Standards of Judicial Review

Standards of Judicial Review

Introduction

When a court reviews an action taken by an administrative agency, it does not always ask the same question or apply the same level of scrutiny. The standard of judicial review determines how closely the court examines the agency’s decision and how much weight it gives to the agency’s factual findings, discretionary judgments, procedures, and legal conclusions.

In administrative law, this distinction is fundamental. A court may review a question of law independently, while giving substantial deference to an agency’s factual findings. It may uphold a policy choice even though the court would have chosen differently, provided the agency acted within its lawful authority and engaged in reasoned decision-making. Conversely, a court may set aside agency action that exceeds statutory authority, violates constitutional requirements, ignores important considerations, or fails to follow required procedures.

The modern framework is heavily influenced by the Administrative Procedure Act (APA), particularly 5 U.S.C. § 706. The Supreme Court’s decision in Loper Bright Enterprises v. Raimondo in 2024 also fundamentally clarified that courts must exercise their own independent judgment when determining what a statute means rather than automatically deferring to an agency’s interpretation.

Understanding these standards is therefore essential to understanding how administrative power is controlled by the judiciary.

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What Is a Standard of Judicial Review?

A standard of judicial review is the legal framework a court uses to determine how closely it should examine a decision made by another decision-maker.

The term is used broadly throughout the legal system. Appellate courts apply different standards when reviewing trial-court decisions, administrative agencies, and other governmental bodies. The appropriate standard depends on the nature of the decision being reviewed.

Cornell Law School’s Legal Information Institute provides a useful overview of the different standards in its explanation of standards of review.

In administrative law, however, standards of review have a particularly important function because they help define the relationship between agencies and courts.

Agencies possess specialized governmental responsibilities. Congress may authorize an agency to administer a regulatory program, conduct investigations, make factual findings, issue rules, adjudicate disputes, or exercise delegated discretion.

But agencies do not possess unlimited power.

Courts therefore perform a supervisory role. They determine whether an agency has:

• acted within the authority granted by Congress;
• complied with the Constitution;
• followed required procedures;
• correctly understood the governing law;
• adequately considered relevant facts and factors;
• supported factual findings with sufficient evidence where the applicable statute requires it; and
• engaged in reasoned decision-making.

The standard of review determines how the court performs that examination.

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Why Do Courts Use Different Standards?

The different standards reflect a basic principle of institutional competence.

Not every governmental decision belongs to the judiciary to reconsider from the beginning.

Suppose an agency is required to determine whether a particular environmental pollutant presents a particular level of risk. The agency may have developed technical expertise, gathered extensive scientific evidence, conducted studies, and evaluated competing policy considerations.

A reviewing court generally does not conduct the scientific investigation again.

But suppose the agency interprets a statute to mean something that Congress did not authorize it to mean. That is a legal question. The court has an independent responsibility to determine what the statute means.

Similarly, if an agency makes a decision without considering an important statutory factor, the court may intervene because the agency has failed to perform the decision-making task Congress assigned to it.

The central question is therefore not simply:

“Did the court agree with the agency?”

It is:

“What kind of decision did the agency make, and what does the governing law require the reviewing court to do with that type of decision?”

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The Administrative Procedure Act and Judicial Review

The principal federal statutory framework for judicial review of agency action is the Administrative Procedure Act.

Section 706 of the APA establishes important rules governing the scope and grounds of judicial review.

Among other things, the reviewing court must determine relevant questions of law, interpret constitutional and statutory provisions, and determine the meaning or applicability of agency action.

The APA also identifies circumstances in which agency action must be set aside.

These include agency action that is:

• arbitrary, capricious, an abuse of discretion, or otherwise not in accordance with law;
• contrary to constitutional right;
• beyond statutory authority;
• inconsistent with required procedural requirements; or
• unsupported by substantial evidence when the applicable statutory standard requires substantial-evidence review.

The APA therefore does not establish one universal level of scrutiny.

Instead, it creates a framework in which different aspects of agency action can receive different forms of review.

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Questions of Law: Independent Judicial Judgment

One of the most important categories is the question of law.

A question of law concerns what the law means or how a legal rule applies.

Examples include:

• What does a federal statute mean?
• Did Congress authorize the agency to take this action?
• Does a regulation exceed the agency’s statutory authority?
• Does an agency action violate the Constitution?
• Did the agency apply the correct legal standard?
• Does a statute permit the agency to regulate a particular activity?

Historically, courts have generally regarded legal interpretation as a judicial function.

That principle became especially important after the Supreme Court decided Loper Bright Enterprises v. Raimondo in 2024.

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Loper Bright and the End of Chevron Deference

For decades, administrative law was heavily influenced by Chevron deference.

Under the Chevron framework, when a statute administered by an agency was ambiguous, courts sometimes deferred to a reasonable agency interpretation.

That approach changed in 2024.

In Loper Bright Enterprises v. Raimondo, the Supreme Court overruled Chevron U.S.A. Inc. v. Natural Resources Defense Council, Inc. and held that courts must exercise independent judgment when determining the meaning of statutes.

The Court emphasized that the APA directs courts to decide relevant questions of law rather than automatically accepting an agency’s interpretation.

The Supreme Court’s opinion in Loper Bright Enterprises v. Raimondo is particularly important for understanding the modern framework.

This does not mean that agency interpretations are irrelevant.

Courts may consider an agency’s interpretation as persuasive evidence, particularly when the agency possesses relevant expertise or has developed a considered interpretation through experience.

But persuasive authority is not the same thing as mandatory deference.

The court remains responsible for determining the best interpretation of the governing law.

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Questions of Fact: Substantial Evidence

Questions of fact are different.

A factual question asks what actually happened.

For example:

• Did a regulated company discharge a particular substance?
• Did an applicant submit a particular document?
• Did an employee engage in certain conduct?
• Did a regulated entity comply with a regulatory requirement?
• What did the evidence establish?

When Congress provides for substantial-evidence review, the court does not ordinarily reweigh the evidence as though it were the original factfinder.

Instead, the court asks whether the agency’s factual determination is supported by substantial evidence.

The substantial-evidence standard is deferential. Cornell’s Legal Information Institute explains that it generally asks whether the administrative record contains relevant evidence that a reasonable mind could accept as adequate to support the conclusion.

This means that an agency’s factual conclusion may survive judicial review even if another reasonable decision-maker could have reached a different conclusion.

The existence of conflicting evidence does not necessarily make an agency finding unlawful.

The important question is whether the agency’s finding has adequate evidentiary support under the applicable standard.

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Arbitrary and Capricious Review

One of the most important standards in administrative law is arbitrary and capricious review.

Under APA § 706(2)(A), courts may set aside agency action that is:

arbitrary, capricious, an abuse of discretion, or otherwise not in accordance with law.

The standard is generally considered deferential, but it is not meaningless.

A court does not simply ask whether the agency reached a conclusion the court personally dislikes.

Instead, the court examines whether the agency engaged in reasoned decision-making.

Among other things, the court may consider whether the agency:

• examined the relevant data;
• considered important aspects of the problem;
• relied on relevant statutory factors;
• considered important alternatives;
• explained the relationship between the facts and its decision;
• addressed significant evidence;
• avoided reliance on factors Congress did not authorize it to consider; and
• adequately explained significant changes in policy.

Cornell’s discussion of arbitrary and capricious review identifies the requirement for a rational connection between the facts found and the agency’s choice.

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The State Farm Principle

A foundational case for arbitrary-and-capricious review is Motor Vehicle Manufacturers Association v. State Farm Mutual Automobile Insurance Co., 463 U.S. 29 (1983).

The case concerned the National Highway Traffic Safety Administration’s decision to rescind a requirement involving automobile safety.

The Supreme Court explained that an agency must examine the relevant factors and articulate a satisfactory explanation for its action.

This does not require an agency to produce a perfect decision.

It requires a reasoned explanation.

An agency therefore cannot simply announce:

“We have decided differently.”

It must explain why.

This principle becomes particularly important when an agency changes an existing policy.

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Agencies May Change Policy — But They Must Explain The Change

Administrative agencies sometimes change their policies.

That is not inherently unlawful.

A new administration, new scientific evidence, changed circumstances, new statutory priorities, or new experience may justify a change.

But the agency cannot treat a policy reversal as though the previous policy never existed.

When changing course, the agency generally must acknowledge the change and provide a reasoned explanation for it.

The Supreme Court has repeatedly recognized that arbitrary-and-capricious review prevents agencies from ignoring important aspects of their prior reasoning without adequate explanation.

