What is AP Research and How is it Different from AP Seminar?
AP Research is a College Board course within the Capstone program. Unlike AP Seminar (where students use existing evidence to build arguments, being "downstream" from evidence), AP Research is about creating new evidence and data, moving "upstream." Students explore the academic conversation to find where they can add new understanding, rather than just using it for support.
Two Core Goals of an AP Research Paper
- Develop a reproducible method for gathering new evidence
- Discover and support a new understanding (not just regurgitate existing research)
This is "Big R" research: it innovates rather than imitates, pushing boundaries of knowledge.
The AP Research Paper Structure
The paper is 4,000–5,000 words on a student-chosen topic, followed by a 15–20 minute presentation.
Introduction & Literature Review (3 jobs)
- Convince readers the research matters (relevance, implications)
- Situate the research within the academic conversation (explain 3–4 key studies)
- Justify the research question as addressing a specific gap in the literature
Strategy: Have students draft the "gap" paragraph first, so they see how the literature review sets it up, following a guide on how to write a clear and effective research paper introduction.
Example: A student interested in skateboarding and weed use might introduce skate culture history, then recreational marijuana history, then cite three academic studies. The gap? No one has studied this in New York City specifically.
Method Section
The key to making the paper a "Big R" research paper. It must be reproducible.
Four essential parts:
- Participants: Who/what is involved? How selected? Background?
- Materials: Tools used (e.g., Google Forms, interview guides)
- Design: Rationale for the chosen approach, considering comprehensive guide to psychological research methods and ethics
- Procedure: Step-by-step implementation schedule
Criteria for Success:
- Method can actually answer the research question
- Results are unbiased (no cherry-picking data)
- Clear enough for replication
Common Methods: Survey, interview, content analysis, correlational analysis, quasi-experimental, observational. Encourage students to choose methods that match their data needs.
Results Section
- Presents data/findings using figures, tables, statistics
- Does NOT interpret or explain the data
- Focuses on objective outcomes: "What does my data say?"
Visualization: Use charts/tables to display trends. Qualitative data (e.g., open-ended responses) can explain quantitative trends.
Discussion Section
Answers five essential questions:
- What is the answer to my research question?
- What data led me to this answer?
- How does this answer fit within the academic conversation?
- How does it fill the identified gap?
- What are the limitations?
Conclusion Section
Focuses on future work with four questions:
- What impact would this research have on the wider world?
- What impact within the field?
- What are possible next steps?
- How can future researchers address limitations?
No new data or arguments, just synthesis and forward-looking reflection. For more context on structuring similar academic work, refer to this comprehensive AP Biology study plan and review guide for exam success.
The Presentation (15–20 minutes)
- 10+ slides covering: context, research question, literature review, gap, method, results, discussion, limitations, future research
- Think "TED talk", distilled, visually appealing, bullet points
- Assessed on both content (heavier weight) and delivery (vocal performance)
Key Vocabulary
- Academic conversation: Dialogue among scholars in universities, think tanks, etc.
- Academic literature: Published journal articles and texts
- Gap: A missing piece in the academic literature that the student will fill
Top Recommendation for New Teachers
Read example papers. Understand what earned 4s/5s vs. 3s/2s/1s to see what makes an effective paper. This is the best way to prepare, complemented by a step-by-step guide on how to write a research paper introduction.
Final Checklist for Success
- [ ] Paper includes reproducible method + new understanding
- [ ] Research question aligns with chosen method
- [ ] Literature review identifies clear gap
- [ ] Results present data without interpretation
- [ ] Discussion answers research question & addresses limitations
- [ ] Conclusion looks forward to future work
- [ ] Presentation is engaging, well-structured, and professionally delivered
All right, let's talk about AP research. Now, this is a College Board course that's part of the capstone. Uh, often
students may take AP research after AP Seminar, but it's also a course um that is quite a bit different from AP Seminar
in some key ways. So today's video is going to be all about what is AP research about? How do you approach
introducing this to students? Uh and then really understanding how to run a successful AP research course. So let's
go ahead and get started. Let's first start with how AP research is different from AP Seminar.
