The size of the sample plays a crucial role in reducing sampling mistakes

QUESTION:

Please answer the following question in three hundred words delving into both pros and cons of the answer using at least 3-4 reliable peer reviewed academic journal citation sources – NOT THE ONES ALREADY USED IN THE CONTEXT GIVEN

According to Yang et al. the size of the sample plays a crucial role in reducing sampling mistakes. However, it is important to note that increasing the sample size can result in significant costs and time constraints. Are there any further strategies that can be employed to reduce sampling errors?

In relation to the above context, what are the counterarguments and limitations of the issues being talked about.
Points to Note:

No more than three hundred words

Should be a critical analysis so pros and cons to all arguments

Research module content needs to have a lot of academic citations within each paragraph to back up claims. This shows that different points of view were considered and that a lot of reading was done.

Must include citations to support your arguments. Citations should be from academic sources only NOT RANDOM WEBSITES OR ANY UNIVERSITY WEBSITES.

All citations should be referenced clearly with (workable) links so I am able to read these in more detail to develop an understanding.

Many tutors are using references they have saved in the past but these no longer work so please ensure the link works.