- Present the key descriptive statistics for the five quantitative variables in a table (quantity sold, advertising expenses, flavor rating, social media posts, and event promotions). The key descriptive statistics include the mean, median, standard deviation, and range.
- Analyze the TC Ice Cream data to identify trends and patterns for the two flavors you have selected. For each flavor, create the following visualizations.
- Create a line chart (also known as a trend chart) using the qualitative variable Date and the quantitative variable Quantity Sold to provide a visualization displaying quantity sold by month.
- Create a line chart (also known as a trend chart) using the qualitative variable Date and the quantitative variable Flavor Rating (average) to provide a visualization displaying flavor rating (average) by year/quarter/month.
- Create a combo chart using the qualitative variable Date (x-axis) and the quantitative variables: Quantity Sold (clustered column) and Advertising expenditures (line – secondary axis).
- Create a combo chart using the qualitative variable Date (x-axis) and the quantitative variables: Quantity Sold (clustered column) and total – Social Medial Posts and Event Promotions (line – secondary axis). Hint: create a pivot table variable to sum the social media posts and event promotions.
- Create a box and whiskers chart using the qualitative variable Quantity Sold. This will help identify any outliers in the quantity sold data.
- Create a histogram for the quantitative variable Flavor Rating. It is recommended to use the data analysis “add-in” and the analysis tool “Histogram” to create the data for the visualization.
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- Assignment status: Qualitative variable Date and the quantitative variable Quantity Sold to provide a visualization displaying quantity sold by month
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Tag: quantitative
Respond to the following in 300 words.
The most frequently used measures of central tendency for quantitative data are the mean and the median. The following table shows civil service examination scores from 24 applicants to law enforcement jobs:
83 74 85 79
82 67 78 70
18 93 64 27
93 98 82 78
68 82 83 99
96 62 93 58
Using Excel, find the mean, standard deviation, and 5-number summary of this sample.
- Construct and paste a box plot depicting the 5-number summary.
- Does the dataset have outliers? If so, which one(s)?
- Would you prefer to use the mean or the medianas this dataset’s measure of central tendency? Why?
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Your manager is very pleased with your research data collection plan and quantitative research design for measuring employee contributions and has asked you to write a literature review (similar to Chapter 2 in your dissertation). Your dilemma is what empirical research should be included in your literature review. How can you discern quality studies in the quantitative realm from mediocre ones? What are the top five criteria for selecting high quality quantitative empirical articles for your literature review? Justify criteria selected with appropriate sources.
Note: Rather than providing insights into or literature regarding the topics of employee rewards/compensation or employee retention, focus your discussion post on the research methodology and design and the process of selecting scholarly quantitative literature to resolve this applied research example.
Alicia response
I think it takes skills of critical thinking to discern high quality articles from mediocre articles. I believe high quality articles that best support the dissertation process are peer reviewed articles; because, peer reviewed articles have gone through a validation process by way of being carefully screened, scrutinized, and combed through to determine authenticity and objectivity; the true purpose of this study. Another component to high quality research methodologies is the presence of ethics and accuracy. Before choosing an article, ask the question, “How do we know that this article is tried, true, and tested?”. The process in which research is conducted determines whether an article is ethical and unbiased, or if the article is based on a theory without actual observation or experiments conducted. When considering to implement one should consider if the article is valid, trustworthy, and effective enough to support your argument. Another criteria for conducting research based on experiment or observation is to consider how this process will answer a question or test a certain theory. Skews (2020) wrote that in order for the professional practice of coaching to be validated, it needed to be conducted through an evidence-based empirical design. The evidence-based design would answer a direct question, and thirdly it would use the available systematic reviews to access evidence relevant to the research question.
Source:
Skews, R. (2020). How to design and conduct quantitative coaching intervention research. Coaching Psychologist, 16(1), 41–51.
Do you agree with Alicia ? yes or no- only 150 words plus reference apa 7 format
Stevie Response
Hello Class,
Continuation of proving you are a great new doctoral leader is important with every task that is given. In providing a literature review of empirical research, the first step would be ensuring that I have the right resources for my research. Because this will be a quantitative study, it is important within the resources used for the research are credible. Credible evidence to gain readers’ trust, and the writer must be able to avoid bias in his or her argumentation (D’Urso et al., 2021). There are five specific actions that will be considered during the research, dependability, Credibility, Confirmability, Transferability, Reflexivity, and Trustworthy. Credibility will provide accurate findings, Dependability reference can be used for future research, Confirmability is providing adequateness, Transferability is finding research that can be used in the future, Reflexivity is which thinking about thinking is consistently being practiced, and Trustworthy is the goal of qualitative research (D’Urso et al., 2021). When researching, selecting high-quality articles will be clear in finding these components.
Reference
D’Urso, P., Johnston, E., McClendon, C. (2021). GCU doctoral research: Foundational principles of research design. Grand Canyon University.
Do you agree with Stevie ? Yes or no
Kathleens response
Credibility, accuracy, reasonableness, and support are the main criteria for discerning quality studies in the quantitative realm. (D’Urso et al., 2021) The top five criteria for selecting high quality empirical articles for your literature review include: 1) Why the study is conducted, 2)What new knowledge will be discovered, 3) Why this new knowledge is important, 4)The general population affected by the problem, and 5) How the research will contribute to resolving the problem. (Greenberger, 2021) Research design, research process, aims of research, amount of data, and method of analysis are all forms of the CIS (critical interpretive synthesis) (Depraetere et al., 2021) literature review process which has been in practice for several decades and has been very successful. Those are probably the best ways to evaluate literature.
Depraetere, J., Vandeviver, C., Keygnaert, I., & Beken, T. V. (2021). The critical interpretive synthesis: An assessment of reporting practices. International Journal of Social Research Methodology: Theory & Practice, 24(6), 669–689.
Do you agree with Kathleen ? Yes or no
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Write at least a one-to-two-page paper, using APA format. Reference all resources used. Use the EGCC library to find your article or other research databases. Make sure you cite and reference all of your resources to avoid plagiarism.
Find an evidence-based peer-review research article on a social work topic where the researchers used a quantitative research method. Read the article and then write a summary identifying the type of research conducted, how you know the researchers used a quantitative method, the process they used to conduct the research, and the outcomes of the study. Attach the article to the assignment.
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For each DQ elaborate within 260-300 words. Use in text citations accordingly. Use scholarly reference(s) along with the one(s) attached as well. Use and cite references using APA 7th Style Guide accordingly. Doctoral level class.
DQ 1) What is the nature of quantitative methodology? What types of measurements are best explored using quantitative methodology? Why? Based on your initial readings in Chapter 1 of the course textbook, how is this different from qualitative methodology? Explain.
DQ 2) Imagine that you already have a doctoral degree and have a new job as a supervisor. It comes to your attention that several employees are dissatisfied and talking about leaving. Turnover is costly and disruptive, so you urgently need to identify a solution. The intensity of the situation and the burgeoning negative bandwagon have you concerned that talking to employees about the problems they are experiencing will unnecessarily heighten emotions and exacerbate the situation. Nonetheless, you wish to come to your boss with a fact-based list of measures that may be taken, starting with the most urgent, easiest to implement, and most effective. What kind of data do you need? How do you acquire the information you need? Support your position.
Reference:
GCU Doctoral Research: Foundational Principles of Research Design Read Chapter 1 of GCU Doctoral Research: Foundational Principles of Research Design.
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Please find below assignment as discussed.
3000 word Essay on the title:
‘Quantitative and Qualitative research is just numbers or words on a page until they are brought to life’ How can story telling integrate data into strategic plans?
Prepare a document that explains the differentiation between quantitative and qualitative research with respect to how research is used in today’s business environment. Give examples of when each could be conducted, on which topics and with what audiences to provide an evidential platform to inform a client’s decision making. Include a section or table on the limitations as well as the benefits of both. Use academic references (15 minimum) to support your key points (1500 words).
Create an argument for the methodology (either quantitative or qualitative) which you believe to be the most relevant for today’s business environment where insight has a premium. Provide examples to support your argument and use academic references (15 minimum) to support your key points (1500 words).
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What considerations must be given to the selection of a quantitative methodology for a research study? Based on what you know now, which of these considerations do you believe are the most important? Why?
150 word paragraph with reference
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Benchmark – Data Collection Design
This assignment should be a continuation from your literature review from unit 2. The Literature Review is ATTACHED
Part 1: When doing research, you need to be able to specify how you are going to collect your data. Explain the data collection process by writing a 500-750-word proposal that:
1. Describe Sampling Methods
2. Explain Measurements Levels (Unitization)
3. Differentiate between Post-Positivist Paradigm (quantitative) and interpretive (qualitative) or critical
Part 2: When doing research, you also need to design methods of effectively answering your research question(s) and accurately testing your hypothesis. For this part of the assignment, you will be utilizing a survey design. In the survey, you need to include:
1. Ten scale items that will serve as a composite measure
2. Four demographic/population questions
3. One open-ended question
Prepare this assignment according to the guidelines found in the APA Style Guide, located in the Student Success Center. An abstract is not required.
You are required to submit this assignment to LopesWrite for plagiarism check.
Benchmark Information
This benchmark assignment assesses the following programmatic competency:
BA Communication
3.1 Differentiate between different approaches to communication research.
STUDY MATERIALS
Read Chapters 7-8 in The Basics of Communication Research.
Read “Protecting Hyperlinks and Preserving First Amendment Values on the Internet,” by Dalal, from University of Pennsylvania Journal of Constitutional Law (2011).
Read “Follow the Connections! Finding the Big Picture of Internet Communications,” by Maireder, from GfK-Marketing Intelligence Review (2014).
Read: “Selecting the Survey Method.” URL:http://www.socialresearchmethods.net/kb/survsel.php
View: “10 Step Guide to Questionnaire Design,” by RCU URL:https://www.youtube.com/watch?v=53mASVzGRF4
Read: “Research into Questionnaire Design,” by Lietz. This is the article referred to in the video.
Read: “Researching Internet-Based Populations: The Advantages and Disadvantages of Online Survey Research: Online Questionnaire Authoring Software Packages, and Web Survey Services,” by Wright, from Journal of Computer-Mediated Communication (2006). URL:http://onlinelibrary.wiley.com/doi/10.1111/j.1083-6101.2005.tb00259.x/full?utm_source&globalMessage=0
Read “On the Interpretation of Digital Trace Data in Communication and Social Computing Research,” by Freelon. URL:https://lopes.idm.oclc.org/login?url=http://search.ebscohost.com.lopes.idm.oclc.org/login.aspx?direct=true&db=a9h&AN=94723699&site=ehost-live&scope=site
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Research Articles- for Community Assessment: Presentation
Ten minute presentation in class, at least one qualitative and one quantitative research article.
Articles must be peer reviewed, research studies and related to the community assessment.
Articles must have been published within last 3-5 years.
-
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RSCH 600 Term Paper [2 parts]
TERM PAPER PART 1: INTRODUCTION, REVIEW OF LITERATURE, PROBLEM STATEMENT, RESEARCH QUESTIONS
You need to conduct some research related to your own interests or to serve the interests of some organization (employer/client/sponsor). Before you start writing a formal proposal, you (or your employer/client/sponsor) would like to gather some information about the problem as well as understand its importance.
Choose your research topic thoughtfully, as this assignment will be part of your term paper.
