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

Classification of Data Collection and Analysis Depending on the Research Methodology Employed - Assignment Example

Comments (0) Cite this document
Summary
The paper "Classification of Data Collection and Analysis Depending on the Research Methodology Employed" concentrates on the quantitative type of research methods, which is commonly employed in many research fields.This research is significant because it is based on surveys, experimental and other various research methods. …
Download full paperFile format: .doc, available for editing
GRAB THE BEST PAPER94.8% of users find it useful
Classification of Data Collection and Analysis Depending on the Research Methodology Employed
Read TextPreview

Extract of sample "Classification of Data Collection and Analysis Depending on the Research Methodology Employed"

Data Collection and Analysis
Introduction
The research study can be classified in varied ways depending on the research methodology employed. This is because there are different types of research methods including quantitative, qualitative, applied research, experimental, quasi-experimental, meta-analysis, descriptive and other methods (Creswell, 2003). However, this dissertation will concentrate on quantitative type of research methods, which is commonly employed in many research fields. This research is significant because it is based on surveys, experimental and other various research methods. Therefore, the dissertation will utilize this research method in order to determine whether the leadership styles employed by both directors of nursing and social serves have a positive impact in the psychological well- being of nursing home residents.
Data collection
The dissertation will employ varied data collection methods that are mostly used in quantitative research methods such as experiments, sample surveys, case studies, questionnaires and interviews.
Experiments: The research will collect data through the use of experiments that may involve completing various tests for measuring the leadership abilities. The researcher will then compare and contrast various results obtained from different tests. The aim of the tests is to judge leadership styles employed by both directors or measure their so-called aptitude (Fulton, Lyon and Goudreau, 2010). However, it will focus on the relations between their performance level and other factors. The researcher may be interested in observing the way both directors reacts or behaves before or after the intervention programs such as training. This will enable the researcher to compare the leadership styles between the director of nursing and director of social services effectively.
Sample surveys: The researcher will gather information from a fairly larger sample group of participants by use of questionnaires, interviews, observation and other techniques. The effective means of carrying out survey is to sample the population at a time (Thomas, 2003). In this case, the researcher will survey the nursing home residents in order to determine the effective services they receive from both directors.
Case studies: This usually involves detailed research analysis on a certain case or group of people (Bernard, 2000). Various data collection methodologies such as interviews, questionnaire and observation, may be applied in this case. For instance, the researcher may interview both leaders about their personal records of leadership performance. He or she will narrow the results in descriptive data, in the environmental settings; thus challenging the existing theories or approaches of the domains.
Data Analysis
The dissertation will use specific data analysis such as descriptive analysis, ANOVA, MANOVA and concept analysis.
Descriptive analysis: This method can utilize quantitative research method in analyzing data for the problem under study. Descriptive data analysis is essential because it will enable the researcher to investigate the problem through observing, interviewing or use of case studies to provide the required results. This research in unique because it includes multiple variations and it can use the method of analysis for both variables through testing. This is essential because it might yield rich and adequate data on the problem under study.
Concept analysis: This type of analysis is significant and it is mostly used in nursing research. The researcher will use it in the dissertation because it will offer critical analysis of the concept used in literature, quantitative and other methods. The purpose is to provide clear understandings, clarifications and validations of concepts used in the dissertation; thus moving to another level of investigation (Thomas, 2003).
MANOVA and MANCOVA analysis: These methods of analyzing data depend on multiple variables unlike that of ANOVA, which has only one dependent variable. However, the discrepancies lie between the independent variability in numbers. They are effective because they will enable the researcher to examine multiple dependent variables among the independent groups.
References
Bernard, H. R. (2000). Social research methods: Qualitative and quantitative approaches.
Thousand Oaks, Calif: Sage Publications.
Creswell, J. W. (2003). Research design: Qualitative, quantitative, and mixed method
approaches. Thousand Oaks, Calif: Sage Publications.
Fulton, J. S., Lyon, B. L., & Goudreau, K. A. (2010). Foundations of clinical nurse specialist
practice. New York: Springer.
Thomas, R. M. (2003). Blending qualitative & quantitative research methods in theses and
dissertations. Thousand Oaks, Calif: Corwin Press.
Sapsford, R., Jupp, V., & Open University. (2006). Data collection and analysis. London: SAGE Read More
Cite this document
  • APA
  • MLA
  • CHICAGO
(“Classification of Data Collection and Analysis Depending on the Assignment”, n.d.)
Classification of Data Collection and Analysis Depending on the Assignment. Retrieved from https://studentshare.org/management/1613268-data-collection-and-analysis
(Classification of Data Collection and Analysis Depending on the Assignment)
Classification of Data Collection and Analysis Depending on the Assignment. https://studentshare.org/management/1613268-data-collection-and-analysis.
“Classification of Data Collection and Analysis Depending on the Assignment”, n.d. https://studentshare.org/management/1613268-data-collection-and-analysis.
  • Cited: 0 times
Comments (0)
Click to create a comment or rate a document

CHECK THESE SAMPLES OF Classification of Data Collection and Analysis Depending on the Research Methodology Employed

