data was ascertained through

USAGE SUMMARY

The phrase "data was ascertained through" is correct and usable in written English.
It can be used when describing the method or process by which information or data was obtained or determined. Example: "The data was ascertained through a series of surveys conducted over the past year."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The quality of the data was ascertained through visual inspection of the scout projection and reconstruction images.

GigaScience

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Demographic and socioeconomic data were ascertained through a structured questionnaire.

Environmental Health Perspectives

Socio-demographic, household income, and comorbidity data were ascertained through the telephone interview.

BMC Nephrology

Recurrence and survival data were ascertained through the Rhode Island Tumor Registry and Rhode Island Hospital chart review.

BMC Cancer

All data were ascertained through the Hawaii Tumor Registry (HTR), which provides population-based coverage of all newly diagnosed cancer cases and subsequent follow-up status for residents of Hawaii.

BMC Cancer

Cancer information was ascertained through the National Cancer Institute's (NCI's) Surveillance, Epidemiology and End Results (SEER) program and linked to MHOS data.

Duke University

Normality of data was ascertained via the Kolmogorov-Smirnov test.

BMC Musculoskeletal Disorders

Our primary outcome of interest was ascertained through data from the local comprehensive provider of HIV clinical monitoring in a setting with no financial barriers to healthcare and we are unaware of any reason individuals might differentially report incarceration history based on their viral load status.

BMC Infectious Diseases

Absence of close relationships between the individuals was ascertained through interview data.

BMC Evolutionary Biology

Second, although the self-reported data may have been affected by reporting bias, we do not believe that individuals could have differentially reported housing status based on their time to all-cause-mortality, which was ascertained through administrative data.

BMC Public Health

Vital status was ascertained through 31 December 2009 using data from the National Center for Health Statistics Nationall Death Index (NDI).

European Journal of Cancer Prevention

Expert writing Tips

Best practice

When using "data was ascertained through", ensure the method of ascertainment is clearly and specifically stated. This adds credibility and allows for reproducibility of results.

Common error

Avoid using "data was ascertained through" without specifying the exact method. For instance, instead of saying "Data was ascertained through research", specify "Data was ascertained through a series of surveys conducted over the past year."

Linguistic Context

The phrase "data was ascertained through" functions as a passive construction describing how data was obtained or determined. As Ludwig AI indicates, it describes the methodology employed to confirm the data's accuracy. The example sentence provided by Ludwig shows it being used to describe the quality of data obtained.

Expression frequency: Common

Frequent in

Science

95%

Academia

3%

Formal & Business

1%

Less common in

News & Media

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "data was ascertained through" is a grammatically correct phrase that indicates the method by which data was determined or verified. Ludwig AI confirms its appropriateness for describing data collection methodologies. It's commonly found in scientific and academic writing, reflecting a formal and objective tone. To enhance clarity, always specify the exact method used. Alternatives like "data was obtained via" or "data was acquired through" can be used to vary phrasing while maintaining a similar meaning. Keep in mind, as indicated by Ludwig AI that there's only one sentence available with a match of 100%, so it's key to ensure the proper and exact use of this expression.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data was obtained via

Replaces "ascertained" with "obtained", indicating a more general acquisition of data.

data was acquired through

Substitutes "ascertained" with "acquired", suggesting a formal data gathering process.

data was determined by means of

Replaces "ascertained through" with a more formal "determined by means of", emphasizing the methodology used.

data was established using

Changes "ascertained" to "established", highlighting validation and confirmation of data.

data was gathered from

Replaces "ascertained through" with "gathered from", focusing on the source of the data.

data was collected via

Substitutes "ascertained" with "collected", indicating a structured data gathering effort.

data was verified through

Changes "ascertained" to "verified", emphasizing the validation aspect of the data.

data was confirmed by

Replaces "ascertained through" with "confirmed by", focusing on the corroboration of the data.

data was derived from

Substitutes "ascertained" with "derived", suggesting the data was extracted or calculated from another source.

data was deduced using

Changes "ascertained" to "deduced", highlighting a logical inference process to reach the data.

FAQs

What does "data was ascertained through" mean?

The phrase "data was ascertained through" means that information or data was discovered or determined by means of a particular method or process. It implies a degree of certainty and verification in how the data was obtained.

How can I use "data was ascertained through" in a sentence?

You can use "data was ascertained through" to describe the process by which data was obtained. For example, "The patient's medical history "was ascertained through" a review of hospital records and interviews."

What are some alternatives to "data was ascertained through"?

Alternatives include phrases like "data was obtained via", "data was acquired through", or "data was determined by means of". The best choice depends on the specific context and the nuance you want to convey. All these variations can be found in the related phrases section above, feel free to read them and explore when it's more appropriate to use one over the other.

Is it better to use active or passive voice with "data was ascertained through"?

The phrase is inherently in the passive voice. To convert it to active voice, you might rephrase it as: "We ascertained the data through..." or "The researchers ascertained the data through..." The choice depends on whether you want to emphasize the method or the actor.