Is 40 participants a good sample size?

The proposed sample size is based on previous recommendations indicating a total sample of between 24 and 50 participants is best practice for feasibility studies [47,48]. Additionally, sample sizes of 10-20 per group have been recommended for pilot studies considering group-time interactions [49] .
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Is 40 participants a small sample size?

40 participants is an appropriate number for most quantitative studies, but there are cases where you can recruit fewer users. Page Laubheimer is a Senior User Experience Specialist with Nielsen Norman Group.
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Is 40 a large enough sample size?

You have a symmetric distribution or unimodal distribution without outliers: a sample size of 15 is “large enough.” You have a moderately skewed distribution, that's unimodal without outliers; If your sample size is between 16 and 40, it's “large enough.” Your sample size is > 40, as long as you do not have outliers.
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Is 40 a good sample size for qualitative research?

On p. 149, you'll find that "20 to 40 interviewees is a normal range" but also, that the sampling size depends on (1) population you're interested in and (2) the type of research question. That's why bigger is not always better (as it is in surveys).
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Is 50 participants a good sample size?

Most statisticians agree that the minimum sample size to get any kind of meaningful result is 100. If your population is less than 100 then you really need to survey all of them.
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Why Use 40 Participants in Quantitative UX Research?

Is a sample size of 30 too small?

The sample size rule of thumb shows that you should collect a minimum of 30 data points for each group for continuous data and 50 for attribute data. The data sample size may feel small, but generally speaking, these sample sizes allow us to make very good decisions based on the data.
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Is 30 a large sample?

A sample size of 30 is generally considered a relatively small sample size, and may not always be large enough to make generalized claims about huge populations.
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Is 40 respondents enough for quantitative research?

There are many different formulas and approaches to calculating the correct sample size for a quantitative study, but that's a topic for another time. (If you came here looking for recommendations for a quantitative study, Nielsen Norman Group says 40 participants is usually appropriate, with some exceptions.)
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What is an ideal sample size?

Many statisticians concur that a sample size of 100 is the minimum you need for meaningful results. If your population is smaller than that, you should aim to survey all of the members. The same source states that the maximum number of respondents should be 10% of your population, but it should not exceed 1000.
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Is 50 respondents enough for qualitative research?

The standard in qualitative research is that it takes 12-13 responses to reach saturation -- meaning whether you survey 13 or 130 people, the number of insights/themes you get is the same. There are folks who debate the exact number of participants, but most in the scientific community agree it's below 20.
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What is the rule of thumb for sample size?

Summary: The rule of thumb: Sample size should be such that there are at least 5 observations per estimated parameter in a factor analysis and other covariance structure analyses. The kernel of truth: This oversimplified guideline seems appropriate in the presence of multivariate normality.
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How many samples do I need for 95 confidence?

To be 95% confident that the true value of the estimate will be within 5 percentage points of 0.5, (that is, between the values of 0.45 and 0.55), the required sample size is 385. This is the number of actual responses needed to achieve the stated level of accuracy.
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Is 50 a small sample size?

In general, a sample size of 10 or so is considered very small - so small as to be too small for serious research. A sample size of 20–40 is considered to be small - and this small size can be used in research, but with some concern about erroneous conclusions. At a size of 100, that's a large sample.
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How big is too big of a sample size?

Answer and Explanation: 1 A sample size of 30 or more is considered adequate or large enough to apply the Central limit theorem for the sampling distribution of sample means. However, with a too-large sample size, a researcher can be guaranteed a statistically significant result with or without practical significance.
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What is a good number of participants for a quantitative study?

If the research has a relational survey design, the sample size should not be less than 30. Causal-comparative and experimental studies require more than 50 samples. In survey research, 100 samples should be identified for each major sub-group in the population and between 20 to 50 samples for each minor sub-group.
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Is 32 a good sample size?

Sample size estimation with two means

and for 90% of statistical power, the sample size will be 32.
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What is the best effective sample size?

Extending this concept to sample size, the effective sample size of a design is the size of a simple random sample with replacement that would have produced the same estimated sample variance for the estimator under consideration.
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What is a normal large sample size?

According to the central limit theorem, (a) if the sample data are approximately normal then the sampling distribution too will be normal; (b) in large samples (> 30 or 40), the sampling distribution tends to be normal, regardless of the shape of the data (2, 8); and (c) means of random samples from any distribution ...
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Why is 30 the minimum sample size?

Its principle is simply applied. With a sufficiently large sample size, the sample distribution will approximate a normal distribution, and the sample mean will approach the population mean. It suggests that if we have a sample size of at least 30, we can begin to analyze the data as if it fit a normal distribution.
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What is the optimal sample size?

The ideal sample size for a population of 5,000 people with a confidence level of 95% and a margin of error of 5% is 357. You can calculate this using our online calculator. This number can also be used for a convenience sample. It indicates how much respondents you need to get a representative sample.
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Is 30 participants enough for qualitative research?

Our general recommendation for in-depth interviews is a sample size of 30, if we're building a study that includes similar segments within the population. A minimum size can be 10 – but again, this assumes the population integrity in recruiting.
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Is 40 a large sample size?

Note: In some textbooks, a ``large enough'' sample size is defined as at least 40 but the number 30 is more commonly used.
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Is 30 people a small sample size?

Although one researcher's “small” is another's large, when I refer to small sample sizes I mean studies that have typically between 5 and 30 users total—a size very common in usability studies.
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Is a sample size of 20 too small?

Some researchers consider a sample of n = 30 to be “small” while others use n = 20 or n = 10 to distinguish a small sample size. “Small” is also relative in statistical analysis.
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