Data Collection and Analysis

...Educational Data Collection and Analysis Introduction Educational research is one area where a comprehensive collection and analysis of data is carried out at different levels. It is important to understand more about the types of data collection and analysis methods and their pros and cons in order to better design the research project. The data collection and analysis strategy needs to be determined quite early in the research project as it is a key element of the research and would affect the quality of research project output. Data Collection Methods There are various methods of data collection adopted while conducting an educational research project. Depending on the need, availability of information and expected outputs one... drawing...
4 Pages(1000 words)Essay

Methodology of Research, Data Collection and Analysis

...Methodology of Research, Data Collection and Analysis This part contains a discussion of the methodologies used to collect and analyse data for the study with the aim of determining whether mainstreaming and inclusion of children with ADHD is the best option or if alternative options are available for parents and schools that would allow special children to achieve their maximum potential. The objectives that would allow the aim of the research study to be achieved are the following: (1) To conduct semi-structured surveys involving the following target respondents: a. Special...
13 Pages(3250 words)Assignment

Research Project Data Collection 1,2,3

..., B.2, and C.2 show a strong positive correlation between the account balance and the number of ATM transactions as would be expected. This was true for all customers whether they had a debit card or not. Data could be collected through a variety of mechanisms that each have their strength and weaknesses. If the research requires qualitative data, a questionnaire or personal interview would be appropriate. A personal interview would yield a greater response rate, though it may be affected by the interviewer. An anonymous questionnaire may result in more reliable data. In addition, interviews are expensive and time consuming. The research...
4 Pages(1000 words)Essay

Data Collection and analysis of data

...of data collection was used so as to obtain answers which were related to the research topic The data for the purpose of the present study was collected through face to face, personal in-depth interview which involved intensive study of human experiences through a detailed open ended interrogative method which was used to find out an elderly diabetic patient’s thoughts and behaviors about his condition. The respondent for the study, i.e. an elderly man with 65 years of age, was asked to mention about his experiences about the diabetes. It is further mentioned that qualitative research mostly depends on the...
16 Pages(4000 words)Essay

Data Collection

...Running head: STATISTICS Statistics There has been the formulation of several hypotheses explaining the reasons for the existence of a discriminatory wage pay gap in United States and the European countries. Standard deviations in the wage gap exist in different age groups between men and women. Data examination in the era between 1980’s and 1990’s shows that there is no link in payment gaps with women acquired skills rather on gender discrimination (Blau and Kahn, 2006). According to Hedrick (et al. 2011), there have been conventional perceptions that collective bargaining leads to increases in worker’s salaries in, both, the private and public sectors. In universities, however, some of the sources of...
1 Pages(250 words)Assignment

Data Collection

...advantages: A researcher can design a survey very easily as compared to other methods. In a survey, a researcher can collect a wide range of data at a time e.g. opinions, values, beliefs, attitudes etc. this helps the researcher to limit several errors which could otherwise be assumed (Thanos & H. Debas, 2010). Surveys have the following disadvantages. Respondents may not feel the confidence to give accurate information. They may give false answers at the expense of pleasing the researcher. Furthermore, the respondents may not be aware the questions due to lack of prior knowledge or have forgotten. The use of surveys will help the...
1 Pages(250 words)Research Paper

Data Collection

...Data Collection Questionnaire Is there any medication error? (Yes No) 2. Have you been infected during your medication at the hospital? (Yes No) 3. Was there any bleeding after surgery? (Yes / No) 4. Was the anesthesia appropriate? (Yes / No) 5. Is the healthcare institute hygienic? (Yes / No) Different Methods of Data Collection According to Pilot & Beck (2008), there are several methods of data collection for a survey to be effective. These methods commonly include interviews, where the survey is conducted by undergoing a conversation with an individual or a group. Moreover, observation to a particular event is also another form for...
1 Pages(250 words)Assignment

Data Collection

...Data Collection Discussion about the Data Collected or Researched While researching the topic of “Inmate Health Care” and indicate that their actually lays a problems concerning this topic, secondary data in the form of reviewing scholarly based journal articles, books, online sources and academic literatures was mainly collected or researched . Thus, with this concern, a qualitative approach of research methodology is deemed to be fit in researching the above stated topic. From a theoretical standpoint, qualitative method aids in...
2 Pages(500 words)Assignment

Data Collection

...Data Collection Data Collection Acquiring statistics for crimes committed can be an arduous task. This is because not all crimes are documented and even if they are documented, not all records are kept for future reference. According to Crime and Criminal Justice (n.d.), crimes are difficult to quantify since they are both time and context-specific. This means that the evaluation of behavior varies with the location and time and that something may be considered legal in one place but illegal in another locality. Information on crime statistics can be obtained from various sources. Some of the sources used by victimologists in USA include the Uniform Crime Report (UCR),...
4 Pages(1000 words)Assignment

Data Collection Methods

...Data Collection To have an imperative discussion on the question, it is important to dichotomize and delineate the unembellished concept ‘data collection’. Data refers to statistics or facts that are collected and analyzed for reference and proof of phenomena. Data collection is therefore a systematic approach of gathering and measuring information on different variables so as to establish answers to research questions evaluate outcomes and test the hypotheses. A myriad of businesses across the globe depend on the collection of data for a...
8 Pages(2000 words)Coursework
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.

Let us find you another Assignment on topic Classification of Data Collection and Analysis Depending on the Research Methodology Employed for FREE!

Contact Us