CYBR 707 - Research Methods, Design, and Analysis - Salina Campus

This guide provides reference and citation resources for students enrolled in CYBR 707 at K-State Salina.

Library Research Guide

Research Methodologies in ISDD

Understanding Research Methodologies when Combining Virtual Reality Technology with Machine Learning Techniques
This link will open as a PDF in a new tab. This paper presents a scoping review of methodological strategies undertaken in 21 peer-reviewed research articles that involve both VR and ML. Results show and appraise different methodological approaches in research projects, and outline a set of recommendations to combine metrics from inferential statistics and evaluation of ML models to increase validity, reliability and trustworthiness in future research projects that intersect VR and ML.

More Methodology Resources

Research Methodology From El Sevier
Very brief article from El Sevier, one of the largest science publishers in the world, on selecting a methodology.
Choose Your Methods Wisely
Fantastic article from the American Psychological Association on research methodology selection. The advice contained in this article is applicable to research in all disciplines.

Which Research Method Should I Choose?

Selecting a research method involves considering several factors such as the research question, the nature of the data to be collected, the scope of the study, the availability of resources, and your preferences as a researcher. Here are some things to consider as you select a research method:

Identify your research question: The first step in selecting a research method is to define your research question. This will guide your choice of research method.
Review existing literature: Before selecting a research method, it is important to review existing literature on your topic. This can help you identify the most appropriate research method for your study.
Consider the nature of the data: The nature of the data you need to collect will also influence your choice of research method. For example, if you need to collect quantitative data, you may consider using a survey or an experiment. If you need to collect qualitative data, you may consider using interviews or focus groups.
Determine the scope of the study: The scope of your study will also influence your choice of research method. If you are conducting a large-scale study, you may consider using a survey. If you are conducting a small-scale study, you may consider using interviews or focus groups.
Evaluate available resources: You should also consider the resources available to you, such as time, money, and personnel. Some research methods may require more resources than others.

Lastly, consider your own preferences and strengths. If you have experience with a particular research method, you may feel more comfortable using it; however be sure to consider all the factors above to ensure that the method you are comfortable using is appropriate to your study or research question. It is also important to remember that research methods are not mutually exclusive and that you can use a combination of methods to achieve your research goals.

Produced by Sage Research Methods

Audio Transcript Choosing Which Method to Use
This file provides an audio transcript of the video Sage Research Methods - Choosing Which Method to Use.

Sage Research Methods: A Good Place to Start

The Sage Research Methods Project Planner is an excellent resource whether you are feeling completely lost or you just need a little bit of help. This comprehensive guide will take you from topic exploration and selection all the way through research and analysis. This is a great tool to revisit throughout the stages of the research process.

Sage Project Planner: Defining a Topic
This specific section of the project planner is concerned with defining and selecting a topic for your research. The planner will take you through each step of the development and selection process.
Sage Methods Map
Much like the mind map you created to find a research topic, this tool creates a map of potential research methodologies based on the criteria you choose.

Research Methodologies in ISDD

Understanding Research Methodologies when Combining Virtual Reality Technology with Machine Learning Techniques
This link will open as a PDF in a new tab. This paper presents a scoping review of methodological strategies undertaken in 21 peer-reviewed research articles that involve both VR and ML. Results show and appraise different methodological approaches in research projects, and outline a set of recommendations to combine metrics from inferential statistics and evaluation of ML models to increase validity, reliability and trustworthiness in future research projects that intersect VR and ML.

More Methodology Resources

Research Methodology From El Sevier
Very brief article from El Sevier, one of the largest science publishers in the world, on selecting a methodology.
Choose Your Methods Wisely
Fantastic article from the American Psychological Association on research methodology selection. The advice contained in this article is applicable to research in all disciplines.