How to Create APA-Style Tables for Research Results (With Templates)

Introduction

You have finished your analysis. The numbers are ready. Now comes the part many students dread: putting those results into a table that actually looks professional.

A good table does more than hold numbers. It lets your reader see the pattern in seconds, without hunting through paragraphs of statistics. A bad table does the opposite. It hides the finding, confuses the reader, and invites questions from your supervisor or examiner.

The good news is that APA style tables follow a small set of clear rules. Once you learn them, you can build almost any results table — descriptive statistics, a t-test, correlations, ANOVA, or regression — with confidence. This guide walks you through those rules step by step, shows you one worked example, and gives you ready-to-use templates you can copy for your own thesis or paper.

Why Tables Matter More Than You Think

In a results chapter, text and tables work together. Text tells the story. Tables provide the evidence. When a reader wants to check a mean, a p value, or a group difference, they look at the table, not at a long paragraph.

That is why examiners pay close attention to tables. A clean, well-labelled table signals care and accuracy. A crowded table with unclear headings, too many decimal places, or missing notes suggests the opposite, even when the analysis itself is sound.

APA style exists to remove guesswork. If every researcher formats tables the same way, readers can compare studies quickly and focus on what the numbers mean, rather than decoding a new layout each time.

The Anatomy of an APA Table

Every APA table, whatever its content, has the same basic parts:

Table number. Written in bold, above the table, flush left. For example: Table 1. Number your tables in the order they first appear in your text.

Table title. Written in italics, on the next line, also flush left, in title case. The title should say briefly what the table shows, not just “Results”. For example: “Descriptive Statistics for Study Variables by Group” is much better than “Table of Results”.

Column headings. Short, clear labels for each column. Use sentence case for most headings, and keep them brief. If a column needs a unit, put it in the heading, for example “Age (years)”, rather than repeating it in every cell.

Table body. The rows and cells that hold your data. Keep the body uncluttered. Do not use vertical lines. APA tables use only a few horizontal lines: one at the top of the table, one below the column headings, and one at the bottom.

Notes. Placed below the table. A general note explains the table as a whole, for example abbreviations or the meaning of a symbol. A specific note refers to one row, column, or cell, marked with a superscript letter. A probability note explains symbols such as asterisks for significance levels, for example “* p < .05. ** p < .01.”

Use the same font and font size as the rest of your paper, and leave generous white space. A table that is easy on the eye is a table that gets read.

Step-by-Step: How to Create an APA-Style Table

Step 1: Decide what the table is for.

Before you open your word processor, ask one question: what single point should this table make? A table that tries to show everything usually shows nothing clearly. If you have two different points, use two tables. A descriptive table and an inferential table, for example, are usually better kept separate.

Step 2: Choose only the numbers your reader needs.

Include the statistics your reader needs to judge your finding: means, standard deviations, sample sizes, test statistics, degrees of freedom, p values, and effect sizes where relevant. Leave out intermediate calculations, raw data, and statistics you do not discuss. If a number is not interpreted in your text, ask whether it belongs in the table at all.

Step 3: Draft the table on paper first.

Sketch the rows and columns before you format anything. Decide what goes in rows (usually groups, variables, or conditions) and what goes in columns (usually the statistics). A simple sketch prevents the most common problem: a table that grows sideways until it no longer fits the page.

Step 4: Write a clear number and title.

Number tables consecutively in the order they are first mentioned. Write the title in italics, flush left, directly below the number. Keep the title specific: name the variables, the groups, or the analysis, so the table makes sense even if someone reads it on its own.

Step 5: Format the headings and body.

Use short column headings. Align numbers by their decimal point so they are easy to compare down a column. Keep decimal places consistent within a column: usually two decimal places for means, correlations, and most test statistics, and two or three for p values, following your institution’s guidance. Do not add vertical lines, shading, or gridlines that APA style does not use.

Step 6: Add notes, not footnotes in the text.

Any abbreviation, symbol, or scoring detail that is not obvious belongs in a note below the table. This keeps the body clean and saves you from explaining the same abbreviation in the text every time. If you use asterisks for significance, define them in a probability note.

Step 7: Refer to the table in your text, then check it.

Every table must be mentioned in your text before it appears, for example: “Table 1 shows the descriptive statistics for both groups.” After you insert the table, read it as a stranger would. Can you understand it without reading the surrounding paragraphs? If not, rewrite the title or headings until you can.

A Worked Example: Reporting a t-Test in a Table

Imagine a small, illustrative study (not real data) comparing test anxiety scores for two groups of students: one group that received a short study-skills workshop and one group that did not. The researcher runs an independent-samples t-test and wants to show the group means, standard deviations, and the test result in one table.

The table would be titled: Table 1, “Means, Standard Deviations, and t-Test Results for Test Anxiety by Group”. Its columns would be: Group, n, M, SD, t, df, p, and Cohen’s d. Its two rows would be: Workshop group (n = 42, M = 28.40, SD = 6.12) and Comparison group (n = 40, M = 32.75, SD = 5.88), with the test result shown once, for example t(80) = -3.24, p = .002, d = 0.72.

Test result: t(80) = -3.24, p = .002, d = 0.72.

In the text, the researcher would then write one clear sentence: “Students in the workshop group reported lower test anxiety (M = 28.40, SD = 6.12) than students in the comparison group (M = 32.75, SD = 5.88), t(80) = -3.24, p = .002, d = 0.72.”

Notice what the table adds: the reader can see the sample sizes and both means at a glance, while the sentence interprets the finding. Neither the table nor the sentence repeats the other word for word. That division of labour is exactly what APA style intends.

Templates You Can Adapt

Template 1: Descriptive statistics.

Columns: Variable, n, M, SD, Minimum, Maximum. One row per variable. Add a general note defining any abbreviations, for example: “Note. M = mean; SD = standard deviation.”

Template 2: Independent-samples t-test.

Columns: Group, n, M, SD, t, df, p, Cohen’s d. One row per group, with the test statistics shown in the first row or in a separate results column. Add a probability note if you use asterisks.

Template 3: Correlation matrix.

Rows and columns are the same variables, in the same order. Show the correlation coefficient in each cell, usually to two decimal places, with the diagonal left blank or marked with a dash. Add a probability note for significance symbols.

Template 4: One-way ANOVA summary.

Columns: Source, SS, df, MS, F, p, partial eta squared. Rows: Between groups, Within groups, Total. Keep the same decimal places down each column.

Template 5: Multiple regression.

Columns: Predictor, B, SE, beta, t, p. One row per predictor, plus a row or note for the overall model, for example R squared and F. Define B (unstandardised coefficient) and beta (standardised coefficient) in a general note if your readers may not know them.

For each template, change only the variable names, groups, and numbers. Keep the structure, the headings, and the notes in the same style, and your tables will look consistent across your whole thesis.

Common Mistakes to Avoid

1. Repeating the whole table in words. Do not write a paragraph that lists every number in the table. Interpret the pattern; let the table carry the detail.
2. Using unclear or vague titles. “Results” or “Data” tells the reader nothing. Name the variables and the analysis.
3. Mixing decimal places. If one mean has two decimal places, all means in that column should have two. Inconsistent decimals look careless and make comparison harder.
4. Adding vertical lines and heavy gridlines. APA tables are deliberately light: a line at the top, a line under the headings, and a line at the bottom are enough.
5. Forgetting the note. Abbreviations, sample-size details, and significance symbols need a note below the table. Without it, your reader has to guess.
6. Forgetting to mention the table in the text. A table that appears without a text reference feels dropped in. Always introduce it, then discuss what it shows.
7. Cramming too much into one table. If a table needs tiny font or landscape orientation to fit, split it. Two clear tables beat one crowded table every time.

Frequently Asked Questions

Q: How many decimal places should I use in an APA table?

A: As a general guide, use two decimal places for means, standard deviations, correlations, and most test statistics. For p values, report the exact value to two or three decimal places (for example p = .032), except for very small values, which APA style reports as p < .001. Always follow your university or journal’s specific guidance if it differs.

Q: Do I need a table for every analysis?

A: No. Use a table when it helps the reader compare numbers or see a pattern. If a result can be reported clearly in one sentence, a sentence is better. Tables are for comparisons, not for every single statistic.

Q: Where should tables go in my paper?

A: In APA 7th edition student papers, tables are usually placed after the references, each on its own page, unless your institution asks for them embedded in the text. In journal manuscripts, tables also follow the references. Check your institution’s or journal’s instructions first, because this is one rule that varies.

Q: Can I use colour or shading in an APA table?

A: Keep it simple. APA style favours plain, readable tables without shading or colour coding. If you need to highlight a row, do it with a clear heading or a note, not with colour alone, since colour may not reproduce well in print.

Q: What if my table is too wide for the page?

A: First, shorten your headings and remove any unnecessary columns. If it is still too wide, consider splitting it into two tables, or presenting some variables in the text instead. A wide table that forces tiny font is a sign that the table is trying to do too much.

Conclusion

Creating an APA-style table is not about memorising a long list of rules. It is about one habit: make the table easy to read on its own. Give it a number and a specific title, keep the headings short, align your numbers, use only the lines APA style asks for, and explain anything unclear in a note below.

Start with the templates in this guide, adapt them to your variables, and check each table by asking whether a stranger could understand it without your paragraphs. When the answer is yes, your results chapter will be clearer, your examiners will be happier, and your findings will speak for themselves.