PSY 326 Research Methods Week 2 GuidanceWelcome to Week 2 of Res.docxwoodruffeloisa
PSY 326 Research Methods Week 2 Guidance
Welcome to Week 2 of Research Methods! This week, you will have an overview of qualitative versus quantitative, and experimental versus non-experimental research approaches. Required resources are sections 1.2, 1.3, 2.1, and 5.2 of the textbook (Newman, 2016), two research studies (Blixen, Perzyski, Bukah, Howland, & Sajatovic, 2016; Boyers & Rowe, 2018), and three helpful videos about writing research questions and hypotheses. The videos are linked in the Course Materials and the written assignment prompt.
Assignments for the week include a discussion, an interactive learning activity and quiz, a journal exercise, and a written assignment. To see how your assignments will be graded, look at the rubrics accessible through a link on the screen for each discussion or assignment.
The Week 2 discussion is Method Comparisons. Your initial post is due by Day 3, and all replies are due by Day 7. To prepare for the discussion, read the sections of the textbook listed above and the lecture portion of this instructor guidance. Your initial discussion post will have two parts. The first part is the same for everyone. Explain the similarities and differences between qualitative and quantitative research. Then, explain the difference between experimental and non-experimental research.
The second part of the post is a jigsaw puzzle. Instead of having the entire class read and report on four categories of research, each person will research and report on one category. Categories are assigned based on the first letter of your last name. When you determine your assigned category, use the Research Methods research guide and the databases in the Ashford University Library to find at least two scholarly/peer-reviewed articles about that type of research. Then, describe the features of the research category, name at least one specific research design in the category, and suggest a suitable topic for this type of research. Document your sources in APA style.
At least three replies to the initial posts of classmates will be required for this discussion, because you must read and respond to at least one post about each of the other three research categories. As the expert on your assigned category, you will also be expected to respond to questions posted on your thread by others. See the discussion prompt for complete details.
After you have learned about the research design categories from the assigned readings and participating in the discussion, you will be ready to do the interactive learning activity and take the quiz called Name That Design Category, due by Day 6. In the first part of the learning activity, match the name of the design category with its description. In the scenarios presented in the second part of the learning activity, you must select all categories of research that apply, and not select any that do not apply to the described research situation. When you have mastered the interactive learning activity, ...
PSY326 Research Methods Week 3 GuidanceStart the week by viewing.docxpotmanandrea
PSY326 Research Methods Week 3 Guidance
Start the week by viewing the video on the Week 3 overview screen. Read Chapter 3 of your textbook and the research study you selected in Week 1.
After completing this instructional unit, you will be able to:
· Analyze three descriptive research designs.
· Evaluate a published research study.
In this week’s discussion, you will discuss the strengths and weaknesses of the three descriptive research designs presented in Chapter 3, and give examples of appropriate research topics for each design. Do your best to explain the three research designs in your own words and try to suggest research topics for each design that are not mentioned in the textbook. There is no one right answer to the question of which design is best. What counts is that you can explain why you prefer your choice above the others. You may have a particular liking for the strengths of one of the designs, or you may be interested in a research topic that is suited to one of the designs more than the others. Remember that all discussions should cite at least two scholarly sources published within the last ten years, so be sure to search the Ashford Library resources for journal articles that extend the information given in the textbook on descriptive research and data. All references should be cited in APA format. See the Ashford Writing Center, under Learning Resources in the left navigation panel, for examples of correct APA style.
The quiz this week is due on Sunday and covers the concepts of non-experimental descriptive research presented in Chapter 3 of the textbook.
For the written assignment, you will critique the research study you selected in Week 1. It may seem like a light workload this week, but it is not. In order to critically analyze the research study and propose another (hopefully, better) way of doing the study, you will need to read the study a few times to make sure you fully understand the methods used. You also need to read some articles about research methods that you can find in the Research Methods research guide in the Ashford Library. Apply that information to your assessment of the study. Read the detailed instructions for the assignment and let your instructor know as early as possible if you have questions about it.
When determining if a study uses qualitative, quantitative, or mixed methods, it is not always possible to rely on the wording of the title of the study. After you read the whole article, you may conclude that what the researchers actually did was different than what you expected from the title. Look for these clues when reading a research article.
When you see the word “variable,” the research is probably using quantitative methods. Essentially, variables in research mean the same thing that variables meant in your high school algebra class. They are numerical values that may be unknown and can change. Variables are designed to be used in statistical equations, which is a feature of quantitative ...
CLASSIFYING RESEARCHObjective Following completion of this cour.docxmonicafrancis71118
CLASSIFYING RESEARCH
Objective: Following completion of this course, the student will understand the general classification schema for research.
There are several ways to categorize different kinds of research. Please view the schematic that you’ll find in the section on quantitative research. One of the most fundamental is basic versus applied. By far, the preponderance of educational research is applied. We generally think of basic research as it more frequently occurs in the sciences. Examining the theoretical foundations of the beginning of the universe, trying to validate Darwin’s Theory of Evolution,
Item#6 in your study
Your study!
and other such projects are certainly worthy endeavors, leading to simple expansion of knowledge rather than of some immediately applied benefit. However, in education, we’re more interested and involved in solving problems. Just how much does a certain math software package do in terms of facilitating mastery of multiplication and division? Is mainstreaming effective in countering self-image problems of special education students? Will mandatory retention of third-graders who cannot read affect eventual graduation rates? These are examples of applied research, answers to which allow us to immediately make improvements in some aspect of education.
Research can be classified as either quantitative or qualitative. You will use both in the research project to be completed in this class. The former, quantitative, requires the use of statistics for analysis of data. Look at the schematic on the preceding page and locate descriptive under the quantitative heading. You will design and carry out a descriptive pilot studythis semester; it will require some basic statistical analysis skills which you master in a subsequent assignment. Look at the arrow on the schematic on page 50. That is what you’ll be doing, a combination quantitative and qualitative study..
Qualitative research does not require the use of statistics. It is sometimes termed ethnographic research, coming from long-time use by anthropologists and relies upon such as observation of behaviors in a natural setting, interpretation of documents or records, interviews, and open-ended questions used in surveys. Details on techniques of qualitative analysis and writing will be addressed later in this text.
Additional reading
Dominowski, R. L. (1980). Research methods. Englewood Cliffs, N.J.: Prentice-Hall.
Firth, R. (1984). Ethnographic research: a guide to general conduct. Orlando: Academic Press.
Schmuck, R. (2006). Practical action research for change. Thousand Oaks,
Calif.: Corwin Press.
QUALITATIVE RESEARCH
Objective: Following completion of this course, the student will have the basic skills necessary for doing qualitative research and will understand the process.
You might recall reading about Margaret Mead, a famous anthropologist who lived among primitive societies and wrote of their lifestyles and habits. While her work has .
