Accumulating data suggest

USAGE SUMMARY

The phrase "Accumulating data suggest" is not correct in written English.
It should be "Accumulating data suggests" to agree in number with the singular subject "data." Example: "Accumulating data suggests that climate change is accelerating at an unprecedented rate."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

52 human-written examples

Accumulating data suggest several additional chemokine and orphan receptors are also present on astrocytes.

Universes in Delicate Balance Chemokines and the Nervous System

Accumulating data suggest that AAT deficiency is commonly under-recognized or misdiagnosed by physicians.

The Journal of Molecular Diagnostics

Accumulating data suggest that E1 is not likely to be among these key beneficial estrogens.

Hormones and Behavior

Accumulating data suggest that protein folding and degradation pathways are dysregulated by hyperoxia and mechanical ventilation as recently reviewed by us [44].

Molecular and Cellular Pediatrics

Accumulating data suggest that early and ongoing integration of palliative care can enhance the effectiveness of disease-directed treatment for patients with serious illness, including lung cancer [16].

Annals of Intensive Care

Accumulating data suggest that the vasculo-protective functions of EPCs may be used as cellular biomarkers for endothelial damage, or may be pharmacologically modulated to enhance the body's defence to atherosclerosis.

International Journal of Cardiology

Human-verified similar examples from authoritative sources

Similar Expressions

8 human-written examples

One controversial factor in such assessments is the accumulating data suggesting that surgery may help the sickest heart patients live longer.

The New York Times - Health

Accumulating data suggests that TBT can act as an endocrine disruptor.

Egyptian Journal of Forensic Sciences

Accumulating data suggests that among the land-based poultry, quail play a crucial role for the genesis of influenza viruses.

Plosone

While it would be technically easier to study the organization and physiology of the VTA if the indirect criteria were accurate, especially for in vivo recording, accumulating data suggests that these are not reliable markers for VTA DA neurons.

Plosone

Accumulating data suggests that at the time organogenesis is completed, the risk of intrauterine growth restriction and low birth-weight is low.

Archives of Gynecology and Obstetrics

Expert writing Tips

Best practice

Always ensure subject-verb agreement when discussing data. While "data" is technically plural, it's often treated as singular in modern usage. Therefore, using "Accumulating data suggests" is usually preferred.

Common error

Avoid using plural verb forms with "data" when intending singular agreement. Although "data" is technically plural, using "suggest" instead of "suggests" can create grammatical errors in modern usage. It's safer to use "Accumulating data suggests".

Linguistic Context

The phrase "Accumulating data suggest" functions as an introductory clause expressing that growing information supports a conclusion. Despite being widely used, Ludwig AI highlights that "Accumulating data suggests" is grammatically more accurate, thus functioning better as a clause introducing a statement.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "Accumulating data suggest" is used to introduce a statement supported by growing evidence. However, Ludwig AI points out the more grammatically correct form, "Accumulating data suggests". While frequently seen in scientific and news contexts, ensuring subject-verb agreement is essential for clear communication. Consider alternatives like "emerging data suggests" for variety and accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Emerging data suggests

Replaces "accumulating" with "emerging", highlighting the ongoing development of the data.

Mounting data indicate

Replaces "accumulating" with "mounting", indicating a gradual increase in the volume of data.

Growing evidence indicates

Substitutes "data" with "evidence" and "suggest" with "indicates", emphasizing the increasing support for a particular conclusion.

Increasing data implies

Changes "suggest" to "implies", focusing on the indirect indication from the data.

The data increasingly suggests

Rephrases the sentence to emphasize the data as the subject, adding "increasingly" to describe the data's suggestive nature.

Evidence is accumulating to suggest

Restructures the sentence to emphasize the process of evidence accumulation, maintaining the original meaning.

A body of data suggests

Uses "a body of data" to emphasize the collective nature of the evidence, maintaining the original meaning.

Current data hints at

Replaces "accumulating data" with "current data" and changes "suggest" to "hints at", indicating a preliminary suggestion.

The trend in the data suggests

Highlights a trend observed in the data, maintaining the suggestion aspect but focusing on direction.

Data collection suggests

Focuses on the action of collecting data and its suggestive implications.

FAQs

Is it grammatically correct to say "Accumulating data suggest"?

No, it is not considered grammatically correct. The correct form is "Accumulating data suggests" because "data" is being treated as a singular noun in this context.

What does "Accumulating data suggests" mean?

It means that a growing amount of information or evidence points towards a particular conclusion or idea.

Are there alternatives to saying "Accumulating data suggests"?

Yes, you can use phrases like "emerging data suggests", "growing evidence indicates", or "mounting data indicate".

How can I use "Accumulating data suggests" in a sentence?

Example: "Accumulating data suggests that early intervention programs can significantly improve children's cognitive development."