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Quantitative methods vs qualitative methods
Contrast qualitative and quantitative research paradigms
Quantitative methods vs qualitative methods
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A Tale of Two Cultures: Contrasting Quantitative and Qualitative Research
The purpose of this article was to guide the scientific community into merging both quantitative and qualitative methodologies and to enhance cross-tradition communication between scholars of quantitative and qualitative methods. This article is written from the perspective of qualitative researchers who wish to communicate with quantitative researchers in efforts to help each other towards their similar end goal of producing valid descriptive and causal inferences. The differences amongst these two methods are contrasted amongst ten areas: approaches to explanation, conceptions of causation, multivariate explanations, equifinality, scope and causal generalization, case selection practices, weighting observations, substantively important cases, lack of fit and concepts and measurement. The authors acknowledge they are analyzing the methods based on norms and practices found within the field and that the comparison mostly focused on issues related to causal analysis.
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A goal of qualitative analysis is the explanation of outcomes in individual cases (Page 230).
Qualitative analysis uses a cause-of-effects approach to explain its outcomes in which qualitative scholars start with the outcome then look at the causes. Where there are holes in scientific research in which scientists cannot use their theories to explain individual events, qualitative analysis fills the void. However, quantitative analysis focuses on effects-of-causes by looking at the variables and coming to a conclusion. Both qualitative and quantitative intellectuals rephrase research questions to fit their certain criteria to solve, however the way these two methods are approached cause misunderstanding between the two. However, the authors believe that these two methods complement each other and can help further understand a topic if they both are employed. This leads to the possibly of mixed-method
research. Given the understanding that this paper was written by a qualitative researcher and the author hoped to reach quantitative researchers, bias is to be expected in favor of the qualitative side. With that stated, it is still the belief that the paper did not offer enough information on the quantitative side and frequently mentioned qualitative analysis far more than quantitative. If the author’s goal is to woo the opposing side into working with qualitative methodologists, then more should have been stated on the quantitative mindset instead of complementing qualitative information with more qualitative information. The purpose of this paper was to forge the way to create a bridge between the two caucuses of analysis. Granted, the paper did provide an adequate amount of reasons why the two research methods complement each other, as seen with the ten forms of comparison used. However, the style through which this information was displayed was uninteresting and did not spark any interest from the reader. Had the information been presented in a manner that proved to draw the reader in, whether that be through such devices like agendas, comedy, or personal experiences, the paper would have been better perceived and the information would’ve flowed a lot easier and been able to be well understood by a larger audience. Although the paper was overall lengthy and repetitive with little substance, it was extremely well organized. By providing ten different schema for comparison, the author was able to divide his thoughts into categories and further expand on his points. This organization, although the right choice for this sort of paper, did add to the repetitiveness of the paper and helped the reader stray away from the true purpose of this paper which was to try to find common ground between the two methods. The author spent too many words working to divide the two into two different methods, and not enough words trying to bring them together. Overall, it is believed to be a good paper but it did not draw in the reader and it did provide bias where it should have had an even distribution of facts and mentions about the two methods.
Children’s behaviour is constantly changing and evolving as they learn about themselves and construct their own identities within different environments. The sociocultural theory acknowledges that social interactions are central to these continuous changes in thoughts and behaviour, varying significantly from one culture to the next. The key focus of this essay is to determine what behaviour is, with the consideration that behaviour is a socio-cultural construct and whether "Children’s capacity to choose appropriate behaviour is influenced by their developmental ability, temperament, interactions, life experiences and environmental factors” (Government of South Australia, 2004).
Social psychology is a scientific study that studies how people think, feel, and how they behave under the influence of other people (Aronson, Wilson & Akert, 2013, p. 2). Thinking about what social influence really means, we tend to think of a person who tries to persuade another person to acting a certain way. It can be a form of peer pressure, like taking that first puff of a cigarette, or it can be conforming to popular societal views, such as obeying the law of the land. Fiction is a great way to learn about social psychological perspectives. Watching popular theatrical films is the perfect way to learn because it illustrates the application of many perceptions within the subject of social psychology.
In the world of cinema, there’s almost always a discussion regarding what scenes would be suitable for the grasping imagination of any audience, young or old. Alfred Hitchcock’s 1960 film, Psycho, sparked a plug for the movie industry as it was the first movie of its kind to display such graphic scenes of sex and violence to a worldwide audience.
According to Steinberg (2014) adolescents is a time of growing up, of moving from the immaturity of childhood into the maturity of adulthood, of preparation for the future. It is a period of transitions: biological, psychological, and social. Adolescence can begin as early as ten years of age and not end until the adolescent is in their early twenties. It is important to note that adolescent development occurs at different times for each individual. Therefore, students in the same grade that are around the same age may be going through different developmental stages of adolescents. The purpose of this analysis paper is to discuss the different stages of adolescent development, how they affect the maturity of the students and to determine
Sample: Study population will be consisted of undergraduate student volunteers who will participate in the fall session of Fit Families for Life.