Running head QUANTITATIVE DESIGNS1Quantitative DesignsStu.docxcharisellington63520
Running head: QUANTITATIVE DESIGNS
1
Quantitative Designs
Student Name Here
Walden University
Quantitative Designs
Provide a brief introduction to your paper here. The title serves as your introductory heading no need for a heading titled “Introduction.”
Two Designs
Select two peer reviewed journal articles that utilized different types of quantitative research designs. Briefly describe each of the designs that you selected. Remember to focus on how the research was done not what was studied. Always provide credit for your sources.
Sampling
Include the types of sampling used in each study to conduct the chosen research methods. Sampling is “how” the researchers recruited participants. What type of sampling method was used? Where and how did the recruitment occur? Who needed to give permission?
Comparison of Designs
Similarities and Differences
Explain two similarities and two differences between the designs you selected. Described the similarities and then discuss the differences.
Strengths and Weaknesses
Describe at least one strength and one limitation of each design. Clearly identify which design has what strength or weakness. Support your points.
Comparison Insights
Describe an insight or conclusion you can draw from the comparison. For example, how might you use the designs? What populations, interventions, or research problems might be better suited for one or the other design?
Ethical, Legal and Socio-Cultural Considerations
Explain any ethical, legal, and socio-cultural considerations that may be relevant for the designs you selected. Remember this section is ethical, legal, and sociocultural so you need to discuss all three. In addition, you need to support your points with scholarly support, such as the ethical code, laws, etc.
Conclusion
Your conclusion section should recap the major points you have made in your work. However, perhaps more importantly, you should interpret what you have written and what the bigger picture is. Remember your paper should be 2 - 3 pages not counting your title page and reference page. Please do not exceed three pages of content.
Save your Application as a ".doc" or ".rtf" file with the filename APP4+your first initial+last name. For example, Sally Ride’s assignment filename would be "APP4SRide". Use the "Submit an Assignment" link, choose the Week 4: Application basket, and then add your Application as an attachment.
References
Always include references. Be sure every reference is in APA format with a hanging indent. Also, every citation should have a reference and vice versa. Use the APA manual, the Citation Guide or some source to verify your format. APA is very specific about punctuation and how elements of the reference are presented.
Running head: QUANTITATIVE DESIGNS
1
Quantitative Designs
Cynthia Morris
Walden University
Quantitative Designs
The two most common sources of information using qualitative research are interviews and sampling methods
. Int.
Research Presentation instructions Research Question andCitation.docxdebishakespeare
Research Presentation instructions
Research Question andCitations
The Research Presentation begins with a research question and a bibliographic search. You should identify 2 to 4 studies that address the same research question. Please send your References to me with citations written in APA style --see APA Manual of Style, 6th ed. -- no later than the date listed in the Calendar. I will use your Research Question to peruse the titles to make sure they look like original reports of empirical studies that are all on the same research question, and I will do an APA check on one of your citations. No grade will be taken; however, part of your presentation grade depends on using appropriate articles and writing your References page in APA style. If you are in doubt about whether a study is an "original report of an empirical study," feel free to attach it to the Citations and RQ email. Please start early on this assignment and plan to spend several hours searching for the right kind of articles that are all on the same research question. If you need assistance with APA style, please consult the Kail and Cavanaugh text References for many examples of APA-style reference citations.
A sampling of possible topics is listed here, but please feel free to examine other topics of interest. It helps to define your topic in terms of the “effects of X on Y in Z population.” For example:
Effects of X...
...on Y...
...in Z population
Example Research Questions
pretend play, parenting conflict, violence, divorce, alcoholism, daycare, self-esteem, social isolation, untimely death of family member, homelessness, early reading, eating disorders
intelligence, creativity, school achievement, social well-being language development, attachment, identity, physical health, dating practices
preschoolers, elementary school students, children, high school students, infants, adolescents, seniors, young adults
1. What are the effects of pretend play on language development in preschoolers?
2. What are the effects of pretend play on school achievement in elementary school students.
3. What are the effects of family violence on social well-being in adolescents?
4. What are the effects of peer pressure on academic achievement in middle-schoolers?
NB: Please make sure that the items you choose for each "variable" in your research question work together sensibly.
Examples of relevant journals at the ISU Cunningham Memorial Library include: Developmental Psychology, Human Development, Infancy, Adolescence, Child Development, Social Development, Childhood and Adolescence, Family and Community Health, Family Relations and Child Development, Merrill-Palmer Quarterly, Journal of Experimental Child Psychology, Journal of Educational Psychology, Journal of Child Language. There are many other journals that also publish empirical reports of studies on human development. Increasingly, reputable journals are available online. If you have a question about a given source, ...
PSY 326 Research Methods Week 2 GuidanceWelcome to Week 2 of Res.docxwoodruffeloisa
PSY 326 Research Methods Week 2 Guidance
Welcome to Week 2 of Research Methods! This week, you will have an overview of qualitative versus quantitative, and experimental versus non-experimental research approaches. Required resources are sections 1.2, 1.3, 2.1, and 5.2 of the textbook (Newman, 2016), two research studies (Blixen, Perzyski, Bukah, Howland, & Sajatovic, 2016; Boyers & Rowe, 2018), and three helpful videos about writing research questions and hypotheses. The videos are linked in the Course Materials and the written assignment prompt.
Assignments for the week include a discussion, an interactive learning activity and quiz, a journal exercise, and a written assignment. To see how your assignments will be graded, look at the rubrics accessible through a link on the screen for each discussion or assignment.
The Week 2 discussion is Method Comparisons. Your initial post is due by Day 3, and all replies are due by Day 7. To prepare for the discussion, read the sections of the textbook listed above and the lecture portion of this instructor guidance. Your initial discussion post will have two parts. The first part is the same for everyone. Explain the similarities and differences between qualitative and quantitative research. Then, explain the difference between experimental and non-experimental research.
The second part of the post is a jigsaw puzzle. Instead of having the entire class read and report on four categories of research, each person will research and report on one category. Categories are assigned based on the first letter of your last name. When you determine your assigned category, use the Research Methods research guide and the databases in the Ashford University Library to find at least two scholarly/peer-reviewed articles about that type of research. Then, describe the features of the research category, name at least one specific research design in the category, and suggest a suitable topic for this type of research. Document your sources in APA style.
At least three replies to the initial posts of classmates will be required for this discussion, because you must read and respond to at least one post about each of the other three research categories. As the expert on your assigned category, you will also be expected to respond to questions posted on your thread by others. See the discussion prompt for complete details.
After you have learned about the research design categories from the assigned readings and participating in the discussion, you will be ready to do the interactive learning activity and take the quiz called Name That Design Category, due by Day 6. In the first part of the learning activity, match the name of the design category with its description. In the scenarios presented in the second part of the learning activity, you must select all categories of research that apply, and not select any that do not apply to the described research situation. When you have mastered the interactive learning activity, ...
