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Qualitative analysis discussion
Introduction on qualitative and quantitative research
Introduction on qualitative and quantitative research
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A qualitative research is the development study of ideas that assist in understanding social phenomena in natural, not experimental, settings, influencing and affirming definitions, expertise and opinions of the participants. (Pope & Mays, 1995) Aspects of qualitative methods: • Perceiving context: understanding how social, political, economic, environmental, cultural, and organizational factors affect health. • Perceiving people: understanding how people think and are aware regarding their health and illness experiences. • Perceiving interaction: understanding how the different participants engaged in public health activities communicate and interact with each other. Data collected from a qualitative research are not always converted to numbers. …show more content…
Both qualitative and quantitative analysis needs labeling and coding of all the data to be able to recognize differences and similarities. Even the responses collected from an unstructured qualitative interview could be copied into the computer to be coded, counted and analyzed. However, the qualitative research has no system for pre-coding, so the method used for identifying and labeling data must be developed in a way that best suits the research, which is called content …show more content…
Deductive approach: This approach starts by using the research questions to group data and examine similarities and differences. This is done when time and resources are limited and sometimes is applicable when a qualitative research is a smaller component of a bigger quantitative study. A deductive approach is called a ‘top-down” approach as it works from the more general to the more specific: theory, then hypothesis, followed by observation, leading to confirmation. 2. Inductive approach: this approach is used when a qualitative research is a major part of the survey. In this approach, data collected is grouped in a developed framework and then it is investigated for relationships. The inductive approach is called “bottom up” approach as it works contrarily from the deductive approach, moving from particular observations to broader generalizations and theories: first an observation is made, then pattern between data are examined, leading to a tentative hypothesis and a theory. Deduction strategy starts with a predicted pattern that is analyzed and tested against observations, while induction strategy starts with observations and searches to discover and detect a pattern from them. (Babbie,
Esterberg’s discussion of the connection between theory and data says that in order to carry out qualitative research you need to use inductive reason. Deductive reasoning is the opposite approach inductive reasoning which correlates with quantitative research. When looking at deductive research you begin with creating a theory that you want to test by creating a hypothesis and picking a sample to study. Looking at inductive reasoning you begin with analyzing the world around you and strategize different characteristics to form a theory. To me theory means reasoning’s to test something to find answers. I believe it helps us understand the world around us better but making correlations between two different things.
allows the researchers to formulate their research question based on a gap in knowledge. The
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).
Qualitative research is an approach that attempts to situate an activity that locates the observer in the world by providing the study to occur in their natural setting and by attempting to make sense of, or interpret information (Denzin and Lincoln, 2005). A characteristic of qualitative research is to use a variety of empirical materials such as personal experience, interviews, and questionnaires. It is imperative to understand the task at hand and how to fully carry out the study when using a qualitative research approach in order to find out the information needed. One view of qualitative research is it involves examining individual’s experiences and documenting those experiences in detail (Jones, 2011). By documenting these observations the researcher is ensuring validity in his or her data and giving the correct creditability to those who participated in the study.
Inductive theory is used to connect components of a study and in doing so explain or identify a phenomenon. While, deductive theory and its research approaches is used to ‘test’ a hypotheses or research question related to that the theory. The selection of theory and research approach is influenced by a number of factors not limited to and which include: the researchers world view, motivation, the cost and time needed to conduct research.
1. Under the Method of Induction individuals must first collect data, the facts about the world, they have to study and make observations about the world without creating a significance behind them, basically they must not create a purpose in the process of gathering information. Secondly the data collected has to be analyzed without the influence of any hypothesis, other than the ones required for logical thought, they must be unbiased in their analysis. Then we can generate the best hypothesis from our analysis. After which finally, we test this hypothesis with more observations and employ deductive reasoning in addition to the inductive.
Described below is a critical appraisal of a qualitative article by Lisa Booth using the frame-work suggested by Ryan, Coughlan and Cronin 2007 to establish its believability, robustness, credibility and integrity (Ryan, Coughlan & Cronin, 2007).
Ulin,R.P., Robinson,E.T.,Tolle,E.E. (2005) Qualitative Methods in Public Health: A Field Guide for Applied Research. San Francisco: Family health international. in Humanities a
Research methods knowledge base, deduction and induction the web centre for social research methods. Retrieved from: http://www.socialresearchmethods.net/kb/dedind.php
You are being invited to take part in this in-depth interview because as the investigator of this study, I want to approach and understand this topic through a professor’s lens and standpoint. In addition, your role as an arts professor, being equipped with critical thinking skills and familiarity with the social science/humanities discourse will fit perfectly for this qualitative interview. We appreciate you taking the time to participate in the interview. This interview will help to learn more about how individuals use internet, the gratifications received through its usage and our relationships and presentation of self in the digital world.
Qualitative research is one in which the researcher searchers for qualities in which cannot be reduced to values displayed numerically, with the aims of examining a multiplicity of nuances and complexities of a particular phenomenon under study (Leedy & Ormrod, 2013). Within this approach of qualitative research methodology, there are several observational methods of which can serve as both meaningful and beneficial towards any research study.
Creswell (2009), states that there are three types of designs, qualitative, quantitative and mixed methods. Smith and Davis (2010) states that qualitative research is a field of enquiry that is conducted in a natural setting by a researcher, who may be involved in, or may be part of the data collection process; as it utilizes the views of informants as the basis for the report. Qualitative research attempts to gain and in-depth, holistic picture of the phenomenon one wishes to study by interacting closely with the people being studied; the data collected are usually in the form of words or pictures.
Qualitative data analysis is composed of document, observation, interviews, focus groups, and being able to discuss what is being found in each of the piece of data collected (Chenail, 2012). Qualitative data analysis can be viewed as understanding the analysis of data. For qualitative data to be successfully analyzed, the researcher must be able to maintain control of their study, be able analyze their study, analyze themselves, and be able to present this found data in various publications (Chenail, 2012).
The major weaknesses of qualitative research are more focused on the individuals; researcher and research subject. Subjectivity, influence of personal biases, and connection/lack thereof to research theory are all potential issues. Numbers can tell their own story, without a supporting narrative. Lastly, because of the need for evaluation; data analysis is more time consuming, which may influence reliability and integrity of research (Johnson, 2008). Purpose statement
Another characteristic of qualitative research is that it is personal and contains very little scientific terminology. For example, the researchers seek to understand human issues and problems or why humans behave in a certain manner. This type of empathetic approach in a quantitative research is a very unique in characteristic. Also, in a qualitative research, researches interact with the participants or sample, this is very important because they need to observe their behavior. As a result, it causes the research to be more up close and personal. This type of approach is what makes a qualitative research unique or different from quantitative research. (Smith &...