Methodology version: 1.0 — October 2026
Applies to: candidates, ballot measures, judges, elected offices, public-policy questions, and sherafy.com election guides

Most political guides begin too late.

They begin with candidates.

Or parties.

Or endorsements.

Or a proposition number followed by a list of organizations telling you how to vote.

The Sherafy Civic Outcomes Standard begins somewhere else:

What are we actually trying to accomplish for the people who have to live under the result?

That sounds almost embarrassingly obvious. It is not how a great deal of political analysis works.

In ordinary political life, people often begin with identity and reason backward. Democrats know the Democratic position. Republicans know the Republican position. Advocacy organizations know the outcome they were created to advocate for. Campaigns know what their candidate needs voters to believe.

Then everyone goes looking for facts.

The Civic Outcomes Standard reverses the order.

We declare the values first. We establish what the government action or elected office can actually do. We identify the relevant evidence. We separate established facts from estimates, claims, inference, and unknowns. We compare the choice with realistic alternatives. We examine who receives the benefits, who bears the costs, how strong the causal evidence is, whether the institution can actually implement the proposal, and what can go wrong.

Only then do we describe what the evidence implies.

The framework is not politically neutral in the sense of having no values. No serious political analysis is value-free.

It is neutral in a more useful sense:

No party, ideology, candidate, institution, corporation, union, activist group, or government agency receives a presumption that its preferred mechanism is correct.

A policy associated with the left does not become effective because its purpose is compassionate.

A policy associated with the right does not become efficient because its purpose is fiscal restraint.

A government program is not successful because it spends money on an important problem.

A tax cut is not successful merely because taxpayers keep more money.

A regulation is not successful because the harm it targets is real.

Deregulation is not successful because compliance costs are real.

Intent is evidence about intent.

It is not evidence about outcomes.

That distinction is the foundation of the Civic Outcomes Standard.

The name: Civic Outcomes Standard

We chose Civic Outcomes Standard, or COS, because the name states what the method is supposed to do without requiring a voter to adopt a partisan identity.

Civic means the analysis concerns the shared institutions, rules, resources, rights, responsibilities, and decisions through which people live together.

Outcomes means we care about what happens in the real world, not merely what a proposal is called, which coalition supports it, or what its authors intended.

Standard means the same evidentiary rules apply when the result helps our prior beliefs and when it hurts them.

This methodology is adapted from the Objectivity AI framework developed by Fabled Sky Research and extended by sherafy.com specifically for elections, public policy, and civic decision-making.

Objectivity AI contributes the core evidentiary discipline: distinguish verified facts, disputed claims, reasonable inference, and unknowns; follow evidence backward toward primary sources; do not manufacture symmetry where the evidence is unequal; and do not manufacture certainty where the evidence is incomplete.

The Civic Outcomes Standard adds a public-policy layer:

Even when the facts are known, how do we evaluate what those facts mean for the people who must live with the decision?

That requires an explicit theory of what counts as a desirable civic outcome.

The framework’s public-interest baseline

The Civic Outcomes Standard begins from a deliberately broad proposition:

A healthy political system should improve people’s ability to live safe, healthy, free, materially secure, meaningful lives while preserving the institutions and resources that allow future generations to do the same.

That baseline is intentionally wider than GDP.

Economic growth matters enormously. So do wages, housing, employment, productivity, prices, investment, and entrepreneurship.

But a society can become richer on paper while housing becomes inaccessible, preventable illness rises, public institutions deteriorate, political power becomes increasingly concentrated, or the gains from growth accrue almost entirely to a narrow segment of the population.

Likewise, a society can pursue equality so mechanically that it damages productive capacity, freedom, innovation, or the very tax base required to sustain public goods.

The objective is not equality at any cost.

It is not growth at any cost.

It is broadly shared human flourishing within a society capable of sustaining it.

The OECD’s Well-being Framework reflects a similar analytical insight: economic output alone does not tell us whether life is improving, for whom it is improving, or whether those gains can be sustained. The OECD therefore examines material conditions, quality of life, inequalities in outcomes, and the resources needed for future well-being.

