Direct answer: Use a table when readers need to compare exact values or categories in rows and columns. Use a figure when a visual pattern, relationship, process, trend, image, chart, diagram, or map communicates the point more clearly. In APA-style work, every table or figure should be numbered, titled, mentioned in the text, understandable without excessive explanation, and followed by an appropriate note when abbreviations, statistical details, or source attribution need clarification.
Tables and figures should make an assessment easier to understand, not decorate it or repeat the same information in several forms. APA Style treats a table as information arranged in rows and columns; other visual displays are generally treated as figures.[1]
General summary: An APA table or figure is a numbered visual element used to present exact values, comparisons, categories, relationships, or patterns that would be difficult to communicate efficiently in prose. A table emphasizes organized values, while a figure emphasizes a visible pattern, process, or relationship. Both require clear titles, accurate labeling, text discussion, and source attribution when material is reproduced or adapted.
Source context: This independent educational guide supports assessment planning and writing development. It is not affiliated with Capella University, does not guarantee an academic outcome, and does not replace the learner’s responsibility to follow current course instructions and submit authentic work.
Begin with the assessment purpose
Before creating a visual, identify the criterion it must support. A table or figure may help a learner:
- compare options, populations, interventions, or performance measures;
- show a change over time;
- summarize research characteristics;
- display a conceptual model or workflow;
- present survey, financial, clinical, or operational data;
- make an evidence-based recommendation easier to evaluate.
If the visual does not help answer a criterion, it may not belong in the assessment.
Choose a table when exact comparison matters
Tables work well when readers need exact numbers, labels, short statements, or side-by-side categories. Common academic uses include:
- comparing the strengths and limitations of several options;
- listing study authors, designs, samples, findings, and limitations;
- showing a budget, timeline, risk register, or implementation plan;
- displaying measures, baselines, targets, and data sources;
- summarizing stakeholder roles or policy requirements.
Do not create a table merely to place ordinary paragraphs inside boxes. The rows and columns should reveal a meaningful comparison.
Choose a figure when the pattern matters
Figures can include graphs, charts, diagrams, photographs, maps, screenshots, models, and process illustrations. They are useful when readers need to see:
- a trend or relationship;
- a sequence of steps;
- a hierarchy or system architecture;
- the relationship among concepts;
- a geographical or spatial pattern;
- the design of an intervention or workflow.
A figure should communicate one main message. Avoid adding visual elements that do not help the reader interpret that message.
Compare table and figure decisions
| Communication need | Better choice | Reason | Example |
|---|---|---|---|
| Readers need exact values | Table | Rows and columns support precise comparison | Quarterly costs by department |
| Readers need to see a trend | Figure | A graph reveals direction and pattern quickly | Readmission rate over 12 months |
| Readers need a process sequence | Figure | A flow diagram shows order and decision points | Evidence-search workflow |
| Readers need study characteristics | Table | Repeated attributes can be compared consistently | Evidence synthesis matrix |
| Readers need both pattern and exact detail | Use the stronger primary visual and explain key values in text | Avoid redundant table-and-chart duplication | Trend graph with selected values discussed in prose |
Number tables and figures separately
Tables and figures use separate numbering sequences based on the order in which they are first mentioned. For example, a paper may contain Table 1, Table 2, Figure 1, and Figure 2. Do not number them according to page position after the document is complete; numbering should reflect the reading sequence.
Write a concise, descriptive title
The title should identify what the visual shows without repeating the entire caption or analysis. Strong titles usually name the variables, population, period, or comparison. Avoid vague titles such as “Results” or “Data.”
Examples:
- Monthly Medication-Error Rate Before and After the Intervention
- Comparison of Three Employee-Retention Strategies
- Characteristics of Studies Included in the Evidence Review
Design the table body for quick reading
Use clear column headings, consistent units, logical row order, and enough spacing to prevent crowding. APA sample tables emphasize standard formats rather than unnecessary visual complexity.[2]
Keep these principles in mind:
- align comparable information consistently;
- define abbreviations;
- use the same decimal precision for comparable values;
- avoid empty decorative columns;
- use labels that can be understood without searching the prose;
- do not use vertical and horizontal lines merely to create a heavy grid.
Design a figure for accuracy, not decoration
A figure should have readable labels, a meaningful scale, a clear legend when needed, and an honest visual relationship between values. Do not distort an axis, use three-dimensional effects that exaggerate differences, or crop a chart in a way that changes the apparent pattern.
