incomplete data on

USAGE SUMMARY

The phrase "incomplete data on" is correct and usable in written English.
It can be used when discussing a lack of sufficient information regarding a specific topic or subject. Example: "The research findings were inconclusive due to incomplete data on participant demographics."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Numbers per group differ because 15 patients have incomplete data on one or more GFI domains.

BMC Family Practice

Additionally, incomplete data on one PPH maternal death resulted in the exclusion of the case because we could not categorize the death according to misoprostol use.

BMC Pregnancy and Childbirth

Fourth, almost one third of the responders in the recall study had incomplete data on breastfeeding duration in the parent study.

BMC Medical Research Methodology

Twenty participants had incomplete data on the dosage of regularly used laxatives, and several participants used more than one drug.

BMC Geriatrics

They range from inconsistent standards of measurement to incomplete data on effectiveness to infighting among the advertisers, agencies and media.

The New York Times

Incomplete data on Mr. Viner's driving infractions included a speeding ticket in May 1977 for traveling 77 miles per hour in a 55-m.p.h.

The New York Times

He said the search warrant affidavits offered only incomplete data on how the letter anthrax was linked genetically to Dr. Ivins's lab to the letters and almost nothing on the preparation of the powder.

The New York Times

The new standards say that drug companies may be subject to civil and criminal penalties if they report inaccurate or incomplete data on the prices or sales of their products.

The New York Times

Second, we have incomplete data on some of the covariates.

Annals of Intensive Care

Techniques described here may be useful for assessing differential nonresponse in samples with incomplete data on race.

Duke University

In particular, data abstractors may have recorded incorrect or incomplete data on the type of ED provider(s) seen.

International Journal of Emergency Medicine

Expert writing Tips

Best practice

When using "incomplete data on", clearly specify what the data is related to for clarity. For example, instead of just saying "incomplete data on patients", specify "incomplete data on patients' medical history".

Common error

Avoid making broad claims based solely on "incomplete data on" a subject. Always acknowledge the limitations and suggest further investigation. Don't say "Incomplete data proves X", instead use "Incomplete data suggests X, but further research is needed".

Linguistic Context

The phrase "incomplete data on" functions as a prepositional phrase often used to describe limitations in research, reports, or datasets. It modifies a noun, indicating that the data available is not comprehensive or complete. Ludwig AI examples illustrate its use across various domains.

Expression frequency: Very common

Frequent in

Science

68%

News & Media

26%

Academia

4%

Less common in

Formal & Business

1%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "incomplete data on" is a common and grammatically correct phrase used to denote a lack of comprehensive information regarding a particular subject. Ludwig AI examples show it is frequently used in scientific and journalistic contexts. When employing this phrase, ensure clarity by specifying what data is incomplete and avoiding overgeneralizations based on limited information. Remember that alternatives like "partial data regarding" or "limited information about" may be suitable depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

missing information about

Replaces "incomplete data" with "missing information" to express a similar idea.

partial data regarding

Replaces "incomplete" with "partial" and uses "regarding" instead of "on".

limited information about

Substitutes "incomplete data" with "limited information" and uses "about" instead of "on".

deficient data concerning

Uses "deficient" instead of "incomplete" and "concerning" instead of "on", indicating a shortage of data.

lack of comprehensive data on

Emphasizes the absence of complete data, highlighting the deficiency.

gaps in the data regarding

Focuses on the "gaps" present in the data rather than its incompleteness, using "regarding" instead of "on".

fragmentary data pertaining to

Uses "fragmentary" to indicate the broken or incomplete nature of the data, with "pertaining to" as a substitute for "on".

unreliable data concerning

Implies that the data is not fully trustworthy due to its incompleteness, using "concerning" instead of "on".

scarce information on

Highlights the rarity or limited availability of data.

patchy data relating to

Suggests that the data is inconsistently available or collected, using "relating to" instead of "on".

FAQs

How can I rephrase "incomplete data on"?

You can use alternatives such as "partial data regarding", "limited information about", or "missing information about" depending on the specific context.

What does it mean when data is described as "incomplete data on"?

It means there are gaps or missing pieces of information regarding a specific topic or dataset, which may affect the reliability or accuracy of any analysis or conclusions drawn from that data.

How does "incomplete data on" affect research outcomes?

Incomplete data can lead to biased results, inaccurate conclusions, and reduced statistical power. Researchers often have to employ strategies such as imputation or sensitivity analysis to address the limitations posed by "incomplete data on" certain variables.

What are some strategies for dealing with "incomplete data on" a particular subject?

Common strategies include excluding cases with missing data (complete-case analysis), using imputation techniques to fill in missing values, and conducting sensitivity analyses to assess the potential impact of "incomplete data on" the results.