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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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according to the questionnaires

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "according to the questionnaires" is correct and usable in written English.
It can be used when referencing information or data that has been gathered from questionnaires or surveys. Example: "According to the questionnaires, the majority of participants preferred option A over option B."

✓ Grammatically correct

Science

Formal & Business

News & Media

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

According to the questionnaires, about half of the remaining 60%% are technically capable to adapt for offering control power.

According to the questionnaires, active implementation was successful as well.

Scoring of the PRO end points (scales) and missing data were handled according to the questionnaires' scoring guidelines.

According to the questionnaires, only 48 of 123 with ⩾24 months of oestrogen deprivation had undergone a DXA scan (40% scan findings were unavailable on six).

Even the prescription of antibiotics to the mothers and their off-springs was equal according to the questionnaires, albeit a certain underreporting may be suspected.

According to the questionnaires completed by the parents, 10 cases of early marriage among the school-age children prompted dropout, which works out as 4.3% of dropout causes reported by parents.

Formal & Business

Unicef
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Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

He had a sesson with a private who had apparently been transferred because of an unusual linguistic background; according to the questionnaire he had fluent reading, writing, and speaking mastery of Latin and classic Greek.

News & Media

The New Yorker

All patients were asked the above questions according to the questionnaire.

According to the questionnaire diagnoses, 30 (7.5%) of the 399 had MIG and 35 (8.8%) had TTH.

The sensitivity, specificity, PPV and NPV for diagnosing migraine and TTH according to the questionnaire are shown in Table 1.

The assessments were done according to the questionnaire with 26 items on the earlier prepared questionnaire on paper per park (see Table 1).

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Expert writing Tips

Best practice

Be specific about which questionnaires you're referring to, especially if multiple surveys were conducted, to avoid ambiguity.

Common error

Avoid making broad statements based on limited responses. Always qualify findings with details such as sample size and demographics.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "according to the questionnaires" functions as a prepositional phrase that introduces information derived from survey responses. It serves to attribute specific data, findings, or conclusions to the questionnaires as the source, providing a basis for the information being presented. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Common

Frequent in

Science

76%

Formal & Business

12%

News & Media

12%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "according to the questionnaires" is a grammatically correct and commonly used phrase to attribute information to survey results. Ludwig AI confirms its broad usability. It's particularly frequent in scientific and formal contexts, serving to enhance the credibility of claims by grounding them in empirical data. When using this phrase, ensure that the data is accurately represented and appropriately qualified, as overgeneralizing findings is a common pitfall.

FAQs

How can I use "according to the questionnaires" in a sentence?

Use "according to the questionnaires" to introduce information or findings derived from survey responses. For example: "According to the questionnaires, most participants preferred online learning." Consider linking to relevant data if possible.

What are some alternatives to "according to the questionnaires"?

You can use alternatives like "based on the survey responses", "as reported in the questionnaires", or "the surveys reveal that". Each alternative slightly shifts the emphasis of the sentence. For example: "based on the survey responses".

Is it better to say "according to the questionnaire" or "according to the questionnaires"?

Use "according to the questionnaire" when referring to a single survey. Use "according to the questionnaires" when referring to multiple surveys. The choice depends on the number of surveys you are referencing.

How can I avoid misinterpreting data from questionnaires?

To avoid misinterpretation, carefully review the survey methodology, sample size, and potential biases. Ensure your conclusions are supported by the data and avoid making generalizations that the data cannot justify. Be mindful of wording and clarify that you're reporting what was stated, not necessarily objective truth.

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Source & Trust

83%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Most frequent sentences: