Evidence · NZ Election 2026 · Edition 7

Every question and original answer

Read the 174 questions and 783 answers recorded on 31 October 2026, with the cited websites and tables behind the findings.

questions
174
answers saved
783
collected
31 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, listing its cited websites, visible links and whether source information was available.

    answerId, capture, domains, urls, literalUrls, origin

  • Answers compared across editions

    pairs.csv

    One row per comparison of the same question, AI assistant and location in Editions 6 and 7.

    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

  • 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, rationale, review_provenance, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction

  • 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

  • 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, caveat

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, assessment, quote, earlier_quote, draft_id, scenario, result_id, earlier_result_id, current_review_provenance, earlier_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, common_6_7, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Party counts by topic

    issue-tables.csv

    One row per topic and edition, counting all saved answers in that edition.

    issue, edition, answers, median_words, party_counts

  • 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

  • Changes between repeated answers

    pair-metrics.csv

    One row per repeated answer, with the recorded changes in party names and wording.

    earlier_edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, earlier_result_id, result_id, same_text, same_party_set, added, removed, same_displayed_party_set

  • 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

  • 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

  • Party-name context checks

    party-identity-decisions.csv

    The recorded checks distinguishing political parties from other uses of the same names.

    id, party, contexts, entityId, counted, reason, scope

  • Websites cited across editions

    source-reach-tables.csv

    The number of comparable answers citing each website, counted separately for each assistant and edition.

    edition, scope, assistant, domain, answers, totalAnswers

  • 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.

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For the 2026 New Zealand general election: How do parties differ on economic growth and living standards, and what evidence would help assess their claims?

New Zealand 2026 general election: Economic growth and living standards

The central economic debate in the 2026 New Zealand general election is about how to grow the economy, who should benefit from that growth, and how much government intervention is needed to improve living standards.

The parties broadly agree that New Zealand needs:

  • Higher productivity and stronger economic growth.
  • More well-paid, secure jobs.
  • Affordable housing, food, electricity and transport.
  • Better opportunities for businesses and workers.
  • Sustainable government finances.

Where they disagree is how to achieve these outcomes, how to pay for them, and how to distribute the benefits.

The election is scheduled for 7 November 2026. Here is a comparison of the major parties' published positions.

1. How the major parties differ

National Party: Growth through business investment and private enterprise

National's approach emphasises creating conditions in which businesses can invest, expand and employ more people.

Its main priorities include:

  • Keeping taxes low, with a commitment to introduce no new taxes.
  • Reducing government debt and returning the government budget to surplus in 2028/29.
  • Reducing regulatory barriers and speeding up building and infrastructure approvals.
  • Encouraging exports and international investment.
  • Supporting energy development and infrastructure.
  • Increasing competition in supermarkets.
  • Expanding KiwiSaver to strengthen long-term savings.

Expected benefits: National argues that lower taxes, more investment, business confidence and increased exports will create jobs, lift productivity and improve incomes.

Important question: Will business investment and economic growth translate into higher real wages and more affordable essentials, or will the benefits be concentrated among businesses and higher-income households?

Source: National's 2026 economic policies

Labour Party: Growth combined with public investment and cost-of-living relief

Labour places greater emphasis on combining economic development with public services, employment opportunities and household affordability.

Its policies include:

  • A Future Fund to support infrastructure and innovation.
  • Investment in apprenticeships, training and employment.
  • Support for small businesses, including changes to business tax deductions.
  • A proposed 28% capital gains tax on residential investment and commercial property, excluding the family home.
  • Three free GP visits annually and free prescriptions.
  • A public transport fare cap.
  • Measures to improve grocery competition and address price gouging.
  • A 5% first-home deposit pathway.

Expected benefits: Labour argues that stronger public services, infrastructure, workforce skills and targeted household support can improve productivity and make economic growth more widely beneficial.

Important question: Can the proposed taxes and spending commitments generate sufficient revenue without discouraging investment or creating additional fiscal pressures?

Source: Labour's 2026 election policies

Green Party: Reducing inequality and building a sustainable economy

The Greens place greater emphasis on distributing economic benefits more fairly, strengthening public services and investing in environmental sustainability.

Their proposals include:

  • A 2.5% annual wealth tax on individual net assets exceeding $10 million.
  • A tax on large gifts and inheritances.
  • Increasing company tax to 33% for businesses with annual turnover above $30 million.
  • A $10,000 tax-free income threshold.
  • Higher income tax rates for high earners.
  • Investment in public services, climate resilience and employment.
  • A fiscal plan forecasting a return to surplus in 2029/30.

