data conducted through

USAGE SUMMARY

The phrase "data conducted through" is not correct in standard written English.
It is unclear and does not convey a clear meaning, as "conducted" is typically used with actions rather than data. Example: "The results of the study were based on data collected through surveys."

⚠ May contain grammatical issues

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Dr. Pentland calls his research "reality mining" to differentiate it from an earlier generation of data mining conducted through more traditional methods.

The New York Times

A fully programmable logic controller (PLC) automated three-column pilot plant was built to perform the study with real-time control and data acquisition conducted through Human Machine Interface/Supervisory Control and Data Acquisition (HMI/SCADA) system.

Energy Procedia

Fourth, the data analysis was conducted through triangulation of data by having two independent reviewers (RH and NA).

Health Research Policy and Systems

Data collection was conducted through an online data-collection website (Qualtrics).

CBE Life Sciences Education

Data collection was conducted through project visits and the collection of project related available information.

Carbon Balance and Management

Data analysis was conducted through one-way ANOVA and Duncan tests.

International Journal of Recycling of Organic Waste in Agriculture

Data collection was conducted through fourteen semi-structured focus group discussions, between 2008 and 2009.

Appetite

Primary data collection was conducted through a questionnaire survey among students attending the course in four consecutive academic years.

Procedia - Social and Behavioral Sciences

Data collection was conducted through interviews from January 2015 to March 2016, and all the PHC nursing professionals were invited to participate in the survey by telephone, on which occasion the scope and objectives of the survey were explained to them, emphasizing the nature of voluntary participation.

Psicologia: Reflexão e Crítica

Data analysis was conducted through a general inductive analysis.

BMC Public Health

Data collection was conducted through face-to-face interviews by trained interviewers.

Clinical interventions in aging

Expert writing Tips

Best practice

Avoid using "conducted through" with data. Instead, use verbs like "collected", "analyzed", or "processed" to describe actions performed on data.

Common error

The word "conducted" typically refers to actions or processes, not the data itself. Replace it with a more appropriate verb to clarify the meaning. For example, use "data collected through surveys" instead of "data conducted through surveys".

Linguistic Context

The phrase "data conducted through" attempts to describe a process related to data. However, it's grammatically unsound, as "conducted" typically applies to actions rather than data itself. This misapplication obscures the intended meaning, as shown by Ludwig's analysis, deeming the phrase incorrect.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Science

0%

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, the phrase "data conducted through" is grammatically incorrect and lacks clarity. Ludwig AI analysis indicates that the phrase is not used in standard English. It is recommended to use alternative phrases like "data collected through", "data analyzed using", or "data processed via" to accurately and effectively convey the intended meaning. Always ensure that the verb used accurately describes the action performed on the data to maintain clarity and precision in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data gathered through

Replaces "conducted" with "gathered", focusing on the collection aspect of data.

data collected via

Substitutes "conducted through" with "collected via", emphasizing the means of data collection.

data acquired through

Similar to "gathered through" but with a slightly more formal tone.

data obtained by means of

Uses a more formal structure to indicate how the data was acquired.

data analyzed using

Changes the focus to data analysis rather than collection, specifying the method used for analysis.

data processed with

Emphasizes the processing aspect, indicating the tools or techniques used to process the data.

data derived from

Highlights the source from which the data was extracted or calculated.

data assessed via

Shifts the emphasis to the evaluation or assessment of data.

data generated by

Focuses on the data's origin or the process that created it.

data investigated through

Highlights the investigative process involving the data.

FAQs

How can I correctly use "data" with collection methods?

Instead of saying "data conducted through", use phrases like "data collected through", "data gathered via", or "data obtained by means of" to clearly indicate how the data was acquired.

What verbs are more appropriate to use with "data" than "conducted"?

More suitable verbs include "collect", "analyze", "process", "derive", "acquire", "generate", "assess", and "investigate". Choose the verb that best reflects the action performed on the data.

Is "data conducted through" considered grammatically correct in academic writing?

No, it is not grammatically correct. In academic and formal writing, it's essential to use precise language. Use alternatives like "data collected through" or "data analyzed using" instead.

What are some formal alternatives to "data conducted through"?

Formal alternatives include "data obtained by means of", "data acquired through", or "data derived from". These options are more precise and suitable for professional or academic contexts.