Essay about Data Analysis Procedures

Essay about Data Analysis Procedures

Length: 920 words (2.6 double-spaced pages)

Rating: Better Essays

Open Document

Essay Preview

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...


... middle of paper ...


...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.


Need Writing Help?

Get feedback on grammar, clarity, concision and logic instantly.

Check your paper »

Evaluating The Appropriateness And Thoroughness Of The Data Analysis Procedures

- a. Evaluate the appropriateness and thoroughness of the data analysis procedures, and clarity of the results presentation. Do not become overly concerned about technical statistical aspects of the analysis. To evaluate the statistical significance, they used a p-value of .05 and a power of 80%. This allowed them to calculate how many participants in each group they needed to show a potential rejection of the null hypothesis. TAlthough a p-value .05 is arbitrarily set, it is the standard for must studies and therefore appropriate for this one....   [tags: Obesity, Nutrition, Low-carbohydrate diet]

Better Essays
1015 words (2.9 pages)

Essay on Data Collection Procedures And Instruments

- f. Data collection procedures and instruments The authors accessed 7 data sources: (1) publicly available Form 990 tax returns compiled by GuideStar for US hospitals filing as nonprofit entities in 2009; (2) the American Hospital Association annual survey; (3) rural-urban commuting area codes9; (4) Hospital Compare data, which contain process of care measures and the Hospital Consumer Assessment of Healthcare Providers and Systems survey; (5) the 2009 Medicare Provider Analysis and Review File; (6) Medicare cost reports; and (7) the Medicare impact file....   [tags: Regression analysis, Linear regression, Hospital]

Better Essays
1001 words (2.9 pages)

Essay about Data Collection Procedures And Instruments

- f. Data collection procedures and instruments. The authors accessed 7 data sources: (1) publicly available Form 990 tax returns compiled by GuideStar for US hospitals filing as nonprofit entities in 2009; (2) the American Hospital Association annual survey; (3) rural-urban commuting area codes9; (4) Hospital Compare data, which contain process of care measures and the Hospital Consumer Assessment of Healthcare Providers and Systems survey; (5) the 2009 Medicare Provider Analysis and Review File; (6) Medicare cost reports; and (7) the Medicare impact file....   [tags: Regression analysis, Linear regression, Hospital]

Better Essays
890 words (2.5 pages)

The Instruments And Procedures Used By Business Intelligence Essay

- Several organizations are fruitful in seeing how to meet client desires, increase new clients and expand profitability and effectiveness by utilizing business insight and data analytics. The instruments and procedures utilized by business intelligence give ongoing understanding with the goal that organizations can distinguish opportunities, dangers and track slants rapidly. Gathering information alone is futile until it is analyzed. This is where data analytics come in. Data analytics is the procedure of acquiring and assessing information utilizing particular programming with the reason for separating valuable data....   [tags: Business intelligence, Analytics, Data analysis]

Better Essays
1044 words (3 pages)

Automated and Non-Automated Data: Essay

- ... Data processing can be defined as the gathering of information, which is then adjusted and made into meaningful information for potential data analysis. There are several types of data processing such as manual data processing, automatic data processing, and electronic data processing. Data processing systems take the raw data and produce useful information. Our processing teams handle a lot of these responsibilities. For example, when we are billed invoices from our vendors, the invoices are scanned into the systems....   [tags: data processing, data resources]

Free Essays
514 words (1.5 pages)

An Open Source Data Analytics Suite Essay example

- Knime, Rosetta, and Weka formed the three data mining tools that I selected for comparison from the list. Knime (the Konstanz Information Miner) is an open source data analytics suite that is not based on scripting language for interaction, but instead on an easy to use GUI. Knime uses modular procedures based on a workflow, and nodes in the workflow implement these procedures. The nodes include I/O, database connections, data manipulation, data views for visualization, and mining of all node. Each node can be configured with different parameters....   [tags: Data mining, Data analysis, Business intelligence]

Better Essays
739 words (2.1 pages)

Nonlinear Modeling of Data Essay

- In the most modern instrumental methods, the raw data obtained must be analyzed further to extract the information we need. Fortunately, this task can be handled automatically by a computer. For example, suppose we want to measure the diffusion coefficient of a protein in aqueous solution to get an idea of its molecular size. We have no "diffusion meter" available for this job. We need to do an experiment such as ultracentrifugal sedimentation, dynamic light scattering, or pulsed-field gradient spin-echo nuclear magnetic resonance and extract the diffusion coefficient by analyzing the data appropriately....   [tags: Medeling Data]

Better Essays
567 words (1.6 pages)

Data Collection And Measurement Of Nigeria Essay

- Data collection and measurement. The authors clearly identified the conceptual and operational definitions of the two variables used in the study. Contact history was defined as the number of contacts per infected individual and the last time of interaction between them, while viral load was defined as the Ribonucleic acid (RNA) copy level of the virus in every infected individual (Yamin et al., 2015). In terms of operationalization, to obtain contact history the researchers developed a contact distribution from contact-tracing data collected....   [tags: Statistics, Data, Epidemiology]

Better Essays
1075 words (3.1 pages)

Qualitative Analysis : Qualitative Data Analysis Essay

- Overview of Qualitative Data Analysis Qualitative data analysis is the process of transforming data into information, information into understanding and understanding into knowledge (Davenport & Prusak, 1998). Furthermore, qualitative data analysis can be described as a blend of scientific studies and artistic style to create an innovative product. The research acts as the primary research tool, and must be able to sustain composer throughout the entire study. In addition, the researcher must be able to pay attention to the small details of the study, without losing sight of the big picture of the study (Chenail, 2012)....   [tags: Qualitative research, Scientific method]

Better Essays
1065 words (3 pages)

What is a Data Mart? Essay

-   INTRODUCTION-WHAT IS A DATA MART. A data mart is a collection of data in a customized format in a data warehouse focused on a specific report or functional area such as hospital’s census, hospital’s charge activity, labor and delivery outcomes, or Nursing quality measures. (Oracle, 2012) Data marts are usually build by department of information services or an EHR vendor. Data marts usually draw data from more than one source. These data sources can be internal systems used by operational units or external sources....   [tags: data mart, disease, mangement, tools]

Better Essays
2197 words (6.3 pages)