Our civic baseline therefore includes several commitments:

• People should have a meaningful opportunity to build stable and productive lives.
• Preventable suffering is a legitimate concern of public policy.
• Civil liberties and equal treatment matter independently of aggregate economic benefit.
• Public safety matters, including protection from both private violence and unjustified state coercion.
• Prosperity should be broadly accessible rather than structurally reserved for people who already possess wealth or political power.
• Extreme inequality matters when it damages health, mobility, opportunity, social stability, market competition, or political equality.
• Government should be capable of delivering the things it promises.
• Public resources should be treated as scarce even when the purpose of spending is admirable.
• Markets should be evaluated by how well they produce useful competition and human welfare, not treated as inherently virtuous or inherently exploitative.
• Environmental costs, infrastructure depletion, debt, institutional damage, and other burdens cannot simply be shifted to people who are too young to vote today.
• Political power should remain accountable, contestable, transparent, and constrained by law.

A reader does not have to weight every one of those goals exactly as sherafy.com does.

That is important.

The point of an explicit baseline is not to smuggle ideology into analysis. It is to prevent ideology from being smuggled in invisibly.

If a reader cares more about one value and less about another, the analysis should still be useful because the underlying effects remain visible.

The reader can change the weights.

They should not have to reconstruct the facts.

Objectivity is not the absence of values

This deserves its own section because political discussions routinely confuse objectivity with moral emptiness.

Evidence cannot tell us what ultimate goals we must care about.

A spreadsheet cannot prove that liberty matters.

A randomized trial cannot establish that human dignity has moral worth.

An econometric model cannot determine the proper balance between privacy and security without some prior judgment about the importance of each.

Those are normative questions.

But once a society decides that it cares about an outcome, evidence becomes indispensable.

If we care about reducing homelessness, evidence can help determine which interventions actually reduce homelessness.

If we care about reducing crime, evidence can help distinguish policies that reduce victimization from policies that merely increase punishment.

If we care about educational opportunity, evidence can help determine whether a program improves student outcomes and for whom.

If we care about housing affordability, evidence can help determine whether a subsidy increases effective purchasing power, whether its benefits capitalize into prices, whether new construction increases supply, and which households ultimately gain.

If we care about environmental protection, evidence can help measure the damage, compare interventions, identify externalities, and estimate what a regulation costs relative to the harm it prevents.

The philosophical tradition of public justification asks, in different forms, how the exercise of political power can be justified to the people subject to it. The related idea of the common good asks citizens to reason from interests and institutions they share despite substantial disagreement over politics, religion, and the good life.

The Civic Outcomes Standard is not a new theory of political philosophy.

It is a practical editorial method built for the place where those problems become concrete:

There is an election. There are actual choices. What do we know about what each one is likely to do?

The standard in one sentence

The full methodology can be summarized this way:

Define the real choice, state the public goals openly, establish the baseline, follow the strongest available evidence, compare realistic alternatives, examine the effects across ten civic lenses, identify uncertainty and tradeoffs, and never substitute partisan identity for causal analysis.

Everything else follows from that.

The evidence protocol

Before sherafy.com evaluates consequences, we first determine what we actually know.

Every consequential factual claim should fall into one of the following categories.

Verified fact

Directly supported by reliable evidence such as statutory text, official records, audited financial information, high-quality datasets, court records, original research, documented votes, or other strong primary evidence.

Well-supported finding

Supported by a substantial body of credible evidence but not literally provable in the way a date, vote, expenditure, or statutory provision may be.

This category often applies to scientific, economic, or social-science conclusions.

Disputed claim

A material claim for which credible disagreement exists or for which an interested party’s assertion has not been independently established.

The fact that a campaign says something is a verified fact about what the campaign says.

It does not make the underlying allegation verified.

Reasonable inference

A conclusion not directly documented but supported by evidence such as incentives, chronology, behavior, comparable outcomes, institutional structure, financial relationships, or multiple corroborating facts.

Inference must be labeled as inference.

Unknown

The available evidence is insufficient to support a responsible conclusion.

“Unknown” is an answer.

It is often the most honest one.

Value judgment

A conclusion that depends substantially on moral priorities or on how competing legitimate values are weighted.

Value judgments should not be disguised as empirical facts.

Evidence quality and confidence are separate from political desirability

For material findings, sherafy.com should identify confidence as high, moderate, low, or indeterminate when doing so meaningfully helps the reader.

That confidence describes the evidence.

It does not describe whether we like the result.

A policy can have:

• strong evidence of a small beneficial effect;
• weak evidence of a potentially large beneficial effect;
• strong evidence of a serious tradeoff;
• substantial uncertainty in both directions.

Those are very different propositions.

We do not collapse them into one number.

Evidence hierarchy

The source closest to the fact generally deserves the most weight, although no source is automatically infallible.

The preferred order is:

1. Legal text and primary public records
2. Original datasets, audits, financial records, and administrative data
3. Original scientific and social-science research
4. Systematic reviews and high-quality evidence syntheses
5. Court opinions and filings for legal questions
6. Independent institutional analysis
7. High-quality original journalism
8. Specialist reporting and credible expert analysis
9. Campaigns, advocacy groups, unions, trade groups, corporations, political parties, and government press releases as evidence of what those actors claim
10. Unverified social-media assertions and anonymous claims as leads, not conclusions

A source’s institutional prestige is not a substitute for evaluating its method.

Likewise, a source’s political affiliation does not automatically invalidate accurate evidence.

We ask what the source actually establishes.

The counterfactual rule: compared with what?

One of the most common failures in policy argument is comparing an imperfect reality with an imaginary perfect alternative.

A housing program costs money.

Compared with what?

A criminal-justice reform creates risk.

Compared with what?

A regulation imposes compliance costs.

Compared with what?

Doing nothing is not necessarily free.

Maintaining the status quo is itself a policy choice with costs, benefits, risks, and distributional effects.

The correct comparison is therefore not:

Is this proposal good?

It is:

What is likely to happen under this proposal compared with the most realistic alternative?

The U.S. Government Accountability Office distinguishes among process, outcome, and impact evaluation. Impact evaluation asks the crucial causal question: what effect did a program have compared with what would have happened in its absence?

That counterfactual discipline is mandatory under the Civic Outcomes Standard.

The ten substantive lenses

Every significant election choice should be examined through the same ten lenses.

Not every lens will matter equally in every race.

A county assessor and a governor do not exercise the same powers. A judicial retention election is not a bond measure. A school-board race should not be forced through questions relevant only to foreign policy.

But the analyst must consider every lens and explain why a lens is material or immaterial rather than silently ignoring inconvenient effects.

1. Human welfare

What happens to people’s actual lives?

This is the broadest lens and the reason the others exist.

Relevant indicators may include:

• mortality and life expectancy;
• physical and mental health;
• crime and victimization;
• housing stability;
• food and energy security;
• educational attainment;
• environmental exposure;
• transportation access;
• family stability;
• disability access;
• time burdens;
• economic insecurity;
• subjective well-being when reliable measures exist.

The framework asks both how many people are affected and how severely.

Saving one person from catastrophic harm can matter more than providing a trivial convenience to thousands.

Likewise, a program serving a sympathetic population is not assumed effective merely because its intended beneficiaries have legitimate needs.

Need establishes the importance of the problem. It does not establish the effectiveness of the solution.

2. Distribution and inequality

Who gains, who pays, and where do the effects land?

A policy that increases total economic output can still impose severe losses on people least capable of absorbing them.

A policy described as redistributive can also produce benefits that are captured by landlords, incumbent firms, asset owners, contractors, or higher-income households rather than the people named in the legislation.

We therefore examine:

• income groups;
• wealth groups;
• renters and homeowners;
• workers and employers;
• consumers and producers;
• geographic communities;
• racial or demographic disparities when materially relevant;
• age and generation;
• people with disabilities;
• small firms versus incumbent firms;
• concentrated benefits versus diffuse costs;
• concentrated costs versus diffuse benefits.

The OECD’s well-being work explicitly examines both aggregate outcomes and how those outcomes are distributed across populations.

The Civic Outcomes Standard adopts the same principle:

An average can improve while millions of people become worse off.

Distribution is not an optional footnote.

3. Civil liberties and equal treatment

What power is being exercised over people, and what protects them from abuse?

This lens examines:

• due process;
• equal protection;
• privacy;
• speech;
• association;
• religious liberty;
• bodily autonomy;
• property rights;
• search and surveillance;
• detention and punishment;
• voting and political participation;
• discrimination;
• access to courts;
• procedural fairness.