Now in AP Seminar, I like to explain to students that we are sort of downstream from evidence. We are using evidence to
build effective arguments, right? All of the papers are pretty much argument papers. We're using evidence from media
sources, academic articles, etc. to build these effective arguments. So, we're really downstream from the
creation of evidence. So, I like to explain that AP research is different. AP research, we are upstream to explore
methods of creating evidence, right? We are creating data. we are gathering new understandings and so in this way we've
been downstream so far in most students e uh academic career and now we're headed upstream to the creation of
evidence and data. So, one key thing that is different in AP research is that we're
going to be exploring the academic conversation that previously students would have relied on for evidence. But
now we're exploring that conversation not to find evidence as much as to find okay where can we add a new
understanding to the academic literature and that existing conversation. So this simple uh chart here you can see you
know upstream AP research downstream AP seminar. It's also useful to note that this is what students tend to go towards
as they head to undergrad and then obviously postgrad. Uh we continually move upstream as we move through sort of
the academic pathways. All right. So at its core, the goals of AP research and what makes an AP research paper a
research paper is that it accomplishes really two things. Number one, it develops a method of gathering new
evidence in a reproducible way. Ideally, at the end of this course, their paper should be reproducible enough that
someone can read their method, read their paper and then reenact this research or change variables, but uh be
able to reproduce. The other thing is that it discovers and supports a new
understanding. So, these papers should be new. Now, one way that they can be new is by changing sort of the
participants if they're dealing with a survey or changing the content if they're doing content analysis. But what
we don't want to see from our students in their papers is them regurgitating research that already exists because
then we're not fulfilling the two goals of AP research, which is reproducible method and secondly supporting and
discovering a new understanding. All of this can really be explained as big R research. Uh students may think of
research as you know scrolling the web, reading Jtore articles, but research in AP research I like to refer
to as big R research. It is the research that is about the discovery and development of knowledge, skills, and
techniques that are new to the field. This kind of research is really designed to push the boundaries of what's been
known or done before. and it innovates rather than imitates. The goal here is to progress culture, provide new
insights, uh and then to open up new opportunities. Like I mentioned earlier, this big R research uh is also what
students experience as they go through our university education system. Right? In undergrad, we start with little R
research using other people's evidence and data to support ideas. and then by you know masters and doctoral programs
we increasingly are just engaged in big R research. So this is one key difference in the research paper versus
the sort of papers that students probably have been writing up until this point in their academic
career. I always check this with the students when they have a paper I do a big R check. Does the research provide
new understanding? And then does it have a reproducible method? If it has these two things, it can look so many
different ways, but it's probably a research paper. All right. Now, what does the paper itself entail? The
research paper, it's four to 5,000 words, topic of the students choice, and then when that paper is done, they
present in what is usually a 15 to 20 minute presentation of the research and findings, usually mirroring the same
structure as the paper. Now, some students, they get really excited when they find out they're just
focusing on one paper all year long. Other students, they might get excited about that topic and then
halfway through the year, h they're so tired of it. So, it's super important that you as the AP research teacher
really make sure they pick something that can actually be explored in a year and more importantly, they're going to
be able to hold interest throughout the year. It's also a really great chance for them to really hone in on what they
might be interested in in a way that other courses don't really allow for uh and even for them to feel like wow I'm
starting to contribute to this academic conversation that I may become a part of when I go to undergrad or uh further
education. So here are some key differences between the actual performance task between the actual
paper. In the blue column you can see what's indicative of a AP seminar paper and
then in the green column the AP research paper. Now a research paper like many of us may have un uh experienced in
undergrad it usually starts with an introduction and a literature review. So these are multiple paragraphs that
really introduce the audience to the topic but also establish and explore the academic conversation. very much
different than the AP seminar introduction, which just kind of gives context, maybe sets up the argument. And
then there's two entirely new sections that they're not going to really be used to doing for AP research. The first of
it is the method section. The method section is where they really make sure that it's reproducible, right? They go
into detail of how they approached gathering their data and how someone might also be able to reproduce this.
And then of course once they have done that the next section would be the results section. And here students may
even represent results with charts and graphs or tables. And this is really where they get to show forth their data
and sets up for the rest of the paper. Now this the rest of the paper is discussion analysis and conclusion. Now
the discussion they should have some experience discussing data and evidence from you know even AP seminar but in
this case they're discussing their own evidence uh and sort of evaluating what are the significance of these results
what are maybe some of the limitations of the data they collected or their method and then the conclusion like AP
seminar it often looks forward in AP research they are reflecting on uh sort of their process and maybe even making
recommendations for future future work to further the academic conversation that they just engaged in. Uh and then
of course you need a bibliography but for the research paper this is going to be considerably
longer. All right so those are the key differences between AP seminar and AP research and how to sort of roll that
out to the students. I would say the key thing for you if you're teaching this course for the first time is read read
example papers. There's really no better way to understand this course than to understand the performance task that
you're going to be asking students to develop all year long. I remember my first year uh I should have read more
because there was moments as I went through the process that I really started to understand the performance
task and then I was having students adjust. So please go have the students read it. You should read it. Really
familiarize yourself with what the paper is supposed to look like. All right. So, let's define some
key vocabulary as we get into talking about unit one. Unit one is all about establishing
the academic conversation. It's getting the students into picking a topic and then beginning to explore this academic
conversation. So, I often start with some vocab so that we have some shared language as we approach this. The
academic conversation is really what is happening between scholars. Now scholars are different
from journalists, right? It's different from the sort of sources we see on social media. This is really like what
is happening between people in university settings or in some cases NOS or think tanks. Uh and so this is sort
of a conversation that exists around a certain topic or lens. Now, academic literature is the
published academic journal articles and academic texts. This is where academic conversation takes place. And it's
interesting to sort of let students know that like this is a job. This is what their professors will be doing. Most of
their professors probably will be publishing or have published. Uh and so it's a it's sort of a window into the
future. So, academic conversation, academic literature, really important for them to understand and be able to
differentiate between that and other kinds of texts. Now, what they're looking for in unit one is the gap. The
gap is really just that it's a gap in the academic literature. They need to find that and
fill it. So they may pick a topic and they maybe have an idea for a paper and then if it already exists then they need
to find okay I'm in the right academic conversation but what's an actual gap in the understanding that I can contribute
to. Uh and so having them pick a gap is essential and it also takes place in the first part of their
paper. Now how would you use all of these terms in a sentence? Well, you might say something like this. Scholars
ensure that their research will arrive at a new understanding by becoming familiar with the academic conversation
that is published in the academic literature in order to determine where a gap exists in our current understanding
of a given topic. Voila. All right. So, how do they identify a gap? Well, you really are
starting with the existing knowledge. they have to spend some time reading and understanding what has been said about
this topic and then we are ending up with a deeper knowledge right new conclusions understandings that's that
one of the goals of big R research so in the middle in order to close the gap students employ a method students should
be reaching a new conclusion in maybe a study or an experiment students can apply an
existing theory or experiment to a new context text. Students may even perform a metaanalysis of existing studies. So,
they look at it and sort of offer something new in terms of understanding the academic conversation. This one's a
little complex. I usually only encourage my real highf flyers for that. Number four, students might create, adapt, or
even translate works of art. specifically if you have a student who's really interested in maybe a BFA or
exploring more more of an art path. Um there's definitely some great examples of that working for AP research. And
then lastly, students may apply an action to a new context. Um these are five ways in which they might close the
gap. So maybe it would be helpful for us to kind of talk about what that might look like. So there's this great example
which uh actually I have an example to this in the curriculum that I sell. I I use this example with my students and
all these slides that you can see you can see there as well. But there's this article called virtual ideas and in this
article a researcher essentially sees whether students who are playing a video game where they can design their
character. um sort of are influenced by body image and whether that impacts how they play. It's interesting. Students
often recognize the game. Uh and so this is one I like to use. But in this research, there's basically an existing
conversation that it's entering, which is that popular media has been cited as having negative influence on body image
and self-esteem by perpetuating unrealistic ideals. Typically though this media has been TV, movies,
magazines and so what virtual ideas is doing is they are really asking okay how does playing video games that emphasize
an unrealistic male body image impact the player's uh body image. So here they're putting it in a different
context, right? They're looking at video games and throughout this article they end up closing the gap by taking one of
these five ways um in this case a new experiment. They have students sit down and play this game and then they have
their a measurement with sort of a post survey uh of sort of their some of these key body image
indicators. That's not super important. What is important here is to see how this process works. Students first
understand an existing conversation. They put forth a research question that has already identified a gap and then
they close that gap in their methodology by approaching it in any of these five ways. There you go. The deeper knowledge
that's achieved is the author actually finds that there was a significant decrease in the body esteem survey after
playing like really muscular body ideals in video games. fascinating,
interesting, similar to the existing knowledge but different in its context.
