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Evidence · NZ Election 2026 · Edition 2

Every question, every answer, every source

All 174 questions and the 793 answers produced on 12 October 2026. The 27 remaining cells produced no AI Overview.

questions
174
answers saved
793
collected
12 Oct 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

Show all 174

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

    nz-election-2026-questions.csv

    One row per unchanged question.

    id, draft, text, voterCode, issue, towns

    174rows

    Download questions (CSV)

  • Answers

    nz-election-2026-answers.csv

    One row per produced answer, with its complete original text.

    result id, prompt id, draft id, scenario id, platform, region, words, parties, literal url answer, associated source answer, temporal pair, common four platforms, response text

    793rows

    Download answers (CSV)

  • Sources by answer

    nz-election-2026-sources.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, region, domain, publisher

    4,137rows

    Download sources by answer (CSV)

  • Checks against official sources

    nz-election-2026-checks.csv

    One row per reviewed proposition, retaining both answers, extracts and the reviewed change.

    check, draft id, platform, claim, verdict, assessment, source url, source label, source date, checked date, old result id, new result id, old excerpt, new excerpt

    15rows

    Download checks against official sources (CSV)

  • Who to vote for: coding

    nz-election-2026-guidance.csv

    One row per manually reviewed guidance answer. Codes overlap; original answers supply the evidence.

    draft, assistant, q, voter, a, declined, matched, shortlist, asked, chose, extract

    31rows

    Download who to vote for: coding (CSV)

  • Location and national answers

    nz-election-2026-towns.csv

    One row per matched national/location pair, with both editions.

    prompt id, draft id, scenario id, issue, platform, city, edition 1 same party set, edition 1 national result, edition 1 city result, edition 2 same party set, edition 2 national result, edition 2 city result

    124rows

    Download location and national answers (CSV)

  • Changes between editions

    nz-election-2026-comparisons.csv

    One row per identical question, assistant and location across the two collections.

    prompt id, draft id, scenario id, scenario, issue, platform, region, old result id, new result id, old words, new words, same party set, old parties, new parties, added parties, removed parties, literal same domains, literal old domains, literal new domains, literal added domains, literal removed domains, associated same domains, associated old domains, associated new domains, associated added domains, associated removed domains

    793rows

    Download changes between editions (CSV)

  • No AI Overview produced

    nz-election-2026-coverage.csv

    One row per planned cell where no AI Overview was produced.

    prompt id, platform, region, draft id, block, scenario id, scenario, issue, priority, question, cause, availability

    27rows

    Download no ai overview produced (CSV)

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 work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. Which parties have specific plans for healthcare access in smaller towns and rural communities?

For your situation, the key question is not simply which party promises more healthcare funding. It is which parties have concrete plans to bring care closer to smaller towns, reduce the need to travel for appointments, and attract enough health professionals to work outside the main centres.

New Zealand's Ministry of Health has already identified these as national priorities: rural services closer to home, better access to remote care, a stronger rural health workforce, and greater recognition of rural communities' needs. Rural Health StrategyRural health strategy

For the 2026 general election, here is how to compare the parties' published health policies, focusing on rural access rather than farming policy or general election slogans.

Parties with relevant healthcare plans

1. National — rural workforce and more local urgent care

Approach: expand capacity and build on existing services

National's approach includes:

  • Rural clinician training: investments announced in July 2026 to help rural clinicians gain skills, including point-of-care ultrasound, so they can assess patients locally and make better-informed decisions about hospital transfers.
  • More doctors in the longer term: a new graduate-entry medical school at Waikato, with its first 120 students planned for 2028 and a regional and rural clinical focus.
  • More urgent and after-hours care: the government's programme aims for 98% of New Zealanders to have urgent care within an hour's drive, with new or improved services being rolled out over two years.
  • More treatment capacity: National also emphasises medicines, hospital capacity and expanding the use of public and private providers. Backing our frontline rural health workforce2026 Election PolicyElection 2026 and health: promises, priorities and deliveryUrgent and after-hours healthcare programme

What to check: whether the services planned for smaller towns will actually shorten your family's trips, and what staffing and opening hours each service will have.

Sources: National's rural workforce announcement · Health NZ's urgent-care programme

2. Labour — cheaper GP visits and support for local practices

Approach: reduce the cost of primary care and help doctors establish or remain in communities

Labour has several specific commitments for the 2026 election:

  • Three free GP visits a year for everyone eligible for publicly funded healthcare, through its proposed Medicard.
  • A Family Doctor Loan Scheme: loans of up to 90% of the cost of buying into a GP practice, capped at $500,000. Up to 50 loans would be available annually, prioritising areas with no GP or practices whose patient books are closed or partly closed.
  • Free prescriptions: removal of the $5 prescription charge from July 2027.
  • More nurses: a job guarantee for eligible New Zealand-trained graduate nurses, with roles offered from 2027.
  • Lower travel costs: a proposed $20 weekly cap on bus and train fares, although this would not necessarily help families who must drive to distant services. Labour's 2026 Election PoliciesLabour's Family Doctor Loan SchemeLabour's 2026 Election PoliciesLabour's Fiscal Plan 2026

What to check: the free GP visits could reduce appointment costs, but they do not guarantee that a GP will be available locally. Ask how the loan scheme would help attract a doctor to a town like yours.

Sources: Labour's 2026 policies · Family Doctor Loan Scheme details

3. Green Party — mobile services and broader publicly funded care

Approach: expand community-based care and reduce financial barriers

The Greens' published health programme includes:

  • Mobile healthcare, including mental health and dental services, as part of its approach to rural access.
  • Moving towards fully publicly funded primary care and dental care, reducing the cost barriers people face when they need routine treatment.
  • Better staffing, employment conditions and pay parity for primary-care nurses and hauora providers.
  • Greater emphasis on community mental health, prevention and services designed around local needs. Election 2026 and health: promises, priorities and deliveryManifesto 2026

What to check: whether mobile services would visit your community regularly, which treatments they would offer, and how their plans would be funded and delivered.

Sources: Greens' 2026 manifesto · Greens' full policy collection

4. ACT — pharmacies and a wider range of local providers

Approach: expand the range of providers able to deliver everyday care

ACT's health policy proposes:

  • Allowing pharmacies and other health professionals to provide more everyday healthcare, potentially making some services available without a GP appointment.
  • Greater use of public, private and community providers.
  • Using measurable health targets, accountability and productivity to improve service delivery.
  • More choice of providers and greater use of private services to reduce hospital waiting lists. ACT New ZealandElection 2026 and health: promises, priorities and delivery

What to check: which additional services would be available in your local pharmacy or clinic, whether they would be funded publicly, and whether local providers would have the staff to deliver them.

Source: ACT's health policy

5. New Zealand First — stronger general practice and prevention

New Zealand First's September 2026 health announcement proposes reducing administrative burdens on GPs, restoring professional autonomy and bringing health coaches into primary care. It also emphasises preventing chronic illness rather than concentrating mainly on treating it. NZFirst Campaign Announcement: The Plan to “Make NZ Healthy”The Plan to “Make NZ Healthy”

These proposals could affect local primary care, but the published announcement is less specific about new rural clinics, mobile services or reducing travel distances.

Source: NZ First's Make NZ Healthy plan

6. Opportunity — long-term health funding and community care

The Opportunity Party proposes a 10-year, cross-party health plan, increasing health funding to 9% of GDP over time, and directing a greater share towards primary care, community services and prevention. Healthy People10-year plans to strengthen health and education

This addresses the stability of health funding, although its published headline plan does not specify a particular number of new rural clinics or mobile services.

Source: Opportunity's Healthy People policy

Te Pāti Māori also proposes strengthening Māori-led health services and making care more accessible, culturally safe and accountable to Māori communities. Its approach may be particularly relevant to whānau who rely on kaupapa Māori providers. Health PolicyTe Pāti Māori is the assertion of our mana motuhake and our liberation

Source: Te Pāti Māori's health policy

Compare the policies against your everyday needs

Your concern Policies to investigate
Long drives to see a doctor Green mobile health services; National's urgent-care rollout; ACT's expanded role for pharmacies
Difficulty finding a local GP Labour's Family Doctor Loan Scheme; National's rural workforce and training investments
GP appointments are too expensive Labour's three free visits; the Greens' proposed fully publicly funded primary care
Limited after-hours care National's urgent-care programme and the continued availability of rural telehealth
Difficulty accessing specialists Ask each party about mobile specialist services, virtual consultations and travel assistance
Limited local jobs and healthcare workers Compare health workforce recruitment, training opportunities, and support for retaining clinicians in regional communities

These are policy areas to compare, not guarantees that any particular service will reach your town. Urgent and after-hours healthcare programmeLabour's Family Doctor Loan SchemeElection 2026 and health: promises, priorities and deliveryACT New Zealand

Questions worth asking before you vote

I would focus on four practical questions when reading manifestos or talking to local candidates:

  1. Will we get a service closer to home? Ask for commitments on rural GP clinics, visiting specialists, mobile services and urgent-care opening hours.
  2. Will we be able to afford to use it? Check consultation fees, prescription charges and eligibility rules.
  3. Who will actually provide the care? Look for funded recruitment, training and retention plans, not just promises to increase capacity.
  4. What happens when we need specialist treatment? Ask about telehealth, transport assistance and whether rural patients will continue to face long waits and repeated trips.