Thus, judicial review does not freeze administrative policy permanently.

Instead, it requires reasoned changes rather than unexplained reversals.

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Abuse of Discretion

Abuse of discretion is another important standard.

Discretion exists when the law gives an agency or court a range of permissible choices rather than requiring one predetermined outcome.

But discretion does not mean unlimited freedom.

An agency abuses its discretion when it exercises delegated authority in an unlawful, unreasonable, arbitrary, or otherwise impermissible manner.

Cornell’s Legal Information Institute describes abuse-of-discretion review as a standard used by appellate courts and notes that APA § 706(2)(A) expressly includes abuse of discretion among grounds for setting aside agency action.

The distinction can be illustrated simply.

Suppose Congress authorizes an agency to choose between several lawful regulatory approaches.

The court generally cannot replace the agency’s lawful choice merely because the judge prefers another approach.

But if the agency:

• misunderstands the scope of its authority;
• relies on an impermissible consideration;
• ignores a required statutory factor;
• acts irrationally; or
• fails to explain its decision,

the court may find an abuse of discretion or otherwise unlawful agency action.

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Constitutional Questions

Constitutional questions receive independent judicial consideration.

An agency cannot acquire constitutional authority merely because Congress delegated statutory authority to it.

For example, an agency action may be challenged on grounds involving:

• due process;
• equal protection;
• separation of powers;
• freedom of speech;
• unreasonable searches;
• excessive fines;
• nondelegation principles; or
• other constitutional protections.

Courts have the ultimate responsibility for determining constitutional meaning.

An agency’s interpretation of the Constitution therefore does not receive automatic controlling authority.

This is consistent with the broader principle of judicial review: courts determine whether governmental action complies with the Constitution.

Cornell’s overview of judicial review describes this function as part of the judiciary’s role in ensuring that executive and legislative action complies with constitutional requirements.

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Review of Agency Statutory Authority

Before asking whether an agency acted reasonably, a court may need to ask a more fundamental question:

Did Congress authorize the agency to do this at all?

This is a question of legal authority.

For example, an agency might adopt a regulation that imposes significant obligations on an industry.

The regulated parties may argue that the agency’s interpretation of its statute is incorrect and that Congress never granted the agency power to impose the particular requirement.

After Loper Bright, the court independently interprets the statute.

If the statute does not authorize the agency’s action, the agency cannot create that authority merely through its own interpretation.

The court therefore determines the boundaries of the agency’s delegated power.

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Procedural Review

An agency can also lose a case because it failed to follow required procedures.

Administrative agencies are creatures of statute.

Congress may require an agency to:

• provide notice;
• permit public participation;
• conduct a hearing;
• consider specified evidence;
• make particular findings;
• provide an explanation;
• follow prescribed deadlines; or
• comply with other procedural requirements.

If the agency ignores a legally required procedure, the resulting action may be unlawful even if the agency’s ultimate policy choice might otherwise have been reasonable.

Judicial review therefore concerns not only what the agency decided, but also how it reached the decision.

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Review of Agency Factfinding

Agency factfinding often receives more deference than legal interpretation.

This reflects the institutional role of the agency.

An agency may have:

• technical expertise;
• specialized investigators;
• administrative law judges;
• scientific staff;
• industry knowledge;
• extensive records; and
• experience evaluating recurring factual disputes.

A reviewing court therefore ordinarily does not simply substitute its own factual judgment for that of the agency when the applicable standard requires deference.

Nevertheless, deference has limits.

An agency cannot manufacture factual support for a conclusion.

Nor can a court accept a factual finding that lacks the evidentiary support required by the governing law.

The distinction is therefore:

Independent legal judgment does not necessarily mean independent factual reweighing.

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The Administrative Record

In many administrative cases, the administrative record is central to judicial review.

The record may include:

• evidence considered by the agency;
• public comments;
• investigative materials;
• hearing transcripts;
• expert reports;
• agency memoranda;
• factual findings;
• written decisions;
• technical studies; and
• other materials relevant to the agency’s action.

The record allows the court to evaluate whether the agency actually considered the relevant information.

For example, an agency may claim that it relied on scientific evidence supporting a regulation.