PSY326 Research Methods Week 3 GuidanceStart the week by viewing.docxpotmanandrea
PSY326 Research Methods Week 3 Guidance
Start the week by viewing the video on the Week 3 overview screen. Read Chapter 3 of your textbook and the research study you selected in Week 1.
After completing this instructional unit, you will be able to:
· Analyze three descriptive research designs.
· Evaluate a published research study.
In this week’s discussion, you will discuss the strengths and weaknesses of the three descriptive research designs presented in Chapter 3, and give examples of appropriate research topics for each design. Do your best to explain the three research designs in your own words and try to suggest research topics for each design that are not mentioned in the textbook. There is no one right answer to the question of which design is best. What counts is that you can explain why you prefer your choice above the others. You may have a particular liking for the strengths of one of the designs, or you may be interested in a research topic that is suited to one of the designs more than the others. Remember that all discussions should cite at least two scholarly sources published within the last ten years, so be sure to search the Ashford Library resources for journal articles that extend the information given in the textbook on descriptive research and data. All references should be cited in APA format. See the Ashford Writing Center, under Learning Resources in the left navigation panel, for examples of correct APA style.
The quiz this week is due on Sunday and covers the concepts of non-experimental descriptive research presented in Chapter 3 of the textbook.
For the written assignment, you will critique the research study you selected in Week 1. It may seem like a light workload this week, but it is not. In order to critically analyze the research study and propose another (hopefully, better) way of doing the study, you will need to read the study a few times to make sure you fully understand the methods used. You also need to read some articles about research methods that you can find in the Research Methods research guide in the Ashford Library. Apply that information to your assessment of the study. Read the detailed instructions for the assignment and let your instructor know as early as possible if you have questions about it.
When determining if a study uses qualitative, quantitative, or mixed methods, it is not always possible to rely on the wording of the title of the study. After you read the whole article, you may conclude that what the researchers actually did was different than what you expected from the title. Look for these clues when reading a research article.
When you see the word “variable,” the research is probably using quantitative methods. Essentially, variables in research mean the same thing that variables meant in your high school algebra class. They are numerical values that may be unknown and can change. Variables are designed to be used in statistical equations, which is a feature of quantitative ...
CLASSIFYING RESEARCHObjective Following completion of this cour.docxmonicafrancis71118
CLASSIFYING RESEARCH
Objective: Following completion of this course, the student will understand the general classification schema for research.
There are several ways to categorize different kinds of research. Please view the schematic that you’ll find in the section on quantitative research. One of the most fundamental is basic versus applied. By far, the preponderance of educational research is applied. We generally think of basic research as it more frequently occurs in the sciences. Examining the theoretical foundations of the beginning of the universe, trying to validate Darwin’s Theory of Evolution,
Item#6 in your study
Your study!
and other such projects are certainly worthy endeavors, leading to simple expansion of knowledge rather than of some immediately applied benefit. However, in education, we’re more interested and involved in solving problems. Just how much does a certain math software package do in terms of facilitating mastery of multiplication and division? Is mainstreaming effective in countering self-image problems of special education students? Will mandatory retention of third-graders who cannot read affect eventual graduation rates? These are examples of applied research, answers to which allow us to immediately make improvements in some aspect of education.
Research can be classified as either quantitative or qualitative. You will use both in the research project to be completed in this class. The former, quantitative, requires the use of statistics for analysis of data. Look at the schematic on the preceding page and locate descriptive under the quantitative heading. You will design and carry out a descriptive pilot studythis semester; it will require some basic statistical analysis skills which you master in a subsequent assignment. Look at the arrow on the schematic on page 50. That is what you’ll be doing, a combination quantitative and qualitative study..
Qualitative research does not require the use of statistics. It is sometimes termed ethnographic research, coming from long-time use by anthropologists and relies upon such as observation of behaviors in a natural setting, interpretation of documents or records, interviews, and open-ended questions used in surveys. Details on techniques of qualitative analysis and writing will be addressed later in this text.
Additional reading
Dominowski, R. L. (1980). Research methods. Englewood Cliffs, N.J.: Prentice-Hall.
Firth, R. (1984). Ethnographic research: a guide to general conduct. Orlando: Academic Press.
Schmuck, R. (2006). Practical action research for change. Thousand Oaks,
Calif.: Corwin Press.
QUALITATIVE RESEARCH
Objective: Following completion of this course, the student will have the basic skills necessary for doing qualitative research and will understand the process.
You might recall reading about Margaret Mead, a famous anthropologist who lived among primitive societies and wrote of their lifestyles and habits. While her work has .
Running head QUANTITATIVE DESIGNS1Quantitative DesignsStu.docxcharisellington63520
Running head: QUANTITATIVE DESIGNS
1
Quantitative Designs
Student Name Here
Walden University
Quantitative Designs
Provide a brief introduction to your paper here. The title serves as your introductory heading no need for a heading titled “Introduction.”
Two Designs
Select two peer reviewed journal articles that utilized different types of quantitative research designs. Briefly describe each of the designs that you selected. Remember to focus on how the research was done not what was studied. Always provide credit for your sources.
Sampling
Include the types of sampling used in each study to conduct the chosen research methods. Sampling is “how” the researchers recruited participants. What type of sampling method was used? Where and how did the recruitment occur? Who needed to give permission?
Comparison of Designs
Similarities and Differences
Explain two similarities and two differences between the designs you selected. Described the similarities and then discuss the differences.
Strengths and Weaknesses
Describe at least one strength and one limitation of each design. Clearly identify which design has what strength or weakness. Support your points.
Comparison Insights
Describe an insight or conclusion you can draw from the comparison. For example, how might you use the designs? What populations, interventions, or research problems might be better suited for one or the other design?
Ethical, Legal and Socio-Cultural Considerations
Explain any ethical, legal, and socio-cultural considerations that may be relevant for the designs you selected. Remember this section is ethical, legal, and sociocultural so you need to discuss all three. In addition, you need to support your points with scholarly support, such as the ethical code, laws, etc.
Conclusion
Your conclusion section should recap the major points you have made in your work. However, perhaps more importantly, you should interpret what you have written and what the bigger picture is. Remember your paper should be 2 - 3 pages not counting your title page and reference page. Please do not exceed three pages of content.
Save your Application as a ".doc" or ".rtf" file with the filename APP4+your first initial+last name. For example, Sally Ride’s assignment filename would be "APP4SRide". Use the "Submit an Assignment" link, choose the Week 4: Application basket, and then add your Application as an attachment.
References
Always include references. Be sure every reference is in APA format with a hanging indent. Also, every citation should have a reference and vice versa. Use the APA manual, the Citation Guide or some source to verify your format. APA is very specific about punctuation and how elements of the reference are presented.
Running head: QUANTITATIVE DESIGNS
1
Quantitative Designs
Cynthia Morris
Walden University
Quantitative Designs
The two most common sources of information using qualitative research are interviews and sampling methods
. Int.
Research Presentation instructions Research Question andCitation.docxdebishakespeare
Research Presentation instructions
Research Question andCitations
The Research Presentation begins with a research question and a bibliographic search. You should identify 2 to 4 studies that address the same research question. Please send your References to me with citations written in APA style --see APA Manual of Style, 6th ed. -- no later than the date listed in the Calendar. I will use your Research Question to peruse the titles to make sure they look like original reports of empirical studies that are all on the same research question, and I will do an APA check on one of your citations. No grade will be taken; however, part of your presentation grade depends on using appropriate articles and writing your References page in APA style. If you are in doubt about whether a study is an "original report of an empirical study," feel free to attach it to the Citations and RQ email. Please start early on this assignment and plan to spend several hours searching for the right kind of articles that are all on the same research question. If you need assistance with APA style, please consult the Kail and Cavanaugh text References for many examples of APA-style reference citations.
A sampling of possible topics is listed here, but please feel free to examine other topics of interest. It helps to define your topic in terms of the “effects of X on Y in Z population.” For example:
Effects of X...
...on Y...
...in Z population
Example Research Questions
pretend play, parenting conflict, violence, divorce, alcoholism, daycare, self-esteem, social isolation, untimely death of family member, homelessness, early reading, eating disorders
intelligence, creativity, school achievement, social well-being language development, attachment, identity, physical health, dating practices
preschoolers, elementary school students, children, high school students, infants, adolescents, seniors, young adults
1. What are the effects of pretend play on language development in preschoolers?
2. What are the effects of pretend play on school achievement in elementary school students.
3. What are the effects of family violence on social well-being in adolescents?
4. What are the effects of peer pressure on academic achievement in middle-schoolers?
NB: Please make sure that the items you choose for each "variable" in your research question work together sensibly.
Examples of relevant journals at the ISU Cunningham Memorial Library include: Developmental Psychology, Human Development, Infancy, Adolescence, Child Development, Social Development, Childhood and Adolescence, Family and Community Health, Family Relations and Child Development, Merrill-Palmer Quarterly, Journal of Experimental Child Psychology, Journal of Educational Psychology, Journal of Child Language. There are many other journals that also publish empirical reports of studies on human development. Increasingly, reputable journals are available online. If you have a question about a given source, ...
Quantitative Research Qualitative Research
Ask broad, general Qs.
Collecting data consisting
largely of words (text) or
image (picture).
Descriptions and analysis of
words for themes.
Conducts inquiry in
subjective, biased manner.
Ask specific narrow Qs.
Collects data from
participants.
Analyzes numbers using
statistics.
Conducts the inquiry in
unbiased, objective manner.
By Cristie McClendon, Scott Greenberger, and Stacey BridgesTawnaDelatorrejs
By Cristie McClendon, Scott Greenberger, and Stacey Bridges
Reading Quantitative Research
Essential Questions
1. What types of research problems are suitable for quantitative research?
2. How does a researcher select a quantitative design?
3. What are the GCU core designs for quantitative research?
4. How does one select appropriate measures or instruments for quantitative research?
5. What sampling approaches are used in quantitative research?
6. What are the most common approaches used in quantitative data analysis?
Introduction
Quantitative research is frequently used in the social sciences because it is quick, relatively inexpensive, and
considered a valid method of inquiry by researchers and academicians. The goals of quantitative research are
to describe the attributes of a group of people, to measure differences between groups, to determine if a
relationship exists between variables, or to predict if one event or factor causes another.
Quantitative studies contain measurable and quanti�able data, a
statistically appropriate sample, use of statistical techniques, and
a structured data collection plan to ensure that the study can be
replicated. Additionally, quantitative studies require the use of
valid and reliable instruments, surveys, or databases to quantify
variables. The research method is deductive, very structured, and
in�exible as often the goal of the researcher is to generalize or
apply the results to other groups and populations besides those
participating in the study. Ultimately, quantitative research offers a systematic and structured process for
answering research questions (Balnaves & Caputi, 2001).
Critically Reading Quantitative Research
Doctoral learners must go through a process of learning how to critically read empirical research. While
reading is a familiar skill to learners, at the doctoral level, it takes on new depth as learners transition to the
mindset of a researcher. The required reading materials will be more dif�cult to read, take more time, and
require learners to improve their reading ef�ciency and critical-thinking skills. Having ample time built in for
reading is crucial to the success of a doctoral student. Reading is the foundation to a dissertation research
project. The �rst 2 years before a proposal is accepted will be spent reading peer-reviewed articles,
dissertations, books, and other scholarly sources that can potentially contribute to the dissertation project. At
the same time, the reading of these materials directly contributes to subject matter expertise of the learner
helping to make him or her an expert in the �eld of study. Unfortunately, there is not a speci�c number of
Schedule enough time to read
critically.
resources that a learner must read to transform into an expert. The reading process in a doctoral program is an
ongoing, self-directed, independent project that begins in the �rst course and does not end until the
dissertation is approved. Ev ...
Framework for Program Development and EvaluationReference.docxhanneloremccaffery
Framework for Program Development and Evaluation
Reference: Comeau, J. (2011). Framework for program development and evaluation.Unpublished, Capella University, Minneapolis, MN.
L i c e n s e d u n d e r a C r e a t i v e C o m m o n s A t t r i b u t i o n 3 . 0 L i c e n s e .
1. Understand and analyze qualitative program evaluation design.
2. Compare and contrast experimental and quasi-experimental designs.
3. Analyze pretest-posttest designs.
4. Communicate through writing that is concise, balanced, and logically organized.
Unit 3 - Program Evaluation: Qualitative Research Design
INTRODUCTION
This unit focuses on qualitative evaluation design, data collection methods, and evaluating program
effectiveness. Additionally, you will apply this knowledge to a real-world program evaluation.
OBJECTIVES
To successfully complete this learning unit, you will be expected to:
U03S1] Studies - Multimedia and Readings (Complete the following):
• Framework for Program Development and Evaluation view the flow chart/transcript
• Writing an Action Research Dissertation: Part One view the media/transcript
• Writing an Action Research Dissertation: Part Two view the media/transcript
The Writing an Action Research Dissertation media pieces will help you to understand the
academic writing standards for your doctoral program. You are expected to be proficient in this
type of writing by the end of your program. By using the advice and guidance of the media, you can
refine your academic writing and improve your success in this course and throughout your
program.
• Read Chapter 5 - Program Evaluation and Performance Measurement text
o Pay attention to question 7 on page 221. The content this question addresses will be
releant for the first discussion in this unit.
• Read Moore and Tananis's 2009 article, "Measuring Change in a Short-Term
Educational Program Using a Retrospective Pretest Design," from American Journal of
Evaluation, volume 30, issue 2, pages 189–202.
o Pay attention to the research design and data collection methods in this study. You
will be analyzing them for two upcoming assignments, one in this unit and the
other in Unit 5.
Constance
Highlight
Constance
Highlight
Constance
Highlight
Constance
Highlight
[U03A1] Unit 3 Assignment 1 - Program Evaluation: Analysis of Study Design
Using what you have learned through the readings and discussions up to this point in the course, read and analyze the 2009
journal article "Measuring Change in a Short-Term Educational Program Using a Retrospective Pretest Design" by Moore
and Tananis. After you have finished your reading of the article, formalize your analysis by addressing the following:
• Identify the research design that was employed in the Moore and Tananis study.
• Explain whether the research design is experimental or quasi-experimental. Support your explanation by
comparing and contrasting characteristics between the two types of designs.
◦ Make sure ...
Please pay attention to all the details. The instructor told me th.docxstilliegeorgiana
Please pay attention to all the details. The instructor told me the conclusion must include all the topics learned in this class sin ce week 2. I added all the necessary info you need to complete the conclusion for my final paper.
Concusion Section
7 - Conclusion: In this section, the student will identify a summary of their EBP project as well as consider the potential contribution to their specialty track (FAMILY NURSE PRACTITIONER) practice setting. The required content includes: MUST BE A COMPREHENSIVE CONCLUSION FROM WEEK 2 THROUGH WEEK 7
· Provide a comprehensive summary of key points from this EBP proposal project (PART A)
WEEK 2 – To develop an EBP PICOT/PICo question as well as a research question, numerous sources can trigger the spirit of inquiry, or to put it simply, the "I wonder . . . ?" The sources include, but are not limited to, the following.
· Identification of a concern in a practice area (i.e., "I wonder how I can prevent . . . ")
· Inconsistencies found in professional literature (i.e., Article A says I should do X, but Article B says that the preferred action is Y. I wonder which one is correct for my practice area.")
· Problems occurring with the practice area (i.e., "This has been a problem in the unit as long as I can remember; I wonder how I can improve the . . . ")
· Reviewing nursing theory (i.e., "I read that knowledge helps with self-care; I wonder whether it would help to foster patient compliance with . . . )
Although the source of the EBPPICOT/PICo or research study question can vary based upon your practice area and its related events, the role of nursing theory is where this week begins.
WEEK 3 – Discussions - Elements of Quantitative Research: Design and Sampling
This discussion will explore the quantitative approach sampling and design by analyzing a single study quantitative research article related to your specialty track. WEEK 4 - Developing New Evidence: Qualitative Research Studies Overview of the Qualitative Research Approach
Qualitative research studies phenomena in their natural settings. By using the natural settings, this design interprets phenomena in terms of the meanings that people bring to them. Qualitative research aims to get a better understanding through firsthand experience because subjects share thoughts, feelings, and experiences. Qualitative research involves the collection of a variety of empirical materials. These materials include, but are not limited to, case study, personal experience, life story, interviews, observations, historical perspectives, interactional, and visual texts. All of this information becomes data that describe routine as well as problematic moments with the meanings these moments have in individuals' lives.
Often, the qualitative approach is used as the initial research study in an area of interest because it will help to explore and define the phenomena. By gaining an understanding of underlying reasons, opinions, and motivations, it provid ...
The research paper has developed over the past three centuries into a tool to communicate the results of scientific inquiry.
The ability to accurately describe ideas, protocols/procedures, and outcomes are the pillars of scientific writing.
This is a lesson in Research 1- Basic Research and is good for a 1.5 hours classroom activity. It covers images that can motivate undergraduate students from class participation during the class activity.
Research Proposal The articles for this proposal is attach.docxgholly1
Research Proposal
The articles for this proposal is attached to this assignment.
The origin of my research question comes from the impact of school counseling character education counseling lessons have on students’ academic achievement and social-emotional health. Many students, especially 3rd grade students are failing reading, writing, and language due to frustrations that have at home, school, and community.
Research question: What is the impact of character education counseling lessons on increasing academic achievement in Reading, Writing, and Literacy?
Students come to school with an array of concerns and teaching character education, reviewing data, working as a team with the teachers, administrators, etc. will increase student achievement.
Instructions for assignment below:
The culminating project for the course is a research proposal that will be structured for conducting an authentic research study for improving the current counseling program at your school or enhancing school counseling practice in your school system. The following questions must be answered in the paper. Plagiarism 15% or more will receive a grade of “0”.
Submissions must be in APA format. Do not use outline form.
1. A brief description of the current situation and an intervention or research intended to change it or clarify the phenomena in terms of efficacy or lack of efficacy.
2. Literature Review
1. (One sentence only.) The purpose of this study is to ____________.
2. What study or studies or literature review has most directly inspired your study? (Give citation(s).)
3. How does your study build on previous research? (No more than 3 sentences.)
4. How will your study contribute to knowledge about school counseling or defend an implementation of your efforts to refine/develop your school counseling program. (No more than 3 sentences.)
5. Research Questions, Hypotheses, and Objectives
1. In what form are you stating your research purposes? (Check one or more.)
Create a log (a list) of the searches used initially in your searches for literature. If you use a library other than your schools, your lists should be specific to each library. The more detailed you keep your search log the more your professors can help you hone your research and your literature review.
2. Create an abbreviated literature review or annotated bibliography. This should support your intervention or investigation, the need for the research or program change, and the gap in the literature or program that your research could possibly explore.
3. Purpose of the Study
______Questions _______Hypotheses _______Objectives
1. List your research questions/hypotheses/objectives.
2. What is the particular research theory and or counseling theory do you intend to use?
3. Research Design
1. If your study is quantitative in nature, describe the characteristics of the population that you will study. If your study is qualitative in nature, describe the phen.
Quantitative Research Qualitative Research
Ask broad, general Qs.
Collecting data consisting
largely of words (text) or
image (picture).
Descriptions and analysis of
words for themes.
Conducts inquiry in
subjective, biased manner.
Ask specific narrow Qs.
Collects data from
participants.
Analyzes numbers using
statistics.
Conducts the inquiry in
unbiased, objective manner.
By Cristie McClendon, Scott Greenberger, and Stacey BridgesTawnaDelatorrejs
By Cristie McClendon, Scott Greenberger, and Stacey Bridges
Reading Quantitative Research
Essential Questions
1. What types of research problems are suitable for quantitative research?
2. How does a researcher select a quantitative design?
3. What are the GCU core designs for quantitative research?
4. How does one select appropriate measures or instruments for quantitative research?
5. What sampling approaches are used in quantitative research?
6. What are the most common approaches used in quantitative data analysis?
Introduction
Quantitative research is frequently used in the social sciences because it is quick, relatively inexpensive, and
considered a valid method of inquiry by researchers and academicians. The goals of quantitative research are
to describe the attributes of a group of people, to measure differences between groups, to determine if a
relationship exists between variables, or to predict if one event or factor causes another.
