Wonders

The Rabbit Hole · Literature review guides

Annotated Bibliography vs. Literature Review: Differences, Examples and How One Becomes the Other

An annotated bibliography evaluates sources one at a time. A literature review synthesizes them into an argument. A comparison table, the same two sources written up both ways, and a method for converting annotations into a review.

Sep 21, 2026
Annotated Bibliography vs. Literature Review: Differences, Examples and How One Becomes the Other

TL;DR

An annotated bibliography is a list of citations, each followed by a short paragraph (about 150 words) that summarizes and evaluates that one source. A literature review is continuous prose organized by themes, where each paragraph draws on several sources to say something about the state of knowledge. The bibliography is organized by source and usually alphabetical. The review is organized by idea and ends in a gap or a question. Instructors often assign the bibliography first because good annotations are the raw material for a review, but you still have to reorganize them by theme. Stringing annotations together does not make a literature review.

The two assignments use the same sources and the same reading, which is why they get confused. They differ in what you do with the reading. An annotated bibliography asks: what is this source, and is it any good? A literature review asks: taken together, what do these sources tell us, and what do they leave open?

Definitions

Annotated bibliography. Cornell University Library's widely used definition: "a list of citations to books, articles, and documents. Each citation is followed by a brief (usually about 150 words) descriptive and evaluative paragraph, the annotation." Its purpose is to inform the reader of the relevance, accuracy and quality of the sources cited.

Literature review. A synthesis of the scholarship on a topic, written as connected prose and organized around themes, debates or methods. It shows how sources relate to each other and to your research question, and identifies what is missing. It can be a standalone paper, a thesis chapter or a section of an article. For a full walkthrough see how to start a literature review.

Comparison

Annotated bibliographyLiterature review
Unit of organizationThe sourceThe theme or argument
OrderAlphabetical by author (sometimes chronological or by subtopic)Thematic, chronological, methodological or theoretical
FormList: citation, then a paragraph, repeatedContinuous prose with an introduction, body sections and a conclusion
Each source appearsOnce, in its own entryWherever relevant, often several times, usually alongside other sources
Main skill shownFinding, summarizing and evaluating individual sourcesComparing, synthesizing and identifying gaps
VoiceDescribes and assesses the sourceMakes claims about the field, using sources as evidence
Typical lengthAbout 150 words per source (Cornell), though it varies with the purposeSet by the assignment or the thesis regulations
Ends withNothing. The last entry is the endA summary of what is known, what is not, and where your study fits
CitationsFull reference above each annotationIn-text citations plus a reference list
When it is writtenEarly, while collecting sourcesAfter enough reading to see patterns

What goes in an annotation

Purdue OWL describes three jobs an annotation can do: summarize, assess and reflect. Assignments differ in which they require, so check the brief.

TypeContainsUse when
Descriptive (indicative)What the source covers, without its conclusionsThe brief asks only for a description, or for a quick reading list
Summary (informative)The argument, method and findingsYou need a record of content
Evaluative (critical)Strengths, weaknesses, authority, bias, comparison with other sourcesMost university assignments
CombinationTwo or three sentences of summary, two or three of evaluation, one or two on relevance to your projectThe default if the brief does not say

A reliable structure for a combination annotation:

  1. Who and what. The author's credentials or the publication venue, and the type of source.
  2. Main claim or finding, and the method or evidence behind it.
  3. Evaluation. Sample, design, currency, limitations, how it compares with other work.
  4. Use. How it will serve your project.

The same two sources, written both ways

The example uses two real methodological papers on the topic of choosing a review type.

As annotated bibliography entries (APA 7)

Grant, M. J., & Booth, A. (2009). A typology of reviews: An analysis of 14 review types and associated methodologies. Health Information & Libraries Journal, 26(2), 91–108. https://doi.org/10.1111/j.1471-1842.2009.00848.x

Writing in a health information journal, Grant and Booth catalogue fourteen types of review, from the critical review to the umbrella review, and describe each using a common framework of search, appraisal, synthesis and analysis (SALSA). Their aim is descriptive: to give librarians and researchers a shared vocabulary at a time when labels were used loosely. The main strength is the consistent table that lets types be compared line by line, including the “systematized review” typical of solo postgraduate work. The authors acknowledge that few of the types have prescribed methods and that the categories overlap. The examples are drawn from health and the paper predates PRISMA 2020 and current scoping review guidance, so it is better used for definitions than for procedure. I will use it to justify labelling my own review as systematized.

Munn, Z., Peters, M. D. J., Stern, C., Tufanaru, C., McArthur, A., & Aromataris, E. (2018). Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach. BMC Medical Research Methodology, 18, Article 143. https://doi.org/10.1186/s12874-018-0611-x

Written by six authors from the Joanna Briggs Institute (JBI) at the University of Adelaide, this open-access paper addresses a narrower question than Grant and Booth: when is a scoping review the right choice instead of a systematic review? It sets out six indications for a scoping review, such as identifying the types of evidence available or clarifying concepts, and provides a table contrasting traditional, scoping and systematic reviews on protocol, search, appraisal and synthesis. The guidance is clear and practical, though it reflects the position of one organization and draws mainly on health examples. It is more current and more prescriptive than Grant and Booth. It supports my decision not to draw conclusions about effectiveness from a mapping exercise.

