2.4 Data Analysis Procedures
Data analysis is the process of bringing order, structure and meaning to the mass of collected data. It is described as messy, ambiguous, time-consuming, creative, and fascinating process but does not proceed in a linear fashion (Marshall and Rossman 1989, p. 112).
Data in this study will be analysed using a qualitative content analysis procedure. Hsieh and Shannon (2005, p. 1278) defined qualitative content analysis as a research method for subjective interpretation of the content of text data through systematic classification process of coding and identifying themes or patterns. Based on the procedure suggested by Zhang and Wildemuth (2009), the first step is to prepare the data by transforming the narratives of union leaders and activists involved into written text for analysis. The narratives are transcribed literally with audible behaviours would also be transcribed. Individual themes would act as the unit of analysis. Individual theme could be a single word, a phrase, a sentence, a paragraph or the entire document. Next, the researcher develops categories and a coding scheme for the categories that were developed. Categories can be derived from reading of the literature, theories or the data itself. For instance, the researcher can develop categories for the data that fall under “collective interest” and coded it as “COI” or data that fall under “attribution” and coded it as “ATTRI”. A consistency check of the coding scheme is then conducted by testing it on a sample of the data. When sufficient consistency is achieved, the researcher will then code the entire text. A recheck of the consistency of coding is again conducted. Finally, based on the coded data and themes, the researcher can dr...
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...in the form of a monthly stipend, food allowance, accommodation allowance, transportation allowance, and return flight ticket. Some obvious and hidden costs that will arise over the course of the study are materials, services and personal sacrifices.
3. Conclusion
In this paper, the author has outlined the design of a qualitative research study. The study was based on different assumptions than that of quantitative designs. It is an ethnographic research design where the researcher is the research instrument. Approaches to data collection are participation observation, interviews and written documents. In addition data analysis will be using qualitative content analysis. Issues of validity and reliability are addressed in the proposed research design. Finally, constraints such as time and budget are also recognized in the designing of the research project.
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).
Mack, N., Woodsong, C., MacQueen, K., Guest, G., & Namey, E. (2005). Qualitative research methods: A data collector’s field guide. Retrieved from http://www.fhi.org
Despite Russia being unstable during the 1860s due to political conflicts, class conflicts, and various revolutionary ideologies shaking up traditional customs, women were still constantly trapped in their own state of oppression. Women were faced with inequality everywhere - from their community, to even their own family. Compared to men, they were subordinated legally at every social level and weren’t allowed to participate in occupations outside of their domestic work. In What is to Be Done?, Nikolai Chernyshevsky implements much of the intelligentsia’s ideas for transforming the subordination of women. The novel centers on Vera Pavlovna, a woman who escapes a suffocating lifestyle and forced marriage, becomes an entrepreneur, and finds her own true love with the help of her new found independence. Chernyshevsky uses Vera’s journey as an example of how a woman is oppressed and how she is able to be liberated from that oppression.
There are two types of research that can be conducted in research studies, these are qualitative and quantitative (Newman, 2011). Qualitative research is a process that uses detailed oriented methodology that tries to achieve a profound knowledge or understanding of specific incident and circumstance, wh...
Qualitative data analysis requires a logical approach in order to interpolate data into useful information. Participants, and any further obtainable data that will shed light on the studied phenomenon should base the analysis on the objectives of the study, and the response.
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.
the training, the programs and all kinds of other expenses of the university. If you
This paper addresses a currently relevant topic of detection of associations of copy number polymorphism with traits and will be of interest to readers of Genetics Research.
This essay is going to critically discuss the advantages and disadvantages of using surveys and questionnaires as a method of Socio-Legal research. When conducting socio-legal research, a number of methods can be used to collect useful information.
Data Collection and Analysis Questionnaire The research was carried out on both quantitative and qualitative approaches. It began with a quantitative approach—questionnaire. Bryman and Bell (2003) asserted that mail or postal questionnaires are the most popular forms of questionnaires. Another form—self-completion questionnaire—was also common because of the overlap with postal questionnaire to some extent.
focused on the key qualitative research methods. For each article review, a brief description, guided by Myers (2013), and a critique, guided Pratt (2009), is provided. A summary of the five articles identifying the research method, data collection technique, data analysis approach and critique is provided in Table 1. The narrative review of each article coupled with figures and tables to organize and visualize thoughts (Pratt, 2009) follows the summary table.
Qualitative and Quantitative study designs both can be beneficial in research design. They both provide valuable options for researchers in the field. These techniques can either be used separately in a research study or they can be combined to achieve maximum information. This paper will define the terms qualitative and quantitative; describe the similarities and differences between each; discuss how qualitative and/or quantitative research designs or techniques could be used in the evaluation of my proposed research; and discuss why linking analysis to study design is important.
Data collection is a process by which you receive useful information. It is an important aspect of any type of research, as inaccurate data can alter the results of a study and lead to false hypothesis and interpretations. The approach the researcher utilizes to collect data depends on the nature of the study, the study design, and the availability of time, money and personnel. In addition, it is important for the researcher to determine whether the study is intended to produce qualitative or quantitative information.
The research was designed using qualitative model based on exploratory design. This was done to facilitate multi-faceted study with a broader prospective. Basic percentage analysis was done to supplement qualitative analysis. The study was conducted with the help of a Questionnaire. To deepen the understanding data was collected from a variety of books, Internet web pages, and articles of different kinds conducted was descriptive in nature. Descriptive research includes survey and facilitating enquiries of different
...chniques and procedures among those associated with quantitative or qualitative research. A literature review, which included document analysis, was used to answer sub-questions one, two and three. A model building approach was suggested to answer sub-question four. In addition, the study uses a case study as a proof-of-concept. The use of a case study is a qualitative empirical study to strengthen the research validity. Since the research methods directly responding to the research questions (Literature review and Model building) make use of textual data, we classified this study as a qualitative study. Table 3.1 below summarises the classification of this study in terms of the dimensions discussed above.