Quantitative studies contain measurable and quanti�able data, a
statistically appropriate sample, use of statistical techniques, and
a structured data collection plan to ensure that the study can be
replicated. Additionally, quantitative studies require the use of
valid and reliable instruments, surveys, or databases to quantify
variables. The research method is deductive, very structured, and
in�exible as often the goal of the researcher is to generalize or
apply the results to other groups and populations besides those
participating in the study. Ultimately, quantitative research offers a systematic and structured process for
answering research questions (Balnaves & Caputi, 2001).
Critically Reading Quantitative Research
Doctoral learners must go through a process of learning how to critically read empirical research. While
reading is a familiar skill to learners, at the doctoral level, it takes on new depth as learners transition to the
mindset of a researcher. The required reading materials will be more dif�cult to read, take more time, and
require learners to improve their reading ef�ciency and critical-thinking skills. Having ample time built in for
reading is crucial to the success of a doctoral student. Reading is the foundation to a dissertation research
project. The �rst 2 years before a proposal is accepted will be spent reading peer-reviewed articles,
dissertations, books, and other scholarly sources that can potentially contribute to the dissertation project. At
the same time, the reading of these materials directly contributes to subject matter expertise of the learner
helping to make him or her an expert in the �eld of study. Unfortunately, there is not a speci�c number of
Schedule enough time to read
critically.
resources that a learner must read to transform into an expert. The reading process in a doctoral program is an
ongoing, self-directed, independent project that begins in the �rst course and does not end until the
dissertation is approved. Ev ...
Framework for Program Development and EvaluationReference.docxhanneloremccaffery
Framework for Program Development and Evaluation
Reference: Comeau, J. (2011). Framework for program development and evaluation.Unpublished, Capella University, Minneapolis, MN.
L i c e n s e d u n d e r a C r e a t i v e C o m m o n s A t t r i b u t i o n 3 . 0 L i c e n s e .
1. Understand and analyze qualitative program evaluation design.
2. Compare and contrast experimental and quasi-experimental designs.
3. Analyze pretest-posttest designs.
4. Communicate through writing that is concise, balanced, and logically organized.
Unit 3 - Program Evaluation: Qualitative Research Design
INTRODUCTION
This unit focuses on qualitative evaluation design, data collection methods, and evaluating program
effectiveness. Additionally, you will apply this knowledge to a real-world program evaluation.
OBJECTIVES
To successfully complete this learning unit, you will be expected to:
U03S1] Studies - Multimedia and Readings (Complete the following):
• Framework for Program Development and Evaluation view the flow chart/transcript
• Writing an Action Research Dissertation: Part One view the media/transcript
• Writing an Action Research Dissertation: Part Two view the media/transcript
The Writing an Action Research Dissertation media pieces will help you to understand the
academic writing standards for your doctoral program. You are expected to be proficient in this
type of writing by the end of your program. By using the advice and guidance of the media, you can
refine your academic writing and improve your success in this course and throughout your
program.
• Read Chapter 5 - Program Evaluation and Performance Measurement text
o Pay attention to question 7 on page 221. The content this question addresses will be
releant for the first discussion in this unit.
• Read Moore and Tananis's 2009 article, "Measuring Change in a Short-Term
Educational Program Using a Retrospective Pretest Design," from American Journal of
Evaluation, volume 30, issue 2, pages 189–202.
o Pay attention to the research design and data collection methods in this study. You
will be analyzing them for two upcoming assignments, one in this unit and the
other in Unit 5.
Constance
Highlight
Constance
Highlight
Constance
Highlight
Constance
Highlight
[U03A1] Unit 3 Assignment 1 - Program Evaluation: Analysis of Study Design
Using what you have learned through the readings and discussions up to this point in the course, read and analyze the 2009
journal article "Measuring Change in a Short-Term Educational Program Using a Retrospective Pretest Design" by Moore
and Tananis. After you have finished your reading of the article, formalize your analysis by addressing the following:
• Identify the research design that was employed in the Moore and Tananis study.
• Explain whether the research design is experimental or quasi-experimental. Support your explanation by
comparing and contrasting characteristics between the two types of designs.
◦ Make sure ...
Please pay attention to all the details. The instructor told me th.docxstilliegeorgiana
Please pay attention to all the details. The instructor told me the conclusion must include all the topics learned in this class sin ce week 2. I added all the necessary info you need to complete the conclusion for my final paper.
Concusion Section
7 - Conclusion: In this section, the student will identify a summary of their EBP project as well as consider the potential contribution to their specialty track (FAMILY NURSE PRACTITIONER) practice setting. The required content includes: MUST BE A COMPREHENSIVE CONCLUSION FROM WEEK 2 THROUGH WEEK 7
· Provide a comprehensive summary of key points from this EBP proposal project (PART A)
WEEK 2 – To develop an EBP PICOT/PICo question as well as a research question, numerous sources can trigger the spirit of inquiry, or to put it simply, the "I wonder . . . ?" The sources include, but are not limited to, the following.
· Identification of a concern in a practice area (i.e., "I wonder how I can prevent . . . ")
· Inconsistencies found in professional literature (i.e., Article A says I should do X, but Article B says that the preferred action is Y. I wonder which one is correct for my practice area.")
· Problems occurring with the practice area (i.e., "This has been a problem in the unit as long as I can remember; I wonder how I can improve the . . . ")
· Reviewing nursing theory (i.e., "I read that knowledge helps with self-care; I wonder whether it would help to foster patient compliance with . . . )
Although the source of the EBPPICOT/PICo or research study question can vary based upon your practice area and its related events, the role of nursing theory is where this week begins.
WEEK 3 – Discussions - Elements of Quantitative Research: Design and Sampling
This discussion will explore the quantitative approach sampling and design by analyzing a single study quantitative research article related to your specialty track. WEEK 4 - Developing New Evidence: Qualitative Research Studies Overview of the Qualitative Research Approach
Qualitative research studies phenomena in their natural settings. By using the natural settings, this design interprets phenomena in terms of the meanings that people bring to them. Qualitative research aims to get a better understanding through firsthand experience because subjects share thoughts, feelings, and experiences. Qualitative research involves the collection of a variety of empirical materials. These materials include, but are not limited to, case study, personal experience, life story, interviews, observations, historical perspectives, interactional, and visual texts. All of this information becomes data that describe routine as well as problematic moments with the meanings these moments have in individuals' lives.
