StudentShare
Contact Us
Sign In / Sign Up for FREE
Search
Go to advanced search...
Free

Inductive Process during Qualitative Data Collection - Essay Example

Cite this document
Summary
The paper "Inductive Process during Qualitative Data Collection" highlights that qualitative data is a collection of information without including numerical figures. An example of qualitative data is finding the reasons college students are aggressive…
Download full paper File format: .doc, available for editing
GRAB THE BEST PAPER92.5% of users find it useful
Inductive Process during Qualitative Data Collection
Read Text Preview

Extract of sample "Inductive Process during Qualitative Data Collection"

Assignment 7 Chapter 6 Question Qualitative data is a collection of information without including numerical figure. An example of a qualitative data is finding the reasons college students are aggressive. Researchers use the Inductive process during qualitative data collection. There are three main steps used during the inductive process. The steps include organization, description, and interpretation. In normal cases, qualitative data come in a large amount especially if a teacher researcher is conducting research for a district school. The process requires high concentration in order to achieve an accurate result. Therefore, it is imperative to use the three main steps. Organizing involves, grouping the data collected according to the patterns formed by the data collected. Organizing the data will help the researcher to store easily and retrieve without confusing with other stored data. Description involves delineating the data collected. The large amounts of data collected have different features and characteristics. Describing them will be imperative, as it will help the researcher to identify data with the similar characteristics. In addition, description helps in data organization. The final step in the inductive process is interpreting, interpreting involves analyzing, assessing and elucidating the data collected in order to fathom. Interpreting, further, is important as it helps in finding solution to the research problem; it also helps in finding the most accurate conclusion. Question 2 Every data collected has to include statistics. Statistics helps in understanding patterns presented in data collected. Nevertheless, in order to realize a pattern formed by data collected, researchers should collect data more than three times (Calhoun, 2008). Statistics involves collecting, organizing and interpreting numerical figures (Calhoun, 2008). Quantitative data is interpreted with statistics. Researchers can use expressive and inferential when analyzing data statistically. Both descriptive and inferential statistics have similar ways of quantifying data but differ in different strategies. Both statistics involves more than one group. In addition, if researchers are analyzing one group of people they can use both statistics more than once. Researchers can use both statistics to find the hypothesized results depending on the type and method of collecting data. Despite the similarities in descriptive and inferential statistics, they differ in the methods of analyzing data. Descriptive statistics uses mathematical procedures that help in organizing and summarizing a large amount of data collected. There are three types of descriptive statistics (Calhoun, 2008). They include measures of central tendency, measure of dispersion and measures of relationships (Calhoun, 2008). Measures of central tendency are the procedures that depict the commonality that exist in the group of data collected. Examples of measures of central tendency include, mean, mode and median (Calhoun, 2008). Mode is the average of the data collected. Median is the middle figure in the data collected, and mode is the figure or a figure class with the majority frequency. Measures of dispersion display the difference between data or scores. Measure of dispersion also shows how data collected has spread. Measures of dispersion include range and the standard deviation (Calhoun, 2008). Standard deviation processes the mean in a set of collected data. Inferential statistics, on the other hand, involves measuring the certainty, and likelihood statistical findings will suit the entire population basing arguments on the results found in a tested sample. There are three are three main types of inferential statistics, they include independent measure t test, repeated measure t-test and analysis of variance (ANOVA). Independent measure of t test mainly takes place when comparing two groups. One group is subjected to a new condition (experimental group) while the other (control group) helps in confirming results and difference between them and the experimental group results. Repeated measure t test involves comparing results of the test done more than once in the same group. Analysis of variance involves varying the independent t test. However, it includes more than two groups. Question 3 Educational topic I chose is researching Reason College students behave aggressively and involve themselves in crime Almost all students especially those in their second years in college have involved themselves in crime. In fact, most of them have pending cases in the police department. Few students in the first year are less involved in crime scenes; however, they are aggressive towards each other, second years, and some lectures. An interview conducted by two students, one first-year student and the other a second year, explained the reason for such behaviors. Another interview was done on the same students analyzing the prevalence of the behavior in the school. The results were positive as the students admitted many college students are aggressive. From the two interviews, many reasons were found to have caused the aggressive behavior among the students. However, as a teacher I summarized and coded the many reasons founded. I also coded the reasons in three groups. The groups were influenced by peers, influence from watching movies and influence from playing video games. With the three reasons, solving the solution was easy. The teacher researchers, participating in action research, categorized the students according to what caused them to act aggressively. From the categorized group teacher could interpret the data and find the best solution Article 6 Action research is research conducted with the purpose of solving a problem or improving a current state. From article 6, the staff wants to improve activities and academic performance in the school (Calhoun, 2008). For this reason, they apply the strategic step used when conducting an action research. The article vividly explains all the strategies are starting from scratch and finalizing on improving the school performance and activities. The article explains when conducting an action research the people involved in the research should list the purpose of conducting the research (Calhoun, 2008). Listing the reason is imperative as it gives all members a clear image of the results of the action research and the action taken in order to achieve the results. The article explains that the school staff listed the major reason for improving the school performance. After listing the action research objective, the school established a power organization, wide support that would support them is executing the activities listed in order to achieve the result they projected. Together with the organizational support, the school staff structured an action research model. The action research model could apply to the school, district, or region. Through the action research model, the educators would understand the external environment of the students that influence them in terms of their educational performance. However, the action research model required support and participation from the head teacher, district office staff members and superintended. The next step, according to the article, is conducting an action research matrix. The action research matrix involves listing the common goals of students. The action research matrix includes six sections that educators must adhere to in order to build their school or action plan and staff development plan. The article’s author explains that, the action research matrix provides an overview of the solution or the school improvement performance. Apparently, the six section of the matrix cannot solve the action research plan permanently. For this reason, the school, and the staff has to analyze each student or take a sample of students in the school. Interviewing the students will enable the educators to understand clearly the challenge facing them. After the interview, the educators can group the interview findings into various categories that will help them during description and interpretation. Moreover, the article author of explains that categorizing the findings will enable them, to store and retrieve data during assessment. After analyzing students, the article author explains that assessing the external environment information should follow. External information includes all external factors that have an influence on the performance of the student. The external factors, according to the author’s speculation may be the literacy skill and the academic management of the students (Calhoun, 2008). The educators should take keen notes on the external factors since they help in analyzing the main phenomenon that affect the school performance. Internal information about the learning environment is also important as it portrays the school materials that educators and staff members provide for the students. Through the internal learning environment, the author explains that the staff members and educators will collect data on the internal school factors that need improvement for the improvement of both the school and the school performance. Reference Calhoun, E. F. (2008). Action research for school improvement. Practical Action Research: A Collection of Articles. 99 Read More
Cite this document
  • APA
  • MLA
  • CHICAGO
(“Assignment 7 Essay Example | Topics and Well Written Essays - 1250 words”, n.d.)
Assignment 7 Essay Example | Topics and Well Written Essays - 1250 words. Retrieved from https://studentshare.org/education/1678374-assignment-7
(Assignment 7 Essay Example | Topics and Well Written Essays - 1250 Words)
Assignment 7 Essay Example | Topics and Well Written Essays - 1250 Words. https://studentshare.org/education/1678374-assignment-7.
“Assignment 7 Essay Example | Topics and Well Written Essays - 1250 Words”, n.d. https://studentshare.org/education/1678374-assignment-7.
  • Cited: 0 times

CHECK THESE SAMPLES OF Inductive Process during Qualitative Data Collection

Deductive and Inductive Research Methods

In addition, it is a quick method of gaining data, as the time-consuming aspects of this type of research are mainly in the set-up and data collection phases.... Questionnaires can be classified into two categories: structured questionnaires that involve fixed questions with no variation and pre-coded response choices (such as online, postal, delivery and collection, telephone survey), and semi-questionnaires that are defined by a more flexible interaction with respondents....
8 Pages (2000 words) Essay

Four Types of Quantitative Research

It describes concepts and relationships and provides more data from which more quantitative research can be conceptualized (Punch & Punch, 2005, p.... It also follows the original research goals and comes up with objective conclusions and results, thereby ensuring the reliability of data from controlled observations and mass surveys.... Quantitative research is however also considered weak because it does not provide the researcher with data on the 'context of the situation where the studied phenomenon occurs' (Matveey, 2002)....
11 Pages (2750 words) Essay

Research Methodological Approaches Applied In Academic Journal Articles

First, these approaches are going to be discussed with regards to their underlying philosophies and paradigms, explaining their relationship between theory and research in terms of deductive and inductive approaches, focusing on research design and data collection.... Among the approaches used in identifying the gaps include qualitative, quantitative and a mixture of both.... This essay endeavors to analyze and compare the main research methodological approaches, which include quantitative, qualitative and multiple methods, applied in academic journal articles....
10 Pages (2500 words) Essay

Line Managers in HR Function

In the paper 'Line Managers in HR Function,' the author analyzes the management of human resources, which is considered an activity that is carried out by all managers.... Recently line managers have been involved in the HR functions as they are supposed to have close interactions with the employees....
10 Pages (2500 words) Assignment

Assessment of the Compliance of Radiation Dosage Guidelines for Computed Tomography

However, the radiation and its distribution with CT are markedly different from conventional X-ray imaging and this weighs heavily on the quantum of radiation that an individual is exposed to during CT imaging (Bushberg et al, 2002).... This research proposal "Assessment of the Compliance of Radiation Dosage Guidelines for Computed Tomography" critically assesses the compliance of radiation dosage guidelines for CT by radiographers....
11 Pages (2750 words) Research Proposal

Research Methodology Peculiarities

uestion 2: Research data in a study is used to refer to the measurable that a study is based on (Baran, 2010).... For instance, when a study is intended to analyze the distribution of height within a group of people, height in units would be the measurable quantity to be represented as data.... This, therefore, shows that anticipated research data is the most fundamental component of a research study without which the anticipated research findings would not be realized....
9 Pages (2250 words) Assignment

Strengths and Weaknesses of a Qualitative Approach, as Opposed to a Quantitative Approach

The qualitative study facilitates the collection of detailed data mostly obtained from personal experiences and perspectives.... Research involves an academic action comprising of a systematic search for relevant data on a specific subject.... As a result, a researcher should choose a suitable research method based on consideration of the research questions, research objectives, data availability, cost and time constraints, and availability of the study sample....
9 Pages (2250 words) Literature review

Motivation of Human Resources

In the research method, the study used inductive methodology, which derives the qualitative data from the existing theories and connects both interpretivism and qualitative studies.... Moreover, on the data analysis, the research will employ qualitative tools of analysis are based on the interpretative philosophy with an idea of examining the symbolic and meaningful content of the qualitative data.... In the procedure, the research will use both primary data and secondary data in sampling....
10 Pages (2500 words) Research Proposal
sponsored ads
We use cookies to create the best experience for you. Keep on browsing if you are OK with that, or find out how to manage cookies.
Contact Us