The reviewing court may examine the administrative record to determine whether that evidence actually existed and whether the agency reasonably addressed significant contrary evidence.

The record therefore serves as an important connection between administrative decision-making and judicial oversight.

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Mixed Questions of Law and Fact

Not every legal dispute can be neatly classified as purely legal or purely factual.

Some questions are mixed questions of law and fact.

These questions require the decision-maker to apply a legal standard to an established or disputed set of facts.

Examples might include:

• whether particular conduct constitutes a statutory violation;
• whether facts satisfy a regulatory definition;
• whether an agency properly applied a statutory test;
• whether particular circumstances satisfy a legal standard.

The appropriate standard may depend on the nature of the question and the statutory framework.

Courts therefore examine what is actually being reviewed rather than mechanically labeling every agency decision as either “fact” or “law.”

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Deference Is Not the Same as Chevron

This distinction is particularly important after Loper Bright.

The end of Chevron does not mean that every aspect of administrative decision-making receives de novo review.

Instead, different kinds of agency decisions remain subject to different standards.

A court may independently determine what a statute means while still giving substantial deference to an agency’s factual findings.

Similarly, a court may independently determine whether an agency possesses statutory authority while applying arbitrary-and-capricious review to the agency’s policy choice within that authority.

The modern framework can therefore be summarized as:

Independent judgment on legal meaning + appropriate deference on factfinding and lawful discretionary policymaking.

Loper Bright itself emphasized this distinction, explaining that the APA requires independent judicial judgment on questions of law while preserving deferential review of agency policymaking and factfinding under the relevant statutory standards.

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A Practical Comparison of Major Standards

Standard	Primary Question	Typical Level of Deference
De novo / independent judgment	What does the law mean?	Very little or none
Substantial evidence	Is the factual finding adequately supported?	Significant
Arbitrary and capricious	Did the agency engage in reasoned decision-making?	Significant, but meaningful
Abuse of discretion	Did the agency remain within the lawful bounds of discretion?	Significant
Constitutional review	Does the action comply with the Constitution?	Independent judicial judgment
Procedural review	Did the agency follow legally required procedures?	Determined by governing law

The labels should not be treated as interchangeable.

Each addresses a different aspect of the agency’s action.

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A Hypothetical Example

Imagine that Congress authorizes an environmental agency to regulate emissions from industrial facilities.

The agency adopts a regulation requiring facilities to reduce a particular pollutant by 40 percent.

A regulated company challenges the regulation.

Several different questions may arise.

Question One: Did Congress authorize the regulation?

This is primarily a question of statutory interpretation.

The court independently interprets the statute.

Question Two: Did the agency follow the required rulemaking procedures?

The court examines whether the agency complied with the applicable procedural requirements.

Question Three: Did the agency consider relevant environmental and economic evidence?

This may involve arbitrary-and-capricious review.

Question Four: Was the agency’s scientific conclusion supported by sufficient evidence?

Where substantial-evidence review applies, the court evaluates whether the administrative record contains adequate supporting evidence.

Question Five: Did the regulation violate the Constitution?

The court independently evaluates the constitutional claim.

Question Six: Was the agency’s choice among several lawful regulatory options reasonable?

If Congress legitimately delegated discretion to the agency, the court generally does not simply replace the agency’s policy judgment with its own.

The same regulation can therefore be reviewed under multiple standards at the same time, depending on which aspect of the agency action is challenged.

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Why the Standard of Review Can Determine the Outcome

Two courts could examine the same administrative decision but reach different outcomes if they conceptualize the issue differently.

Suppose a party characterizes an agency decision as an unlawful interpretation of a statute.

If the court agrees that the dispute is primarily legal, it independently interprets the statute.

But if the dispute concerns the agency’s factual assessment of scientific evidence, substantial deference may apply.

If the dispute concerns whether the agency adequately considered relevant factors, arbitrary-and-capricious review may control.

Consequently, identifying the precise question presented is one of the most important tasks in administrative litigation.

A party who argues only that “the agency was wrong” has not necessarily identified the correct legal basis for judicial review.

The stronger question is:

Wrong about what, and under which standard?

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Standards of Review and Separation of Powers

Standards of judicial review also reflect constitutional separation-of-powers principles.

The judiciary must enforce the law, but it is not supposed to become the administrative agency.

Congress may delegate lawful authority to agencies to administer complex statutory programs.

