The big idea: Find out what is already known before you ask anyone anything, then choose a focus where the need is proven and the gap is real.
In 60 seconds
- Find out what is already known before you interview anyone.
- Pick a focus area that is real, narrow, open and yours.
- Open every source yourself, and turn every gap in the literature into a question to ask.
Do this: build a literature matrix from 10 to 15 sources, write one focus statement and turn its gaps into interview questions.
How secondary research shapes your focus
Scope
Turn the broad challenge into a few focused questions about people’s needs and contexts.
Output: 3 to 5 research questions.
Search
Gather academic, industry, case study and community sources. Check every one.
Output: 10 to 15 verified sources.
Synthesize
Sort findings by theme. Note agreements, tensions and gaps.
Output: a literature matrix.
Decide
Pick the focus area where the need is real and the gap is worth filling.
Output: one focus statement and the questions primary research must answer.
Secondary research vs. primary research
Secondary: what others found
- Sources. Journal articles, industry and government reports, case studies, news, public data.
- Strength. Fast, broad, and it keeps you from reinventing what is known.
- Limit. It was collected for someone else’s question, in someone else’s setting.
Primary: what you find
- Sources. Your interviews, observations, surveys and prototype tests.
- Strength. Fits your exact people and setting. Reveals needs nobody wrote down.
- Limit. Slower, and a small sample. Secondary research tells you where to aim it.
Related literature: look beyond the obvious shelf
Your challenge sits inside several fields at once. Search each field that touches it, not just the one with the challenge’s name on it.
The direct field
Research on the exact setting. For a hospital discharge challenge: patient education and care transitions.
Search for: the setting plus the problem.
Your business disciplines
The same challenge seen from operations, HR, finance, supply chain or analytics. Discharge is also a process flow and a staffing problem.
Search for: the problem plus your majors.
Analogous settings
Places that solved a similar problem somewhere else. Airline check-in or restaurant handoffs can teach a hospital something.
Search for: “who else has this problem?”
The focus area test
A good focus area passes four checks. Real: sources and stakeholders show the need exists. Narrow: one group of people in one situation, small enough to study this semester. Open: the literature leaves a gap your research can fill. Yours: your team cares about it enough to keep going into senior year.
Too broad
“Improve healthcare in East Tennessee.” No one could research that in a semester, and every source is somewhat relevant.
Focused
“How family caregivers manage new medications in the first 48 hours after a parent leaves the hospital.” Clear people, situation and moment.
Using AI for secondary research, responsiblyThe five steps and the guardrails from your course framework
AI is a partner in curiosity, not a shortcut. Your course framework uses five steps:
- Scope the question. Ask AI to reframe the broad challenge into focused queries from several perspectives: academic, industry and community.
- Search and gather. Use AI to find academic literature, industry reports, case studies and open web sources. Seek voices beyond the dominant ones.
- Synthesize. Use AI to cluster and compare findings into themes, tensions and opportunities.
- Communicate. Turn findings into plain-language stories or visuals, keeping people at the center.
- Find the gaps. Ask what is contradictory, missing or unanswered. Those gaps become your interview and observation plan.
The guardrails: be transparent about when AI summaries were used, ask whose voices are amplified or missing, seek diverse perspectives, and keep human judgment in charge. AI tools can misrepresent findings or invent sources that do not exist. Open every source yourself before you cite it.
Judging a sourceFive quick questions before a source goes in your matrix
- Does it exist? You found and opened the original, not just an AI summary of it.
- Who wrote it and why? A peer-reviewed study, a trade group and a vendor white paper have different motives.
- How current is it? Check the date, especially for technology, prices and policies.
- What is the evidence? Data, interviews or opinion? How many people, and where?
- Whose voice is in it? And whose is missing?
Annotated bibliography vs. literature matrixOrganize by source, then by theme
An annotated bibliography is organized by source. Each entry has a full APA citation, a short summary in your own words (purpose, key findings, relevance), and a 2 to 3 sentence human-centered reflection: whose voices are represented or missing, how the source helps you empathize with stakeholders, and what design opportunities or tensions it raises.
A literature matrix is organized by theme. Sources go down the side, themes across the top. One glance shows which themes are well supported, which rest on a single source and which are empty. That is how you write a synthesis instead of a list.
Do both: annotate each source as you read it, then plot it in the matrix.
The three jobs of literature in your senior reportWhy this skill follows you to BUAD 497
Your senior HCD technical report uses the literature at three points:
- Inspiration: evidence of desirability (demand), plus user behaviors, pain points and trends.
- Ideation: gaps, opportunities and methods from other fields that fuel new ideas.
- Implementation: best practices and similar cases that support feasibility and impact.
The matrix you start now grows into all three. See the HCD Technical Report topic.
Try it: Literature Review Matrix
Tool · BUAD 317
Literature Review Matrix
Plot sources against your themes to see what is well supported and where your interviews should aim.
- 1Add themes
- 2Map sources
- 3Share
Where your interviews should aim
All checks
Put it to work: evidence for your interviews and your Capstone Presentation
Your literature work does two jobs in BUAD 317. Early on, its gaps aim your interview questions and your 10+ interviews. At the end, it is the “relevant and credible evidence” your Capstone Presentation is graded on, along with your plan to find more.