Thematic analysis is espoused to be the foundational approach to qualitative analysis and methods (Saunders et al., 2016 as stated in Braun and Clarke, 2006: 78) and it is a useful method used to identify and analyse the order and patterns of qualitative data (Attride-Stirling, 2001). Qualitative research method depicts the correlation that exists between data and events, creating the pictorial representation of what one thinks a given data says (Saunders et al., 2016). They also opined that, qualitative data analysis is cogent, interactive and iterative. Also, Joana and Jill (2011) and Saunders et al (2016) postulate that, qualitative research brings meanings from words and images as opposed to numbers. However, despite its robustness and rigour of its application, it is skewed more to the interpretivist ideologies since researchers draw conclusion from participants and the hypothesis being forecasted (Joana and Jill, 2011; Saunders et al., 2016).
The father of quantitative analysis, Rene Descartes, thought that in order to know and understand something, you have to measure it (Kover, 2008). Quantitative research has two main types of sampling used, probabilistic and purposive. Probabilistic sampling is when there is equal chance of anyone within the studied population to be included. Purposive sampling is used when some benchmarks are used to replace the discrepancy among errors. The primary collection of data is from tests or standardized questionnaires, structured interviews, and closed-ended observational protocols. The secondary means for data collection includes official documents. In this study, the data is analyzed to test one or more expressed hypotheses. Descriptive and inferential analyses are the two types of data analysis used and advance from descriptive to inferential. The next step in the process is data interpretation, and the goal is to give meaning to the results in regards to the hypothesis the theory was derived from. Data interpretation techniques used are generalization, theory-driven, and interpretation of theory (Gelo, Braakmann, Benetka, 2008). The discussion should bring together findings and put them into context of the framework, guiding the study (Black, Gray, Airasain, Hector, Hopkins, Nenty, Ouyang, n.d.). The discussion should include an interpretation of the results; descriptions of themes, trends, and relationships; meanings of the results, and the limitations of the study. In the conclusion, one wants to end the study by providing a synopsis and final comments. It should include a summary of findings, recommendations, and future research (Black, Gray, Airasain, Hector, Hopkins, Nenty, Ouyang, n.d.). Deductive reasoning is used in studies...
The importance of evaluating qualitative and quantitative information and incorporating the relevant data into the daily operations can create organizational sustainability. When it comes to business, it's critical to evaluate not just the numbers or metrics (quantitative), but also the information that tells you the why, when, or how a customer shops and determines what their purchase will be (qualitative). As a manager, it's a vital asset to receive customer service reports on a monthly basis, as they provide both forms of information and can help drive key metrics such as margins, sales, customer counts, and average ticket (quantitative). However, this information is aided by the fact that you can determine or target a customer based on
In this paper, I will define quantitative and qualitative research methods and provide examples in the context of social issues which will hopefully provide insight into how this methods are properly applied.
Discuss the social psychological approach in psychology and identify the kinds of questions that social psychologists attempt to answer.
According to Easterbrook, (2008), “qualitative methods are used typically in research projects that take a human-focused perspective in the design and implementation of the investigation” (p. 828). This paper theme explains the reasoning for a topic’s approach as qualitative research. Additionally, the paper’s theme identifies the research design appropriateness while providing a rationale for not using other research designs. The qualitative research designs include phenomenological, ethnographic, grounded theory and case study. The approach to a research issue depends on the research question and the study’s goal.
Participant observation is conducted throughout anthropology and sociology as a fundamental research method. Moreover, participant observation is rendered through a researcher’s efforts to delve into social concepts and diverse cultures in an interpersonal and comprehensive manner (Kawulich, 2005). Being examined, is an example of participant observation in concurrence with an example of methodology, theoretical perspective and epistemology. The example of participant observation will be addressed alongside a discussion on findings. Further, an evaluation plus recommendations will be made for future research observations.
This paper aims to define mixed methods research and to answer the following question: if researchers are on the same team, yet have different philosophical approaches, can this be reconciled? In general, mixed research or mixed method was defined as “a synthesis that includes ideas from qualitative and quantitative research”(Johnson, Onwuegbuzie, & Turner, 2007). They also, mentioned other definitions for the mixed method such as Greene’s definition that is “Mixed method inquiry is an approach to investigating the social world that ideally involves more than one methodological tradition and thus more than one way of knowing, along with more than one kind of technique for gathering, analyzing, and representing human phenomena, all for the purpose
….both quantitative and qualitative research are important and useful. The goal of mixed methods research is not to replace either of these approaches but rather to draw from the strengths and minimize the weaknesses of both in single research studies and across studies.
Traditional research may use quantitative or qualitative research method. According to Hendricks (2009), quantitative research is a general conclusion based on hard data. Hen-dricks describe quantitativ...