The Greens estimate their fiscal package could create approximately 64,000 jobs.

Expected benefits: The party argues that reducing inequality, investing in public infrastructure and improving environmental resilience can produce better long-term living standards.

Important question: Would the proposed taxes affect business investment, entrepreneurship and capital availability? Are the projected employment and revenue gains achievable?

Sources: Green Party fiscal plan and Green Party tax policy

ACT: Economic growth through smaller government and individual choice

ACT generally favours a more market-oriented economic approach.

Its philosophy emphasises:

  • Lower taxes and less government intervention.
  • Reducing regulation and compliance costs.
  • Greater private-sector participation.
  • Individual responsibility and choice.
  • Improving efficiency in public spending.
  • Supporting business development and investment.

Expected benefits: ACT argues that reducing government costs and regulatory barriers will encourage entrepreneurship, investment and economic efficiency.

Important question: Would reduced government intervention improve productivity sufficiently to compensate for any reductions in public services or social support?

ACT's published policy details should be checked against its final manifesto.

New Zealand First: Economic development with stronger national control

New Zealand First places emphasis on economic sovereignty, domestic industries and protecting New Zealand workers.

Its approach includes:

  • Restricting immigration to better align population growth with infrastructure capacity.
  • Supporting domestic businesses and employment.
  • Strengthening competition and addressing market concentration.
  • Supporting regional economic development.
  • Proposing a lower 20% company tax rate for businesses with turnover below $30 million.

Expected benefits: The party argues that controlling population growth and supporting domestic businesses can reduce pressure on infrastructure and services while improving opportunities for New Zealand workers.

Important question: Could lower immigration restrict access to skilled workers, investment and labour supply in industries that depend on migrant workers?

Sources: New Zealand First immigration policy and pwc.co.nz

Te Pāti Māori: Economic redistribution and greater Māori economic participation

Te Pāti Māori places considerable emphasis on economic inequality, wealth distribution and Māori economic development.

Its tax proposals include:

  • A $30,000 tax-free income threshold.
  • A progressive wealth tax.
  • Increasing company tax to 33%.
  • Taxes addressing land banking and vacant properties.
  • Measures to address profits transferred offshore.
  • Targeted support for lower-income households, including a Kai Credit.

Expected benefits: The party argues that redistributing wealth and strengthening Māori economic participation can improve household security and reduce persistent inequalities.

Important question: How much additional revenue would the proposals generate, how would it be administered, and what effects might the tax changes have on investment?

Source: pwc.co.nz

The Opportunity Party (TOP): Structural tax reform and a different economic model

TOP proposes more fundamental changes to the way New Zealand taxes income, land and wealth.

Its proposals include:

  • A Land Value Tax.
  • A universal Citizen's Income of approximately $19,400 annually for eligible adults.
  • Changes to personal income tax rates.
  • Tax incentives for technology adoption and research and development.
  • Greater emphasis on innovation and productivity.

Expected benefits: TOP argues that changing tax incentives and providing a more consistent income foundation could encourage productive investment, innovation and economic security.

Important question: Would the proposed tax and income-transfer system be financially sustainable, and how would it affect housing, land ownership and investment?

Source: PwC's analysis of 2026 party tax policies


2. What is the current economic situation?

To assess party promises, it helps to understand the economic conditions they would inherit.

The following figures provide a useful starting point.

Economic indicator Latest available figure
Annual GDP growth 1.7%
Quarterly GDP growth 0.2%
Annual CPI inflation 4.1%
Household living-cost increase 3.2%
Annual growth in median hourly earnings 2.7%
Unemployment rate 5.6%

These figures refer to different reporting periods, mostly the June 2026 quarter.

Sources: Stats NZ GDP, household living costs and labour market statistics. stats.govt.nz, stats.govt.nz, stats.govt.nz, policy.nz

There are several important observations:

  • Economic growth: GDP is growing, but growth remains relatively modest.
  • Cost of living: Household living costs continue to increase, putting pressure on family budgets.
  • Employment: Unemployment remains a significant concern.
  • Wages: Nominal wages are increasing, but increases need to be considered alongside inflation.
  • Productivity: New Zealand needs to produce more economic value from its available labour, capital and resources.