For an independent rural-health perspective, Hauora Taiwhenua's 2026 election resource brings together party health policies and rural-health material. Its rural-health election panel is scheduled for 12 October 2026. Election 2026Election 2026

One important distinction: a promise to make healthcare cheaper is not the same as a promise to make healthcare physically accessible. Given your family's long journeys, it is worth examining both separately.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 12 October 2026 · shown as ChatGPT gave it, not a verified account

Gemini · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. Which parties have specific plans for healthcare access in smaller towns and rural communities?

For voters living in small towns and regional or rural communities, healthcare access—particularly the cost and availability of General Practitioners (GPs), local practice sustainability, and long travel times for specialist care—is a major focus of the 2026 general election.

Different political parties approach rural and small-town healthcare through distinct structural, workforce, and financial mechanisms:

Major Party Approaches to Regional and Rural Healthcare

  • National Party:
    • Focus: Emphasizes workforce expansion, continuity of service delivery, and primary care capacity building.
    • Specific Plans: Previous and current health funding initiatives target increasing GP funding, boosting primary care capacity, and introducing immigration and accreditation pathways designed to attract overseas-trained doctors to underserved regions. They also look to use private sector outsourcing capacity to alleviate broader public waitlists.
  • Labour Party:
    • Focus: Places affordability and primary care access at the center of its health platform, which directly impacts families traveling long distances for care.
    • Specific Plans: Proposes a "Medicard" providing three free GP consultations each year for every eligible New Zealander, alongside restoring universally free prescriptions. To combat workforce shortages in smaller areas, Labour features a Family Doctor Loan Scheme intended to support doctors entering practice ownership and encourage retention in high-need locations.
  • ACT Party:
    • Focus: Advocates for a "government-as-purchaser rather than provider" model.
    • Specific Plans: Focuses heavily on structural reform, shifting toward private-market incentives, health savings models, and streamlining administrative burdens rather than targeted geographical state-run programs.
  • Green Party:
    • Focus: Broad expansion of publicly funded healthcare with an emphasis on equity and community-led health hubs.
    • Specific Plans: Proposes universal free GP visits and free dental care funded via wealth/capital taxation, prioritizing community care clinics and localized health delivery in highest-need and underserved areas first.
  • New Zealand First:
    • Focus: Centres its health program on slashing elective and specialist waitlists, regional emergency care response, and strengthening the public health system.
  • Te Pāti Māori:
    • Focus: Emphasizes localized, culturally grounded health models.
    • Specific Plans: Proposes re-establishing a dedicated Māori health authority framework alongside localized Kaupapa Māori community health services and free primary care/dental for lower-income whānau.

What Rural Advocacy Groups Are Demanding

Ahead of the election, sector groups like Hauora Taiwhenua (Rural Health Network) and Rural Women New Zealand have pressed all parties to address the specific realities of rural medicine—noting that rural clinicians operate across broader scopes with fewer resources, and that funding formulas often fail to cover the true, higher cost of delivering care across long distances. When reviewing party manifestos, it is worth checking how each party plans to address workforce retention incentives (such as housing or student-loan turnarounds for rural doctors and nurses) and after-hours/emergency stabilization transport funding.

Are you looking for details on a specific party's policy regarding local GP availability, or how these health policies would affect travel and prescription costs for your family?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 12 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. Which parties have specific plans for healthcare access in smaller towns and rural communities?

For the 2026 New Zealand general election, rural and provincial healthcare access has become a key focal point for advocacy groups like Hauora Taiwhenua Rural Health Network , which released its 2026 Election Manifesto calling on all parties to commit to targeted funding, workforce sustainability, and acknowledging the higher cost of delivering care outside major metropolitan centers.