Not every right is absolute, and rights can conflict.

Public safety can justify some coercion.

Tax systems necessarily compel payment.

Regulations constrain conduct.

Courts restrict liberty after lawful convictions.

The question is not whether government power exists.

It is whether the power is lawful, necessary, proportionate, reviewable, and protected against predictable abuse.

As coercion becomes more severe or difficult to reverse, the evidentiary and procedural burden should rise.

4. Economic and material effects

What happens to production, prices, jobs, wages, housing, competition, and household finances?

Economic analysis is not synonymous with asking whether businesses like a policy.

Nor is economics synonymous with maximizing GDP.

We examine:

• employment;
• wages and compensation;
• consumer prices;
• housing costs and supply;
• productivity;
• investment;
• innovation;
• market entry;
• competition;
• monopoly or monopsony power;
• entrepreneurship;
• labor mobility;
• household disposable income;
• insurance and risk;
• externalities;
• long-run productive capacity.

A worker protection can create compliance costs and still produce net social value.

A tax reduction can increase investment and still worsen a fiscal problem.

A regulation can correct a market failure or entrench incumbents.

A subsidy can solve an access problem or simply bid up the price of a constrained asset.

There is no ideological shortcut.

We trace the mechanism.

5. Fiscal reality and opportunity cost

What does this cost, who ultimately finances it, and what else could the same resources do?

Public money is finite.

That remains true when the proposed expenditure is morally compelling.

Fiscal analysis includes:

• direct public cost;
• administrative cost;
• debt service;
• revenue source;
• tax incidence;
• fees and indirect charges;
• long-term liabilities;
• pension or benefit commitments;
• maintenance obligations;
• displacement of other spending;
• cost per achieved outcome;
• existing spending on the same problem;
• realistic opportunities to improve efficiency.

This lens also rejects a common rhetorical trick from both sides.

Government spending is not automatically a benefit merely because money was spent.

Government spending is also not automatically waste merely because the number is large.

The question is:

What public value is produced per unit of scarce resources, compared with available alternatives?

OMB’s benefit-cost guidance requires analysts to identify benefits and costs, account for uncertainty, and examine distributional effects. Even when not every consequence can responsibly be monetized, making costs, benefits, assumptions, and uncertainty explicit improves analysis.

6. Institutional integrity and democratic accountability

What does the choice do to the institutions through which society governs itself?

A policy can produce an attractive short-term outcome while creating a dangerous institutional precedent.

This lens examines:

• corruption risk;
• conflicts of interest;
• transparency;
• auditability;
• campaign-finance relationships;
• procurement integrity;
• oversight;
• checks and balances;
• separation of powers;
• rule of law;
• political capture;
• independent review;
• public-record access;
• enforcement discretion;
• accountability for failure;
• democratic responsiveness.

This does not mean every procedural violation outweighs every substantive outcome.

It means institutional damage has a real cost.

A society repeatedly willing to break its own safeguards for causes it considers urgent will eventually create powers that can be used by people it does not trust.

7. Evidence of effectiveness

Is there a credible reason to believe the proposed mechanism will produce its claimed outcome?

This is where good intentions most often meet reality.

We ask:

• What is the theory of change?
• What causal link connects the action to the promised result?
• Has something similar been tried?
• What happened?
• Are the comparison cases genuinely comparable?
• Is the evidence experimental, quasi-experimental, observational, modeled, anecdotal, or purely theoretical?
• Has the result replicated?
• Are effect sizes practically meaningful?
• Does the evidence apply at the proposed scale?
• What does the strongest contrary evidence show?

A policy does not receive credit because its goal is important.

The more important the goal, the more important it is to determine whether the mechanism works.

8. Implementation and administrative capacity

Can the responsible institution actually do this?

A law on paper and a functioning program are different things.

Implementation analysis asks:

• Which agency or official is responsible?
• Does that institution have legal authority?
• Does it have the staffing and expertise?
• What technology or infrastructure is required?
• What procurement is necessary?
• How long will implementation realistically take?
• What compliance burden falls on citizens or businesses?
• How will eligibility be determined?
• How will fraud and error be controlled?
• Can the program reach the people it is designed to serve?
• Is enforcement realistic?
• What happens when the system encounters edge cases?

GAO’s evidence-based policymaking work emphasizes not only whether programs achieve results but whether agencies build evidence, monitor performance, and use what they learn to improve implementation.

The Civic Outcomes Standard treats administrative competence as a policy variable, not an afterthought.

9. Unintended consequences and behavioral response

What happens after people adapt to the rule?

People respond to incentives.

Businesses change prices and practices.

Agencies learn how to protect their budgets.

Criminal networks route around enforcement.

Consumers substitute.

Developers redesign projects.

Interest groups discover loopholes.

Recipients alter behavior.

Politicians exploit ambiguities.

The question is not merely what a law commands.

It is what the system is likely to do once the law exists.

We look for:

• price pass-through;
• avoidance and evasion;
• black markets;
• regulatory arbitrage;
• displacement effects;
• rebound effects;
• chilling effects;
• moral hazard;
• rent-seeking;
• administrative gaming;
• capture;
• perverse incentives;
• effects on supply;
• effects on people just outside an eligibility threshold.

The United Kingdom’s Green Book appraisal framework explicitly requires serious treatment of risk, uncertainty, distributional effects, sensitivity to assumptions, and the well-documented tendency for project appraisals to be overly optimistic.

That is a useful discipline regardless of jurisdiction.

The promised case is not the only case we analyze.

10. Reversibility, resilience, and future lock-in

If we are wrong, how hard is this to fix?

This final lens changes the burden of proof.

Some decisions are easily revised.

Others create:

• constitutional lock-in;
• irreversible environmental effects;
• large sunk costs;
• long-lived debt;
• entrenched bureaucracies;
• legal precedents;
• permanent surveillance infrastructure;
• dependency on a funding stream;
• land-use patterns that persist for decades;
• technology systems that are expensive to replace.

Under uncertainty, flexibility has value.

That does not mean temporary policy is always better.

Stable rules can encourage investment, protect rights, and prevent constant political interference.

But when evidence is weak and the cost of reversal is enormous, the standard should demand a stronger case than it would for a limited pilot, sunset provision, or easily amended statute.

The 2026 Green Book specifically discusses sequential decision-making, irreversible or costly-to-reverse choices, and the value of preserving flexibility as new information arrives.

Our rule is straightforward:

The more irreversible the decision, the less comfortable we should be pretending uncertainty does not exist.

Four cross-cutting tests

The ten lenses tell us what to examine.

Four additional tests tell us how to keep the analysis honest.

The party-switch test

Imagine the same policy, evidence, executive power, court theory, or fiscal maneuver proposed by the opposing party.

Would we apply the same standard?

If not, why not?

Sometimes context genuinely changes the analysis.

But if the only changing variable is the partisan label, we have found a bias problem.

The strongest-opposition test

We do not rebut the stupidest argument against our preferred position.

We find the strongest one.

If serious critics raise an empirical concern, we investigate it.

If the concern survives scrutiny, we say so.

If it does not, we explain why.

A guide that can defeat only social-media caricatures is not rigorous.

The falsifiability test

What evidence would materially change our assessment?

If there is no possible answer, then the conclusion is not functioning as an empirical judgment.

It may be a moral commitment, which should be labeled honestly.

The symmetry test

Objectivity does not require equal treatment of unequal evidence.

If one claim is supported by extensive high-quality evidence and another by speculation, presenting them as equivalent is not neutrality.

It is distortion.

The Civic Outcomes Standard therefore rejects both partisan favoritism and false balance.

Candidate analysis requires a different tool than policy analysis

Candidates are not propositions.

A candidate brings an uncertain bundle of future decisions, appointments, management choices, negotiations, emergencies, and political incentives.

For candidate races, the Civic Outcomes Standard therefore adds several specific questions.

What can the office actually do?

Campaigns routinely promise actions outside the legal or practical authority of the office being sought.

We begin with jurisdiction.

What has the candidate actually done?

When a meaningful record exists, behavior receives more weight than rhetoric.

We examine votes, executive decisions, budgets, litigation, management history, audits, official findings, public records, and measurable outcomes in context.

Does the candidate demonstrate administrative capacity?

Ideological alignment cannot compensate for an inability to run the institution.

