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Structuring a paper

The four-part shape behind most empirical papers

Introduction, Methods, Results, Discussion — what each part owns, and when the format stops helping.

IMRaD stands for Introduction, Methods, Results, and Discussion — the standard structure of empirical research papers. The introduction poses the question, the methods explain how it was addressed, the results report what was found, and the discussion says what it means. The overall shape is an hourglass: broad, narrow, then broad again.

THE PROCESS

Step by step

Check that IMRaD suits your paper

The format assumes a study with a question, a procedure, and findings. Empirical work in the sciences, medicine, psychology, and much of the social sciences fits it directly. Theoretical, historical, legal, and purely methodological papers usually do not, and forcing them into it produces awkward sections.

Draft the methods first

The methods are the easiest section to write because they are a record of what happened, and drafting them settles the vocabulary the rest of the paper will use. Doing this first also surfaces gaps in your notes while the details are still recoverable.

Build the results around the questions

Organize findings under the questions they answer rather than in the order you ran the analyses. Decide at this stage which data belong in tables and figures, since that determines how much prose you need. Keep interpretation out.

Write the discussion against the results

With the findings fixed, work out what they mean, how they sit against prior work, and what bounds them. This is where the argument of the paper is actually made, so give it the most drafting time.

Write the introduction to set up the discussion

Now that you know what the paper concludes, build the introduction so the question it poses is exactly the one the discussion answers. Written in this order, the loop closes automatically. Written first, it usually has to be rewritten anyway.

Write the abstract last, one move per section

Take a sentence from each of the four sections and shape them into the abstract, giving the largest share to results. Because the paper is finished, the abstract will match it. Add the title and keywords at this point too.

Audit each section for material that belongs elsewhere

Read the paper looking only for misplaced content: interpretation in the results, findings in the methods, new data in the discussion. This pass is quick and catches the errors reviewers comment on most often.

Why the shape exists

IMRaD became the default because it matches the logic of empirical argument: here is the question, here is how I tried to answer it, here is what I observed, here is what I think it means. Separating observation from interpretation lets a reader evaluate the evidence before being told what to conclude from it, which is the whole point of the arrangement. Almost everything else about the format follows from that one separation.

The format also makes papers navigable. A reader who wants only the method, or only the findings, knows exactly where to go, and that predictability is valuable at the scale modern literatures operate on. Journals reinforce it because it makes peer review faster and comparison across papers straightforward.

It is worth understanding this rationale rather than treating IMRaD as an arbitrary template. Most section-boundary questions — where does this sentence go? — resolve immediately once you ask which of the four jobs the sentence is doing.

What each of the four parts owns

Each section answers one question and should contain nothing that answers a different one. The boundaries are strict by design, and most structural problems in a draft are a sentence sitting in the wrong section rather than a missing idea. Moving one paragraph to where it belongs often fixes what felt like a much larger problem.

A quick test for any paragraph: could a reader holding your dataset verify it? Then it belongs in the results. Could a reader repeat your study from it? That is methods. Anything arguing why the question was worth asking is introduction, and anything saying what the findings mean is discussion.

  • Introduction — why was this question asked? Context, gap, aim, and hypothesis.
  • Methods — what was done? Design, participants or materials, procedure, analysis, ethics.
  • Results — what was found? Data and patterns, with no explanation of them.
  • Discussion — what does it mean? Interpretation, comparison, limitations, implications.

The hourglass

The four sections form a recognizable shape. The introduction starts broad and narrows to a specific question; the methods and results are the narrow waist, dealing only with your study; the discussion widens again from your findings back out to the field. Drawing this on a page is a fast way to diagnose a draft.

The symmetry is a useful check. If your introduction opens on a large claim about the field, your discussion should return to it and say what your findings do to that claim. If it never gets back there, either the introduction opened too wide or the discussion stopped too early.

The waist should be genuinely narrow. Methods and results that keep referring outward — to other studies, to what the finding might mean — have widened where the shape calls for restraint. Save that material; it is the raw material of a stronger discussion.

What sits around the four sections

IMRaD names the body of the paper, not everything in it. Before the introduction come the title, abstract, and keywords; after the discussion come acknowledgments, funding and conflict-of-interest statements, references, and any appendices or supplementary material. Journals increasingly collect the declarations through the submission system rather than in the manuscript.

Several optional sections attach to the four. A separate Conclusion is common, though many journals fold it into the discussion. Limitations sometimes get their own subheading. Some fields place a short Literature Review after the introduction, and some journals ask for a Theoretical Framework section, particularly in education and management.

Two variants are worth knowing. IMRaD with a combined Results and Discussion appears where each finding needs immediate context, common in qualitative and case-study work. IMRaD with methods placed last is used by a few high-profile journals, which changes reading order but not the logic of the sections.

Where IMRaD does not fit

The format assumes data collected through a procedure. Papers that argue rather than report — theoretical contributions, conceptual analyses, philosophical work, legal scholarship, and most humanities articles — are organized by the structure of the argument instead, with headings that name the claims being made. Trying to fit them into IMRaD produces an empty methods section and a results section that is really analysis.

Review articles have their own shapes. Narrative reviews are organized thematically; systematic reviews follow reporting guidelines that specify their own structure, including search strategy, screening, and synthesis, and are close to IMRaD without being identical. Meta-analyses follow the same guidelines with an added statistical layer.

Theses are related but not the same. A monograph thesis usually has an IMRaD-like spine — introduction, literature review, methodology, findings, discussion, conclusion — spread across chapters, while a thesis by publication wraps several IMRaD papers inside an introductory and concluding frame. Check your institution’s regulations, because these are formally specified more often than people expect.

FAILURE MODES

What goes wrong, and what to do instead

Explaining what a finding means inside the results section.

Move the explanation to the discussion. If a results paragraph contains “because” or “suggests”, that clause is usually in the wrong section.

Reporting an outcome while describing the procedure.

Keep the methods free of findings. The section should read the same regardless of how the study turned out.

Presenting an analysis for the first time in the discussion.

Every number discussed must already appear in the results. If it does not, add it there or drop the point.

Treating IMRaD as the order in which the paper must be written.

Draft methods, then results, then discussion, and write the introduction and abstract last. It is a structure for reading, not for composing.

Forcing a theoretical or historical paper into the four sections.

Use headings that name the steps of your argument instead, and look at how recent articles in your target journal are organized.

Using generic headings when the journal specifies its own labels.

Follow the journal’s required section names and order exactly. Desk rejections for formatting are avoidable and common.

Questions writers ask about this

What does IMRaD stand for?

Introduction, Methods, Results, and Discussion. The lowercase “a” is simply the conjunction, so the acronym is sometimes written IMRAD or IMRD. Some fields expand it to IMRaDC to make the Conclusion explicit, and some write AIMRaD to include the Abstract.

Is IMRaD required?

It is a strong convention rather than a rule, but in the sciences, medicine, and much of the social sciences it is effectively expected, and many journals mandate the section headings. Where a journal specifies its own structure, follow that. Where it does not, IMRaD is the safe default for any paper reporting original empirical work.

Where does the literature review go in IMRaD?

In a journal article it is normally absorbed into the introduction, covering only what is needed to establish the gap. Some fields place a short separate review section after the introduction. In a thesis it is usually its own chapter, and the introduction is correspondingly brief.

Does IMRaD apply to qualitative research?

Yes, with adjustments. Qualitative papers use the same four-part logic but often have longer methods sections covering positionality and trustworthiness, and frequently combine results and discussion so that quoted data and interpretation sit together. The separation between evidence and interpretation still matters, even inside a combined section.

Does a thesis follow IMRaD?

Loosely. A monograph thesis typically expands the same logic across chapters — introduction, literature review, methodology, findings, discussion, conclusion — while a thesis by publication embeds complete IMRaD papers between a framing introduction and a synthesizing conclusion. Your institution’s regulations usually specify which structure is permitted, so check before you plan the chapters.

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