APA provides figure setup and sample-figure guidance for common visual forms.[3]
Refer to every visual in the text
Introduce the visual before or near its placement. Refer to it by number rather than writing “the table below” because pagination can change.
A useful callout does more than announce the visual:
- “Table 2 compares the feasibility, cost, and expected effect of the three options.”
- “As shown in Figure 1, the largest reduction occurred during the first two months.”
The callout should guide the reader toward the visual’s purpose.
Explain the meaning without repeating every cell
The prose should interpret the most important pattern, comparison, or implication. Do not narrate every value already visible. A strong explanation answers:
- What should the reader notice?
- Why does this pattern matter?
- How does it support the criterion or recommendation?
- What limitation affects interpretation?
Use notes when readers need clarification
A table or figure note can explain abbreviations, symbols, confidence intervals, data sources, special calculations, or copyright and adaptation information. Keep notes relevant to the visual. Do not place a second essay beneath the table.
Cite reproduced or adapted material
When a visual is copied, adapted, or based on another source, acknowledge that source according to the applicable APA guidance and permission requirements. Also include the work in the reference list when required. APA’s basic citation principles state that works cited in a table, figure, note, or appendix must correspond with the reference list.[4]
Creating a new chart from published data does not remove the need to cite the data source.
Distinguish your data from source data
Label whether information came from:
- the assessment scenario;
- a public dataset;
- an organizational audit;
- a published study;
- your own calculation or analysis.
Readers should be able to understand the origin of the information and reproduce important calculations where appropriate.
Use color accessibly
Color may support communication, but it should not be the only way information is distinguished. APA guidance permits color in student figures and emphasizes accessible use.[5]
Use labels, patterns, symbols, or direct annotations in addition to color. Check contrast and ensure the visual remains understandable when printed or viewed in grayscale.
Make text readable at normal size
Labels, legends, notes, and axis text should remain readable when the document is viewed at its normal size. A complex visual shrunk to fit the page often fails even when its data are correct. Simplify the visual, split it into two visuals, or move detail to an appendix when permitted.
Place the visual where the reader needs it
APA Style allows tables and figures to be embedded after they are first mentioned or placed together after the reference list, depending on the assignment and document requirements.[6] Follow the current assessment instructions. Keep the number, title, visual, and note together where possible.
Check alignment with the scoring guide
A visually polished table cannot compensate for missing analysis. Ask whether the visual directly demonstrates a criterion, uses the required evidence, and is interpreted in the surrounding discussion. Use the current scoring guide as the final authority for what must be shown.
Common APA table and figure mistakes
- Using a visual that repeats the prose without adding clarity.
- Failing to mention the visual in the text.
- Using “the chart below” instead of its number.
- Providing no title or a vague title.
- Copying a visual without attribution.
- Listing data without interpreting the important pattern.
- Using inconsistent units or decimal places.
- Making labels too small to read.
- Using color as the only distinction.
- Including a table or figure that does not support a criterion.
Final table and figure checklist
- The visual has a clear purpose connected to the assessment.
- A table or figure is the best format for that purpose.
- The number and title are accurate and consistent.
- The visual is mentioned by number in the text.
- Headings, labels, units, scales, and legends are understandable.
- The prose interprets the important pattern instead of repeating every value.
- Notes define abbreviations and explain necessary details.
- Source data, adaptations, and reproduced material are attributed.
- Color, contrast, and text size support accessibility.
- The visual and explanation satisfy the scoring-guide criterion.
How should APA visuals connect to the rest of an assessment?
Introduce every visual through an evidence paragraph that explains why the information matters instead of repeating every value. When converting report findings into a presentation, use the speaker notes guide to interpret the table or figure for the audience. The academic writing hub provides the broader context for evidence, citations, formatting, and rubric alignment.
Frequently asked questions
Should the same data appear in both a table and a graph?
Usually no. Choose the format that communicates the main purpose most efficiently unless the assignment requires both.
Do tables and figures need in-text citations?
Your own visual based on your own analysis may not require a source citation, but any borrowed data, design, image, or adapted content must be attributed appropriately.
Can I put a screenshot in an APA paper?
A screenshot is generally treated as a figure. Use it only when it is necessary, readable, legally and ethically appropriate, and explained in the text.
Where should a table appear?
Follow the assignment. It may be embedded after first mention or placed in a separate section after the references.
Should I explain every number?
No. Explain the values or patterns that matter to the argument, criterion, or recommendation.
Sources and further reading
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