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Team Recommendation Report

Local Study & Data Analysis

Your Team's Local Study 
& Data Analysis

Your team will complete a local study as part of the W231 experience. The team will first consider what information you haven't found yet that you need to know. You'll create your local study tool to generate that information.

The local study your team completed includes interesting materials for your client. In one of the Appendices on your website, copy and paste your local study.

Working with Laptop
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CONNECTING THE DOTS
Your Local Study Informs and Connects to Report Sections: Methodology, Analysis, Recommendations, and the Appendix

When a team's local study is well designed, it will provide valuable information for the Methodology section, supporting data for each team member's Analysis section, connect directly to one or more Recommendations, and be the focal point of one of the team Appendices.

The Methodology section will include one or two paragraphs of commentary on what data the team hoped to collect, the method they decided on to gather data [questionnaire, observation, interview/focus group, data analysis], who they connected with + why this audience/group, details about the data collection tool [number/type of questions, time taken to complete it, etc], how it was disseminated, how it was collected, and any special tools the team used to analyze and chart the findings. 

The Analysis section will include statistics, charts, and other relevant findings as part of the supporting evidence to persuade the reader that each of your recommendations is a good idea.

The Recommendations are, therefore, supported by the research you gather in your local study.

Then, the team shares a description of the local study [possibly copied/pasted from the Methodology], a link to the local study, and all of the raw data/charts from the study in one of the Appendices

Be sure to read the
APR Booklet.

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Local Study = Primary Research

Choosing a Research Tool

Choosing Your Local Study/
Primary Research Tool

VIEW this Powerpoint

  • View this short W231 PowerPoint: “Choosing Your Local Study Research Methods”

  • As your team discusses your local study, the first thing is to determine your purpose: What data do you need? What information have you searched for an NOT found?

  • Who can provide you with this missing information? This is the targeted audience.

  • And, how you can get access to those people or this data set? This is your targeted location/space to collect information.

    • For example, if you want to learn how much the average person reads, you might visit a local library--but that could also create bias since people who read more are more likely to visit libraries than, say, the local mall. So, to host a non-bias survey, the local mall would be a better choice.

  • Next, you'll find the best information-gathering tool reach your target audience.

  • After deciding on a tool, like Survey Monkey or Qualtrics, each team member will contribute question/s + answer options as all of you help shape the tool to gather the data you need for your section of the analysis.

  • One team member will build the tool, then duplicate it with a title that clarifies: test survey or prototype.

  • All other team members will access and complete the test survey.

  • After that, the team will look at the results and how the tool charts responses; you'll talk about revisions needed on the survey to get the data to chart in a coherent way.

  • Finally, the revised survey is ready to be disseminated to your target audience.

  • After you have 50+ responses, you'll each examine the results.

  • Every team member will build at least one chart that analyzes (breaks down) what a dataset means in relation to your recommendation.

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Tool Options
Choosing a Tool: Four Options

The goal of the primary research is to gather information to help your team develop recommendations, not just to confirm that the problem exists. Therefore, your choice of tool must arise directly from your research question and the type of information you need, so that your solutions address the needs of your target audience. It must also be quantitative since you need to be able to tabulate your results and show these results via meaningful charts and graphs. Your team will choose from one of these tools:
 

Your primary research tool must be used according to the criteria below. The tool should be achievable, which means that you need to be able to devise, conduct, tabulate, analyze, and graph the data within a short period of time—about 3 weeks.
 

All team members must be involved in the research process.
 
Your team must consult with your professor before beginning primary research. In some cases, like surveying employees at your client's organization, you will also consult with the client and receive approval of the survey.

 

Please connect with your faculty member on a regular basis and keep them updated on your progress.

YOUR PERSONAL CHALLEGE:

Use the local study to collect data that will support YOUR recommendation angle.

Each team member MUST compose at least one QUESTION and compose the ANSWER OPTIONS to collect data related to your portion of the Analysis/your recommendation.


 

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Five Expectations as You

Conduct the Local Study

1- All team members must be involved in the local study/primary research process.

2- Do not start with the primary research until we have completed the library/electronic research phase of the project.

 

3- The team must receive the "go ahead" from your instructor [or teaching assistant] before starting the primary research.

 

4- If you are survey people at your client's organization, the client must also review/approve the study tool.

5- Keep reading: See your syllabus for readings.

Organized Files

•    As a team, complete the Engineering Process for Primary Research worksheet below:

Engineering Your Study
THE ENGINEERING PROCESS: Charting Your Plan for the Local Study

Complete The 
Engineering Process Worksheet Below

In this phase of the Applied Research Project/Recommendation Report, your team will choose and design a recommendation-oriented, data collection research tool. After it is approved, you will conduct the research and tabulate the results.

 

Your findings will help you develop recommendations for your target audience, and will, therefore, be an integral part of your team's recommendation report.

 

W231 offers you an opportunity to learn and practice primary research skills in a limited way in order to lay a foundation for later work. Your data will not be (and is not expected to be) as statistically reliable as or commensurate with graduate level or professional research. The W231 primary research experience does, however, provide a framework to prepare you for future research experiences in your field.

Note: Be Recommendation Oriented

Remember, your purpose is not to convince your client/target audience that there is a problem. Your purpose is to make specific recommendations that help the client address the challenge or opportunity.

 

As you shape your recommendations, use the local study to bolster your argument.

 

Be goal oriented as you design the local study by being recommendation oriented with your questions and response options.

Completing the primary research will require a level of collaboration that may be difficult to achieve online. Meet in person.

I encourage your team to schedule a face-to-face team meeting to work together on these important parts of the recommendation report. To help your team choose a primary research tool, respond to the questions below:

•    What kind of information does your team still need in order to be able to create recommendations for your target audience?

•    What types of strategies did the literature suggest that might be workable for your specific organization or business? What strategies do you think your team should “test out” through primary research? What sorts of recommendations would you anticipate being able to make as a result of these questions? (Focus mainly on the section you wrote.)

•    Who could provide the information described in #1 and #2 above? (Employees? Students? Organization members? Managers/supervisors at similar types of organizations or businesses in the Indianapolis area? Other?) Why do you think this would be a good group to survey/interview/etc.?

•    Which tool do you think would be most likely to help your team gather the information it needs through primary research? Why?

REMINDER:

  • Read the TEXTBOOK chapter/s on Research. Knowing best-practices for primary research is central to your team’s success.

(We'll go over "creating visual" in class after you gather information.)

Link to the Fishers Test Kitchen Local Survey Results in their project ePortfolio: https://cpoetz.wixsite.com/fisherstestkitchen/appendix-a-survey-results

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Primary Research Options: Revisited
If your team is still on the fence, here are more details on your options and the strengths of each one

Qustionnaire
Building Your Questionnaire:

  • QUESTIONS MATTER

    • Shape them carefully

 

​The way you shape your questions and responses will maximize your time and data collection, particularly since Survey Monkey will limit the number of questions you can ask.

Survey by Questionnaire

Why choose this tool?

If you need information about a group of people so you can measure their opinions and describe them statistically, you should administer a questionnaire to a sample group that represents them. All but one or two of the questions must be closed-end questions. Be sure to read the TEXTBOOK on building questionnaires and types of questions/responses.

 

How do I use this tool?

Students typically "experiment" with the primary research tool in class with other teams, or with friends outside of class. Once the team verifies that the tool will provide the information they want in a format that is quantifiable, it's time to use it with your target audience.

 

Most teams distribute their questionnaires to a sample group of fifty or more people and collect them at the time of distribution; Wisdom Tooth did they when they attended a theatre production and handed out the survey, then collected them at intermission.  Teams that do not engage the target audiences in person often use Google Forms or Survey Monkey. Standard: 50 responses required.

 

STANDARD RESPONSE EXPECTATIONS: 50 Respondents, minimum.

The number of respondents depends on the size of the organization and/or the size of the survey population. Talk to me if you anticipate a problem with obtaining a sufficient number of completed questionnaires.

Sphere on Spiral Stairs
HELPFUL PACERS EXAMPLE

A team working with the Pacers wants to know about the fan base. 

The team decided on a questionaire to collect data. Then, they started drafting questions. The questions evolved dramatically between the first and second drafts--this is common for teams building questionaires.

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First Draft of Two Questions:

1) Are you a Pacers fan?   ___ Yes   ___ No

2) How would you describe your fandom? ___ Hard Core Fan ___ Casual Fan ___ Not a Fan

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Revised Question that combines these two data sets: (responses were collected at a Pacers game/ respondents could select more than one answer)

 

1) How would you describe your connection to the Pacers:

___ Hard Core Pacer Fan/ Season Ticket Holder

___ Every Game Pacer Fan/ I watch almost every game on TV or in person

___ Committed Pacer Fan/ I may not watch every game, but I love the Pacers, watch more than 5 games a season and have Pacer gear

___ NBA Fan/ I love pro basketball and enjoy watching the Pacers

___ Fan of the Fun/ I watch the Pacers sometimes and go to some games for the fun and excitement

___ Not a Fan/ attending the game on business or with friends

Pacers Example
NOTICE ^

The team can learn much more about the fans and commitment levels by developing the questions and responses more strategically.

 

In fact, adding descriptive moments beside "Hard Core Fan" and other options further clarifies what the team means by "Hard Core".

 

Also, in this case, there is no middle ground. Because there are six rather than seven responses, people are forced to see themselves as something other than "average" or in the middle. In some cases, this is exactly what you need to know.

 

In other cases, having an "average" can be helpful. The way you shape questions and responses, as well as the rationale behind the number of options you provide, are all important parts of designing survey questions.

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Designing a Questionnaire:

On occasion, your team needs information from a highly, select group. In these cases, you will follow the guidelines for using a questionnaire in W231, but the data pool expectation is reduced to 25 respondents.

ARE USING A SURVEY TOOL TO ANALYZE/ COLLECT DATA?

You do not have to develop an email or the fore matter in the same way. You should still have a clear title and provide an overview so that you client will know the context/purpose when you share the survey link and results in the Appendix of your Recommendation Report.

Observation
Observation
Observation

Why choose this tool?
If you want to observe behavior or activity as it occurs naturally (and without interference from yourselves as researchers), you should use the observation method. How do I use this tool? You need to decide what events or activities to observe, and what specific behaviors or actions to assess. You will prepare an observation form to record the data observed. The data gathered can then be quantified and analyzed statistically.
 

Standard: A minimum of four hours of observation.

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Observation
Interview - Focus Group
Interviews or Focus Groups

Why choose this tool?
Interviews allow you to gather in-depth information from key actors in a particular situation. This tool is usually not as representative as a survey, but it may be more detailed.
 

How do I use this tool?
Devise interview guides and conduct interviews with several people, asking them the same questions. Interviewees are typically members of the organization or workplace the project targets. While fewer interviews than questionnaires are required, this method is usually much more time-consuming than a survey.
 
You can interview people individually (which means you will conduct at least 6 interviews), or you can conduct an interview with a focus group.
 
If you decide to conduct an interview with a focus group, you will need to plan a meeting with a group of involved individuals, record the group’s session, and transcribe it to obtain factual information.
 
It can be difficult to obtain statistical data with this tool.
 

Standard: A minimum of ten interviews.

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IMPORTANT: Interviews or Focus Groups

All team members must be involved in the research process. You must receive permission from an appropriate authority within your target audience and your instructor before beginning primary research. Please consult me on a regular basis to keep me updated on this process.

Collecting Data + New Format
Collecting Data Into a
Single/User-Friendly Format
100 Artifacts

The nature of the project will influence your outcomes. As a rule of thumb, you’ll review/collect a minimum of 100 "artifacts" of data to share. This does not mean 100 different original sources. It does mean a thorough sampling of original sources, then analysis of what each provides or has to offer the client.

Why choose this tool?
This tool will help you consolidate material for your client. In some instances, the client needs data that exists online, but there is no centralized way to access and evaluate that data. In this case, the team can create a graph or chart that puts a world of data into an easily understood, highly informative format.
 

How do I use this tool?
You can use this tool to show your client options, resources, or data sets. Think of this as organizing a world of data for the client—it’s the data version of spring cleaning.
For example, a local sheriff department wanted to know what non-lethal devices they could use. Students contacted five vendors/producers of non-lethal devices, sorted these by weapon class, then created a chart that compared attributes and prices.
A team working with a local veterinarian compiled a chart of online pet pharmaceutical companies who work with veterinarians to provide online prescription sales. The chart included opportunities to personalize web sales, comments on price variances (wholesale versus retail percentages), and mail options.
 

Standard: This is a very unique research approach. It is labor intensive in a very different way than surveys and observations.