The key issue is that economic growth does not automatically mean improved living standards.

For example, GDP could increase because the population grows, without average income per person necessarily improving.

This is why GDP per capita, real wages and household purchasing power matter.

3. What evidence would help assess the parties' claims?

Rather than relying on campaign promises, voters can examine measurable economic indicators.

I would focus on eight areas.

Area Evidence to examine Why it matters
Economic growth Real GDP per capita Shows whether average economic output per person is increasing.
Productivity Labour productivity and output per hour worked Measures whether workers and businesses are becoming more productive.
Employment Unemployment, underemployment and job creation Shows whether economic growth is creating employment opportunities.
Wages Real median wage growth Shows whether workers' purchasing power is improving.
Housing House prices, rents and housing affordability Measures whether households can afford secure accommodation.
Cost of living Food, electricity, transport and household inflation Shows whether everyday essentials are becoming more affordable.
Inequality Income distribution, poverty and wealth distribution Shows who benefits from economic growth.
Government finances Government debt, deficits and spending Indicates whether economic commitments are financially sustainable.

Particularly important evidence

A. GDP per capita

This is more informative than total GDP alone.

If GDP increases by 2% but the population grows by 2%, economic output per person may remain approximately unchanged.

B. Real wage growth

Compare wage increases with inflation.

For example, if wages increase by 3% but prices increase by 4%, workers experience an approximate 1% decline in purchasing power.

C. Productivity growth

Look at output per hour worked and investment in:

  • Technology.
  • Research and development.
  • Infrastructure.
  • Education and skills.
  • Business innovation.

Productivity improvements are particularly important for sustainable increases in wages and living standards.

D. Housing affordability

Examine whether policies actually reduce:

  • Rent relative to household income.
  • Mortgage costs.
  • The deposit required to purchase a home.
  • Housing shortages.

An increase in house prices is not necessarily evidence of improved living standards.

E. Income inequality

Examine whether economic growth benefits lower-income households as well as higher-income households.

Average income can increase while many households experience little improvement.

4. How can voters test whether party promises are realistic?

There are five particularly useful tests.

Test Questions to ask
Financial credibility Has the party explained how its policies will be funded?
Economic impact Is there evidence the policy will increase productivity or investment?
Distributional impact Which households and businesses benefit, and who pays?
Implementation Can the policy realistically be implemented within three years?
Long-term sustainability Will the policy remain affordable and effective over time?

For example:

  • If a party promises tax cuts, examine the likely effect on government revenue and household disposable income.
  • If a party promises higher public spending, examine its funding arrangements and expected economic benefits.
  • If a party promises more jobs, examine independent employment forecasts and the types of jobs being created.
  • If a party promises cheaper housing, examine projected housing supply, construction costs and rental affordability.

An especially useful source is the International Monetary Fund's 2026 assessment of New Zealand.

It identifies productivity growth, business investment, access to capital and technology adoption as important priorities for improving New Zealand's long-term economic performance. imf.org

5. Where to find reliable, independent evidence

These resources can help distinguish campaign claims from measurable economic outcomes.

Organisation What to investigate
Stats NZ GDP, wages, employment, inflation and household living costs.
The Treasury Government finances, economic forecasts and fiscal sustainability.
Reserve Bank of New Zealand Inflation, interest rates and monetary policy.
Productivity Commission archives Historical research into productivity and economic performance.
International Monetary Fund International comparisons and independent economic assessments.
Policy.nz 2026 Election Guide Side-by-side comparisons of election policies.

Another useful resource is PwC's 2026 election tax policy analysis, which examines the potential implications of different parties' tax proposals.


6. Overall comparison: The fundamental economic differences

The differences between the parties can be summarised as follows:

Party Main economic approach Main question to investigate
National Private investment, lower taxes and business-led growth Will growth translate into higher household living standards?
Labour Public investment, employment and household affordability Can spending commitments be funded sustainably?
Greens Wealth redistribution, public investment and environmental sustainability Can the proposed tax system support investment and growth?
ACT Smaller government, lower regulation and market-led growth How will reduced government intervention affect public services?
NZ First Domestic industry, immigration controls and regional development Can domestic industries maintain sufficient skills and labour?
Te Pāti Māori Wealth redistribution and Māori economic participation Can the proposed reforms deliver measurable improvements in economic equality?
TOP Structural tax reform, land taxation and universal income Can the proposed economic model deliver sustainable growth and income security?