Build it in six steps
Scope the challenge
Rewrite your team’s broad challenge as 3 to 5 focused questions about people’s needs, from more than one angle: academic, industry and community.
Your deliverable: a short list of research questions at the top of your team doc.
Search, then check every source
Gather 10 to 15 sources across types. Use AI to find and summarize if you like, then open each original and confirm it exists and says what the summary says.
Your deliverable: annotated entries: APA citation, a summary in your own words, and a 2 to 3 sentence human-centered reflection.
Plot the matrix
List 3 to 6 themes. Mark which sources speak to which theme, and read the pattern: strong, thin and empty.
Your deliverable: a literature matrix like the one in the lab above.
Choose the focus area
Pick the spot where the need is well documented and the gap is real. Run the focus area test: real, narrow, open, yours.
Your deliverable: one focus statement naming who, in what situation, at what moment.
Turn gaps into questions
Each empty or thin theme becomes something to ask or observe. This is where secondary research hands off to primary research.
Your deliverable: gap-based questions that feed your interview questions in Deliverable #2 and your target list for Deliverable #3.
Show the evidence
In your final presentation, show what the literature says about the need, then what you still need to learn and how you will find it.
Your deliverable: the Research and Evidence part of Deliverable #9, your Capstone Presentation: credible sources plus a plan for gathering more.
Example: one annotated entryA made-up entry for a city permit office challenge
This entry is invented to show the format. It is not a real source.
Citation: Author, A., and Author, B. (Year). Title of the article. Journal Name, volume(issue), pages.
Summary: The authors compare cities that moved permit applications online. Processing times dropped, but first-time applicants still called the office often, mostly to ask which documents applied to them.
Human-centered reflection: The voices here are city staff and experienced contractors. First-time small business owners are missing, and they are our focus. The source suggests the real pain may be knowing what applies, not filling out the form, so we will ask owners to walk us through their first application.
Do this, not thatHabits that make a review useful
Do this
- Search the fields of every major on your team, plus one analogous setting.
- Open every source yourself before you cite it.
- Write summaries in your own words, then add your reflection.
- Organize your synthesis by theme, not by source.
- Treat a gap as a research question, not a failure.
Not that
- Pasting an AI literature summary as your review.
- Citing a source you only saw in a chatbot answer.
- Ten industry blogs and no research, or ten studies and no real voices.
- A focus area so broad that every source fits it.
- Picking the focus first, then hunting only for sources that agree.
Before you submitCheck your sources and your focus
- [ ] We have 10 to 15 sources, and we opened every one.
- [ ] Our sources include academic research and at least one community voice.
- [ ] Every entry has an APA citation, our own summary and a human-centered reflection.
- [ ] We said where AI helped and checked what it gave us.
- [ ] Our matrix shows which themes are strong, thin and empty.
- [ ] Our focus statement names who, in what situation, at what moment.
- [ ] Every gap is turned into a question we will ask or something we will observe.
Go deeper
Back to all BUAD 317 topics · Next: Choosing Data Collection Methods
In-class team activity · 25 min
Gap Hunters
By the end: A starter literature matrix for your team's challenge, checked by another team, plus one analogous search lead and a focus statement you can defend. Your instructor will give you the password in class.
Part of the Smith GLS human-centered leadership sequence: IB 407, BUAD 317 and BUAD 497, toward the Human Centered Consulting Certificate.
Frequently asked questions
What is the difference between primary and secondary research?
Secondary research is what others found: journal articles, industry and government reports, case studies, news and public data. It is fast and broad, but it was collected for someone else's question. Primary research is what you find through your own interviews, observations, surveys and prototype tests. It fits your exact people and setting but is slower and uses a small sample.
How do you choose a focus area for a research project?
A good focus area passes four checks: real, narrow, open and yours. Sources and stakeholders show the need exists, it covers one group in one situation, the literature leaves a gap your research can fill, and your team cares enough to keep going. "Improve healthcare in East Tennessee" is too broad. A specific caregiver moment is focused.
What is the difference between an annotated bibliography and a literature matrix?
An annotated bibliography is organized by source, and a literature matrix is organized by theme. Each bibliography entry has an APA citation, a summary in your own words and a short human-centered reflection. A matrix lists sources down the side and themes across the top, so you can see which themes are well supported, thin or empty. Do both.
How can students use AI for a literature review responsibly?
Use AI as a partner in curiosity, not a shortcut. The course framework has five steps: scope the question, search and gather, synthesize, communicate and find the gaps. Be transparent about AI summaries and keep human judgment in charge. AI tools can misrepresent findings or invent sources, so open every source yourself before you cite it.
How many sources should a BUAD 317 literature review include?
Teams gather 10 to 15 verified sources across types, including academic research and at least one community voice. Each source is opened and checked, then plotted in a literature matrix with 3 to 6 themes. The gaps aim your interview questions in Deliverable #2, and the evidence supports your Capstone Presentation in Deliverable #9.