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factors has changed

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "factors has changed" is not correct in English.
It should be "factors have changed" to agree in number. You can use the corrected phrase when discussing changes in multiple factors affecting a situation or outcome. Example: "The economic factors have changed significantly over the past year, impacting our business strategy."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

None of these factors has changed, meaning that any new Greek government faces familiar challenges in its efforts to obtain relief from its overwhelming level of debts.

News & Media

Independent

The prognostic significance of certain factors has changed over time.

We adjusted for maternal age, parity, plurality and maternal education at delivery, since these factors are associated with offspring death [ 17, 18] and the composition of mothers with regard to these factors has changed during our study period.

Our analyses examine smoking behaviors related to lung cancer risk and generate simple predictive equations using those factors with the intent of examining whether the predictive validity of these factors has changed over time.

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Now all those factors have changed.

News & Media

The New York Times

Of course, this is not a controlled experiment; other contributing factors have changed.

News & Media

The New York Times

What factors have changed to make people want to return to the train?

News & Media

The Guardian

Cuba watchers say several factors have changed the perception of Cuba and the United States policy of diplomatic isolation and economic boycott.

News & Media

The New York Times

Although the report differs little from previous assessments of human rights in Mexico, Amnesty U.S.A.'s Latin American advocacy director, Andrew Miller, said some factors had changed, if only on the surface, since Mr. Fox took office.

News & Media

The New York Times

General newspapers opposed charging because they feared their traffic would drop and their fragile digital ad revenues would fall rather than rise.Several factors have changed their mind.

News & Media

The Economist

Pétain insisted that the only rational strategy was to keep to the defensive until new factors had changed the conditions sufficiently to justify taking the offensive with a reasonable hope of success.

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Expert writing Tips

Best practice

Always use the correct verb form with "factors". Since "factors" is plural, the verb should be "have", not "has". For example, say "The economic factors have changed significantly", not "The economic factors has changed significantly".

Common error

Avoid using singular verb forms with plural subjects. A common mistake is to use "has" instead of "have" when referring to multiple factors. Double-check the subject-verb agreement in your sentences to ensure grammatical correctness.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

89%

Authority and reliability

2.2/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "factors has changed" functions as a statement indicating a transformation or alteration of multiple elements. However, it is grammatically incorrect. As indicated by Ludwig AI, the correct form is "factors have changed".

Expression frequency: Rare

Frequent in

Science

40%

News & Media

40%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "factors has changed" is grammatically incorrect; the correct form is "factors have changed". Ludwig AI indicates that the correct phrase is needed to ensure proper subject-verb agreement. This phrase is used to indicate that multiple elements have undergone a transformation. It is most commonly found in scientific and news contexts. To enhance clarity and correctness in writing, it is crucial to use the plural verb form "have" with the plural subject "factors". Alternative phrasing, such as "factors have shifted" or "factors have evolved", may be used depending on the nuance you wish to convey.

FAQs

What is the correct way to say "factors has changed"?

The correct phrase is "factors have changed". The word "factors" is plural, so it requires the plural form of the verb "to have".

Can I use "factors has changed" in any context?

No, "factors has changed" is grammatically incorrect. Always use "factors have changed" to ensure proper subject-verb agreement.

What can I say instead of "factors have changed"?

You can use alternatives like "factors have shifted", "factors have evolved", or "factors have been altered" depending on the specific context.

What's the difference between "factors have changed" and "a factor has changed"?

"Factors have changed" refers to multiple elements that have undergone a transformation, while "a factor has changed" indicates that only one specific element has changed. The choice depends on whether you are discussing multiple factors or a single factor.

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Real-world application tested

Most frequent sentences: