 2026 policies and election positions available as at 2 November 2026. These are proposals, not guaranteed outcomes.

National

MAIN APPROACH: INCREASE CAPACITY AND MEASURE RESULTS

National's approach is largely to continue its current direction.

  • Seeing a GP: Expand access through urgent-care services, after-hours care and online GP appointments. It does not support Labour's proposal for three free GP visits for everyone.
  • Hospital treatment: Use both public hospitals and private hospitals to perform more operations and reduce waiting lists.
  • Doctors and nurses: Increase medical training places, including through the new Waikato medical school.
  • Medicines: Continue adding medicines to the publicly funded list. National reports funding 66 additional medicines, including 33 cancer treatments.

What this could mean for you: National is focusing on getting more treatment delivered using existing and additional capacity, rather than making GP visits universally free.

Labour

MAIN APPROACH: MAKE HEALTHCARE MORE AFFORDABLE

Labour puts particular emphasis on reducing the cost of everyday healthcare.

  • Seeing a GP: Three free GP visits per year for everyone eligible for publicly funded healthcare, using a proposed Medicard.
  • Prescriptions: Remove the $5 prescription charge from July 2027.
  • Hospital treatment: Its Emergency Department Recovery Plan includes more nurses, free GP visits and free prescriptions to reduce pressure on emergency departments.
  • Doctors and nurses: Help doctors buy into local GP practices and guarantee jobs for eligible New Zealand-trained graduate nurses.
  • Other care: Free maternity scans and free cervical screening for eligible people.

Labour proposes paying for its health programme through a targeted capital gains tax on certain property profits.

What this could mean for you: You could save money when visiting your doctor and collecting prescriptions. Labour is also trying to improve the supply of GPs and nurses, so that affordable care is actually available.

Green Party

MAIN APPROACH: MAKE MORE HEALTHCARE FREE AND PUBLICLY FUNDED

The Greens want a more extensive expansion of publicly funded healthcare.

  • Seeing a GP: Work towards free GP visits, rather than limiting free visits to three per year.
  • Dental care: Expand publicly funded dental care to adults, not just children and teenagers.
  • Hospital treatment: Increase investment in public healthcare and oppose relying more heavily on private hospitals to reduce waiting lists.
  • Doctors and nurses: Improve staffing, pay and working conditions, including in community and rural healthcare.
  • Other care: More investment in mental health, prevention and accessible healthcare for disabled people.

The Greens propose using a wealth tax to help fund their expanded healthcare programme.

What this could mean for you: You could face fewer costs when accessing healthcare, including dental care. The main question is whether the proposed additional funding and workforce would be enough to deliver the expanded services.

ACT

MAIN APPROACH: MORE CHOICE, COMPETITION AND PRIVATE-SECTOR INVOLVEMENT

ACT has a different view of how healthcare should be organised.

  • Seeing a GP: Rather than promising free GP visits for everyone, ACT wants pharmacies and other qualified health professionals to provide more services.
  • Hospital treatment: Make greater use of private hospitals and other providers to reduce waiting lists.
  • Doctors and nurses: Allow health professionals to take on more responsibilities within their training and qualifications.
  • Medicines: Gradually increase the medicines budget, with a longer-term ambition to bring New Zealand closer to Australia's level of medicines funding.
  • Cancer treatment: Propose comprehensive cancer centres in Auckland and Christchurch.

ACT also supports a system with more individual choice about healthcare provision and funding.

What this could mean for you: You may have more options about where you receive treatment. However, ACT's approach places less emphasis on making all GP visits free and more on alternative providers and private-sector capacity.

New Zealand First

MAIN APPROACH: REDUCE WAITING LISTS AND EXPAND MEDICINE ACCESS

NZ First has put forward some substantial proposals aimed at people waiting for treatment.

  • Seeing a GP: Make it easier for GPs to work with fewer administrative restrictions. It has not made universal free GP visits a clear 2026 commitment.
  • Hospital treatment: Propose a $925 million annual Waitlist Reduction Fund. GPs would be able to use this money to arrange approved specialist appointments and operations for patients on waiting lists.
  • Doctors: Aim to recruit around 2,000 additional doctors, including from overseas.
  • Medicines: Propose an additional $1.3 billion for medicines and replacing Pharmac with a new medicines agency.
  • Rural healthcare: Support nurse practitioner-led digital health clinics in areas where it is difficult to recruit doctors.