Okay. So once they've picked a gap, now they can start to think about how their paper should go and what the flow of
that will look like. What we're talking about right here is really they're still figuring out their literature review,
right? The questions they're asking themselves at the beginning of their paper is how does my research fit into
the context of the academic conversation and then what is the gap? So they will first explain the academic conversation
in a literature review and then they'll end with a gap. This sets them up to do the next thing. Now the next thing they
have to do is not actually write the method section as much as usually they have to design a research instrument
that'll be effective in gathering data. Then in the method section they will explain how that instrument is designed,
how they're going to gather data, their process, as well as defend the choices they make for their
method. Then's the fun part, the data collection. This is often my favorite part of the course. Students are
analyzing content. They're doing experiments. They're sending out surveys throughout the school or online and
they're really excited to see data start to come in. The result section then takes that data and asks what does it
say? Now, it is not saying what are the conclusions of it. The result section is literally just here's my
findings. No analysis. The next section is where the student starts to give their voice. Now, it's
not opinion, right? They're just analyzing data, but this is where you start to see some of their writing
skills come out, maybe some of their ideologies. This is an interesting section because they sort of explain the
significance, implications, and limitations of their data and conclusions. Lastly, they really in
their conclusion just offer future direction. They do some summarizing and they might even relate it back to their
literature review between their discussion section and their conclusion section. Then I usually have them
prepare the presentation while they do revisions and after presenting we focus on just revisions so we have a final
draft to submit to College Board. That's the paper. We started by really looking at the setup to it which
is identifying the gap. And in order to do so, they have to dive into the academic
literature. All right. So, what about the introduction? The introduction I'm going
to use to talk about, yes, the opening paragraph, but also the uh uh the literature review. So, here are the
three jobs of the introduction. Number one, students should convince the reader that their research project matters.
