Directions
Your bottom line is to develop a five to eight-page research paper using statistical analysis in your research.
You have recently completed your degree at Bryant & Stratton College, and have secured an entry level professional position with an employer in your field of study.
Your employer would like you to do research and will give you latitude to develop research and find data related to your field of study. The research must follow the data requirements detailed in the project directions, with proper documentation for each section detailed in a Word document. This is an opportunity for you to showcase to your employer your statistical analysis, analyzing, and synthesis skills using Excel and Word. The results of your research should provide evidence and persuasion for your employer to act on your research findings within your research paper.
Requirements and Formatting
Your Portfolio Project must be formatted as follows:
• APA formatting
• Title Page
• Times New Roman or Arial 12-point font
• 1-inch margins
• Page numbers in top right corner
Deliverable Descriptions
you will be starting your research paper. Please submit your research file (Word doc) and data set (please submit a screen print of your data set) in Blackboard in Week 2. Your Word doc should be two pages in length (Page 1 – Title Page, Page 2 – Statement of the Problem).
Below are some resources on developing a Statement of the Problem:
Video: https://www.youtube.com/watch?v=r61f_TslrdA
Link:https://www.editage.com/insights/the-basics-of-writing-a-statement-of-the-problem-for-your-research-proposal
Statement of the Problem: Based upon the data found, you must state what is the data about and what is the intent of examining this data set. You should also answer the following questions:
1. What is the specific topic that you will research?
2. What do you hope to get from examining this data/research topic?
3. How is this related to your major?
4. What makes this data interesting to you to study?
Finding a Valid Data Set: You will need to find valid data for your project. To that end, you want to select real data from reputable sources that relates to your degree and field of study for your employer. You may use the provided Appendix A of websites to search for data; however, you are not limited to using these links provided but can also utilize our Virtual Library to find scholarly articles or research data, as well as your favorite search engine to find data you would be interested in studying.
you will be completing the below sections of your research paper as a continuation of your research paper. Please recall that APA format has a page dedicated to any references, and all references for the project should be placed there.
Literature Review: In this section of the paper, you will explain the purpose of your research based on the efforts of other researchers. Using the Virtual Library or Google Scholar to find academic papers, you should identify at least one study performed by others about your topic. After reading your selected academic paper, you will summarize what the study is about and what the conclusions were. Next, you should discuss how your study relates to that previous work in the field.
Below is a video reference on Literature Reviews:
Video: https://www.youtube.com/watch?v=q3ObfLJZxEU
you will be completing the below sections of your research paper as a continuation of your Word document.
Goal Statement: State your research goals and objectives. To note, a goal is an overarching principle that guides decision making. Objectives are specific, measurable steps that can be taken to meet the goal. To help you flesh out this section, think of the following questions: What is the end goal you are hoping this research will show? How do you plan to go about examining this? Are there certain statistical tests you are planning on using?
Research Questions: List at minimum two research questions you would like the study to answer. Your research questions should be questions that can be answered from the data set that you have. Be sure to identify any statistical variables that you will consider and their potential influence on the other variables you identify.
Below is a video resource on Research Questions:
Video: https://www.youtube.com/watch?v=LWLYCYeCFak
Methodology: During the term we studied graphs, tables, frequency distributions, measures of central tendency and dispersion, normal distributions calculated through range, mean, standard deviation, and z scores, regression analysis, the measurement of location, variation, probabilities, distributions, and expectations for formulating and testing a hypothesis and interpreting the results. For methodology, include the following:
1. Create a hypothesis from your research. Use this video link as a resource: https://www.youtube.com/watch?v=bp2fbzWZDmA
2. Explain how you plan to test your hypothesis
3. Identify how you plan to organize your data
4. Identify how you plan to calculate your statistical data
5. Identify how you plan to investigate associated dispersions
6. Explain if you plan to conduct a regression analysis or correlation or t-test, and the measurements you plan to use
You will be utilizing descriptive analysis and using descriptive statistics within Data Analysis in Excel (mean, median, standard deviation analysis, minimum, maximum). Depending on your data, you may also be utilizing some of the following to analyze your data: (a) Correlation (b) Linear Regression or (c) t-test.
Below is a resource videos to help identify which statistical test might be best for your project:
Choosing a statistical test:
Video: https://www.youtube.com/watch?v=rulIUAN0U3w
This week your analysis should be performed in Excel and documented in your research paper.
Data Analysis: Utilizing the data you have found for this project, perform all necessary analysis; this will include any mean, variance, and standard deviation calculations, as well as any other tests you identified in your methodology. Based on the data you have found, represent your findings through the organizational means you identified in your methodology and be sure to include as exhibits all the statistical computations performed within your Word document
you will be completing the below sections of your research paper as a continuation of your research project. In addition to submitting your research paper, please submit your Excel file(s) used for the Data Analysis in Blackboard by the end of Week 7.
Conclusion: Based on your data, discuss the following in your Word document:
1. Whether your findings confirm or refute your hypothesis
2. The effect of these findings on your goal statement
3. The related answers this data provides to your research question
4. How your findings inform the statement of problem you provide at the beginning.
5. Also, synthesize, analyze, and evaluate your findings in the context of the literature review you performed.
Reflection: Finally, include a discussion of the project itself within your Word document. Discuss the following in this reflection:
1. How this project illustrated the importance of statistics in your career and community
2. How these efforts connect to prior courses you have taken and could inform future courses in your program
3. The process you used to complete the project
4. How this process changed your perspective on some element of your learning
5. How this new approach could help you in future courses.
Incorporate instructor feedback, make any additional corrections, and submit to your ePortfolio.
