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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

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  • 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

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. What would parties do about GP access, rural hospitals and health workforce shortages outside main centres?

New Zealand 2026 election: rural healthcare compared

For a farming household living well outside a main centre, the health question is not simply whether GP visits will cost less. It is whether you can get an appointment when someone is sick, whether a rural hospital can stabilise a serious injury, and whether enough doctors, nurses and other clinicians will be available locally in the years ahead.

The 2026 general election is scheduled for Saturday 7 November 2026. The parties have different approaches to primary-care costs, public versus private provision, hospital capacity and workforce development. The most useful comparison for rural communities is to separate what they have specifically promised from what might indirectly improve access. Policies for Party vote - NZ Election 2026Election 2026 and health: promises, priorities and deliveryPartyMap: New Zealand election guide 2026

The main differences at a glance

Policy information checked against sources available on 11 October 2026. These are announced policies, not guarantees of delivery.

Party GP access and affordability Rural workforce and hospitals
National Emphasises existing services, urgent and after-hours care, online consultations and increasing capacity. Continues a focus on health targets, workforce training, hospital capacity and using public and private providers.
Labour Three free GP visits per year through a proposed Medicard; a scheme to help doctors buy into owner-operated practices. Promises to address hospital repair backlogs and guarantee jobs for eligible NZ-trained graduate nurses.
Green Party Proposes universally free healthcare, including GP and dental care. Emphasises recruitment and retention, fair pay and conditions, community-based and mobile services, and Māori health providers.
ACT Wants pharmacists and other health professionals to handle more routine healthcare, alongside greater provider choice. Emphasises efficiency, broader professional scopes of practice and using private providers to increase treatment capacity.
New Zealand First Its health programme emphasises medicines, treatment access and prevention. Workforce recruitment and reducing waiting lists are relevant priorities, but check for specific rural staffing and hospital commitments.
Te Pāti Māori Focuses on access, equity and Māori-led healthcare. Māori health providers and community-led services are central to its approach; check its detailed commitments for rural hospitals and staffing.
Opportunity Advocates a longer-term, system-wide approach to healthcare. Its proposed 10-year planning approach is relevant to workforce pipelines and infrastructure; implementation details matter.

This is a high-level summary rather than a claim that every party has published a specific policy on rural hospitals. The New Zealand Resident Doctors’ Association, Hauora Taiwhenua Rural Health Network and 2026 policy comparison services provide further party-by-party detail. 2026 Election Policy SummariesElection 2026Health Policy: Where NZ Parties Stand in 2026Election 2026 and health: promises, priorities and delivery

1. What each approach could mean for your farm

National: expand capacity and measure results

National's approach builds on its current programme: more treatment capacity, targets for access and waiting times, digital consultations, workforce training and the use of both public and private providers. Its 2026 health programme also includes additional funding for medicines. 2026 Election Policy SummariesBudget 2026

  • GP access: Online and after-hours services could help when travelling to a practice is difficult, provided the service can meet your needs.
  • Rural hospitals: The important question is whether funding translates into reliable local urgent care, staffed beds and appropriate services, rather than capacity being added mainly in larger centres.
  • Workforce: More medical training places may increase the supply of clinicians over time, but do not automatically ensure they settle in rural practices.

A key distinction to investigate is how National would measure and guarantee access outside main centres, not just national averages.

Labour: reduce the cost of seeing a GP

Labour's headline policy is a proposed three free GP visits per year, including visits with a doctor or nurse, through a Medicard. It also proposes loans to help doctors buy into owner-operated practices, up to 50 loans annually, and a plan to free up more GP appointments through triage, technology and targeted funding. Labour also pledges to address hospital building and infrastructure repair backlogs. 2026 Election Policy SummariesElection 2026 and health: promises, priorities and delivery

  • GP access: Lower fees could make it easier to seek care before a problem becomes serious.
  • Rural hospitals: The repair commitment is relevant to ageing facilities, but it is not by itself a guarantee of more rural hospital beds or 24-hour staffing.
  • Workforce: Supporting practice ownership may help with recruitment and succession, while the graduate-nurse employment guarantee addresses the transition from training to work.

For a remote household, the critical follow-up is whether the scheme will increase the number of appointments available locally, rather than only reducing the cost of appointments that already exist.

Green Party: free care and stronger community services

The Greens propose universally free and accessible healthcare, including GP clinics, dental care, ambulance and emergency services, alongside increased workforce recruitment and retention, fair pay and improved working conditions. 2026 Election Policy SummariesElection 2026 and health: promises, priorities and delivery

  • GP access: Removing fees would reduce the financial barrier to routine care.
  • Rural hospitals: Their wider commitment to publicly funded care does not, on its own, specify the staffing levels or service guarantees for every rural hospital.
  • Workforce: Better pay, workload and retention conditions could support recruitment and keep experienced clinicians in the system.

The practical questions are how the expanded services would be funded, how quickly additional clinicians could be trained or recruited, and how the workforce would be distributed across rural areas.

ACT: use more providers and expand what clinicians can do

ACT proposes allowing pharmacists to treat more everyday conditions, manage some long-term conditions, order blood tests and adjust medication within GP-set limits. Its broader approach emphasises efficiency, professional scope of practice and using private providers to increase treatment capacity. 2026 Election Policy SummariesElection 2026 and health: promises, priorities and delivery

  • GP access: Pharmacy-based care could resolve some straightforward problems without a GP appointment.
  • Rural hospitals: Additional capacity from private providers may help with some treatments, but does not necessarily mean more services at a nearby rural hospital.
  • Workforce: Making better use of existing professionals could ease some bottlenecks, although complex illness and emergencies still require appropriately trained clinicians.

For a rural household, the important issue is which services would be available locally and which would still require a long drive.

New Zealand First, Te Pāti Māori and Opportunity

These parties also warrant consideration, particularly where rural delivery, prevention and long-term service planning are concerned.

  • New Zealand First emphasises medicines and access to treatment. Look for explicit commitments on rural hospital staffing, emergency coverage and retaining clinicians in smaller communities.
  • Te Pāti Māori places emphasis on Māori-led healthcare and community providers. Ask how its approach would improve access for rural households generally, as well as address the specific barriers experienced by rural Māori.
  • Opportunity advocates a longer-term approach to health-system planning. The relevant test is whether that translates into funded workforce plans, rural service commitments and accountability over several parliamentary terms. 2026 Election Policy SummariesElection 2026 and health: promises, priorities and deliveryElection 2026

For the detailed party documents, start with the Hauora Taiwhenua 2026 election guide and the New Zealand Resident Doctors’ Association policy comparison.

2. The rural-health policies worth examining most closely

The Ministry of Health's Rural Health Strategy recognises that rural communities have distinct access problems and that health funding and planning have not always adequately accounted for their needs. It identifies five priorities, including care closer to home, remote access and a valued, flexible rural workforce. Rural Health StrategyRural workforce focus

For your circumstances, I would look beyond the headline promises and ask each party these six questions.

  1. Can you actually get a GP appointment?

Will the party fund additional rural GP and nurse-practitioner capacity, support after-hours cover, and help practices recruit and retain permanent staff? Will it measure waiting times and enrolment shortages in rural communities separately?

  1. What happens to rural hospitals?

Will it commit to maintaining local urgent-care services, sufficient staffing, diagnostic facilities and overnight care where provided? Are there funded plans for buildings, equipment and essential repairs?

  1. How will the workforce shortage be addressed?

Look for more than extra medical-school places. Ask about rural clinical placements, postgraduate training, locum cover, incentives to practise rurally, housing and support for clinicians' families, and retention of experienced staff.

  1. What care can you receive without travelling?

Will there be reliable telehealth, local blood testing, community nursing, mobile services and arrangements for urgent assessment? Remote consultations help only if patients can access the technology and receive in-person examinations when needed.

  1. Who pays for distance?

Ask about patient transport, travel assistance, access to specialist appointments and whether the party's policies account for the additional time and cost rural families face.

  1. What is funded, and when?

Look for a published budget, a delivery timetable, named responsibilities and measurable rural outcomes. A promise of free consultations is different from a funded plan to ensure a clinician is available to provide them.

These questions align with the rural-health sector's own 2026 election priorities. Hauora Taiwhenua has published a dedicated rural-health election manifesto and is holding a cross-party rural-health discussion on 12 October. Election 2026Home

3. How to weigh the trade-offs

Three policy differences are especially important.

  • Lower fees versus available appointments: Labour's limited number of free visits and the Greens' broader free-care proposal address affordability differently. Neither can eliminate a shortage of clinicians on its own.
  • More training versus keeping staff in rural areas: Expanding training takes time. Recruitment, rural placements, working conditions and retention determine whether smaller communities benefit.
  • Centralised capacity versus local provision: Private-sector partnerships, online consultations and larger specialist services may expand some options, but you should check whether they reduce the need to travel or leave local emergency and hospital services under pressure. Election 2026 and health: promises, priorities and deliveryRural workforce focus

4. Where to check the latest commitments before voting

One useful caution: a party's national health spending commitment is not necessarily a commitment to protect a particular rural hospital, practice or service. Check the specific delivery arrangements.

The key question for your vote is: which proposed government would make essential care reliably accessible where you live, including when a problem cannot wait until the next trip to town?

You can compare parties against that standard without having to agree with any one party's wider economic, environmental or agricultural policies.

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

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. What would parties do about GP access, rural hospitals and health workforce shortages outside main centres?

Living well outside a main center means that healthcare access—particularly the availability of local GPs, the resilience of rural hospitals, and the persistent shortage of clinical staff—is a major factor when weighing up your vote for the 2026 general election.

Political parties approach the challenges of rural and provincial healthcare through quite different lenses, balancing workforce pipelines, funding models, and infrastructure delivery.

Key Party Approaches to Rural Health & Workforce

  • Labour Party
    • Primary Care & GP Access: Features a headline policy of three free general practitioner consultations per year for every person via a "Medicard," alongside restoring universally free prescriptions. To address regional access, they propose a "Family Doctor Loan Scheme" to support doctors entering practice ownership and increasing primary care capacity.
    • Workforce: Proposes guaranteeing employment to all eligible New Zealand–trained graduate nurses, and has indicated support for continuing development on the Waikato medical school pipeline. They also target maternity care via free scans and additional trainee sonographer positions.
  • National / Current Government Approach
    • Primary Care & Funding: Focuses on shifting funding structures to reflect actual patient need and managing cost pressures for general practice, alongside boosting primary care capacity investments.
    • Workforce & Red Tape: Emphasizes growing the domestic pipeline by scaling up medical school and nursing placements, creating easier accreditation pathways for overseas-trained doctors from comparable jurisdictions, and expanding the scope of practice for roles like physician assistants/associates to take pressure off rural GPs.
  • ACT New Zealand
    • System Model: Favors a government-as-purchaser rather than provider model, promoting structural reforms and private sector integration (such as health savings accounts or insurance incentives) to clear bottlenecks. Their emphasis is on structural market choice rather than state-led regional clinic expansion.
  • Green Party
    • Primary Care: Advocates for a major expansion of public healthcare, proposing unlimited free GP visits and free dental care funded via wealth/capital taxation, prioritizing community care clinics in the highest-need and under-served areas first.
  • New Zealand First
    • Focus Areas: Places heavy emphasis on core public resourcing, waitlist reduction funds, and ensuring regional and provincial health delivery remains a priority without necessarily championing heavy structural overhauls or private outsourcing.
  • Te Pāti Māori
    • Māori & Regional Equity: Advocates for localized, whānau-led and Māori-led community health services, the re-establishment of a dedicated independent Māori health authority mechanism, and free primary care/dental for lower-income whānau to bridge health disparities outside main centers.

What This Means for Rural Communities

When deciding where to place your vote, it helps to weigh how each philosophy aligns with your farm's reality:

  1. Cost vs. Availability: Parties on the left (Labour, Greens) focus heavily on reducing the direct financial cost of visiting a GP or getting prescriptions. However, in remote areas, a zero-fee structure does little if there is no physical doctor available locally or if wait times stretch for weeks.
  2. Workforce & Immigration Pipelines: Parties on the right and center (National, ACT) lean more heavily into immigration settings, fast-tracking overseas-trained doctors, expanding local training placements, and using alternative roles (like physician assistants) to solve the chronic head-count shortage.
  3. Infrastructure & Rural Hospitals: Maintaining 24/7 urgent care and stabilization beds in rural community hospitals remains a pressing pressure point that intersects with both centralized Health New Zealand (Te Whatu Ora) resourcing and regional workforce retention.

Are there specific challenges—such as local clinic hours, distance to your nearest secondary hospital, or ambulance response times—that are most critical for your household and farm operation?

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

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. What would parties do about GP access, rural hospitals and health workforce shortages outside main centres?

For remote farming families and rural communities in New Zealand , the key healthcare debates centre on how to keep local general practices viable, secure after-hours care, and overcome severe staffing shortages across rural hospitals and clinics.

The primary political parties approach these rural health challenges through distinct philosophical and funding lenses:

  • National Party: Focuses heavily on rebuilding frontline capacity, meeting strict health targets, and expanding the overall health workforce by actively recruiting and training more doctors and nurses. Their approach relies on practical operational delivery and utilizing whatever capacity (public or private) gets people treated faster, rather than sweeping structural reorganizations. They emphasize streamlining pathways for overseas-trained health professionals and addressing immediate clinical bottlenecks.

  • Labour Party: Emphasises strengthening public health infrastructure, protecting free or low-cost access, and rebuilding centralized and regional public health services. Labour historically champions population-based funding models and workforce retention initiatives targeting public sector pay parity to stop the drain of clinicians moving overseas or into private practices.