It's relevant. It has implications. it exists out here in a larger context. Then they're going to situate their
research within the academic conversation. And then lastly, in their introduction/literature review, they're
going to justify that their research question actually addresses the gap that they've already talked about in the
sense in their academic literature which existed in their lit review. These are the three jobs of the introduction and
literature review. Now, here's how I usually have the students approach outlining this. I
think they usually can give enough context to introduce their reader within like two to four paragraphs. Usually two
I think is enough. Then they go into their literature review. I always tell them pick three at least studies. Four
would be great. And these are academic sources that they really explain and connect to one another so that we have a
understanding of what is happening in the academic conversation. The last part is to draft the gap. And I actually
often have them draft the gap before their literature review so that they can really see how the literature review is
supposed to set them up for the gap. All right. So here's an example. Let's say you have a student who's a
skater and they really want to explore how skateboarding culture and weed use interact. So you might ask, what sort of
context does your reader need to know? Well, in the first paragraph, I might have to talk about skateboarding
culture. What is the history of skateboarding? How did this exist as the suburbs grew? As sort of counterculture
and teen culture grew. And then maybe I also want to do uh the second paragraph on sort of recreational weed and
marijuana and how that grew out of sort of 60s counterculture and 70s counterculture but then sort of bled
into this MTV 1990s skateboarding youth culture more generally. Uh and then I might even explore in the third how that
works. All of that is just context. Notice I'm not diving into the academic literature as much as I'm just making
sure my reader understands enough to get the academic literature and then of course get the rest of the paper. Then I
dive into my academic literature. So let's say I found three really good sources. One on the subculture of
skating, one is a study of male skaters and drug use. And then the last one is maybe an analysis of how marijuana
exists in popular skate culture. Now, the gap that the student may find is, "Hey, these studies talk about
skaters, but they don't focus on New York City in particular." Or maybe the study is on male skaters in California,
and they're like, "Yo, we really want to do something on the East Coast." And so, the population is the gap. They've
found, hey, there no one is focusing on New York City, so I want to focus on New York City. And that would be a
successful way that a student might approach their introduction, literature review, literature review, and
gap. All right, there we go. There you can see it all. There's even these are real articles that I found to sort of
demonstrate to students that how this is how I might approach doing this first part of the paper. You can see there the
first one there's an actual uh sort of skate subculture academic research. Another one here, this is a study was
done with survey method that g sort of took at how the relationship between unstructured leisure time and substance
abuse co correlate with male skateboarders. And then what I would have them do before they start d like
writing the actual paper is to start to organize their sources in regards to where they belong thematically in their
paper. There's another example. All of these examples, all of these slides, you can find in my materials linked in the
bio. Okay, so that is how I would have them approach it. And that's the introduction/literature review. It finds
a gap in the knowledge base. It introduces their own question and then how they're going to fill that gap. All
right, so let's move on to the second part of the paper, the method section. The method section is the part that
really often guarantees that their paper is a big R research paper. It should be reproducible and this is something new
for them. They have not done method sections before most likely. And according to the rubric, the method
section logically defends the alignment of a detailed and replicable research method to the purpose of the inquiry.
All right. So there we are again. We've already talked about the literature review. They should have built their
research instrument and this is their method. So I'm going to talk about these two items
here. All right. So what is the job of the method section? Well, number one, it gives a clear and precise description of
how the method is carried out. Number two, it offers and defends a rationale for why specific experimental procedures
are chosen. And then lastly, it provides information by which the study's validity can be judged. So
description defends rationale and then of course provides enough information that it can be analyzed and its validity
judged. Okay, here's sort of the CFS, which at my school we refer to as criteria for
success, is that the method section sets up a study that can actually answer the research question. Do not stop go or
pass go. This is something you have to check with the with your students. Like they might have a great research
question and then they have a method that doesn't actually gather the data to answer it. So make sure once you've seen
their research question and once they have an idea of their method that the two can actually work together. Also the
method section should generate unbiased results. If they already know that the content they want to analyze produces
the results that they think they're going to get, then of course it's going to work like that. The method section
has to be unbiased. So, if they're selecting content or they're selecting participants for a study, you want a
method section that sort of removes the ability for them to self- select or be sort of selective of their data in a way
that's just going to confirm their hypothesis. And then importantly, the method section should be so clear that
the reader can replicate the experiment in the same or a similar context. Now, College Board doesn't go into a lot
of detail on how to write this section, but I usually like to have the students write their method section in four parts
and which are usually four paragraphs or uh sometimes more. Usually the method section ends up being like two to four
pages. Sometimes you also may want them to include their materials if they're doing like interview or survey questions
in an appendix. But here's the four parts that I think should be in a method section.
participants. So, who is involved in your research or what is in the case of content analysis? Number two, materials.
What is what do you use? What is your tools for gathering the data? Three, design. How how does it work? How do you
implement it? And then four is like procedure. This often has like first I did this, then I did that. This these
four things really help make sure that it's reputable. All right. So there we go.