HERE ARE THE KEY PARTS OF THIS TERM PAPER (PART 1):
Title of your research
Make it intriguing – (BUT LESS THAN 12 CHARACTERS)
Introduction/Background
Provide a brief description of what the proposed research topic is about, why is it important and how you came to be interested in it.
Literature Review
The purpose of this assignment is to develop skills in finding and analyzing valid literary resources for your research. The review should be written in an integral / synthetic style, and NOT as an annotated bibliography.
This part of your research proposal should be roughly 7-9 pages (excluding cover page and references) and written in paragraphs, report format. All citations and references for this course are to be done in the APA style.
Please note: Use in-text citations to reference all ideas, concepts, text, and data that are not your own. If you make a statement, back it up with a reference!
· Research a minimum of 15 relevant business-related literature sources (focus on material available in digital format only for this course). Carefully choose your 15 “keepers” that are clearly related to your study. (Note: you might need to find 30 to “keep” only 15).
· Identify major common themes encountered in the selected literature sources. For each theme, create its own subsection within the literature review.
· For each theme / subsection of the literature review, explain the opinions of the authors and show their similarities, differences, methods of acquisition of data, methods of data analysis and other pertinent information. State how the reviewed research results relate to your proposed study.
· Identify the gaps in the literature and explain what needs to be done to move forward in your research.
Statement of the Problem
Detail the problem that you are considering. Explain:
· How are you defining and delimiting the specific area of the research?
· What is the gap that will be addressed by this research?
· What it is that you hope to learn by conducting this research?
· Discuss the anticipated outcomes and benefits to the researcher, the organization, or society.
Research Questions
Provide focused research questions for your planned research. Also provide a back-up question in case the first one does not pan out. Make sure you address the following questions:
· What is the scope of your research?
· Is the scope of your research question reasonable?
please Note: the research question should be limited to 2 questions only
TERM PAPER PART 2: Statistics in Quantitative Methods
The purpose of the assignment is to develop skills associated with selecting and applying methods for data collection, stationary and time series data analysis and hypothesis testing.
Data collection Identify the sources that will offer the information that you need to answer the research question (journals, books, internet resources, government documents, people, etc).
1. What data do you plan to acquire to answer your research question? Why? What kinds of instruments, variables, materials, or sources will you use (i.e. will you use observations, surveys, interviews, case studies, focus groups, experiments, documents, media, data base searches, etc.)? If you plan to use mixed methods, will they be sequential or concurrent? Why?
2. List the kinds of data/information that you plan to collect (e.g. testimonials, statistics, business/government reports, other research data, audio/video recordings, etc.). Also, consider two or three alternative ways you could gather data/information for this research.
3. If you plan to use research participants, where will they come from? How will they be sampled? How many participants will you require?
If you are not using research participants, who will you use as the target audience of your data? Who would most benefit from your research, and why?
4. What ethical issues will your research project present? What biases might you bring to the research and how will you address that bias?
Analysis of stationary data
1. What method will you choose to analyze the stationary data that you plan to collect?
2. Has this method of data analysis been applied in similar situations by other authors? Include references and illustrations from the literature to show the advantages and disadvantages of the method.
3. Attach a worked-out example of application of the method using simulated or previously published data and explain it.
4. How will you validate your findings/conclusions?
Testing hypotheses
1. State your hypotheses.
2. Explain how to test your hypotheses and justify the choice.
3. Have similar hypotheses been tested by other authors? Include references and illustrations from the literature. Attach a worked-out example of hypothesis testing using simulated or previously published data.
4. How will you validate your findings/conclusions?
Analysis and forecasting of time series
1. Define the time series data you plan to gather related to your topic.
2. What method will you choose to analyze and forecast the time series data that you plan to collect?
3. Have these methods of data analysis and forecasting been applied in similar situations by other authors? Include references and illustrations from the literature to show their advantages and disadvantages.
4. Attach a worked-out example of analysis and forecasting using simulated or previously published data and explain it.
5. How will you validate your findings/conclusions?
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