a sample of responders

USAGE SUMMARY

The phrase "a sample of responders" is correct and usable in written English.
It can be used when referring to a subset of individuals who have provided feedback or answers in a survey or study. Example: "In our research, we collected data from a sample of responders to analyze their opinions on the new product."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

A sample of responders to the pilot follow up questionnaire, were sent the questionnaire again one month later to assess the test-retest reliability of the questionnaire items.

BMC Musculoskeletal Disorders

The study population consisted of a sample of responders to the Millennium Cohort questionnaire and might not be representative of all combat deployers in the US military population.

British Medical Journal

The study population consisted of a sample of responders to the Millennium Cohort questionnaire and may not be representative of the military population.

BMC Medical Research Methodology

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The similarity in response rates between respondents and a sample of primary responders suggests that non-response bias was minimal and the sample was therefore representative of all professional nurses in South Africa.

Human Resources for Health

Previous interventions using pre-formulated implementation intentions to promote CRC screening using FOBt have had no overall impact on screening uptake in a large, population-based sample [ 16], and only a modest impact in a sample of previous responders [ 17].

BMC Cancer

8 Briefly, a symptom survey asked responders to rate the importance of a range of factors that could influence management choices, and semi-structured telephone interviews with a sample of survey responders explored decision-making processes, identifying other factors influencing management choices.

British Journal of General Practice

Each was sent a postal questionnaire and a random sample of responders plus a sample of those with symptoms suggestive of asthma (symptomatic sample) were invited for further tests.

European Respiratory Journal

Results did not show statistically significant differences between two treatment groups (continued CBT or SRT) among a sample of non-responders to CBT in pediatric OCD.

European Child and Adolescent Psychiatry

A sample of non-responder women aged 35 64 years, belonging to three different programmes (in Rome, Florence and Teramo), was randomly split into four arms: two control groups received standard recall letters to perform either Pap-test (first group) or human papillomavirus (HPV) test (second group) at the clinic.

British Journal of Cancer

The limitations of this study include having a small sample of responders which limited some analyses and decreasing the generalizability of our results.

Health and Quality of Life Outcomes

The results of a sample of primary non-responders (non-respondents to the first mailing attempt) were compared to that of the primary responders (respondents to the first mailing attempt) to assess non-response bias [ 48].

Human Resources for Health

Expert writing Tips

Best practice

When describing research methodology, clearly define the criteria used to select the "a sample of responders" to ensure transparency and replicability.

Common error

Avoid generalizing findings from "a sample of responders" to the entire population without acknowledging potential biases. The responders might not be fully representative.

Linguistic Context

The phrase "a sample of responders" functions as a noun phrase, identifying a specific subset of individuals within a larger group. Ludwig AI confirms its use in scientific and research contexts.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "a sample of responders" refers to a subset of individuals who have provided answers or feedback, particularly within research and survey contexts. Ludwig AI identifies its primary usage within scientific publications. While grammatically correct, it is important to consider potential biases when extrapolating findings from this sample to a larger population. Alternatives like "a selection of respondents" or "a group of participants who responded" can offer stylistic variations. When employing this phrase, ensure clarity regarding the selection criteria and limitations of the sample to maintain transparency and rigor in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a selection of respondents

Replaces "sample" with "selection", offering a slightly different nuance but maintaining the core meaning.

a representative sample of those who responded

Adds the qualifier "representative" to emphasize the sample's accuracy.

a group of participants who responded

Breaks down the phrase to highlight the action of responding and replaces "sample" with "group".

a subset of survey takers

Specifies the context as a survey and uses "subset" instead of "sample".

a pool of survey participants

Replaces "sample" with "pool" and emphasizes the survey context.

a portion of those who replied

Uses "portion" and "replied" for a less formal tone.

a cohort of individuals responding

Uses more formal and academic phrasing with 'cohort'.

a segment of the answering population

Employs "segment" and "answering population" for a more technical feel.

a cross-section of answering individuals

Emphasizes the diversity within the sample.

respondent subgroup

Concise and direct alternative, suitable for technical writing.

FAQs

How can "a sample of responders" be used in research?

In research, "a sample of responders" is crucial for drawing conclusions about a larger population. Researchers analyze this subset to understand trends, opinions, or behaviors relevant to the study's objectives. The validity of the conclusions depends on how well the sample represents the entire population.

What does it mean if a sample is biased towards certain "responders"?

A biased sample means that certain types of responders are overrepresented, leading to skewed results. For instance, if a survey only reaches tech-savvy people, findings might not accurately reflect the views of the entire population. Addressing bias is critical for reliable research.

What are some alternatives to the phrase "a sample of responders"?

You can use alternatives like "a selection of respondents", "a group of participants who responded", or "a subset of survey takers" to add variety to your writing.

How does the size of "a sample of responders" affect the results of a study?

The sample size directly impacts the statistical power of a study. Larger samples generally provide more reliable results and better represent the overall population, reducing the margin of error. Smaller samples may lead to less conclusive findings and a higher risk of error.