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

For the 2026 New Zealand general election: How do parties plan to improve mental health and addiction services, and what would change for people seeking help?

2026 New Zealand election: Mental health and addiction policies

The key difference between the parties is how they think people should get help: earlier intervention and community-based care, more investment in specialist services, Māori-led support, or a stronger focus on addiction treatment and public safety.

There is also some common ground. Most parties recognise that New Zealand needs better access to mental health and addiction services, particularly for young people and people experiencing serious drug-related harm.

The following comparison reflects party responses and published policies available as at 1 November 2026, ahead of the 7 November general election.

1. What the main parties are proposing

Green Party

Strong focus on prevention and free access

The Greens propose:

  • Expanding free mental health services throughout New Zealand.
  • Extending services such as Piki, Mana Ake and Youth One Stop Shops.
  • More support through Asian Family Services.
  • Dedicated postnatal mental health services.
  • Implementing the national suicide prevention strategy, with particular attention to people under 24.
  • Removing criminal penalties for personal drug possession and use, and expanding harm reduction.

What this could mean: More young people and families could access free support in their communities, rather than having to wait until their problems become severe. People experiencing drug problems would be more likely to encounter a health-based rather than criminal response.

Election Survey 2026 - National Council of Women of New ZealandElection 2026: Where the parties stand on reducing drug harm

Labour Party

Focus on earlier intervention and properly funded services

Labour says it wants:

  • Better access to mental health and addiction services.
  • Properly funded specialist teams.
  • Culturally grounded services, particularly for Māori.
  • More timely access to treatment.
  • Greater emphasis on prevention and early intervention.
  • Properly resourced specialist and acute services for people with more serious needs.

Labour has indicated that its full mental health and addiction policy will provide further detail.

What this could mean: The intention is to help people access support before reaching crisis point, while maintaining specialist services for those with more complex mental health conditions.

Election Survey 2026 - National Council of Women of New ZealandElection 2026: Where the parties stand on reducing drug harm

National Party

Focus on existing investment and addiction services

National points to its Action Plan to Prevent and Reduce Substance Harm 2026–2029.

Its commitments include:

  • Almost $20 million in additional annual investment in addiction services under the current Government.
  • Improving access to addiction treatment at different stages of addiction.
  • Supporting drug-checking services.
  • Improving access to overdose-reversal medication.
  • Continuing efforts to disrupt drug supply and reduce demand.
  • Supporting Māori health providers through needs-based funding.

National has indicated it is willing to consider further investment in kaupapa Māori addiction services, but has not committed to every proposed harm-reduction measure.

What this could mean: People seeking addiction treatment could benefit from expanded services and harm-reduction initiatives. However, National's approach places more emphasis on continuing its existing programme than on the broad drug-law changes proposed by the Greens.

Election 2026: Where the parties stand on reducing drug harmAction Plan to Prevent and Reduce Substance Harm 2026 – 2029

New Zealand First

Focus on youth support and crisis response

NZ First proposes:

  • Expanding access to school counsellors.
  • Funding Gumboot Friday at $6 million annually to provide free counselling for young people.
  • Establishing Mental Health Response Units to respond to people experiencing acute mental distress.
  • Increasing community-based youth mental health services.
  • Using mobile health buses to reach rural communities.
  • Reviewing GP funding so mental health and allied health professionals can work directly within general practices.
  • Expanding addiction treatment and detoxification services in prisons.

What this could mean: Young people may have more opportunities to access counselling through schools and community services. People experiencing acute distress could receive a more specialised community response rather than relying solely on police or hospital emergency departments.

Responses from the political partiesElection Survey 2026 - National Council of Women of New Zealand

Te Pāti Māori

Focus on Māori-led and culturally grounded care

Te Pāti Māori proposes:

  • Investing in kaupapa Māori mental health services.
  • Providing free community-based mental health services for everyone.
  • Strengthening Māori-led healthcare and decision-making.
  • Shifting the health system towards prevention and whānau wellbeing.
  • Improving access to culturally safe mental health and suicide prevention services.

What this could mean: More people could access care through Māori providers, with greater emphasis on whānau, tikanga, cultural identity and community support.

This approach could be particularly important for Māori who find mainstream mental health services difficult to access or culturally unsuitable.