While individual party manifestos address provincial and rural dynamics through different lenses, the broad approaches of the main political parties regarding regional and smaller-town healthcare include:

  • National Party / Current Government-led alignment: Focuses on maximizing current health system funding and expanding the scope of practice for non-doctor roles—such as pharmacists and physician associates—to ease pressure on regional clinics. They also emphasize practical workforce pipelines (such as progress on regional/new medical school frameworks like Waikato) and utilizing digital health/ telehealth infrastructure to bridge geographical gaps.
  • Labour Party (and left-bloc alignment): Generally emphasizes direct public funding interventions, targeting cost barriers with broader free or subsidized access schemes (such as free GP visits or regional care accessibility initiatives) and strengthening public health staffing models in provincial areas rather than relying on private or decentralized contracting. [Policy.nz]
  • ACT New Zealand: Tends to focus on structural flexibility and removing centralized or race-based public service delivery criteria, supporting localized or alternative contracting models for healthcare delivery, and increasing funding flexibility for rural medical professionals training in specialized urgent care. [Policy.nz]
  • New Zealand First: Historically positions itself strongly around provincial and regional development, advocating for the retention and rescue of local provincial services, emergency departments, and rural GP sustainability to ensure smaller towns are not stripped of baseline infrastructure.
  • Green Party: Emphasizes universal access with nationwide free GP care, alongside specific funding streams tailored to community-led regional health initiatives and mobile or locally-embedded health services. [Policy.nz]

To review side-by-side comparisons of specific party commitments as they update their localized and health platforms ahead of the November 7 election, you can explore the non-partisan Policy.nz Health Policies Tracker or review sector expectations directly via the Hauora Taiwhenua Election Hub. You can also verify your enrollment status or details via Vote.nz.

Ask anything

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AI Overviews · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. Which parties have specific plans for healthcare access in smaller towns and rural communities?

AI Overview

For the 2026 New Zealand general election , the major political parties have proposed different strategies to address healthcare workforce shortages, high travel distances, and limited local services in regional and rural communities.

The main political parties address health equity and access in smaller towns through distinct policy angles:

🏥 National Party (Current Government Coalition)

The National Party focuses on structural projects, regional training, and targeted community funding to support infrastructure outside major cities:

  • Waikato Medical School: National is proceeding with plans to build a new medical school at the University of Waikato. This initiative specifically targets training doctors who are more likely to practice in regional and rural settings.

  • Expanded Scope of Practice: To counter local doctor shortages, they support increasing the clinical scope of work for pharmacists and physician associates , allowing residents to get more treatments locally without traveling to a major hospital.

  • Rural Wellbeing Funding: National has allocated an $11 million investment package over four years , including a $4 million Rural Wellbeing Fund and increased resourcing for Rural Support Trusts.

🌹 Labour Party (Opposition)

The Labour Party focuses on reducing upfront financial barriers to primary healthcare and providing financial incentives to attract staff to community practices:

  • Family Doctor Loan Scheme: To address the lack of local providers, Labour is promising a scheme that offers low-interest loans to doctors and nurse practitioners to set up new practices or buy into existing ones in underserved areas.

  • The "Medicard" and Free Services: Labour’s central health policy includes three free GP visits a year per person and the complete abolition of pharmacy prescription charges. They also propose making maternity scans and cervical screenings free.

  • Workforce Guarantees: They propose a Graduate Nurse Job Guarantee within the public system alongside a 10% student loan incentive for nurses who stay in New Zealand for three years to stabilize front-line staffing.

🌿 Green Party

The Green Party advocates for a heavily subsidized, mobile-centric public model to bring services directly to isolated communities:

  • Mobile Healthcare Services: The Greens’ policy specifically targets isolation by expanding mobile healthcare, dental, and mental health clinics to physically travel into smaller towns.

  • Fully Funded Care: They propose moving towards fully publicly funded primary care and universal adult dental care to remove cost barriers entirely.

  • Pay Parity: To stop local staff from leaving for major hospitals, they emphasize pay parity and safer staffing conditions for primary care nurses and local hauora providers.

🪙 Minor Parties

  • The Opportunities Party (TOP): Advocates for free primary healthcare, dental, and mental health care for everyone under 30 , paired with direct funding support for rural GPs through Health New Zealand.

  • New Zealand First: Focuses heavily on preventative health, metabolic nutrition, and reducing waitlists by expanding rapid diagnostics.

If you want to narrow down your choices, let me know:

  • Which matters more to you: reducing the cost of regular check-ups or increasing the number of physical clinics nearby?

  • Are you interested in party plans regarding regional employment and jobs outside of farming?

Ask anything

Captured 12 October 2026 · shown as AI Overviews gave it, not a verified account