Agencies may then make policy choices within the boundaries established by Congress.

Courts supervise those choices without automatically replacing them with judicial preferences.

At the same time, courts must prevent agencies from exceeding their lawful authority.

This creates a continuing balance:

Congress defines authority → agencies exercise delegated authority → courts determine whether the exercise of that authority is lawful.

The standards of review provide much of the legal structure for maintaining that balance.

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Remand, Vacatur, and Other Judicial Remedies

When a court determines that agency action is unlawful, the result is not always simply a permanent prohibition against the agency.

Depending on the circumstances, a court may:

• set aside unlawful agency action;
• vacate a rule;
• remand the matter to the agency;
• require the agency to reconsider its decision;
• order additional proceedings;
• determine that the agency exceeded its authority; or
• provide another appropriate remedy.

A remand is particularly important when the agency may be capable of reaching a lawful decision but failed to explain its reasoning adequately.

For example, if an agency considered the wrong factors, a court may send the matter back for a properly reasoned decision.

Judicial review therefore does not always mean that the court itself makes the administrative decision.

Often, the court determines the legal boundaries within which the agency must act.

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What Courts Generally Do Not Do

Understanding judicial restraint is just as important as understanding judicial intervention.

A reviewing court generally does not:

• choose the agency’s preferred policy for it;
• substitute judicial policy preferences for lawful agency expertise;
• reweigh every piece of evidence under a deferential factual standard;
• treat every disagreement as proof of arbitrary action;
• automatically invalidate a decision because another outcome was possible; or
• give controlling deference to an agency simply because the agency administers the relevant statute.

The reviewing court’s task is to apply the appropriate legal standard.

That task can be demanding without becoming a complete rehearing of the administrative proceeding.

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Common Mistakes in Understanding Judicial Review

Mistake 1: Assuming Every Agency Decision Receives the Same Deference

It does not.

Legal interpretation, factual findings, procedural compliance, constitutional questions, and discretionary policymaking can be reviewed differently.

Mistake 2: Thinking Loper Bright Eliminated Administrative Deference Entirely

It did not.

Loper Bright eliminated Chevron’s automatic judicial deference to agency interpretations of ambiguous statutes.

It did not eliminate deferential review of agency factfinding or lawful policymaking.

Mistake 3: Treating Arbitrary and Capricious as Meaning “I Disagree”

It does not.

The standard focuses on whether the agency engaged in rational and reasoned decision-making under the governing law.

Mistake 4: Assuming Expertise Gives an Agency Final Authority Over Legal Meaning

Agency expertise can be relevant and persuasive.

But expertise does not give an agency the final word on statutory meaning after Loper Bright.

Mistake 5: Ignoring the Administrative Record

The record often provides the evidence necessary to determine whether the agency considered relevant information and adequately explained its decision.

Mistake 6: Focusing Only on the Result

Administrative law frequently asks how the agency reached its result.

A legally permissible result reached through legally defective procedures may still be invalid.

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A Practical Judicial Review Checklist

When evaluating an agency action, the following sequence can be useful.

1. Identify the agency action

Determine precisely what is being challenged:

• a rule;
• adjudicative decision;
• enforcement action;
• order;
• investigation;
• penalty;
• licensing decision;
• policy decision; or
• other agency action.

2. Identify the source of authority

Ask:

• What statute authorizes the agency?
• What regulations govern the action?
• Has Congress actually delegated the relevant power?

3. Identify the legal question

Determine whether the dispute concerns:

• statutory interpretation;
• constitutional law;
• factual findings;
• discretionary judgment;
• procedure; or
• a combination of these.

4. Determine the applicable standard

Do not assume the answer.

Identify whether the governing statute and precedent call for:

• independent judgment;
• substantial evidence;
• arbitrary-and-capricious review;
• abuse-of-discretion review;
• or another standard.

5. Examine the administrative record

Determine what evidence and reasoning actually supported the agency’s action.

6. Check procedural compliance

Ask whether the agency followed all legally required procedures.

7. Examine the agency’s reasoning

Determine whether the agency explained:

• what it decided;
• why it decided it;
• what evidence it considered;
• what factors it relied upon; and
• why competing arguments were rejected.

8. Consider constitutional limits

Determine whether the action raises constitutional questions that require independent judicial review.