Election Survey 2026 - National Council of Women of New ZealandNZ Election 2026 Health Policies for Resident Doctors

ACT Party

Focus on evidence and targeted interventions

ACT has provided less detailed information in the published election questionnaires.

Its stated positions include:

  • Supporting evidence-based harm-reduction measures where they demonstrate value for money.
  • Supporting legislation to protect people who call emergency services during an overdose.
  • Supporting access to psychedelic-assisted treatments through appropriate medical regulation, including psilocybin for treatment-resistant depression and MDMA for PTSD.

ACT did not complete the NZ Drug Foundation's full questionnaire, so its position on several proposed addiction reforms remains unclear.

What this could mean: Some patients could gain access to emerging treatments where medically authorised, and people witnessing overdoses could receive stronger legal protections if the proposed legislation progresses.

Election 2026: Where the parties stand on reducing drug harm

Opportunity Party (TOP)

Focus on expanding community care

TOP has some of the more detailed proposals for changing how mental health and addiction services are funded.

It proposes:

  • A ten-year health plan with increased government health spending.
  • Increasing primary and community care funding from 5.7% to 10% of Health NZ spending.
  • More stable, multi-year funding for community and kaupapa Māori providers.
  • Expanding the mental health workforce, including nurses, counsellors and peer-support workers.
  • Free, clinically validated digital mental health tools for mild-to-moderate needs.
  • Expanding drug checking and access to naloxone.
  • Supporting a trial of an overdose prevention centre.
  • Moving towards a health-based approach to personal drug possession.

What this could mean: More options for receiving support outside hospitals, potentially including online tools, community providers and peer support. More stable funding could also help existing services plan and retain staff.

Election Survey 2026 - National Council of Women of New ZealandElection 2026: Where the parties stand on reducing drug harm

2. How would things actually change for someone seeking help?

Here are some practical examples of how the different proposals might affect everyday experiences.

Situation Potential changes
A teenager experiencing anxiety or depression More school counselling, youth services and free community support, particularly under Greens and NZ First proposals.
Someone unable to afford counselling Expanded free services under the Greens and Te Pāti Māori proposals; free digital tools under TOP.
Someone experiencing a mental health crisis More community-based response options under NZ First, alongside the parties' broader specialist-care proposals.
Someone struggling with alcohol or drug addiction Greater treatment and community support under National, Labour, Greens and TOP, with different approaches to funding and harm reduction.
Someone witnessing an overdose Potentially better access to naloxone and stronger protection for people calling emergency services.
Māori seeking culturally appropriate care Greater investment in kaupapa Māori services, particularly under Te Pāti Māori and the Greens.
Someone living in a rural community Mobile health services under NZ First and broader community-service expansion proposed by other parties.

Importantly, these are potential outcomes if the proposals are implemented, not guaranteed immediate changes.

3. Addiction policy: where are the biggest differences?

The NZ Drug Foundation's October 2026 election survey highlights some particularly important differences.

Policy proposal Party positions
Increase addiction treatment funding National, Greens and TOP: Yes. Labour: Will consider.
Expand drug checking National, Greens and TOP: Yes. Labour: Will consider.
National take-home naloxone scheme Greens and TOP: Yes. National and Labour: Will consider.
Decriminalise personal drug possession Greens: Yes. Labour and TOP: Will consider. National: No.
Trial an overdose prevention centre Greens and TOP: Yes. National: No. Labour: Unsure.
Replace the Misuse of Drugs Act with health-oriented legislation Greens and TOP: Yes. National: No. Labour: Will consider.

NZ First and Te Pāti Māori did not respond to the Drug Foundation's questionnaire by its deadline. ACT provided a separate statement rather than completing the questionnaire.

Election 2026: Where the parties stand on reducing drug harm

The distinction is significant:

  • Health-led approach: Greens and TOP favour moving further away from criminal penalties for personal drug use and towards treatment and harm reduction.
  • Treatment and enforcement approach: National emphasises treatment investment alongside disrupting drug supply and enforcement.
  • Middle-ground approach: Labour emphasises prevention, early intervention and specialist treatment, while leaving several proposed drug-law changes open for consideration.

4. What are the biggest issues whichever party wins?

There are some important challenges that election promises alone won't resolve.