In the submitted document, the reference has a hanging indent and the annotation paragraph is indented 0.5 inches under it. APA 7 puts the journal title and volume number in italics, as shown. Each entry stands alone. Each summarizes, evaluates and states a use. The second mentions the first, which is good practice, but the comparison is incidental.

As a literature review paragraph

Guidance on choosing a review type has moved from description towards prescription. Grant and Booth (2009) mapped fourteen review types against a common framework of search, appraisal, synthesis and analysis, and concluded that few had explicit methods and many overlapped. Later guidance is firmer. Munn et al. (2018) give six specific indications for a scoping review and argue that questions about the effectiveness of an intervention require a systematic review with critical appraisal. Both sources draw mainly on health research, and neither addresses the position of a single postgraduate reviewer in any detail beyond Grant and Booth's brief description of the “systematized” review. How students working alone should adapt and report these methods remains largely unaddressed in the methodological literature.

What changed between the two versions:

In the annotationsIn the review paragraph
Organized by sourceOrganized by a claim about the field: "from description towards prescription"
Author credentials describedDropped. Authority is implied by citing them
Each source summarized in several sentencesEach compressed to the one point relevant to the claim
Evaluation of each source separatelyEvaluation of both together: shared limitation (health focus)
"I will use it to..."Replaced by a gap: what neither source covers

Turning annotations into a review

  1. Tag each annotation with two to four themes. Read through them and write keywords in the margin: "definitions", "solo reviewer", "appraisal". Recurring tags become candidate sections.
  2. Regroup by theme. A synthesis matrix is the cleanest way: one row per source, one column per theme, and the relevant sentence from each annotation moved into the right cell.
  3. Write a topic sentence for each theme that is about the literature, not about a source. "Studies agree that...", "Findings diverge on...", "Most evidence comes from...".
  4. Bring in sources as evidence, several per paragraph, compressed to what is relevant. Keep the evaluative comments, because they explain why findings differ.
  5. End each section with what is unresolved, and the review with the gap your study addresses. See how to find research gaps.
  6. Delete the "use" sentences. They were notes to yourself.

If a paragraph of your review cites only one source, you are probably still writing annotations.

Which one have you been asked for?

Assignment briefs are not always explicit. Some clues:

The brief saysIt probably wants
"List and evaluate 10 sources", "annotate", "for each source"Annotated bibliography
"Synthesize", "critically review the literature on", "identify gaps", "situate your study"Literature review
"Annotated bibliography with an introduction"A bibliography plus a one-page overview of themes across the sources. A halfway step towards a review
"Literature review matrix" or "source summary table"A table. Ask whether prose is also required

When in doubt, ask. Submitting the wrong genre is an avoidable way to lose marks.

Common mistakes

In annotated bibliographies

In literature reviews

Notes and highlights you save in Wonders stay attached to their source, and the organize board lets you regroup them by theme when you move from annotating to synthesizing. The bibliography exports in APA, MLA, Chicago, Harvard, IEEE or Vancouver style.

References

Frequently asked questions

How long should each annotation be?

Cornell University Library describes the typical annotation as about 150 words. Purdue OWL notes that length can range from a couple of sentences to a couple of pages depending on the purpose. If your brief gives a figure, follow it. If it does not, Cornell's 150 words is a reasonable default.

Is an annotation the same as an abstract?

No. An abstract is a descriptive summary written by the article's authors. An annotation is written by you, for your purpose, and is normally critical as well as descriptive: it comments on the authority of the author, the quality of the method, the limitations, and how useful the source is for your project. Copying or paraphrasing the abstract does not do that job.

Can I turn my annotated bibliography into a literature review?

Yes, and that is often why it was assigned. But you cannot do it by joining annotations together. Identify themes across the annotations, regroup the material under those themes, and write paragraphs that compare sources. Most of the evaluative comments carry over. Most of the summary gets compressed to a clause.

How is an annotated bibliography formatted in APA and MLA?

In APA 7th edition, references are formatted and ordered as in a normal reference list, and each annotation is a new paragraph below its reference, indented 0.5 inches from the left margin, with no extra first-line indent for a single paragraph. The APA manual is not free to read online, so we checked that rule against two independent guides that reproduce it: the Purdue OWL sample page and the UMGC Library APA guide. MLA is less settled. Purdue OWL states that MLA 9 requires a 1-inch indent; the MLA Style Center's own post on annotated bibliographies, which is written for the 8th edition, instead shows the annotation starting after a line space with an ordinary paragraph indent, and gives no measurement. We have not read the MLA Handbook itself, so for MLA follow your instructor's requirement or the Handbook. Instructors often set their own requirements, which take precedence in any case.

Does a dissertation include an annotated bibliography?

Rarely as a chapter. Dissertations contain a literature review and a reference list. An annotated bibliography is a working document or a separate assignment, sometimes requested by a supervisor early in the project to check that reading is on track.

More useful guides

All literature review guides

Finding these guides useful?

Try these techniques in Wonders — an AI workspace for literature review. 14 days free. Students get 50% off.

Start free →