Upload your Portfolio Project to the Institutional Outcome in your ePortfolio listed below. Use the following naming convention: MATH309 – Portfolio Project:
• Quantitative and Scientific Reasoning – Follow established methods of inquiry and mathematical reasoning to form conclusions and make decisions.
For directions on how to upload your project to your ePortfolio, please see Student Resources in
For specific grading information, please refer to the Portfolio Project Grading Rubric
Below you will find an example of the research paper you can use as a template. The example is based on a data from the Census Bureau.
Appendix A – Suggested Websites for Data Sets
Data.gov http://data.gov
US Census Bureau http://www.census.gov/data.html
Open Data Network https://www.opendatanetwork.com/
European Union Open Data Portal http://open-data.europa.eu/en/data/
Data.gov.uk http://data.gov.uk/
Canada Open Data https://open.canada.ca/en
The CIA World Factbook https://www.cia.gov/library/publications/the-world-factbook/
Healthdata.gov https://www.healthdata.gov/
UNICEF https://www.unicef.org/reports
World Health Organization http://www.who.int/en/
Amazon Web Services public datasets http://aws.amazon.com/datasets
Google Public Data Explorer https://www.google.com/publicdata/directory
Gapminder http://www.gapminder.org/data/
National Climatic Data Center http://www.ncdc.noaa.gov/data-access/quick-links#loc-clim
Dr. John Rasp’s Statistics Website http://www2.stetson.edu/~jrasp/data.htm
MATH 309 Project Rubric
Level 4 Level 3 Level 2 Level 1
Statement of Problem 10 8 6 0
Problem is in students’ degree field, clearly stated, and relates to the topic. Problem is clearly stated and relates to the topic. Problem is clearly stated. Problem is not clearly stated.
Points Earned: Comments:
Literature Review 10 8 6 0
Student locates four or more sources and objectively discusses their findings and relationship to study. Student locates three sources for the literature review and discusses their findings and relationship to the study. Student locates two sources for and discusses their findings. Student fails to locate any sources.
Points Earned: Comments:
Goal Statement 5 4 3.5 0
Goal statement is interesting, clear, and relates to the topic. Goal statement is clear and relates to the topic. Goal statement is clear. Goal statement is not clear.
Points Earned: Comments:
Research Questions 10 8 6 0
Provides a series of interesting research questions and clearly identifies each of the variables and their potential influence on other variables. Provides a series of research questions and identifies some variables along with some of their potential influence on other variables. Provides some research questions and identifies a few variables. No research questions provided.
Points Earned: Comments:
Methodology 10 8 6 0
Hypothesis is interesting, plan to test hypothesis is effective, data organization is efficient, plan to calculate statistical data is effective, plan to investigate associated dispersions is effective, regression analysis plan is effective, and/or the measurements are appropriate. Hypothesis is effective, plan to test hypothesis is provided, data organization is evident, plan to calculate statistical data is presented, plan to investigate associated dispersions is indicated, regression analysis plan is offered, and/or the measurements are provided. Hypothesis is ineffective, plan to test hypothesis is ineffective, data organization is ineffective, plan to calculate statistical data is ineffective, plan to investigate associated dispersions is ineffective, regression analysis plan is ineffective, and/or the measurements are inappropriate. No hypothesis is provided, there is no plan to test the hypothesis, data organization plan is not provided, statistical processes are not provided, and no measurements are offered.
Points Earned: Comments:
Data Analysis 40 32 28 0
Data analysis and Excel work is structured in column format, answers identified, and columns labeled, and very thorough, and appropriate to the topic. Analysis justifies and support conclusions. Data analysis and Excel work is good and reasonably complete. Conclusions are consistent with analysis. Analysis is rudimentary at best. Conclusions are present but not well supported by the analysis. Analysis is inappropriate or missing. Conclusions are invalid or missing.
Points Earned: Comments:
Conclusion 10 8 6 0
Conclusion and Reflection are interesting, clearly stated, related to the topic, and addresses all stated questions in the supplied assignment prompt. Conclusion and Reflection are clear, mostly relates to the topic, and addresses most stated questions in the supplied assignment prompt. Conclusion and Reflection are somewhat clear, somewhat relates to the topic, and addresses some of the stated questions in the supplied assignment prompt. Conclusion and Reflection are unclear, does not relate to the topic, and addresses few if any of the stated questions in the supplied assignment prompt.
Points Earned: Comments:
Grammar, Mechanics, and Information Literacy 5 4 3.5 0
Few, if any, grammatical or mechanical errors. All supplied data and sources are appropriate and properly documented in APA format. Some grammatical and mechanical errors. Some supplied data and sources are appropriate and properly documented in APA format. Many grammatical and mechanical errors. Most supplied data is not appropriate and is not properly documented in APA format. Grammatical and mechanical errors seriously inhibit the project’s effectiveness. Nearly all or all of the supplied data is inappropriate and and is not properly documented in APA format.
Points Earned: Comments:
Final Grade: Closing Comments:
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