The Mental Health and Wellbeing Commission's June 2026 roadmap identifies several areas requiring improvement:

  • People need to access help earlier.
  • Young people and Māori need better access to services.
  • Crisis services need to respond more effectively.
  • Community and specialist services need better coordination.
  • The mental health workforce needs to grow.
  • People with lived experience need a stronger voice in service design.

The Ministry of Health's new 2026–2036 Mental Health and Wellbeing Strategy also emphasises a more connected system, including a principle of no wrong door when people seek support. Roadmap for mental health, addiction, and wellbeing | Te Hiringa Mahara—Mental Health and Wellbeing CommissionWHAT WE HEARD

5. Overall comparison: what should voters look at?

If your priority is… Parties with particularly relevant proposals
Free mental health support Greens, Te Pāti Māori
More school and youth counselling NZ First, Greens
Earlier intervention and prevention Labour, Greens, TOP
Māori-led mental health services Te Pāti Māori, Greens, TOP
Addiction treatment investment National, Greens, TOP
Drug-law reform and harm reduction Greens, TOP
Community crisis response NZ First
Digital mental health services TOP

My overall assessment

There are three particularly important questions for voters:

  1. Will people get help sooner? More free services are valuable, but they need enough qualified staff to avoid long waiting lists.
  2. Will people get the right kind of help? Not everyone needs a psychiatrist or hospital admission. Accessible counselling, addiction support, peer workers and culturally appropriate community services are also important.
  3. Will the funding be sufficient and sustainable? Short-term initiatives won't fix a system that struggles to retain staff and provide consistent care.

One important qualification: these policies are not all equally detailed or fully costed, and coalition negotiations could change what is implemented.

Useful independent sources for comparing the promises:

The biggest takeaway is that the election is not simply about who promises to spend more on mental health. It is about whether New Zealand moves towards a system where people can get affordable, timely and appropriate help before they reach breaking point, and whether that support will be available regardless of where they live or their financial circumstances.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 2 November 2026 · shown as ChatGPT gave it, not a verified account

Gemini · No location

For the 2026 New Zealand general election: How do parties plan to improve mental health and addiction services, and what would change for people seeking help?

For the 2026 New Zealand general election, political parties have outlined distinct approaches to addressing mental health and addiction services, reflecting broader debates over primary healthcare access, funding models, and the balance between crisis response and early intervention.

The primary pathways proposed by major political blocs and what those changes would mean for individuals seeking help are outlined below:


1. Parties on the Left (e.g., Green Party, Te Pāti Māori, Labour-aligned initiatives)

  • Core Focus: Universal, free-access models and shifting the system toward early intervention, prevention, and culturally grounded care.
  • Proposed Changes:
    • Eliminating Therapy Waitlists & Free Care: The Green Party has campaigned on transitioning mental health, dental, and general practitioner care into fully publicly owned and free services, aiming to eliminate therapy waiting lists by training and employing more mental health professionals (such as psychologists, psychotherapists, and social workers).
    • Kaupapa Māori Solutions: Te Pāti Māori has proposed substantial multi-million-dollar investments specifically targeted at expanding Kaupapa Māori mental health services, free community-based mental health options, and growing the Māori health workforce.
    • Broader Primary Support: Initiatives from the left also emphasize tackling upstream determinants of mental distress, such as reducing economic barriers through free primary care scripts, doctor visits, and tighter controls on commercial drivers of harm like alcohol and tobacco.

2. Parties in Government / Center-Right (e.g., National, ACT, New Zealand First)

  • Core Focus: Maximising existing health funding efficiency, targeted workforce expansion, bolstering frontline general practice, and a newly established ministerial focus on mental health.
  • Proposed Changes:
    • Strengthening Primary and GP Care: Parties like ACT and National focus heavily on structural primary care support—such as boosting funding for General Practices, reducing administrative burdens on GPs, and incorporating health coaches to help bridge gaps in primary care.
    • Alternative and Integrated Health Delivery: New Zealand First emphasizes expanding care options outside traditional hospitals (such as extended-care paramedics and clinical telehealth services), alongside targeted approaches to metabolic and nutritional health interventions.
    • Targeted Addiction & Harm Reductions: While relying heavily on value-for-money metrics, various center-right figures have maintained support for evidence-based clinical rollouts (such as expanded access to specialized therapies approved via Medsafe).