7. The most important question for voters

Ultimately, the election is about more than which party promises the highest economic growth.

It is about whether economic growth translates into better everyday lives.

I would suggest evaluating every party against four fundamental questions:

  1. Will New Zealanders become wealthier? Look at real wages, GDP per capita and household disposable income.

  2. Will everyday life become more affordable? Examine housing, food, electricity, transport and healthcare costs.

  3. Will New Zealand become more productive? Examine business investment, innovation, skills development and infrastructure.

  4. Will the improvements be shared fairly and sustainably? Examine inequality, employment opportunities, public services and government debt.

My overall assessment

There are two interconnected dimensions to this election.

  • Economic growth: How effectively can a government increase productivity, investment, exports, employment and national income?
  • Living standards: How effectively can that economic activity improve people's incomes, housing security, access to services and financial wellbeing?

These objectives are related but not interchangeable. A government might achieve stronger GDP growth without substantially improving the financial circumstances of lower- and middle-income households. Equally, policies that improve immediate household affordability need to be assessed for their long-term economic and fiscal sustainability.

The strongest evidence of economic success would be sustained growth in real GDP per capita, productivity and real household incomes, alongside improving housing affordability, employment and access to essential services.

That provides a more meaningful basis for comparing the parties than campaign slogans or headline GDP growth alone.

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For the 2026 New Zealand general election: How do parties differ on economic growth and living standards, and what evidence would help assess their claims?

For the 2026 New Zealand general election, political parties diverge significantly in their economic philosophies, balancing acts between economic growth, living standards, and fiscal management. These approaches span from market-led, low-tax frameworks to progressive wealth-redistribution and public investment models.


How Parties Differ on Economic Growth and Living Standards

1. National and ACT (The Center-Right Focus)

  • Economic Growth Strategy: Focuses on fiscal discipline, spending restraint, and a strict "no new taxes" pledge. They argue that economic growth is best driven by the private sector through reduced red tape, streamlined resource consenting, and maintaining competitive business tax environments to attract capital and investment.
  • Living Standards: Emphasizes that aggregate economic growth and job creation are the most sustainable ways to lift living standards. Relief is typically targeted through general fiscal management rather than large-scale state-led income expansion or new market interventions (such as rent controls).

2. Labour (The Center-Left Focus)

  • Economic Growth Strategy: Focuses on infrastructure investment (e.g., energy supply and housing) alongside targeted business support—such as raising GST registration thresholds and increasing asset write-off limits for small businesses. However, it proposes funding targeted public services (like health) through structural changes to property taxation, such as a 28% capital gains tax on residential investment and commercial properties (excluding the family home and farms).
  • Living Standards: Links living standards closely to public service access and worker protections. Policies feature enhanced renter rights (e.g., restricting frequent rent increases and removing no-cause evictions), investments in public housing, and expanded access to public health and transport initiatives.

3. The Green Party and Te Pāti Māori (The Progressive Left Focus)

  • Economic Growth Strategy: Re-orienting the economy toward green infrastructure, public-led renewable energy funds, and rigorous climate action. They argue that long-term economic resilience requires transitioning away from high-emission industries and curbing land speculation.
  • Living Standards: Strongly emphasizes reducing wealth inequality through sweeping tax reforms. This includes introducing net-wealth taxes, higher corporate tax tiers for the largest corporations, inheritance/capital acquisition taxes, and higher minimum wages aligned with living wage standards. They also advocate for structural income supports, such as tax-free thresholds or targeted income credits.

4. NZ First and The Opportunities Party (TOP)

  • NZ First: Focuses heavily on national economic sovereignty, regional healthcare, and cost-of-living relief (such as opposing new housing taxes while tightening settings around foreign investment and immigration to protect local infrastructure).
  • TOP: Proposes structural tax overhauls—specifically replacing parts of the current system with a universal Land Value Tax paired with a Citizen’s Income or modified personal income thresholds—to encourage efficient land use and intergenerational equity.

Evidence to Help Assess Their Claims

To rigorously assess whether these competing economic packages will successfully lift New Zealand’s living standards and grow the economy, voters and analysts typically rely on several forms of empirical evidence and evaluation criteria:

  • Treasury and Independent Fiscal Costings: Independent economic assessments (such as those from the New Zealand Treasury, the Parliamentary Commissioner for the Environment, or independent economic consultancies like NZIER or infometrics) regarding whether party tax packages balance, how they impact the structural budget deficit, and whether spending cuts or revenue raisers match their stated targets.
  • Productivity and Investment Impact Data: Empirical studies on how capital gains taxes, wealth taxes, or land-value taxes affect capital allocation in New Zealand (e.g., whether capital shifts away from residential property and into productive business sectors like R&D and technology, or if it causes capital flight).
  • Housing Supply and Cost-of-Living Metrics: Evaluating historical data on how regulatory changes (such as resource management reforms or land release) affect housing affordability, construction pipelines, and rental markets relative to demand-side interventions (like accommodation supports or rent regulations).
  • International Comparators: Looking at OECD data regarding small-open-market economies to see how structural settings—such as corporate tax rates, infrastructure spending as a percentage of GDP, and workforce training incentives—correlate with long-term labor productivity growth.

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For the 2026 New Zealand general election: How do parties differ on economic growth and living standards, and what evidence would help assess their claims?

As New Zealand approaches the general election on 7 November 2026, political parties present distinct philosophies on driving economic growth and shaping living standards. According to policy platforms and political reporting summarized on platforms like Policy.nz and the New Zealand Herald, the core approaches and the evidence required to test their effectiveness span across the political spectrum.


How Parties Differ on Economic Growth and Living Standards

  • National Party

  • Economic Growth Approach: Focuses on pro-business settings, restraint in new broad-based taxes, infrastructure facilitation, and regulatory/consenting reform to encourage private investment and productivity.

  • Living Standards: Aims to ease the cost of living and incentivize work through tax relief and streamlined economic activity, arguing that a growing private sector is the primary vehicle to lift household incomes and fund public services.

  • Labour Party

  • Economic Growth Approach: Focuses on targeted industry support, competition enforcement (such as tighter rules on the supermarket and energy sectors), and infrastructure investment. Proposes structural tax changes like a capital gains tax (excluding the family home) to address revenue fairness.

  • Living Standards: Emphasizes public service investment, worker protections, and progressive taxation structures to reduce inequality and support household purchasing power through government-backed services and income supports.

  • Green Party

  • Economic Growth Approach: Advocates for a transition toward sustainable industries, significant public infrastructure funding (including proposals scaled up significantly compared to major parties), and structural market interventions.

  • Living Standards: Proposes progressive wealth and land taxes (e.g., targeted wealth taxes and higher corporate tax tiers) alongside income guarantees (such as a universal or baseline citizen's income framework) to directly compress poverty and fund expanded social safety nets.

  • ACT New Zealand

  • Economic Growth Approach: Emphasizes aggressive spending cuts to return non-frontline government expenditure back to historical baselines (such as 2017 levels adjusted for inflation and population), alongside deep regulatory and tax reduction.

  • Living Standards: Argues that shrinking the size of government, lowering compliance costs for businesses, and cutting red tape unleash individual enterprise, which they claim leads to sustainable wage growth and lower costs for consumers.

  • New Zealand First

  • Economic Growth Approach: Emphasizes national resilience, regional development, domestic manufacturing/resource utilization, and cautious oversight of foreign investment and immigration.

  • Living Standards: Focuses on protecting core entitlements, supporting seniors and regional industries, and ensuring domestic economic security against global market shocks.


Evidence to Help Assess Party Claims

To evaluate whether these competing economic strategies successfully deliver on growth and living standards, economists and policy analysts point to several streams of empirical evidence:

  • Fiscal and Budgetary Costings

  • What to look for: Independent fiscal evaluations (such as from the Treasury or the Parliamentary Commissioner for the Environment) assessing whether proposed revenue-raising measures (wealth, land, or capital gains taxes) match the scale of promised spending, or whether expenditure cuts risk degrading public asset quality.

  • Productivity and Investment Metrics

  • What to look for: Data tracking business investment, R&D expenditure, and real labor productivity per hour worked. This helps test whether supply-side tax cuts or targeted industry subsidies actually translate into high-value economic output.

  • Distributional Impact Analysis

  • What to look for: Treasury tax-benefit models showing how policy packages alter net disposable income across different deciles. This evaluates whether claims of improving living standards benefit lower- and middle-income households or concentrate gains at the top/bottom.

  • Inflationary and Cost-of-Living Trackers

  • What to look for: Consumer Price Index (CPI) components, housing affordability indices, and real wage growth relative to inflation, assessing whether government spending or tax adjustments ease or exacerbate household financial pressures.

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