What this could mean for you: If you are waiting for a specialist appointment or operation, NZ First's proposed funding mechanism is particularly relevant. Its approach also places significant emphasis on recruiting doctors and expanding medicine access.

Te Pāti Māori

MAIN APPROACH: MĀORI-LED HEALTHCARE AND REDUCING HEALTH INEQUALITY

Te Pāti Māori wants Māori communities to have greater control over how healthcare is designed and delivered.

  • Seeing a GP: Supports more affordable, accessible primary healthcare, including free care for lower-income whānau.
  • Hospital treatment: Emphasises better access and outcomes for Māori, including through services designed around communities and whānau.
  • Doctors and nurses: Supports strengthening Māori-led healthcare services and improving Māori participation in the health workforce.
  • Health system structure: Wants to restore and strengthen Te Aka Whai Ora, the Māori Health Authority, which was abolished by the current government.
  • Prevention: Greater emphasis on preventing illness and addressing issues such as housing, food security and poverty that affect health.

What this could mean for you: Its policies are particularly focused on improving healthcare access and outcomes for Māori. The party sees Māori leadership and decision-making as important to achieving that.

Opportunity Party

MAIN APPROACH: LONG-TERM PLANNING AND MORE INVESTMENT IN PRIMARY CARE

Opportunity proposes a longer-term approach to healthcare rather than major changes every three years.

  • Seeing a GP: Increase investment in primary and community healthcare.
  • Hospital treatment: Support a 10-year cross-party health plan, intended to give hospitals and healthcare services more predictable funding.
  • Doctors and nurses: Plan medical training and workforce requirements over a longer period.
  • Funding: Gradually increase public health spending towards 9% of New Zealand's GDP (the total value of goods and services produced in the country).

Opportunity also proposes free primary healthcare, dental care and mental health services for people under 30 through its Teal Card.

What this could mean for you: Its main focus is a more stable, long-term health system, with particular attention to prevention and community care.

2. Comparing the parties at a glance

This table highlights the differences that might matter most in everyday life.

Party GP costs Hospital waiting lists Main priority
National No universal free GP promise More public and private capacity More treatment delivered
Labour 3 free visits yearly ED recovery and more staff Affordable access
Greens Free GP care Strengthen public services Free, publicly funded care
ACT No universal free GP promise More private providers Choice and efficiency
NZ First No clear universal free GP promise $925m annual fund Reduce waiting lists
Te Pāti Māori More affordable care Māori-led services and equity Māori health outcomes
Opportunity Free primary care for under-30s Long-term health planning Stable funding

Sources: New Zealand Medical Journal's October 2026 election analysis, party policy announcements and WhichParty's comparison. Election 2026 and health: promises, priorities and deliveryHealth Policy: Where NZ Parties Stand in 2026Labour's 2026 Election Policies

3. What should you look for when judging their promises?

Political parties can make similar-sounding promises that actually mean quite different things.

Here are five practical questions worth considering.

  1. Will I be able to afford a GP appointment?

Look at whether a party promises free visits, cheaper visits or simply more appointments.

Remember that three free appointments a year is different from unlimited free appointments.

  1. Will I get hospital treatment sooner?

Look for specific plans to reduce the time people wait for:

  • Their first specialist appointment.
  • Operations such as hip or knee replacements.
  • Cancer diagnosis and treatment.
  • Other planned hospital procedures.
  1. Will there be enough doctors and nurses?

This is extremely important. A government can promise free appointments, but that doesn't automatically mean there will be enough doctors available to see everyone.

  1. Will I have access to the medicines I need?

Pharmac decides which medicines receive government subsidies. A medicine being subsidised can make a significant difference to what you pay.

Look at which parties are promising additional medicine funding and how they intend to provide it.

  1. How will they pay for their promises?

Some parties propose higher taxes to fund more healthcare. Others want to make existing funding go further or involve private providers.

It's reasonable to ask whether their plans are properly funded and whether they have enough healthcare workers to deliver them.

4. What counts as a good result?

There are already national health targets that provide useful benchmarks for judging whichever party forms the next government.

As of November 2026, the government's targets include:

Healthcare access targets

GP appointments

80%+

More than 80% of people should be able to get a general practice appointment within one week.

First specialist assessment

95%

95% of people should wait less than four months.

Planned hospital treatment

95%

95% of people should wait less than four months for elective treatment (planned operations and procedures).

Emergency departments

95%

95% of patients should be admitted, discharged or transferred within six hours.

Source: Ministry of Health, Health Targets, updated July 2026. Health targets Ngā ūnga hauora

These are targets, not guarantees that every individual will receive treatment within those times.

5. How to think about your vote

You don't need to agree with a party on every issue. You can start by identifying which healthcare problems matter most to you.

For example:

  • If the cost of visiting a doctor is your biggest concern, compare Labour and the Greens particularly closely.
  • If you are most concerned about hospital waiting lists, compare National, ACT and NZ First.
  • If you want more healthcare delivered through the public system, look particularly at Labour, the Greens and Te Pāti Māori.
  • If you favour greater private-sector involvement and more provider choice, look at National and ACT.
  • If long-term stability and planning are important, look at Opportunity.

One final point: the New Zealand Medical Journal makes an important observation in its election analysis. More funding, more free services and more hospital buildings don't necessarily translate into better healthcare unless there are enough qualified people to deliver that care. Election 2026 and health: promises, priorities and delivery

6. Where to investigate further

These are useful independent and official resources:

My suggestion: Rather than trying to decide which party is best overall, start with one question:

If you needed to see a GP next week, or needed an operation in a few months, what would you most want the government to do differently?

I can also help you compare Labour, National, Greens, ACT, NZ First and Te Pāti Māori in more depth, focusing specifically on what their healthcare policies would mean for an ordinary person trying to get treatment.


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Gemini · No location

I'm an eligible voter who finds political jargon difficult and hasn't voted before. I want clear explanations without being talked down to. I am considering my vote in the 2026 New Zealand general election. How do parties differ on helping people see a doctor or get hospital treatment? Keep it clear and practical.

Navigating the health system for the first time can feel overwhelming, especially with all the political terms thrown around. In simple terms, political parties generally agree that seeing a doctor and getting hospital treatment need improvement, but they differ sharply on how to fix the costs, workforce shortages, and waiting lists.

Here is a clear, practical breakdown of how the major parties approach primary care (doctors) and hospital treatment for the 2026 general election:


1. National (and the current Government approach)

  • The Focus: Continuity, meeting specific time targets, and building hospital capacity.
  • Seeing a Doctor: Focuses on strengthening the general practice (GP) workforce through targeted funding and incentives, introducing health coaches into clinics to help manage chronic conditions, and expanding primary care access targets.
  • Hospital Treatment: Emphasizes strict health targets—such as aiming for 95% of patients to wait less than four months for elective surgeries and handling emergency department wait times more efficiently. They also lean on partnerships with private providers to clear backlogs and focus heavily on expanding Pharmac's budget for life-saving medicines.

2. Labour Party

  • The Focus: Direct financial relief and lowering the cost barriers to visiting a doctor.
  • Seeing a Doctor: Features a headline policy introducing a "Medicard" providing three free GP consultations each year for everyone entitled to publicly funded healthcare. They also propose a "Family Doctor Loan Scheme" to help doctors buy into practice ownership and increase capacity.
  • Hospital Treatment: Proposes an immediate review of hospital wait times and bed shortages, alongside expanding care outside of hospitals (such as more extended-care paramedics and early-discharge teams) to free up hospital beds.

3. ACT Party

  • The Focus: Direct funding injections for frontline medical professionals and expanding private sector options to ease public pressure.
  • Seeing a Doctor: Proposes a multi-million dollar annual funding boost directly to GPs, rewarding clinics that offer extra hours and incentivizing doctors who want to see more patients.
  • Hospital Treatment: Strongly supports utilizing private healthcare infrastructure to take the pressure off public hospitals, alongside boosting medicine budgets to align with international benchmarks like Australia.

4. Green Party

  • The Focus: A massive shift toward a fully publicly owned, free system and a heavy emphasis on prevention.
  • Seeing a Doctor: Aims to eventually transition all private primary care, GP clinics, and dental care into fully funded, free public services.
  • Hospital Treatment: Focuses on eliminating therapy and treatment waiting lists by heavily investing in training and employing more health workers, offering fair wages, and clearing hospital building repair backlogs.

5. New Zealand First

  • The Focus: Metabolic health, practical trials, regional equity, and cutting administrative red tape for clinicians.
  • Seeing a Doctor: Focuses on reducing the administrative burdens on GPs, bringing in health coaches, and ensuring local clinics are supported so patients can access care without bureaucratic delays.
  • Hospital Treatment: Emphasizes independent reviews of health guidelines, long-term planning for waiting lists, and ensuring funding matches actual community needs.

6. Te Pāti Māori

  • The Focus: Whānau-centred care, equity, and devolving power and funding to Māori-led health solutions.
  • Seeing a Doctor: Advocates for free dental and primary healthcare for all whānau, heavily investing in Marae-based clinics and mobile health units.
  • Hospital Treatment: Proposes rebuilding a dedicated Māori-led health authority and transferring a significant portion of health and ACC funding to independent Māori-led systems to ensure services are culturally safe and directly accessible.

What this means for your vote:

  • If you want cheaper or free GP visits upfront, parties like Labour place that at the center of their pitch.
  • If you want focus on hitting strict hospital wait-time targets and utilizing private capacity, parties like National emphasize that approach.
  • If you prefer major funding boosts directly to clinics and doctors, parties like ACT focus heavily on that model.
  • If you want a move toward entirely free, state-run health and dental care, the Greens advocate for that structural shift.

Is there a specific part of the health system—like the cost of seeing a GP versus hospital wait times—that matters most to you when making your decision?

Ask Gemini

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Google AI Mode · No location

I'm an eligible voter who finds political jargon difficult and hasn't voted before. I want clear explanations without being talked down to. I am considering my vote in the 2026 New Zealand general election. How do parties differ on helping people see a doctor or get hospital treatment? Keep it clear and practical.

It is completely normal to find political jargon confusing, especially when you are looking at how different parties want to manage the health system. In New Zealand, political parties generally split into two main approaches when it comes to helping people see a family doctor (GP) or get hospital treatment.

According to policy outlines compiled on comparison platforms like Policy.nz, here is how the two broad approaches differ in practical terms:

1. Parties on the Left (e.g., Labour)

  • Focus: Direct financial relief for patients and government-led price setting.

  • Seeing a Doctor: Proposes making primary care more affordable or free by subsidizing visits. For example, the Labour Party proposes a "Medicard" system to give every New Zealander three free GP visits a year, funded through targeted taxes like a capital gains tax on certain investment properties. They also propose an Independent Pricing Authority to set a national, realistic funding rate for medical clinics so they don't have to keep raising patient fees.

  • Hospital & Specialist Care: Emphasizes direct public funding, building workforce numbers (such as nurse graduate job guarantees), and keeping services fully inside the public system.

2. Parties in Government / on the Right (e.g., National and governing partners)

  • Focus: Efficiency, setting strict public wait-time targets, and expanding the roles of existing health professionals.

  • Seeing a Doctor: Focuses on making existing health money stretch further. Rather than universal free visits, their strategies involve expanding what local pharmacists and physician associates can do so you can get minor care or prescriptions faster without always needing a traditional GP appointment. They also focus on primary care targets, such as tracking how quickly people can access a general practice within a week.

  • Hospital & Specialist Care: Relies heavily on measurable "health targets" (monitored by Health New Zealand / Te Whatu Ora)—such as aiming for 95% of patients waiting under four months for specialist assessments or elective surgeries, and reducing emergency department wait times. They also focus on adding more subsidized medicines through Pharmac and building regional training capacity (like the Waikato medical school) to fix staff shortages long-term.

Summary of the Practical Difference

  • If you lean toward parties on the left , you are voting for policies that aim to directly lower the cost at the clinic door (making visits free or cheaper using government funds/new taxes).

  • If you lean toward parties in government/on the right , you are voting for policies that focus on managing the current budget tighter, setting strict time goals for hospitals, and using other medical professionals like pharmacists to ease the load.

To explore individual party manifestos in detail, you can check out Policy.nz or the official Health New Zealand targets page. Policies for Party vote - NZ Election 2026 - Policy.nzHealth targets

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