What Would Change for People Seeking Help?

Depending on which policy platform is enacted, a person seeking mental health or addiction support could experience changes in the following areas:

  • Cost and Financial Barriers:
    • Under left-leaning proposals, individuals would see out-of-pocket costs heavily reduced or entirely removed for counseling, therapy, and primary practitioner visits.
    • Under center-right frameworks, financial relief is more likely to be channeled indirectly through broader primary health funding boosts, GP subsidies, and specialized workforce expansions rather than sweeping free-universal therapy models.
  • Wait Times and Access Points:
    • Proposals focused on workforce scaling aim to shorten extensive wait times for specialist psychological therapies.
    • Alternative pathways—such as telehealth services, community paramedic mental health response units, and health coaches embedded in general practices—aim to give people entry points to care before their conditions reach a acute crisis stage.
  • Cultural Safety and Choice:
    • For Māori and Pacific communities, an increased emphasis on Kaupapa Māori-led services means greater availability of culturally aligned, whānau-centered mental health and addiction treatment facilities rather than strictly conventional clinical models.
Ask Gemini

Gemini is AI and can make mistakes.

Captured 2 November 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

For the 2026 New Zealand general election: How do parties plan to improve mental health and addiction services, and what would change for people seeking help?

As part of the lead-up to the 2026 New Zealand general election, political parties have outlined distinct approaches to addressing mental health and addiction services across Aotearoa. According to evaluations and policy breakdowns from the Mental Health Foundation, while most parties agree that urgent action and better support—particularly for children and young people—are necessary, they diverge significantly on how to resource, deliver, and structure these services.

Party-by-Party Approaches and Proposed Changes

  • National and New Zealand First (Governing Parties)

  • Approach: The current government parties emphasize making existing health and mental health funding go further, continuing current school-based mental health initiatives, and expanding the scope of work for frontline primary care roles like pharmacists. They have also established a specific ministerial portfolio for mental health.

  • What would change for people seeking help: People can expect a continued reliance on established front-line and school-based access channels. Rather than sweeping structural overhauls, the focus is on optimizing current service delivery, boosting prescription and medicine access, and leaning on integrated primary care workforces to ease waitlist strains.

  • The Green Party

  • Approach: The Green Party proposes comprehensive, free universal access to healthcare, explicitly including mental health services. Their manifesto outlines eliminating therapy waitlists entirely by heavily investing in training and directly employing more mental health professionals, such as psychologists, social workers, psychotherapists, and occupational therapists. They also support transitioning privately funded services into fully publicly owned, free care.

  • What would change for people seeking help: For individuals navigating the system, this would mean the complete removal of cost barriers and a drastic reduction or elimination of therapy waitlists, backed by a significantly expanded public mental health workforce available across communities and integrated health settings.

  • Labour Party

  • Approach: Labour's broader health platform focuses on expanding universal primary care access, including policies targeting free GP visits which often serve as the first port of call for mental health triage and referral.

  • What would change for people seeking help: Reducing cost barriers to see a general practitioner would theoretically make it easier and cheaper for patients to seek early intervention, initial mental health assessments, and medication management without facing standard primary care fees.

  • ACT New Zealand

  • Approach: ACT’s health policy focuses on structural efficiency, increasing funding allocations for Pharmac and medicines, and expanding the scope of practice for pharmacists and alternative health providers to treat and manage conditions more flexibly.

  • What would change for people seeking help: Patients would experience alternative pathways for accessing pharmacological treatments and mental health-related medications, with community pharmacists enabled to take a larger role in managing ongoing care plans within streamlined regulatory frameworks.

Summary of What Changes for People Seeking Support

  • Cost and Access: Parties on the left (like the Greens and Labour) emphasize making primary care and specialized therapy entirely free or heavily subsidized to eliminate financial hurdles.

  • Service Delivery Models: Governing parties (National and NZ First) and ACT focus on maximizing existing infrastructure, expanding pharmacy/primary care scope, and school-based interventions rather than large structural creation.

  • Crisis and Youth Support: The Mental Health Foundation highlights that while public demand for youth and crisis support is at an all-time high, explicit, binding multi-year commitments to solve deep workforce shortages and wait times vary considerably by party.

Ask anything

Captured 2 November 2026 · shown as Google AI Mode gave it, not a verified account