Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
identifying respondents
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "identifying respondents" is correct and usable in written English.
It can be used in contexts related to surveys, research, or data collection where you need to specify or recognize the individuals participating in a study. Example: "The first step in our research process involves identifying respondents who meet our criteria for the survey."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
11 human-written examples
Case selection had three steps: (1) identifying respondents, (2) initial assessment of uncertainty and controversy, and (3) iterating the process to converge on clear-cut assessments.
This implies that SAD diagnostic criteria and associated clinical thresholds are identifying respondents with similar levels of psychological distress between the two survey measures.
Where qualitative data are used to elaborate points in this paper, we attribute the comments identifying respondents by ethnicity and gender.
This problem may be addressed by first identifying respondents' motives for migrating and subsequently testing those for sensitivity to climate change.
Science
It demonstrated good concurrent validity in identifying respondents with suicidal ideation (sensitivity = 0.95 and specificity = 0.71) and suicide attempts (sensitivity = 1 and specificity = 0.69) in the past 12 months.
Thus, the information available for this study consisted of the data provided by informal carers through our questionnaire, exclusive of information identifying respondents (i.e. their names and addresses) or patients (i.e. data from the assessment agency registry).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
49 human-written examples
(He did not participate in the poll; Charney Research did not identify respondents willing to grant followup interviews).
News & Media
We reviewed prior convictions to identify respondents who were already prohibited from possessing firearms under federal or California law.
Science
We used several techniques in the survey implementation to identify respondents in our efforts to approach this goal of a SCALE-UP census.
The generally used cut-off score of 16 and above was used to identify respondents with clinically significant levels of depressive symptoms.
Science
The generally used cut-off score of 8 and above was used to identify respondents with the possible presence of anxiety [20].
Science
Expert writing Tips
Best practice
When writing research papers, clearly define the criteria for "identifying respondents" to ensure transparency and replicability.
Common error
Avoid using "identifying respondents" when you mean anonymizing their data. The former refers to the selection process, while the latter ensures privacy.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "identifying respondents" functions as a gerund phrase, often used as a noun to describe the act of selecting or determining the participants in a study or survey. It clearly articulates the initial stage of participant selection, aligning with Ludwig's examples.
Frequent in
Science
75%
News & Media
15%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "identifying respondents" is a grammatically sound and commonly used term, particularly in scientific and research contexts, to describe the process of selecting participants for studies. As Ludwig AI confirms, it’s clear and usable in written English. While alternatives such as "locating respondents" or "selecting respondents" exist, "identifying respondents" provides a specific focus on the initial determination of suitable participants. It is crucial to avoid confusing it with concepts like data anonymization. Its prevalence in academic and scientific literature underscores its formality and precision, making it ideal for research papers and reports.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
locating respondents
Focuses more on the physical or logistical aspect of finding participants.
pinpointing respondents
Emphasizes precision in selecting the correct individuals.
selecting respondents
Highlights the choice aspect from a larger pool.
determining respondents
Stresses the decision-making process in defining who qualifies.
recognizing respondents
Implies acknowledging or validating participants' roles or identities.
finding respondents
A more general term for discovering participants.
ascertaining respondents
Suggests a formal or investigative approach to confirming participant eligibility.
uncovering respondents
Implies revealing or discovering participants who may not be immediately obvious.
distinguishing respondents
Focuses on setting apart the participants from a broader group.
classifying respondents
Emphasizes categorizing or grouping respondents based on specific criteria.
FAQs
How can I use "identifying respondents" in a sentence?
You can use "identifying respondents" to describe the process of selecting participants for a study, survey, or research project. For example, "The first step involved "identifying respondents" who met the inclusion criteria".
What are some alternatives to "identifying respondents"?
Depending on the context, alternatives to "identifying respondents" include "selecting participants", "locating subjects", or "determining interviewees".
Is it appropriate to use "identifying respondents" in formal writing?
Yes, "identifying respondents" is appropriate for formal writing, especially in research papers, reports, and academic articles. It clearly and precisely describes the process of selecting individuals for a study.
What is the difference between "identifying respondents" and "recruiting respondents"?
"Identifying respondents" refers to the process of determining who is eligible and suitable for a study. "Recruiting respondents", on the other hand, involves actively seeking and inviting those identified individuals to participate.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested