Used and loved by millions

Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

due to outcome

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "due to outcome" is not correct and does not convey a clear meaning in written English.
It may be intended to express a reason or cause related to a specific result, but it lacks clarity and context. Example: "The project was delayed due to the outcome of the initial tests, which were inconclusive."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

Thus, although we cannot rule out some bias due to outcome misclassification, it is unlikely to fully explain our findings.

In these studies, a shift of subjective action time due to outcome presentation reflects retrospective action awareness.

We did a systematic review of the observational epidemiology literature to ascertain whether the acute consumption of cannabis or cannabinoids by drivers increases the risk of a motor vehicle collision, and to explore the impact of potential biases due to outcome measurement and confounding on the observed effect sizes.

For the GPRD data there is no ordered listing or ranking of diagnostic codes **% of RSV-attributable events among all events due to outcome † ratio of proportions/100,000 RSV/[influenza A + B] N = Seasonal number of specified RSV-attributable events in the UK.

Here, they served to control for potential differences in prospective binding due to "outcome timing variability": Stronger binding in "action + tone" trials compared to "action only" trials can be attributed to a re-construction triggered by the tone over and above any prospective shift of subjective action time.

As pointed out by Lemen et al (2013) and in the devoted Discussion section ('Heterogeneity in ratio estimates within and between cohorts'), variations in the ARLC:mesothelioma ratios between cohorts or between subsets of workers within cohorts may indeed occur due to outcome misclassification, latency, exposure levels, potential confounding.

Show more...

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

The domains reported to be the most difficult to assess were risk of bias due to incomplete outcome data and selective reporting of outcomes.

This may be due to each outcome being equally well supported by reason, or by the outcomes being supported by different, incommensurable, values.

Science

SEP

Due to the outcome orientation of the analyzed sets, our results do not contribute to a comparison of outcome and process measures.

"Peeping down letterboxes and whispering through keyholes at No 10 it looks as though they'll be looking to trigger the article later next year rather than sooner, due to the outcome of various European elections which are being awaited".

News & Media

The Guardian

A 'reflection-on-action' to assess match (not necessarily consciously) or mismatch (consciously). 2 (Immediately) experience surprise due to unexpected outcome.

Show more...

Expert writing Tips

Best practice

Replace the phrase "due to outcome" with clearer alternatives like "as a result of the outcome" or "because of the outcome" for improved readability and grammatical correctness.

Common error

Avoid using "due to outcome" when you intend to express a causal relationship more directly. The phrase lacks the clarity of alternatives like "because of the result" or "as a consequence of the findings".

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

2.8/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "due to outcome" functions as a causal connector, attempting to link a result or consequence to a specific outcome. However, it's considered grammatically weak and often lacks the clarity of more standard expressions. Ludwig AI suggests this phrase is not correct.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, while the phrase "due to outcome" attempts to express a causal relationship, it is considered grammatically incorrect and lacks the clarity of more standard expressions. Ludwig AI analysis indicates that this phrase is not well-formed. For improved writing, it's recommended to use alternatives like "as a result of the outcome" or "because of the outcome". These alternatives offer better readability and ensure that your intended meaning is clearly conveyed. Given the issues with this phrase, it should be avoided in formal or academic writing.

FAQs

What can I say instead of "due to outcome"?

You can use alternatives like "as a result of the outcome", "because of the outcome", or "resulting from the outcome" depending on the context.

Is "due to outcome" grammatically correct?

While you may find the phrase "due to outcome" used, it is considered grammatically weak and lacks clarity. It's better to opt for more direct and widely accepted alternatives.

How can I use "as a result of the outcome" in a sentence?

You can use "as a result of the outcome" to show the consequence of a specific result. For example, "The project was delayed as a result of the outcome of the initial tests, which were inconclusive."

What's the difference between "due to outcome" and "because of the outcome"?

The phrase "because of the outcome" is a more direct and clearer way to express causality than "due to outcome". "Because of" is generally preferred for its simplicity and ease of understanding.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

Editing plus AI, all in one place.

Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.

Source & Trust

82%

Authority and reliability

2.8/5

Expert rating

Real-world application tested

Most frequent sentences: