incomplete data records

USAGE SUMMARY

The phrase "incomplete data records" is correct and usable in written English.
It can be used when referring to data entries that are missing information or are not fully filled out. Example: "The analysis was hindered by the presence of incomplete data records, which affected the overall accuracy of the results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

However, this requirement is often compromised due to incomplete data records, especially when platform abandonment is not properly planned, designed, and/or executed.

Remote Sensing of Environment

To obtain the calibration equations, relative values recorded by each logger at 90°and ° from the horizontal level were regressed against the corresponding acceleration (9.8 m/s2 and  m/s2, resp .. Two of the sixteen retrieved data loggers were not included in our analyses due to incomplete data records.

EURASIP Journal on Advances in Signal Processing

Although 24 participants were originally recruited for the experiment there were two incomplete data records, and the analysis was carried out on the remaining 22 participants.

Plosone

Moreover, many patients had incomplete data records, as shown by short lines in Figure 1.

Critical Care

In complete-case analysis, incomplete data records are simply removed from the dataset.

BMC Medical Informatics and Decision Making

This is a generalised estimating equations approach that permits the inclusion of subjects with incomplete data records.

British Journal of Cancer

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

Therefore, the impact of temporally incomplete data recording on estimated heritabilities is the same as for imperfect sensitivity.

Plosone

Incomplete data recording in which infected or diseased individuals are not observed, e.g. data recording for too short a period, has impacts analogous to imperfect sensitivity.

Plosone

We tracked protocol deviations through the coding system so could quantify and allow for incomplete data recording by pharmacists.

BMC Women's Health

It is characterised by a massive data set, duplication of data collection, incomplete data recording, and non-use of nationally-defined forms.

Health Research Policy and Systems

The main characteristics of the training population and of patients excluded from the study because of incomplete data recording are reported in Table 1.

BMC Geriatrics

Expert writing Tips

Best practice

When documenting research, clearly state how you handled "incomplete data records", such as exclusion or imputation, to maintain transparency and methodological rigor.

Common error

Don't automatically assume that missing data is randomly distributed. Analyze the patterns of missingness to identify potential biases that could affect your analysis.

Linguistic Context

The phrase "incomplete data records" functions as a noun phrase, typically serving as the subject or object of a sentence. Ludwig AI confirms its usability. Examples from Ludwig show it commonly appears in the context of research methodologies and data analysis, particularly when discussing limitations or exclusions.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "incomplete data records" is a grammatically correct term, primarily used in scientific and research contexts to denote datasets or entries that have missing information. As confirmed by Ludwig, it's important to acknowledge and address these records appropriately in any analysis. Common strategies include complete-case analysis or data imputation, with careful consideration given to potential biases. Alternative phrases like "partial data sets" or "missing data entries" can be used depending on the context. Always ensure transparency when dealing with "incomplete data records" in research to maintain the rigor and credibility of your findings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

partial data sets

Emphasizes the partial nature of the data, suggesting some but not all data is present.

deficient data records

Highlights the lack or shortage of necessary data within the records.

missing data entries

Focuses on the absence of specific entries in the data.

fragmentary data records

Suggests the data records are broken or not whole.

uncompleted data records

Indicates the records have not been fully filled or finalized.

data records with omissions

Specifically points out that data is missing due to something being left out.

data records lacking information

Highlights the absence of required information within the records.

imperfect data records

Indicates that the data records are not ideal, with flaws in the completeness.

flawed data records

Emphasizes imperfections or errors in the records, impacting data integrity.

compromised data records

Suggests the integrity or reliability of the data records is questionable.

FAQs

What does "incomplete data records" mean?

The term "incomplete data records" refers to entries in a dataset where some information is missing or not fully recorded. This can happen for various reasons, such as errors in data entry, loss of data, or participants not providing all requested information.

What are some strategies for dealing with "incomplete data records" in research?

Common strategies include complete-case analysis (removing records with missing data), imputation (replacing missing values with estimated values), and using statistical methods that can handle missing data, such as multiple imputation or mixed models.

Is it acceptable to exclude "incomplete data records" from my analysis?

Excluding "incomplete data records" (complete-case analysis) is acceptable but may introduce bias if the missing data is not missing completely at random (MCAR). Consider the potential impact on your results and whether alternative methods are more appropriate.

What are some alternatives to "incomplete data records"?

You can use alternatives like "partial data sets", "deficient data records", or "missing data entries" depending on the specific context.