Participants. You might include the number. How did you select them? Was it random? Was it intentional? What is the
background on your participants or your content? Number two, are you using physical materials? Are you using Google
Google forms? This really explains what you're using. And then design. Is it an experimental design? Is it not? And this
is often where the rationale comes in. Why did you design it the way you did? And then lastly, I kind of already
talked about this. The procedure is like the schedule. How did you implement this? Okay, so let's practice this. You
start obviously with a question and you think about the data. If the question is, how old are you? You want to find
the age. So then you ask yourself and the students should ask themselves what method is best. Well, if I want to know
someone's age, I could use a survey. Yep. I could also use an interview. Now, I wouldn't want to use a
content analysis, right? And so, this is where you want to make sure their method is not mismatched with their question
and their data. The instrument is the thing, the tool that helps the researcher execute their method and
gather gather the data they seek. The instrument and the method are different, but the two must exist together. All
right? So, if I wanted though to ask, how do you feel about being 17? An interview is probably better than a
survey. Yes, both could give me some feelings about ages based on how I designed my survey. But here's where
it's important for students to note that there are some methods better for their questions than others. And that's
something you should really tease out as you go through the method unit. All right, so let's try a more
complex question. Maybe a student has a question that's like, "How do Disney TV shows portray the late teen years?" Now,
you're not probably going to be able to interview a Disney star. You're probably not going to be able to survey a bunch
of people. Uh that really will tell you sort of how others feel about Disney's portrayals. In this case, you would want
the students to pick a content analysis. And the content that they would be analyzing is sort of plot, dialogue,
filming choices. And the instrument would help them method methodologize convert sort of that into
quantitative or qualitative data, which can be a difficult process for them, but it's way more difficult if they pick the
wrong method. So here's another example of how important it is. Once they have a method selected, then they design their
instrument. All right, key point. I've already mentioned it. I'm just driving it home
as we wrap up here with the method section. The research instrument is the tool you develop to ensure your data
aligns with your research question. Here you can see these are the most common methods. The student of
course starts with their research question and then these blue methods are the most common. You've got content
analysis, quasi experimental, survey, interview, correlational analysis, metaanalysis, observational, and then of
course an actor performance. By and large, I encourage most students to pick survey, interview,
content analysis, or correlational analysis, sometimes observational, but these are certainly the easiest to do
and to make sure it's reproducible. So, for example, if the research question is, you know, what is the
likelihood of the NYPD giving parking tickets on a weekend? You're going to want to do correlational analysis where
you look at a data set of parking tickets on any given date and then you compare that to parking tickets on the
weekend and you make an analysis. Simple example. If I want to understand the complexity of how it is to be in high
school and be a migrant, that's probably an interview. If I want to understand the whole school's opinion on what's
their favorite food, that's like a survey. And so, in that sense, the research instrument uh is really better
equipped for certain ones. But students should know their choices. They probably don't know what these
mean. So that you need to explain their menu to them before they pick one so that they pick the right one for their
data. All right, that's the method section. We're going to wrap up and look ahead at what comes next. Once they have
their instrument, they should collect their data and then they will be ready for their results section.
Now, using the data to answer the question, you need to understand the variables of the research question as
well. So, I'm going to show you what I usually roll out with students. Again, if you want to see these materials,
they're linked in the bio, but I had a student who asked this question. They asked, "How does being surrounded by
other children of immigrants impact children of immigrants cultural identity and feelings about their culture?"
What are the variables of her research question? Variables, things that you are measuring,
right? You can see them cultural identity and feelings about their culture. Those are the variables. This
question will only gather data about their cultural identity and their feelings about their culture. in red
underlined. This is really the part of the research question where you're explaining the context or situation
being studied surrounded by other children of immigrants. How does that impact our
participants, the children of immigrants, cultural identity and feelings about their culture? All right,
so that's step one. Once you have your variables, then you can move on to the next
step. Step two, let's say you have the the data here. You can see the data is already gathered and here is like what
literally this student's work looked like in results in regards to their results section. So here in the results
section you'll see the first thing that they do is talk about the data. So in this case, the student did a research
survey and they're explaining how many of the participants they got 36 students to take their survey, how many were
ninth graders, 10th graders, 12th graders, etc. And then they also explain from their respondents how many of them
are immigrants and from what different cultural backgrounds do they represent. And then you'll notice that they're
talking about tables. So in their result section, they're also going to have tables. And this is basically just where
they explain the data. They're not doing analysis. They're just explaining. So for example, here you can see the data
from the first statement table one shows that 91 91.6% of respondents have met other students who share the same
culture as them. Okay, just talking about trends. All right, so this is some of the ways that they might end up
representing. And if they're using Google forms, often these charts are already made for them automatically in
the Google form. So here was one of the survey questions. It was agree or disagree and it was I feel comfortable
talking about my culture with others in school. There you can see the majority agreed or strongly
agreed. There's another example. Another example. This is our data and it's starting to answer our
research question. So you may ask what part of the research question is this portion of text connected to? This is
something I have the students practice. Uh and you can sort of say okay this one has to do with our variable of cultural
identity. This one has to do with our variable of feelings about their culture. And in this sense we know how
to discuss and present our sort of data. we can match the trends with the variables of the RQ. That's step two.
Step three would be to visualize this. As I've shown, visualization is extremely helpful kind of regardless of
the method. And then lastly, students should use qualitative data to explain quantitative trends.
Here, here's what I mean by this. if they have sort of a interesting piece of percentage or number data and they also
have an open-ended question that helps students expound on that. They can often use that qualitative data to explain the
quantitative trend. All right, so that is the results section. It's what does my data say?
What is my findings? As simple as that. The next section is the discussion section. Now, there are five essential
questions that students should answer for this section. And I think that if students answer these five questions,
they're probably going to have a strong discussion section. So, number one, what is the answer to my research question?
Notice they have not answered their research question yet in the paper. They have talked about data and trends, but
here here is where they're answering the question. Of course, in this discussion, they are talking about what data led
them to this answer. And then here's where they loop it back to where it began. The third essential question is
how does this answer fit within the academic conversation? And then fourth, how does
it fill a gap in the academic conversation? Lastly, the discussion and analysis is often where they should talk
about the limitations. All the students will have a limitation. Does not mean the paper is weak. There are
limitations all over the place. If it's content, I wish I could have seen more content. If it's survey, I wish I would
have had more people or even errors that they made. I noticed I left out a question that I should have had. I
wasn't able to do this, etc. Nothing wrong with limitations, but if they don't acknowledge the limitations,
they're not going to get full points on the rubric. Now, what is the difference
between the results and the discussion section? Let's be super clear. The results section presents the data and
the findings of the study. It uses figures, tables, and statistics to show what was discovered. It does not
interpret or explain the data. It focuses on objective outcomes. All right. So, here's the
discussion qu section. It interprets and explains the meaning of the results. It discusses how the findings
relate to the existing literature. and it highlights the significance, potential impacts while also addressing
limitations and maybe even starting to suggest directions for future research. Notice nowhere in here are
students making a should argument. They're simply now providing their analysis based on the
data. And that sets them up for the last bit of the paper. The last part is the conclusion. The main goal here is
reflecting on future work. There are four essential questions. What impact would this
research have on the wider world? What impact would this research have within my field of study? What are possible
next steps? And then also how can future researchers address the limitations of the stud study? All of it is sort of
looking out at a bigger world or out towards the future. That's the conclusion and that's really what uh a
strong academic paper should end on. Okay. Discussion versus conclusion. We've already talked about this uh but
in the conclusion you should not be introducing any new data or argument. The conclusion is usually the shortest
and the most general. uh it talks about sort of what is the big important insights of
the research versus the data in general. This is the wrapup of your research and gives the reader a final
impression. Make sure that the research question is answered between the discussion and the conclusion. Uh and
then lastly, I often tell students if you've already presented the results, you don't have to repeat them there. But
if you're synthesizing them into a final takeaway, that's effective. All right. So that brings us
to the very last portion of the course and that is the presentation. I usually tell the
students that you know the presentation it's 15 to 20 minutes but you can really do it in 10 slides
especially if you can expound on it. Now most students do more than 10 slides but at its core the presentation has these
parts context overview of research question the literature review the gap the method
the results the discussion the limitations future research this is the paper in presentation
format no need to post uh you know paragraphs on here We're distilling it. We're putting it in bullet point form.
We're making it visually appealing. This is your TED talk. This is where you really get to show your research in a
presentation in a digestible format. And this is really a really great moment in the course because I love getting to see
what they've worked on all year live. Uh, and the panel often just like really appreciates the students who go above
and beyond on their presentation. probably more than 10 slides, but I show this to students to say you probably
could do it in 10 slides. All right, there's the rubric. They mostly get assessed on the content
of the presentation. There is some assessment in regards to their performance. So, their vocal delivery,
you know, how effective they are as a performer. So, it's not just what they present, but it's how they present. But
of course, what they present is worth more. Okay, there's a checklist for the presentation topic, argument, tone feels
appropriate. At least three researchers identified by full name, right? like the literature review like tell us where in
the world your research fits in the research is intentional. There's a gap. How the question was investigated
and then of course going into some of the details like they do in the method section. Why they chose the method
section, some limitations, and then of course how it contributes, how it impacts the broader world. That's a
effective presentation. That was a long video, but hopefully that was enough to get you starting to
think about how you want to approach this course. Again, my number one recommendation is read example papers.
Read examples of what got fours and fives and what got threes, twos, and ones so you can understand what makes an
effective paper and how you can better support your students in being effective. Now, if you want a year-long
curriculum, I have worked on this course for many years, and I have put that all together in a nice package that has
hundreds of slides, all the handouts, everything you've seen today, and so so so much more that's separated by method
uh by units. So, please do check that out. Uh and don't forget to like and subscribe.
AP Seminar focuses on using existing evidence to build arguments, positioning students “downstream” from evidence. In contrast, AP Research requires students to create new evidence and data, moving “upstream” by identifying gaps in the academic conversation and developing a reproducible method to fill them. This makes AP Research a “Big R” research project that innovates rather than imitates.
The Introduction and Literature Review must accomplish three key tasks: convince readers the research matters, situate the study within the academic conversation (citing 3–4 key studies), and justify the research question by identifying a specific gap in the literature. A practical strategy is to have students draft the “gap” paragraph first, so they understand how the literature review builds toward that missing piece, ensuring coherence.
The Method section is the heart of a “Big R” research paper because it must be reproducible. It should include four essential parts: participants (who and how selected), materials (tools used), design (rationale for the chosen approach), and procedure (step-by-step implementation). The method must be able to answer the research question, avoid bias, and be clear enough for another researcher to replicate exactly.
In the Results section, students present data objectively using figures, tables, and statistics without interpreting or explaining what the data means. The Discussion section then answers five essential questions: the answer to the research question, the data supporting that answer, how it fits in the academic conversation, how it fills the identified gap, and the study’s limitations. This separation ensures clarity and academic rigor.
The Conclusion should focus on future work by addressing four questions: the potential impact of the research on the wider world and within the field, possible next steps for investigation, and how future researchers can address the study’s limitations. No new data or arguments should be introduced—only synthesis and forward-looking reflection to demonstrate the broader significance of the research.
The presentation must be 15–20 minutes and include 10+ slides covering context, research question, literature review, gap, method, results, discussion, limitations, and future research. It should be like a TED talk: distilled, visually appealing, and using bullet points. Assessment is heavier on content than delivery, but both vocal performance and slide design contribute to a professional and engaging presentation.
The best way to prepare is to read example papers from past AP Research exams, focusing on what earned scores of 4 or 5 versus 2 or 1. This helps teachers understand the criteria for an effective paper, including a reproducible method and a new understanding. Complementing this with guides on writing research paper introductions and structuring presentations can further strengthen course delivery.
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