Competence is not politically glamorous.

It is enormously important.

What powers would this person control?

Appointments, prosecutorial discretion, emergency authority, contracting, enforcement, vetoes, rulemaking, agenda setting, and control of information can matter more than campaign slogans.

Are there material integrity concerns?

Conflicts of interest, corruption findings, deception, misuse of authority, ethics violations, contempt for lawful oversight, or documented patterns of misconduct are relevant because officeholders exercise power over people who did not vote for them.

Allegations are not treated as findings.

Findings are not softened into allegations.

What does the candidate’s coalition tell us?

Endorsements and donors are contextual evidence, not automatic proof of what a candidate will do.

But a candidate’s advisers, funders, political allies, institutional backers, and likely appointees can reveal incentives and governing constraints that campaign websites omit.

Ballot measures require legal analysis before political analysis

Ballot measures are especially vulnerable to slogan-based reasoning because voters often encounter only a title, a television advertisement, and a paragraph in a voter guide.

For every significant measure, sherafy.com should establish:

1. What does the legal text actually change?
2. What happens if it passes?
3. What happens if it fails?
4. What is the realistic status-quo baseline?
5. Who pays directly and indirectly?
6. Who is expected to benefit?
7. What does the nonpartisan fiscal analysis say?
8. What evidence supports the policy mechanism?
9. Who funded the campaign, and what material interests do they have?
10. What are the strongest arguments on both sides?
11. What is uncertain?
12. Can ordinary legislation repair mistakes, or does the measure create constitutional or financial lock-in?

A ballot measure should never receive a favorable presumption because its title contains words like schools, safety, rights, taxpayer protection, affordability, accountability, victims, or environment.

Those words identify values.

The legal text determines the mechanism.

Judges require a judicial standard, not a partisan standard

Judicial elections and retention votes create a special problem.

A judge’s role is not to produce whichever policy outcome a voter prefers.

For judges, the Civic Outcomes Standard emphasizes:

• ethical record;
• conflicts of interest;
• disciplinary findings;
• legal competence;
• fidelity to governing law;
• procedural fairness;
• due process;
• quality and clarity of legal reasoning;
• appropriate treatment of precedent;
• independence from improper political pressure;
• respect for the limits of judicial authority;
• professional evaluations where methodology is credible.

A ruling that produces an outcome we dislike is not, by itself, evidence of judicial misconduct or incompetence.

Likewise, “following the law” cannot be used as a magic phrase to immunize demonstrably poor reasoning or ethical problems.

The evidence still has to be examined.

Campaign money is context, not a verdict

Money matters in politics.

It can purchase access, advertising, organizational capacity, legal talent, polling, consultants, and the ability to repeat a message until it becomes familiar.

Financial interests can also reveal who expects to gain or lose from a policy.

For those reasons, campaign funding belongs in serious election analysis.

But the Civic Outcomes Standard rejects a lazy inference:

Bad person funded this, therefore the policy is bad.

A pharmaceutical company can support a policy that is medically sound.

A labor union can support a policy that genuinely improves working conditions.

A billionaire can oppose a badly designed tax.

A police association can make a valid public-safety argument.

An environmental group can be wrong about an environmental mechanism.

Interested parties do not lose the ability to be factually correct.

Their interests tell us to scrutinize the claim.

They do not tell us what the answer must be.

We do not convert politics into a fake precision score

A great temptation in evidence-driven analysis is to make everything quantitative.

Give each candidate 82.4 points.

Give a proposition 73 out of 100.

Declare a winner.

That looks objective.

Often it is merely subjectivity with decimals.

A numerical score requires weights.

How much is privacy worth relative to a projected 0.3 percent reduction in some cost?

How many points should a candidate lose for an ethics concern compared with administrative competence?

How should a modest aggregate economic gain be weighed against a concentrated loss imposed on a vulnerable population?

Those are partly value judgments.

We will not hide them inside arithmetic.

Instead, sherafy.com election analysis should report, when the evidence permits:

• direction of effect;
• estimated magnitude;
• population affected;
• distribution of benefits and costs;
• time horizon;
• evidence quality;
• confidence;
• material uncertainty;
• important value conflicts;
• reversibility.

Readers should be able to see the machinery.

