A Research Study On Data Analysis

The research topic is selected, the testable research question is developed, research on the topic is found, the literature review is completed, and a decision is made on the research design. Now, one of the most important steps in the research process to accomplish is the collection of data. Notwithstanding the research project and whether the method of research is whether qualitative or quantitative, data must be collected. Data collection is essential whether the method of choice is a mail survey, a telephone survey, an interview, an experiment, field research, or secondary data analysis. Data collection is an important aspect of any research study. Inaccurate data can impact the results of a study and ultimately lead to invalid results. During the data collection step, a significant amount of time, energy and attention are required. In order to ensure the data collection process is valid and successful, one should adhere to the four steps involved: (1) the construction of a collection data form which is used to organize all data that is collected; (2) the designation of the coding strategy used to represent data on a data collection form; (3) the collection of the actual data; and (4) entry into the data collection form (Salkind, 2012).

In reference to the analysis process the author states that the interview were recorded and transcribed verbatim. Moreover, the investigator validated the data through multiple interviews and evaluated it for stability, consistency and dependability. For the detailed analysis the author used content analysis and constant comparative techniques. In addition to that a committee of experts performed an external audit to resolve the differences in the analysis process.

Once a researcher gathers data, it is important for the researcher to comprehend reliability and validity concepts, understand the meaning of the data, utilize the appropriate data analysis tools, and ensure the study is generalizable and replicable (Leedy & Omrod, 2011; Nolan, Beran, & Hecker, 2012). Reliability indicates that the measurement will provide the same answer under different conditions (Nolan, Beran, & Hecker). If a measure is said to

As I spent the first week in collecting data, it is time to analyse the collected data in the second week of my professional work placement. Data analysis method is a way to organize and map my collected data in a pattern that could be interpreted (Bell, 2010). It should be able to assist me finding answers for my research question by asking myself, “Did my data analysis add new concepts and practices about the inclusive education, or open the gate for a more questions? Is it taking me to the next step in my research cycle?

Our root node, which holds 100% of the sample, and average sleeping hour for mammals in the entire sample is 10.4 hours. Then, our decision tree diverges to left (for condition being true, that is, is body weight equal to or greater than 168?)

In collecting data, the researcher utilized a variety of tools to ensure that data retrieved were accurate and met the objectives of the study. The researcher used two instruments during the study. These instruments were: an observation checklist and a questionnaire.

Page 174 give a strong distinction, generally between the quantitative and qualitative research and have require different techniques for the analysis. The research is not forced but however it is up to the researcher to choose between the two approaches in the research project.

The initial phase of the data analysis require the researcher to utilized data analysis principles originated by Moustakas, 1994. The researcher initiated the data reduction proceedings by implementing (epoche), which executed the disconnection of past memories embedded within the researcher regarding the phenomenon (Moerer-Urdahl, T & Creswell, W. 2004). Responses provided by the participants were transcribed verbatim and uploaded into NVivo, which is a qualitative data analysis software program. The second phase of the data reduction procedures required the identification of all significant statements embedded within transcriptions, participant journals, and the researchers field notes; therefore all significant statement were highlighted. The development of codes through clustering significant statements and information was the third phase in the data reduction process. Creating categories to represent the data and shed light to the personal experiences of the participants was an imperative step in the data analysis, as the researcher developed codes based on the identified significant statements. Relevant quotes directly pulled from the transcriptions, participant journals, and the researchers field notes were interjected into an appropriate category, providing order while illuminating patterns, similarities, and differences amongst the participants. The fourth phase mandated further reduction of the data; thus the development of themes

According to Qualitative Research Consultants Association (QRCA) a qualitative research is designed to reveal a target audience’s range of behavior and the perceptions that drive it with reference to specific topics or issues. The information collected was analyzed statistically due to the fact that a qualitative research reflects information in a numerical manner. Everything in life has advantages and. A qualitative research allows the following advantages:

The objective of qualitative research is to gain a deeper meaning and understanding of a phenomenon by conducting research in the forms of case studies, interviews and observations (Cohen & Crabtree, 2008; Family health international, 2006; Holloway & Wheeler, 2009). Semi-structured interviews are required in qualitative research, as it allows the researcher to ask questions, which can probe and are spontaneous with the intention to gain more meaning. It also enables the researcher to study the participant in their natural setting (Onwuegbuzie & Leech, 2015; Hansen, 2006; Corbin & Morse, 2003) .The intent of a reflection, is to analyse the experience of a novice qualitative researcher by highlighting positive and negative aspects of the research process. By clearly understanding the research method and investigating the integral sections, a novice qualitative researcher will be able to reflect but not only improve their methods. Reflection is imperative so that a researcher is able to advance and perfect their research methods (Seidman, 2013). The study aimed to look at the student experiences of working part-time and studying.

The study generated both quantitative and qualitative data. The data was then coded to make it possible to group the responses into categories (Roebuck, 2015). Raw data was then transferred from data gathering tools to a tabular form for

The purpose of data analysis is to identify whether these assumptions were correct or not, and to highlight possible new views on the problem under study. The ultimate purpose of analysis is to answer the research questions outlined in the Objectives with your data. First, before we look at how variables may be affecting one another, we need to summarize the information obtained on each variable in simple tabular form or in a figure. Then followed by data analysis. In my personal life, data analysis is a part of my life at work, at home and almost everywhere I go I meet data analysis as an important for example, in maternity word if you have a set of midwives but you still you get fresh still birth it is important to collect data and analyze them for future action

This study will employ qualitative research which entails designs, techniques, and measures that generate discreet numerical data. The research design that will be used thereafter is correlation research.

In the process of ascertaining an appropriate research method suitable for data collection, an evaluation into the two primary methods of research will be conducted to ensure the most suited approach is chosen. Qualitative and Quantitative methods are the primary classifications for research. Quantitative research adopts a scientific approach, where initial focus is on theory and literature,

The study shall be mix of doctrinal and empirical research approach. The study being interdisciplinary in approach is bound to have a mix methodology. Hence, both Quantitative and Qualitative methodology shall be adopted for the research. Quantitative research is perceived as the most ‘scientific’ method of research, and is often termed as positivist research8. Similarly the Qualitative research, most often used in Legal research is also regarded as the most accepted paradigm9. All secondary sources used in Library research shall be used in the study. In addition to these the empirical data shall be captured form primary sources using structured questionnaire, Semi- structured Interview forms. The questionnaire shall be tested for validity in a pilot study. The Data analysis tools, including,