9. Determine the appropriate remedy

If the agency acted unlawfully, determine whether the appropriate response is:

• vacatur;
• remand;
• partial invalidation;
• another form of judicial relief; or
• no relief.

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Frequently Asked Questions

What is the standard of judicial review in administrative law?

There is no single standard applicable to every administrative-law question. Courts independently determine questions of law while applying more deferential standards to certain agency factual findings and discretionary decisions.

What is de novo review?

De novo review means the reviewing court considers the issue independently rather than deferring to the prior decision-maker’s legal conclusion.

In federal administrative law, Loper Bright requires courts to exercise independent judgment when determining the meaning of statutes.

What is arbitrary and capricious review?

Arbitrary-and-capricious review examines whether an agency engaged in reasoned decision-making and considered the relevant factors and evidence. It is deferential but not merely symbolic.

What is substantial-evidence review?

Substantial-evidence review asks whether the applicable administrative record contains sufficient relevant evidence to support the agency’s factual finding. It is generally more deferential than de novo review.

What is abuse-of-discretion review?

Abuse-of-discretion review examines whether an agency or other decision-maker exercised discretionary authority outside the range permitted by law or in an unreasonable or improper manner.

Did Loper Bright eliminate Chevron deference?

Yes. The Supreme Court overruled Chevron in Loper Bright Enterprises v. Raimondo. Courts must independently interpret statutes rather than automatically deferring to reasonable agency interpretations of ambiguous statutory language.

Does Loper Bright mean agencies receive no deference?

No. Agencies may still receive deference or substantial judicial respect in areas such as factual findings and discretionary policymaking when the governing law calls for such review. The key distinction is between permissible deference and automatic judicial surrender of interpretive authority.

Can a court overturn an agency decision simply because it would have reached a different result?

Generally, not when the agency acted within its lawful authority and the applicable standard is deferential. The court’s task is to apply the governing standard, not automatically substitute its preferred policy judgment.

Why is the administrative record important?

The administrative record allows the reviewing court to examine the evidence, reasoning, procedures, and materials on which the agency based its decision.

Can an agency change its policy?

Yes. Agencies may change policy when legally authorized to do so, but significant changes generally require reasoned explanation and must comply with applicable statutory and procedural requirements.

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Key Takeaways

• A standard of judicial review determines how a court evaluates an agency’s action.
• Administrative law does not use one universal standard for every issue.
• The Administrative Procedure Act provides the principal federal framework for judicial review of agency action.
• Courts independently determine questions of law.
• Loper Bright Enterprises v. Raimondo ended Chevron deference and restored independent judicial judgment over statutory interpretation.
• Agency factual findings may receive substantial deference under the substantial-evidence standard when applicable.
• Arbitrary-and-capricious review examines whether the agency engaged in reasoned decision-making.
• Abuse-of-discretion review limits how agencies may exercise delegated discretionary authority.
• Constitutional questions remain subject to independent judicial judgment.
• Procedural compliance is an important component of judicial review.
• The administrative record is often central to determining whether an agency’s decision was adequately supported.
• Judicial review does not ordinarily authorize courts to replace lawful agency policy choices with their own preferences.
• The correct standard often depends on identifying precisely what aspect of the agency’s decision is being challenged.

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Conclusion

Standards of judicial review provide the architecture through which courts supervise administrative government.

They determine when a court must independently decide a legal question, when it must defer to an agency’s factual findings, when it may examine the rationality of agency decision-making, and when an agency’s exercise of discretion has exceeded lawful boundaries.

The modern framework is especially significant after Loper Bright. Courts are no longer required to defer automatically to agency interpretations merely because statutory language is ambiguous. The judiciary retains responsibility for determining what the law means.

At the same time, administrative law does not transform every judicial review proceeding into a trial from scratch. Agencies continue to exercise lawful delegated authority, make factual determinations, and choose among permissible policy alternatives. Judicial review respects those institutional functions while ensuring that agencies remain within the boundaries established by Congress, the Constitution, and the Administrative Procedure Act.

The result is not absolute judicial control over administrative government, nor unlimited administrative discretion.

It is a structured system of independent legal judgment, appropriate factual deference, reasoned administrative decision-making, and judicial enforcement of legal limits.

Understanding that structure is essential to understanding modern administrative law.

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