Top Survey Tools

There are amazing, simple to use survey building tools. Search the internet to learn more, or click on this hyperlink to great options for 2022

Student Research Ethics

You are responsible for all information collected as a result of your projects.

Creating Charts

Building a strong recommendation report includes creating visual appeal.

  • University requirements and restrictions govern the conduct of primary research at all academic levels because research involves ethical and legal responsibilities. The rights of respondents must be respected at all times when gathering information. Research among populations that represent special risks are not acceptable for W231.

  • This means you should not conduct primary research among minors, prisoners, patients, or other at-risk individuals.

  • You are responsible for all information collected as a result of your projects.

Suppot Tools

NUTS AND BOLTS:

BUILDING THE SURVEY

TITLE-INTRODUCTION-QUESTIONS 

It is important to have contextualizing information for people you want to complete the survey. This context usually occurs in a paragraph below a clear title that comments on PURPOSE + CALL TO ACTION.

Survey Title and Introduction:
Clarify the CONTEXT and PURPOSE


EVERY SURVEY needs a great title + a concise introductory paragraph.

SURVEYS TO A GENERAL POPULATION

Most team surveys target audiences through digital tools like Facebook or email platforms. In these cases, do not name the client/or organization

SURVEY FORMAT SUGGESTIONS:

  • Clear Title,

  • Who/Why,

  • Options to not take,

  • Time it will take

CLEAR TITLE

At the top of your survey, be sure you have a clear title that is specific to your team-- IUPUI students. You don't have to get more specific than that, but you can if you want to name the class: Professional Writing Skills or the nature of the project--partnership with a community client.

DO NOT NAME YOUR CLIENT -- only your team and/or IUPUI.

 

TELL THEM WHO/WHY

Let the audience know why they are being contacted. Use you attitude. Be concise.

We're contacting you because---why this person is your target audience--without using formal terms like target audience.

EXAMPLE: "We're contacting you because you are listed as a STEM major at IUPUI."

GIVE YOUR AUDIENCE AN OPT-OUT USING YOU ATTITUDE & AVOIDING NEGATIVE TERMS

Let the person know they can opt out of the survey: participation is optional.  No need to get too wordy here. This isn't part of a triangulated study. We're collecting data in a general way to inform team recommendations--this is dangling your toes in the world of research waters: the research you'll do in Junior and Senior level course should delve much, much deeper.

STATE HOW LONG THIS WILL TAKE

Only one minute? Let your target audience know how long it will take to complete the survey.

ASK NICELY AND PROVIDE CONTEXT

Let the targeted demographic know "why" they should use their time to complete the survey: [example]

Your feedback can help STEM employers hire qualified graduates. The survey takes less than two minutes.

Some folks will open the link on Instagram without much context. Still, it's better to provide a little commentary, much like you would if you circulated an email requesting data. Think you attitude. Don't emphasize how they're helping you or helping others; find a way to show how this could benefit them. One way takers can benefit is if they can see the results; your team can come up with a plan to reconnect/circulate the findings.

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IF YOUR COMMUNITY CLIENT IS CIRCULATING THE SURVEY FOR YOU

If the client is circulating the survey on your behalf, WRITE THE EMAIL [complete with a great subject line] for your client to send to their email list along with the hyperlink to the survey.

**In these cases, it is okay to mention IUPUI AND your organization because the community client is helping circulate the EMAIL and SURVEY LINK.

**The SURVEY should still follow the guidelines for a survey to the general population, which includes a clear introductory paragraph: context, who[you]/why, optional comment, time it'll take, gratitude, and possibility of seeing results [if this is an option].

The EMAIL should also have a GREAT SUBJECT LINE that say  only 45 second to finish the survey--or--one minute. If it takes two minutes, be honest and say that.

USE YOU you you: be very audience oriented with you attitude.

Thank them + tell them IF there's a way to see the findings. [i.e. if your team has opened a WIX and has a Local Study TAB, you can add that url at the bottom of the survey and say that they can see results there December 4.] Folks like the idea that they can see survey results, so this will be appealing ti them

BE SUCCINCT.

You want them to take the survey. If you take too much time commenting on the process, they'll skip it. Be specific. Be concise. Be direct. Be warm. Be done. It's okay if the email and paragraph-introduction to the survey repeat some of the same ideas.

Survey Title & Introducton

Appendix

See what and what not to include in you team's appendix.

Business People
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