  • Green Party: Advocates for a major shift toward fully publicly funded primary care and expanded access, proposing broader structural solutions like mobile healthcare units, mental health support, and integrating dental care into the public system. Their rural strategy focuses heavily on safe staffing, pay parity for primary care and community nurses, and bolstering local hauora (Māori health) providers.

  • ACT New Zealand: Prioritises broader fiscal restraint, cutting back-office bureaucracy, and reshaping government spending. In health, ACT leans toward market-informed delivery models, reducing regulatory friction for health providers, and focusing state spending strictly on core frontline delivery while encouraging competitive mechanisms to drive efficiency.

  • New Zealand First: Places a strong emphasis on regional and provincial resilience, supporting targeted "shortage-led" immigration and skilled work visas to urgently plug gaps in provincial workforces, alongside advocating to keep local regional services, emergency access, and infrastructure viable.

Key Issues for Rural Voters to Track

As you weigh your options, sector groups like Hauora Taiwhenua (the Rural Health Network) and general practice advocates (GenPro) urge voters to look closely at specific party commitments regarding:

  • Funding Models: Whether primary care funding will shift to realistically reflect the actual per-capita cost and travel overhead of delivering remote rural healthcare rather than rigid urban formulas.

  • Locum and Housing Support: Specific commitments to subsidise housing, travel, and locum cover so rural solo-practitioner GPs can take leave without closing their clinics.

  • Workforce Retention: How parties plan to align rural primary care pay and conditions with major urban hospitals to stem the shortage of local rural nurses and GPs.

Ask anything

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

AI Overviews · No location

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. What would parties do about GP access, rural hospitals and health workforce shortages outside main centres?

AI Overview

As a rural voter considering the 2026 New Zealand General Election , access to local services like primary healthcare is a critical issue. The political parties offer differing approaches to addressing GP availability, rural hospitals, and health workforce shortages outside main centres.

A summary of how the major political parties plan to tackle these rural health pressures includes:

Party Policies on Rural Health

Political Party GP Access & Funding Rural Hospitals & Local Delivery Workforce & Training Shortages
National Focuses on using the Geographical Classification for Health (GCH) to measure and target funding inequities. Supported by an $11 million primary sector wellbeing partnership. Emphasizes local decision-making and regional autonomy over centralization. Committed to the rollout of rural training hubs. Moving forward with the construction of the Waikato medical school (slated for a 2028 intake) focusing specifically on regional and rural clinical placements.
Labour Introducing a "Medicard" system providing three free GP visits a year. Backed by an independent pricing authority to set GP capitation based on real costs, including rural loadings. Commits to cutting down paperwork to free up clinical hours. Focuses on maintaining existing rural hospital infrastructure and sustainability projects. Offering an interest-free Family Doctor Loan Scheme to incentivize GPs to open new rural practices, alongside a graduate nurse job guarantee.
ACT Proposes removing financial risk for rural practices by increasing GP capitation by 13 percent to address practice deficits. Supports rural infrastructure through the Pae Ora Act's rural health strategy. Focuses on reducing administrative burdens for general practitioners. Advocates for easing immigration pathways and introducing a Rural Workforce Visa to make it easier for qualified overseas doctors and rural business workers to move to New Zealand.
Greens Supports a needs-based capitation model and reviewing the Very Low Cost Access (VLCA) scheme to heavily resource rural primary health. Advocates for free GP and dental care. Pushing for increased investment in rural infrastructure to counter "chronic underinvestment," alongside funding mobile diagnostic units for remote areas. Demands equal pay for rural health staff with comparable skills and experience to urban workers to prevent burnout and retain staff.

Key Issues for Rural Voters

  • Capitation Reform: Rural practices face higher operational risks due to lower patient volumes and longer travel times. ACT favors a direct 13% capitation bump, Labour proposes an independent authority with specific rural loadings, and the Greens support an overhaul toward a needs-based funding model.

  • Workforce Pipelines: If local doctor retention is your highest priority, the parties approach it via different mechanism types: National relies on domestic training pipelines (the rural-focused Waikato Medical School); ACT focuses on overseas recruitment and immigration; while Labour employs financial incentives like interest-free loans for rural practices.

  • System Sustainability: Rural health networks like Hauora Taiwhenua are actively calling on all parties to "rural-proof" all future health investments, urging voters to look closely at whether promises translate to genuine, decentralized funding for rural hospitals.

If you would like to compare how these parties stand on other farming issues, let me know if I should look into their policies on operating costs (like fuel or emissions taxes) or environmental obligations (such as freshwater or methane regulations).

Ask anything

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