Often, the qualitative approach is used as the initial research study in an area of interest because it will help to explore and define the phenomena. By gaining an understanding of underlying reasons, opinions, and motivations, it provid ...
The research paper has developed over the past three centuries into a tool to communicate the results of scientific inquiry.
The ability to accurately describe ideas, protocols/procedures, and outcomes are the pillars of scientific writing.
This is a lesson in Research 1- Basic Research and is good for a 1.5 hours classroom activity. It covers images that can motivate undergraduate students from class participation during the class activity.
Research Proposal The articles for this proposal is attach.docxgholly1
Research Proposal
The articles for this proposal is attached to this assignment.
The origin of my research question comes from the impact of school counseling character education counseling lessons have on students’ academic achievement and social-emotional health. Many students, especially 3rd grade students are failing reading, writing, and language due to frustrations that have at home, school, and community.
Research question: What is the impact of character education counseling lessons on increasing academic achievement in Reading, Writing, and Literacy?
Students come to school with an array of concerns and teaching character education, reviewing data, working as a team with the teachers, administrators, etc. will increase student achievement.
Instructions for assignment below:
The culminating project for the course is a research proposal that will be structured for conducting an authentic research study for improving the current counseling program at your school or enhancing school counseling practice in your school system. The following questions must be answered in the paper. Plagiarism 15% or more will receive a grade of “0”.
Submissions must be in APA format. Do not use outline form.
1. A brief description of the current situation and an intervention or research intended to change it or clarify the phenomena in terms of efficacy or lack of efficacy.
2. Literature Review
1. (One sentence only.) The purpose of this study is to ____________.
2. What study or studies or literature review has most directly inspired your study? (Give citation(s).)
3. How does your study build on previous research? (No more than 3 sentences.)
4. How will your study contribute to knowledge about school counseling or defend an implementation of your efforts to refine/develop your school counseling program. (No more than 3 sentences.)
5. Research Questions, Hypotheses, and Objectives
1. In what form are you stating your research purposes? (Check one or more.)
Create a log (a list) of the searches used initially in your searches for literature. If you use a library other than your schools, your lists should be specific to each library. The more detailed you keep your search log the more your professors can help you hone your research and your literature review.
2. Create an abbreviated literature review or annotated bibliography. This should support your intervention or investigation, the need for the research or program change, and the gap in the literature or program that your research could possibly explore.
3. Purpose of the Study
______Questions _______Hypotheses _______Objectives
1. List your research questions/hypotheses/objectives.
2. What is the particular research theory and or counseling theory do you intend to use?
3. Research Design
1. If your study is quantitative in nature, describe the characteristics of the population that you will study. If your study is qualitative in nature, describe the phen.
This session provides a comprehensive overview of the latest updates to the Uniform Administrative Requirements, Cost Principles, and Audit Requirements for Federal Awards (commonly known as the Uniform Guidance) outlined in the 2 CFR 200.
With a focus on the 2024 revisions issued by the Office of Management and Budget (OMB), participants will gain insight into the key changes affecting federal grant recipients. The session will delve into critical regulatory updates, providing attendees with the knowledge and tools necessary to navigate and comply with the evolving landscape of federal grant management.
Learning Objectives:
- Understand the rationale behind the 2024 updates to the Uniform Guidance outlined in 2 CFR 200, and their implications for federal grant recipients.
- Identify the key changes and revisions introduced by the Office of Management and Budget (OMB) in the 2024 edition of 2 CFR 200.
- Gain proficiency in applying the updated regulations to ensure compliance with federal grant requirements and avoid potential audit findings.
- Develop strategies for effectively implementing the new guidelines within the grant management processes of their respective organizations, fostering efficiency and accountability in federal grant administration.
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHOChristina Parmionova
The 2024 World Health Statistics edition reviews more than 50 health-related indicators from the Sustainable Development Goals and WHO’s Thirteenth General Programme of Work. It also highlights the findings from the Global health estimates 2021, notably the impact of the COVID-19 pandemic on life expectancy and healthy life expectancy.
Jennifer Schaus and Associates hosts a complimentary webinar series on The FAR in 2024. Join the webinars on Wednesdays and Fridays at noon, eastern.
Recordings are on YouTube and the company website.
https://www.youtube.com/@jenniferschaus/videos
Presentation by Jared Jageler, David Adler, Noelia Duchovny, and Evan Herrnstadt, analysts in CBO’s Microeconomic Studies and Health Analysis Divisions, at the Association of Environmental and Resource Economists Summer Conference.
Donate to charity during this holiday seasonSERUDS INDIA
For people who have money and are philanthropic, there are infinite opportunities to gift a needy person or child a Merry Christmas. Even if you are living on a shoestring budget, you will be surprised at how much you can do.
Donate Us
https://serudsindia.org/how-to-donate-to-charity-during-this-holiday-season/
#charityforchildren, #donateforchildren, #donateclothesforchildren, #donatebooksforchildren, #donatetoysforchildren, #sponsorforchildren, #sponsorclothesforchildren, #sponsorbooksforchildren, #sponsortoysforchildren, #seruds, #kurnool
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...OECDregions
Preliminary findings from OECD field visits for the project: Enhancing EU Mining Regional Ecosystems to Support the Green Transition and Secure Mineral Raw Materials Supply.
ZGB - The Role of Generative AI in Government transformation.pdfSaeed Al Dhaheri
This keynote was presented during the the 7th edition of the UAE Hackathon 2024. It highlights the role of AI and Generative AI in addressing government transformation to achieve zero government bureaucracy
Jennifer Schaus and Associates hosts a complimentary webinar series on The FAR in 2024. Join the webinars on Wednesdays and Fridays at noon, eastern.
Recordings are on YouTube and the company website.
