Sampling Techniques In addition to determining how the data will be collected and which measures to use, when conducting research, researchers must decide who will be asked to participate. Obtaining...

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Sampling Techniques


In addition to determining how the data will be collected and which measures to use, when conducting research, researchers must decide who will be asked to participate. Obtaining an adequate sample is one of the most important factors in conducting research. Locate two research studies on Proquest or EbscoHost (or another search engine through Ashford’s library), one that utilized a probability sampling method and one that utilized a non-probability sampling method. Answer the following questions regarding each study:



  1. What sampling procedure was used? Discuss in detail and in your own words how the sample was selected and collected.

  2. For the probability sampling method, did the sample adequately represent the population? Why or why not?

  3. What other probability and non-probability sampling procedures could have been used?

  4. What changes could you suggest that would make the sampling procedures more rigorous?

  5. In your opinion, which study and sampling procedure produced the most rigorous research and why?


Post should be at least 300 words.

Answered 1 days AfterMar 22, 2021

Answer To: Sampling Techniques In addition to determining how the data will be collected and which measures to...

Divya answered on Mar 23 2021
134 Votes
Running Head: SAMPLING TECHNIQUES                            1
SAMPLING TECHNIQUES                                    5
SAMPLING TECHNIQUES
Table of Contents
i. Sampling Technique Used and Colle
ction as well as Selection of Samples    3
ii. Adequate Representation of Population by Probability Sampling Method    3
iii. Other Sample Method: Stratified Sampling Procedure    3
iv. Changes in Sampling Procedures    4
v. Systematic Sampling Producing Most Rigorous Research    4
References    5
i. Sampling Technique Used and Collection as well as Selection of Samples
In the paper by Elfil and Negida (2017), probability sampling was used, which includes irregular determination, permitting the researchers to create strong factual inductions around the entire group. In case you need to deliver results that are representative of the full populace, probability-sampling techniques are the foremost substantial choice.
On the other hand, in the paper by Septemuryantoro and Lewa (2019), non-probability sampling was used, which includes non-random determination based on comfort or other criteria, permitting you to collect information effortlessly. As mentioned by MacInnis, Krosnick, Ho and Cho (2018), the non-probability sampling methods are frequently utilized in exploratory and subjective inquire about.
In these sorts of research, the point is not to test a theory around a wide populace, but to create a starting understanding of a little or under-researched populace. In that case, the researchers can select non-probability sampling method. ...
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