Critically Discuss Sampling Strategies in Qualitative, Quantitative and Mixed Methods Research
IntroductionSampling is an important element in all academic researches because it influences the reliability and validity of the researches (Camic, Rhodes, & Yardley, 2003). Sampling generally means the selection of participants, units or settings to be investigated. There are basically three types of research methods, namely qualitative, quantitative and mixed methods research. While conducting different kinds of studies, researchers tend to adopt different sampling strategies because of the different goals of different research approaches. This essay intends to discuss the sampling strategy in qualitative, quantitative and mixed methods research. By analyzing the various purposes of quantitative and qualitative researchers, the sampling strategies used in qualitative and quantitative researchers, as well as their strengths and weaknesses are discussed. Besides, the mixed methods research which combines both probability and non-probability sampling strategy is also discussed. Quantitative research and sampling strategyBefore discussing the sampling strategies of researches, it is necessary to understand the objective of the researches. Although selecting a study sample to ensure the effectiveness and ethics is important for all academic researches, the goal for quantitative researches is to draw a representative sample from the population (Teddlie and Yu, 2007). To ensure that the research findings can be generalized back to the population, quantitative researches therefore strive for random sampling selection method (Delice, 2010). Therefore, researches need to include different types of people in their quantitative studies to achieve the goal of inferring from one sample to a population. In quantitative researches, the researchers need to create paradigms which are closely associated with the selection of research techniques. To put it more explicitly, paradigms place lots of emphasis on the generalizability and reliability of the research findings. In order to achieve data reliability and generalizability, it is essential for quantitative researchers to pay special attention to the selection of sample representatives (Henn, Weinstein and Foard, 2006). The basic sampling strategies are probability and non-probability approaches. Non-probability sampling approach means that the population is not selected in a mathematically random way (Henn, Weinstein and Foard, 2006). Different types of non-probability approaches include accidental sampling, quota sampling, judgmental sampling and snowball sampling. Non-probability sampling is criticized for its limited ability to generalize data because nonrandom samples are selected (McNeil & Chapman, 2005). Probability sampling, on the other hand, can generalize representative sample because there is a specifiable chance for the populations in each unit to be selected. Compared with non-probability sampling, probability sampling can enable the researchers to make the accurate generalization to the population under study. Therefore, probability sampling is suitable for quantitative researches.
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Women’s Fight for Social EqualityJoin now to read essay Women’s Fight for Social EqualityWomen’s Fight for Social EqualityIf I were to teach a class that dealt with the twentieth century in America, I would choose to make my focus the women’s struggle for social equality. Comprising fifty-percent of the population, women are by far the largest “minority” in the United States. Through them I could relate the most important social, political and economic trends of the century. Their achievements, as well as their missteps, tell us a story of America that we most often hear of in snatches, or read about in digressions. Though we are making an effort to improve women’s right for equality, the American dream is still yet to be achieved by many mothers, sisters, aunts, wives, and daughters.
The Feminist Party
The American Feminist Party is a grassroots political party on the rise. Unlike other grassroots political parties the American Feminist Party does not use the term “female” as a social label. Rather, the feminists of America stand in solidarity with women and support their work. Women speak out and participate in all branches of the political community, from law and business to politics and policy. The National Feminist Caucus is an influential group. It has helped make women more visible, as well as promoting a feminist agenda. Since its founding in 1989 the Feminist Party has expanded its leadership range, focusing on issues such as education, women’s issues, health care and economic policy. More than 600 members have been registered for membership and over 3 million members live in the United States, representing a wide range of social and political views, some of whose members represent women. For more information, visit the Women Party website.
America’s Feminist Party has led the way in promoting a free and equal society and for women in the workplace—everyday! Our call was not an election campaign or the election of a president.
If that were not enough, the American Feminist Party had no issue with the recent protests outside of your hotel. A group of activists from around the country, including members of various other grassroots organizations, gathered in front of your hotel last week in solidarity with your hotel, urging the Federal Bureau of Investigation. The group’s website states with striking emphasis:
“Our call was not an election campaign or the election of a President. Our call was not an election-related campaign or election-related government crackdowns. Our call is, in fact, a call for immediate, transparent, fair, and fair oversight and, more importantly, for independent, transparent investigations to be made of these actions by the FBI and Justice Department of the United States.”
Since its founding in 1989, the American Feminist Party has grown from a small group of grassroots organizers who had supported women’s rights to large, vocal membership of activists who want to take on the issues facing many, many women and all of us who were oppressed in the process. If you are interested in joining, please browse our Membership ≢ by name. The membership structure is completely open. The women you know, don’t you know, can join us, and we will take care of everything that comes our way.
We also have an official website and social media accounts at http://www.americanfeministparty.org as well but it is a very informal site of our office (we usually do not publish to the people who work with our office). As a member of the Women’s Party we are proud of this.
We offer a wide range of benefits, including a free (in person) day and a paid (online, in person) visit to your local library.
Our goal is to help you stay alive. We do not do it out of convenience. In fact, if your business is concerned about your safety, we are concerned about your safety. Because of that we have decided to take steps to change our policy against “illegal and illegal immigration” while keeping our policy for women and LGBTQ Americans in line.
You must be at least 21 years old to volunteer as a feminist.
Join us in coming out for equality as a feminist in our community. Join us as you support women, families, and every other human being in the country who is demanding equality from one another.
We are still open. We are still taking meetings, but there is still always new information. You can contact us about future speakers at http://somewhereout of [email protected] You may also like to join our Facebook group where we have been around many years.
There are many opportunities online that you may be interested in getting involved in. The Women’s Party is here to help.
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