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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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sample effort

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "sample effort" is correct and usable in written English.
It can be used when referring to a trial or test attempt, often in the context of research or project work. Example: "The team conducted a sample effort to gauge the effectiveness of the new marketing strategy before full implementation."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

Fig. 7 Relationship between sample effort per catchment and the number of (a) alliances and (b) associations recorded and the size of each catchment with the number of (c) alliances and (d) associations.

However, if the objective were to map by factorial kriging the coarser-scale components of variation, driven primarily by parent material, then for two of the metals (Co and Cr) the 5-km grid was adequate, and the sample effort of the survey from which the data were taken (0.44 samples km− 2) was excessive.

Science

Geoderma

The number of song variants and the number of song types increased linearly with sample effort (Fig. 4) indicating that larger sample sizes would be required to find the total repertoire size of individuals.

Science

Plosone

Analyses of species richness in relation to sampling effort using the Chao index [33] revealed that sampling efforts were adequate for the regenerating forest, but in the stable forest variation between plots were large and a larger sample effort needed.

Science

Plosone

To account for any variations in sample effort when making year to year comparisons, the relative size of an epidemic for a given type and subtype in a given country and year was determined as a percent of the total number of isolates in a given year belonging to a particular type and subtype.

Science

Plosone

Furthermore, while some of these similarity indices are robust to incomplete sampling and low sample effort, these require a level of data complexity that is not often available in meta-analyses of multi-taxa datasets (for example, estimation of probabilities of detection requires that the community is sampled several times and is divided into multiple spatially explicit subsamples).

Science

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Analyzing sites that had more than three sampling events suggests the explanation of inadequate sampling effort is only partially correct.

Estimates for macrofaunal abundance tended to be negatively biased, especially at levels of sampling effort most commonly reported in the literature, and accuracy decreased with decreasing sampling effort.

Figure 7 The relationship between the uncertainty in EAGB per NFMP and sampling effort.

This procedure could considerably reduce the sampling effort required to characterise longitudinal variation in ρg.

We also found that the sampling effort was weakly affected by environmental constraints.

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Expert writing Tips

Best practice

When discussing the methodology of a study, clearly define what constitutes "sample effort". Specify the units of measurement (e.g., number of samples, area covered, time spent) to ensure replicability and understanding.

Common error

Avoid using "sample effort" as a general term for the quality or thoroughness of a sampling process. Instead, ensure it quantitatively reflects the resources or activities invested in obtaining the sample.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "sample effort" functions primarily as a noun phrase, often serving as the subject or object of a sentence. It quantifies the resources or activities invested in obtaining a sample within a study or experiment. Ludwig provides examples where it relates to measuring or adjusting the intensity of data collection. It is mostly used in the context of science.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "sample effort" is a scientifically-rooted term describing the amount of work invested in collecting samples, a quantifiable measure used in studies and reports. As confirmed by Ludwig AI, it is grammatically sound and serves to specify the methodology of gathering data. Primarily utilized in the formal and scientific registers, "sample effort" highlights the need for clarity and precision in methodology. To convey the essence, consider using alternatives like "sampling intensity" or "sampling extent" depending on context.

FAQs

How can I accurately describe "sample effort" in a scientific paper?

Quantify your "sample effort" by specifying metrics like the number of samples collected, the area surveyed, or the time invested. This enhances reproducibility and clarity.

What does "increasing sample effort" mean in ecological studies?

Increasing "sample effort" often translates to collecting more samples, surveying larger areas, or increasing the frequency of observations to obtain a more representative dataset.

Is "data collection effort" the same as "sample effort"?

"Sample effort" is more specific, referring to the effort involved in obtaining a sample. "Data collection effort" is a broader term that includes all activities related to gathering data, which may or may not involve physical samples.

How does "sample effort" affect the reliability of research results?

Generally, higher "sample effort" (more samples, wider coverage) leads to more reliable and representative results, reducing the risk of bias and increasing the statistical power of the study. However, this depends on the research design and the specific characteristics of the population being studied.

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Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: