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.

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. How do parties compare on affordable GP care, specialist access and medicines for people with long-term conditions?

For voters managing long-term health conditions who rely heavily on income support, primary care, regular specialist appointments, and consistent access to pharmaceuticals, the major political parties offer distinct approaches in the 2026 general election.

The primary differences center on whether parties favor universal, government-funded cost-reduction models (the left/opposition block) or a focus on capacity-building, targeted subsidies, efficiency targets, and private sector integration (the current government and center-right parties).


1. Affordable GP Care

Access to affordable primary care is a major dividing line, as cost is often a primary barrier to managing chronic illnesses proactively.

  • Labour Party: Proposes a flagship "Medicard" scheme providing every person entitled to publicly funded healthcare with three free general practitioner (GP) consultations each year. This would be funded through a capital gains tax on specified property. To address capacity, they also propose a Family Doctor Loan Scheme to support practice ownership.
  • Green Party: Proposes moving toward unlimited free GP visits for everyone, funded via a wealth tax, alongside community care clinics prioritized in highest-need areas.
  • Te Pāti Māori: Supports free primary care for all whānau earning under $60,000, alongside a Māori Health Card linking funding directly to patients.
  • The Opportunity Party (TOP): Focuses on age-banded support, proposing free primary healthcare for under-30s via a "Teal Card," alongside a cross-party 10-year health plan.
  • National, ACT, and NZ First: Generally oppose universal free GP schemes, arguing they are untargeted ("free visits for millionaires") and place unmanageable strain on workforce capacity. Instead, the current government has focused on direct funding injections for primary care capacity, workforce expansion, and administrative streamlining. ACT favors structural shifts like health savings accounts rather than universal subsidies.

2. Medicines and Pharmac Funding

Managing a long-term condition often means relying on a regular regime of prescription drugs, making Pharmac's budget and prescription co-payments critical.

  • Labour Party: Promises to restore universally free prescriptions (reversing charges).
  • ACT Party: Proposes closing the medicines funding gap with Australia and increasing the percentage of the health budget spent on medicines by 1% every year until reaching a target (such as 12% by 2033), alongside expanding the role of pharmacists and secure 24-hour prescription lockers.
  • Green Party: Supports sustained, substantial increases to Pharmac’s funding to ensure faster access to modern drugs.
  • National and NZ First: Current government policy emphasizes increasing funding to Pharmac's budget incrementally to add more modern medicines to the funded list, coupled with regulatory changes to streamline approvals. NZ First centers much of its health platform on waitlist reduction and targeted funding based strictly on clinical need.

3. Specialist Access and Waitlists

Long wait times for specialist assessments, diagnostics, and elective procedures are a significant pressure point for people with chronic or degenerative conditions.

  • Current Government / National & NZ First: Focuses heavily on utilizing public-private partnerships and outsourcing options (such as offering private hospitals multi-year contracts) to clear backlog and waitlists ("Elective Boost" programmes), alongside setting clinical targets and performance metrics for Health New Zealand. NZ First specifically highlights a large waitlist-reduction fund.
  • Labour and the Green Party: Strongly oppose the extensive outsourcing of public health services to private hospitals, arguing that public funds should instead be injected directly into building public hospital capacity, retaining workforce personnel, and expanding public infrastructure.
  • Te Pāti Māori: Focuses heavily on structural reform, advocating for Māori-led health authorities and commissioning agencies (such as rebuilding elements of Te Aka Whai Ora) to address systemic inequities in how chronic care and specialist pathways reach vulnerable populations.

Summary for Voters on Income Support

  • If your priority is immediate out-of-pocket relief (such as free GP visits and free prescriptions), parties on the left (Labour, Greens) offer direct universal and targeted fee removals funded by new taxes.
  • If your priority is system capacity, shorter wait times via public-private delivery, and incremental expansion of Pharmac's drug list, center and right-of-centre parties (National, ACT, NZ First) emphasize building system throughput, utilizing private facilities, and clinical-need prioritisation.

Are there specific aspects of your long-term condition—such as a particular specialist service or medication—that weigh most heavily on your decision this election?

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 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. How do parties compare on affordable GP care, specialist access and medicines for people with long-term conditions?

For voters managing long-term health conditions who rely on income support and regular medical access, the major parties approaching the 2026 New Zealand general election offer contrasting philosophies. Debates center on whether to tackle costs directly through universal subsidies and state-backed interventions (the left bloc) or through targeted funding increases for Pharmac, workforce expansion, and efficiency in the existing framework (the governing/right bloc).

You can cross-reference full candidate and party position profiles on Policy.nz. A comparison of how the major political parties approach affordable GP care, specialist access, and medicines reveals distinct paths:

1. Affordable GP and Primary Care

  • Labour: Proposes introducing three free general practitioner (GP) or nurse consultations per year for every person entitled to publicly funded healthcare (delivered via a new "Medicard" system). To handle the subsequent increase in demand, they propose a Family Doctor Loan Scheme to support practice ownership and primary care capacity.

  • National & Coalition Parties: Focus less on blanket universal free visits and more on workforce pipeline solutions to relieve systemic pressure on primary care. This includes establishing the new Waikato Medical School (aiming to train an additional 120 doctors a year from 2028) and expanding the scope of practice for allied roles like pharmacists and physician associates.

2. Specialist Access and Waiting Times

  • National: Emphasizes improving metrics and reducing backlogs within the current hospital and elective systems, pointing to reductions in numbers waiting over four months for elective surgery as evidence the system is heading in the right direction. [RNZ]

  • Labour: Aims to retain overarching health targets while tying them strictly to workforce increases (such as guaranteeing jobs for graduate nurses) rather than leaving targets unresourced. They also focus on preventative care funding to reduce downstream pressure on hospital specialists.

3. Access to Medicines (Pharmac)

  • National: Promises a significant funding boost to Pharmac—pledging a $604 million uplift to the medicines budget, funded by redirecting non-Pacific foreign aid. They also propose setting a national target for clinical trials and unlocking advanced therapeutics like CAR-T cell therapy.

  • Labour: Proposes restoring universally free prescriptions (removing the $5 prescription co-pay) for those entitled to public healthcare starting July 2027.

  • ACT: Proposes structurally increasing the proportion of the overall health budget allocated to Pharmac by 1% a year until it aligns closer to the OECD/Australian average (scaling Pharmac's share significantly higher over time).

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

  • Which of these three areas (GP costs, specialist wait times, or medicines) is your highest priority?
  • Would you like information on how smaller parties or specific benefit/income support policies intersect with these health plans?
Ask anything

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

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. How do parties compare on affordable GP care, specialist access and medicines for people with long-term conditions?

AI Overview

As you consider your vote for the 2026 New Zealand general election , political parties are offering distinct approaches to healthcare costs, medicine availability, and primary care access. For voters managing long-term conditions while relying on income support, key dividing lines exist between targeted funding boosts and universal fee removals.

The primary health policies from the major parties compare across your three core areas as follows:

Policy Comparison Overview

Policy Area National & ACT (Current Coalition) Labour Green Party
Affordable GP Care Focuses on increasing capacity via a new medical school to train more doctors and digital consultations. Proposes a Medicard providing three free GP visits per year for all New Zealanders. Plans to transition to fully free primary care and dental care, alongside mobile clinics.
Medicines Access Boosted the Pharmac budget by $604 million to fund specific cancer therapies and medicines. Promises to reinstate universal free prescriptions by eliminating the $5 co-payment. Supports sustained increases to Pharmac funding without a rigid specific cap.
Specialist Access Aims to clear waitlists through a target of 45,000+ elective procedures and purchasing more scanners. Commits to maintaining existing waitlist targets but promises to heavily fund the frontline workforce to deliver them. Focuses on safe staffing ratios and urgently filling vacant hospital clinical roles.

Affordable GP Care

  • National & ACT: The current government focuses on systemic capacity rather than subsidizing individual consultation fees. Their core long-term strategy relies on establishing the Waikato Medical School to train an additional 120 doctors per year starting in 2028 alongside introducing a 24/7 digital health service to alleviate pressure on clinics.

  • Labour: A central pillar of their health platform is the Medicard system, which guarantees three free doctor or nurse practitioner visits each year for every eligible New Zealander. To prevent this from overwhelming clinics, they propose a Family Doctor Loan Scheme offering interest-free loans up to $500,000 to help new doctors buy into or set up local practices.

  • Green Party: The Greens advocate for a completely free public model. They plan to progressively phase out all patient charges to establish a fully free primary care service , supplemented by expanding community-led clinics and mobile healthcare units to reach underserved populations.

Medicines for Long-Term Conditions

  • National: National’s approach centers on expanding the number of funded treatments via a $604 million funding injection for Pharmac , which explicitly targets 66 new medicines and 33 cancer therapies. They also support allowing 12-month extended prescriptions to minimize frequent trips to the pharmacy.

  • ACT: ACT takes a distinct approach to structural change, promising to increase the proportion of the overall health budget allocated specifically to medicines by one percentage point every year. Their goal is to match Australia's spending rate (roughly 12% of the health budget) by 2033 to secure a broader range of modern treatments.

  • Labour: Labour focuses on direct out-of-pocket costs at the pharmacy counter. They have pledged to abolish the $5 prescription co-payment fee entirely by July 2027 for all fully subsidized Pharmac medications.

  • Green Party: The Greens support general, sustained funding increases to Pharmac to expand the national formulary. They prioritize keeping all essential medications affordable and heavily oppose any privatised pharmaceutical advertising models.

Specialist Access and Wait Times

  • National & ACT: The coalition relies on strict performance targets to drive down wait times. They have committed to funding 45,000 elective surgeries and procedures, alongside distributing 38 new diagnostic scanners across regional hospitals to catch and treat chronic conditions earlier. ACT also proposes building a dedicated National Cancer Centre with public-private funding partnerships.

  • Labour: Labour states they will retain the current waitlist targets but argues that targets are ineffective without staffing resources. They plan to resolve specialist access by introducing a Graduate Nurse Job Guarantee to stabilize the workforce and funding health services to fully cover annual cost and wage pressures.

  • Green Party: The Greens place their focus on working conditions within the public system. They advocate for legally binding safe-staffing levels and propose universal weekly payments for training healthcare students to stop dropout rates and build a robust, sustainable pipeline of specialists.


If you want to look into how these policies impact your situation further, let me know:

  • Whether your current GP practice uses a Very Low Cost Access (VLCA) scheme (where fees are already capped).

  • If your required medications are currently fully funded, partially funded, or unfunded by Pharmac.

I can help clarify how specific party promises would change your actual out-of-pocket expenses.

Ask anything

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