https://www.youtube.com/@jenniferschaus/videos
1. PSY 326 Research Methods Week 3 Guidance
PSY 326 Research Methods Week 3 GuidanceWelcome to Week 3 of Research Methods! This
week, you will learn about a few of the most popular qualitative research designs. Required
resources are sections 3.1, 3.2, and the parts of section 3.4 about “Pros and Cons of
Observational Research” and “Types of Observational Research” in the Newman (2016)
textbook, an ebook chapter by Levitt (2016), and two videos about qualitative research. The
videos are linked in the Course Materials and the discussion prompt.Assignments for the
week include a discussion, an interactive learning activity and quiz, and a written
assignment. To see how your assignments will be graded, look at the rubrics accessible
through a link on the screen for each discussion or assignment.The Week 3 discussion
is Pros and Cons of Qualitative Research. Your initial post is due by Day 3, and all replies are
due by Day 7. To prepare for the discussion, read the sections of the Newman (2016)
textbook listed above, the Levitt (2016) book chapter, and the lecture portion of this
instructor guidance. Also, view the videos Different Qualitative Approaches (Kawulich,
2013) and When to Use a Qualitative Research Design: Four Things to Consider (Zhang,
2017), which are linked in the Course Materials and the discussion prompt.This week’s
discussion assignment is a jigsaw puzzle. Instead of having the entire class read and report
on four different qualitative research designs, each person will research and report on one
specific design. Designs are assigned based on the first letter of your last name. When you
determine your assigned design, use the Research Methods research guide and the
databases in the Ashford University Library to find at least one scholarly/peer-reviewed
article about the research design AND at least one published research study that used the
design. Then, explain the characteristics and features of the research design and what kinds
of topics it can be used for, describe the data collection and data analysis methods used in
the design, and discuss the published study you found. Document your sources in APA
style.At least three replies to the initial posts of classmates will be required for this
discussion, because you must read and respond to at least one post about each of the other
three qualitative research designs. As the expert on your assigned design, you will also be
expected to respond to some of the questions posted on your thread by others. See the
discussion prompt for complete details.After you have learned about qualitative research
from the assigned readings and participating in the discussion, you will be ready to do the
interactive activity and take the quiz called Qualitative Research Fundamentals, due by Day
6. In the first part of the learning activity, match terms related to qualitative research with
their definitions. In the scenarios presented in the second part of the activity, you must
2. select the most appropriate qualitative research design for the situation. After mastering
the interactive activity, take the graded quiz. As with all quizzes in this course, you may
retake it as many times as you wish until the end of the course to improve your score. Your
highest score will be retained.The written assignment is a Qualitative Research
Critique paper, which is due on Day 7. Review the assigned readings, videos, and discussion
forum posts. The assignment prompt also provides links to Writing Center and Library
resources on how to read a scholarly article and write a critique, which will be helpful to
view before starting the assignment. Your instructor will post an announcement with the
reference for the assigned article to be critiqued. Retrieve the article from the Ashford
University Library, and also download the Qualitative Research Critique Template provided
in the Course Materials and the assignment prompt. The template is set up in APA format
with a series of questions to answer about the assigned study. Submit your completed
template form to Waypoint.After completing this instructional unit, you will be able to:·
Explain the distinguishing features of qualitative research.· Identify the key features, pros,
and cons of selected qualitative research designs.· Critique a qualitative research
study.Keep these objectives in mind as you go through this week’s learning
activities.Qualitative research is not an experiment. It does not involve manipulating
anything or controlling extraneous variables in a laboratory setting. Qualitative research is
holistic. You may have heard the centuries-old story about a group of blind men trying to
describe an elephant. They all felt different parts of the elephant. The one who felt the
elephant’s trunk concluded that an elephant was like a thick snake. Another, who felt the
elephant’s side, said that an elephant was like a wall. A man who felt the elephant’s ear was
sure that an elephant was like a fan. One who felt the tusk stated that the elephant was like a
spear, and so on.Each of the blind men only perceived one part or aspect of the elephant,
and they argued about which one of them was right. They were all partially correct, but
none of them really understood what an elephant was because they did not have the whole
picture. In a way, this piecemeal approach is like quantitative research, which parses
information about thoughts, feelings, behaviors, and objects into segments called variables.
If all the relevant variables are not included in a quantitative study, the results might not
present the whole truth. In contrast, qualitative research tries to consider the whole
phenomenon in its context.Qualitative research focuses on “what” and “how” types of
questions. It is not about finding out the right answer, but about understanding the
perceptions and perspectives of other people, as individuals or in groups. One of the
features of the qualitative approach is that researchers acknowledge that they see the world
from behind a lens composed of their upbringing, culture, language, and experiences.
Because everyone has such a lens, yet every individual’s lens is unique, it is important for
researchers to be aware of how their lenses color their perception and understanding of
what they see and hear from the participants. The effort to recognize one’s own lens and
biases is referred to as reflexivity (Levitt, 2016; Roberts, 2009; Tickle, 2017). Making an
effort to identify and set aside potential biases is called bracketing (Levitt, 2016). A person’s
worldview, which includes the cultural lens, beliefs about the nature of reality, and beliefs
about the nature of knowledge, is called a paradigm. Certain paradigms are associated with
particular qualitative research approaches. For more information about paradigms, see the
3. article by Ponterotto (2013) or other sources about the philosophy behind qualitative
research.Sampling in qualitative research tends to be purposive instead of random or by
convenience. Participants are selected because they have knowledge or personal experience
with the topic of the study, and are willing and able to communicate in depth about it.
Sample sizes are smaller than in quantitative studies. It is common not to set a desired
sample size ahead of time in qualitative research. Often, researchers rely on data saturation
to determine when the sample is large enough. Data saturation is the point at which no new
information or insight is added from additional interviews or observations. One sampling
strategy used when the topic is sensitive and locating qualified participants may be difficult,
is called snowball sampling. This involves asking each participant to refer someone they
know who is qualified and might be interested in participating. A qualitative researcher’s
goal is to describe observed phenomena, behaviors, or situations in rich detail in words or
pictures. This is called thick description. While quantitative research uses deductive
reasoning, qualitative research typically uses inductive reasoning, which goes from the
specific to the general. In induction, the researcher starts with pieces of data, then finds how
they are connected in patterns. Another feature of qualitative data analysis is constant
comparison. Instead of collecting all of the data before beginning analysis (as must be done
in quantitative research), data from each individual source is analyzed as soon as possible
after collection, and the findings are compared with and added to findings from the other
sources in the study. The process of data analysis involves at least three steps: coding,
categorizing, and generating themes. Codes are labels for significant statements or
observations found in the raw data. Categories are clusters of related codes. Themes are
meanings or insights that go across codes and categories.In some qualitative studies, the
researcher may send the analysis or findings to participants to get their feedback on the
accuracy of the researcher’s understanding of the data. This is called member checking or
respondent validation. Trustworthiness is a term usually used in qualitative research
instead of the quantitative terms validity and reliability. The qualitative concept of
trustworthiness includes the components of credibility (comparable to internal validity),
transferability (comparable to external validity), and dependability (comparable to
reliability). Trustworthiness is ed by thick description, reflexivity, bracketing, and member
checking. Four of the most popular qualitative research approaches are ethnography,
grounded theory, narrative research, and phenomenology.Ethnography focuses on a
culture-sharing group and how the group works, including core values and beliefs. The
researcher collects data over an extended period of time, with a combination of observation,
interviews, and document analysis. There are different types of observation, including non-
participant and participant observation (Roberts, 2009). Non-participant observation is
unobtrusive observation without interaction between the research and the people being
observed. Participant observation is when the researcher not only observes the behavior
and activities of participants, but also joins in the activities as part of the group. Data
analysis for ethnography includes description of what was observed; analysis of the
observations, documents, and interviews with key informants to determine the rules and
patterns of the culture; and interpretation to form a word picture of the culture as a whole.