The burden of proof rises with power, cost, and irreversibility

Not every political decision requires the same amount of evidence.

A one-year pilot program with a small budget is different from a permanent constitutional amendment.

A minor licensing adjustment is different from imprisonment.

A reversible administrative rule is different from issuing billions of dollars in long-term debt.

The Civic Outcomes Standard therefore uses a graduated burden of proof.

The case should become stronger as a proposal becomes:

• more coercive;
• more expensive;
• more difficult to reverse;
• more constitutionally significant;
• more dependent on uncertain forecasts;
• more likely to affect fundamental rights;
• more likely to create large irreversible harms if its assumptions are wrong.

This is not an argument for paralysis.

Doing nothing can itself produce large and irreversible harm.

The burden applies to the choice among alternatives, not only to action.

Status quo is not the neutral option

This rule matters enormously.

People often demand exhaustive proof before changing an existing system while requiring almost no evidence that the existing system deserves to continue.

That is status-quo bias masquerading as caution.

If the current system is producing preventable deaths, unaffordable housing, failing infrastructure, excessive incarceration, pollution, fiscal instability, monopoly pricing, educational failure, or rights violations, maintaining it has consequences too.

The correct comparison is:

change versus continuation, with both evaluated seriously.

How sherafy.com will present uncertainty

Political campaigns hate uncertainty.

Our methodology requires it.

Where evidence is strong, we should say it is strong.

Where estimates depend heavily on assumptions, show the assumptions.

Where credible studies conflict, explain why.

Where a forecast could plausibly move in several directions, give the range rather than selecting the number most favorable to a narrative.

Where an effect cannot currently be known, say so.

The UK Green Book’s use of sensitivity analysis is useful here: ask what happens when important assumptions change, and identify the point at which a conclusion would change.

For sherafy.com, the reader-facing version is simple:

What would have to be different for this conclusion to stop being true?

That question is often more informative than another paragraph of political argument.

The final analysis record

When the Civic Outcomes Standard is applied to a candidate, proposition, or major policy choice, the finished analysis should allow a reader to recover the reasoning.

At minimum, it should contain:

The actual choice

What legally or institutionally changes?

The baseline

What happens without the proposed change?

The stated goal

What problem is the candidate or measure trying to solve?

The mechanism

How is the proposal supposed to cause the desired outcome?

The evidence

What supports or undermines that causal story?

The ten-lens review

What are the material effects on welfare, distribution, rights, economics, fiscal conditions, institutions, effectiveness, implementation, unintended consequences, and reversibility?

Who benefits and who bears the cost

Not merely who is named in the campaign.

Strongest case for

The best serious argument, not campaign fluff.

Strongest case against

The best serious criticism, not partisan caricature.

Conflicts and interested parties

Including funding when material.

Unknowns

What cannot responsibly be established.

Confidence

How strongly does the available evidence support the important findings?

What would change the analysis

The assumptions or new evidence that could materially alter the assessment.

That record allows disagreement without forcing the reader to start from scratch.

Who this standard is for

This standard is not only for people who call themselves progressive.

It is not only for Democrats.

It is not a centrist project either.

Centrism can become its own shortcut if it assumes the truth must lie halfway between two political coalitions.

Sometimes one side is substantially more correct.

Sometimes neither is.

Sometimes the disagreement is mostly about values.

Sometimes people share the same goal and have radically different beliefs about causation.

The Civic Outcomes Standard is for the voter who can say:

I have values. I want society to work. I also want to know whether the thing being sold to me actually works.

That voter might be liberal.

Conservative.

Libertarian.

Social democratic.

Moderate.

Independent.

Politically homeless.

Or simply tired of discovering that every “voter guide” is an endorsement sheet wearing glasses.

People who disagree politically often still want many of the same basic things: physical safety, economic security, opportunity for their children, decent infrastructure, freedom from arbitrary power, access to competent institutions, communities that function, and some confidence that tomorrow will not be worse because today’s leaders consumed everything in reach.

They disagree over priorities.

They disagree over causes.

They disagree over what government should do.

They disagree over what markets can solve.

They disagree over risk.

Those disagreements are real.

The purpose of the framework is not to erase them.

It is to locate them accurately.

If two people agree on the evidence but weight liberty and security differently, that is a values disagreement.

If they agree on the goal but disagree about whether rent control reduces housing supply, that is an empirical disagreement.

If they agree about both but disagree about whether a city can administer a complicated program competently, that is an implementation disagreement.

Those conversations become much more productive once we stop pretending they are all the same kind of disagreement.

What this standard is not

It is not an algorithm that can replace judgment.

It is not a machine for proving that sherafy.com‘s politics are correct.

It is not “both sides” journalism.

It is not anti-government.

It is not pro-government.

It is not pro-market or anti-market.

It is not a demand that every human value be converted into dollars.

It is not a requirement that uncertainty prevent action.

And it is not a promise of perfect objectivity.

Human beings choose the questions.

Human beings choose what outcomes matter.

Human beings interpret evidence.

Human beings can make mistakes.

The purpose of a standard is not to pretend those limitations disappear.

It is to make the reasoning auditable enough that mistakes can be found.

That may be the most important feature of the entire project.

A political methodology should contain a mechanism for discovering that its authors were wrong.

Otherwise it is not an analytical framework.

It is an ideology.

Our commitment

Every sherafy.com election guide built under the Civic Outcomes Standard should be held to the same promise:

We will state our values instead of hiding them.

We will not treat party affiliation as evidence.

We will distinguish goals from mechanisms.

We will compare proposals with realistic alternatives, including the real costs of the status quo.

We will follow claims back toward the strongest available evidence.

We will distinguish verified facts, disputed claims, inference, uncertainty, and value judgments.

We will examine who actually benefits and who actually pays.

We will count fiscal costs even when we support the goal.

We will count human and institutional costs even when they do not fit neatly in a spreadsheet.

We will scrutinize implementation rather than assuming legislation becomes reality when the governor signs it or voters approve it.

We will look for second-order effects and incentives.

We will demand more evidence as coercion, cost, risk, and irreversibility increase.

We will not create false balance when the evidence is lopsided.

We will not create false certainty when it is not.

We will correct the record when better evidence changes the answer.

And above all:

No political tribe gets evidentiary credit for good intentions.

The people living under public policy deserve something better than that.

They deserve to know what the choices actually are, what the strongest evidence says, where the tradeoffs fall, what remains uncertain, and what each decision is likely to mean outside the campaign advertisement.

That is the Civic Outcomes Standard.

And that is the standard we will use.

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Methodology Foundations and Further Reading

Evidence-Based Policy and Program Evaluation

• U.S. Government Accountability Office — Evidence-Based Policymaking: Practices to Help Manage and Assess the Results of Federal Efforts
  GAO’s framework for developing, assessing, using, and continuously improving the evidence that government agencies rely on to understand whether programs achieve intended results.

• U.S. Government Accountability Office — Federal Programs: Assessing and Improving Effectiveness
  A useful distinction among process, outcome, and impact evaluations, including the counterfactual question of what would have happened without the program.

Social Outcomes, Distribution, and Future Well-Being

• OECD — Measuring Well-being and Progress
  The OECD’s multidimensional framework for evaluating current well-being, inequalities in outcomes, and the resources necessary to sustain well-being for future generations.

Costs, Benefits, Uncertainty, and Distribution

• U.S. Office of Management and Budget — Circular A-94: Guidelines and Discount Rates for Benefit-Cost Analysis of Federal Programs
  Federal analytical guidance addressing benefit-cost and cost-effectiveness analysis, uncertainty, sensitivity analysis, and distributional effects.

• HM Treasury — The Green Book 2026
  Detailed public-policy appraisal guidance addressing social value, distribution, risk, uncertainty, optimism bias, sensitivity analysis, implementation, and the value of flexibility where decisions are difficult to reverse.

Public Justification and the Common Good

• Stanford Encyclopedia of Philosophy — Public Justification
  Background on the idea that exercises of political power require reasons capable of public justification rather than mere factional preference.

• Stanford Encyclopedia of Philosophy — The Common Good
  A philosophical overview of shared civic interests and the institutions through which members of a political community reason about common concerns.

Editorial note: The Civic Outcomes Standard is a living sherafy.com methodology. When the standard materially changes, future election analyses should identify the version used so readers can understand the rules under which an earlier conclusion was reached.