{"id":1001,"date":"2026-10-13T14:16:00","date_gmt":"2026-10-13T14:16:00","guid":{"rendered":"https:\/\/freestatisticaltools.com\/blog\/?p=1001"},"modified":"2026-10-13T14:16:00","modified_gmt":"2026-10-13T14:16:00","slug":"apa-style-statistics-reporting","status":"publish","type":"post","link":"https:\/\/freestatisticaltools.com\/blog\/apa-style-statistics-reporting\/","title":{"rendered":"How to Report Statistics in APA Style (7th Edition): Templates for Every Test"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">You have run the analysis. Now you need to write it up, and APA style has strict, slightly fussy rules about how statistics appear in text and tables. This guide collects the formatting rules and <strong>copy-ready templates<\/strong> for the most common tests, based on the <em>Publication Manual of the American Psychological Association<\/em> (7th edition).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Every tool on FreeStatisticalTools.com produces APA-formatted tables and a suggested results sentence, so you can use these templates to check and adapt that output.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">General formatting rules<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Symbols<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Italicize<\/strong> statistical symbols that are Latin letters: <em>M<\/em>, <em>SD<\/em>, <em>t<\/em>, <em>F<\/em>, <em>p<\/em>, <em>r<\/em>, <em>n<\/em>, <em>N<\/em>, <em>df<\/em>, <em>b<\/em>, <em>SE<\/em>, <em>d<\/em>.<\/li>\n\n<li><strong>Don&#39;t italicize<\/strong> Greek letters (\u03b1, \u03b2, \u03b7\u00b2, \u03c7\u00b2) or abbreviations that are not variables (CI, AVE, CFI, RMSEA).<\/li>\n\n<li>Use <em>N<\/em> for the total sample and <em>n<\/em> for a subsample.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Numbers and decimals<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Report most statistics to <strong>two decimal places<\/strong> (<em>M<\/em> = 3.47, <em>t<\/em> = 2.31).<\/li>\n\n<li><strong>No leading zero<\/strong> for values that cannot exceed 1: <em>p<\/em> = .032, <em>r<\/em> = .45, \u03b1 = .82, \u03b7\u00b2 = .13.<\/li>\n\n<li><strong>Use a leading zero<\/strong> for values that can exceed 1: <em>d<\/em> = 0.56, <em>b<\/em> = 0.42, <em>SD<\/em> = 0.91.<\/li>\n\n<li>Report <strong>exact p-values<\/strong> to two or three decimals (<em>p<\/em> = .032). For very small values, write <em>p<\/em> &lt; .001, never <em>p<\/em> = .000.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Confidence intervals<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Give the level the first time and use square brackets: 95% CI [0.21, 0.49]. Later in the same paragraph you can write just [0.21, 0.49].<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Degrees of freedom<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Put them in parentheses after the symbol: <em>t<\/em>(58), <em>F<\/em>(2, 57), \u03c7\u00b2(1, <em>N<\/em> = 120).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Templates by test<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Replace the bracketed parts with your own values.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Descriptive statistics<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Descriptives<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Participants (<i>N<\/i> = 214; 61% female) were aged 18 to 34 years (<i>M<\/i> = 22.6, <i>SD<\/i> = 3.1).<\/p><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Independent samples t-test<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Independent t-test<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>The intervention group (<i>M<\/i> = 74.6, <i>SD<\/i> = 9.8) scored higher than the control group (<i>M<\/i> = 68.9, <i>SD<\/i> = 10.4), <i>t<\/i>(60) = 2.22, <i>p<\/i> = .030, 95% CI [0.6, 10.8], <i>d<\/i> = 0.56.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/independent-samples-t-test\/\">independent samples t-test<\/a> \u00b7 Tool: <a href=\"\/independent-t-test-calculator\/\">t-test calculator<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Paired t-test<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Paired t-test<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Anxiety scores decreased from before (<i>M<\/i> = 42.3, <i>SD<\/i> = 8.1) to after the programme (<i>M<\/i> = 37.9, <i>SD<\/i> = 7.6), <i>t<\/i>(39) = 3.85, <i>p<\/i> &lt; .001, <i>d<sub>z<\/sub><\/i> = 0.61.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Tool: <a href=\"\/paired-t-test-calculator\/\">paired t-test calculator<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">One-way ANOVA<\/h3>\n\n\n\n<div class=\"fst-report\"><b>One-way ANOVA<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Scores differed across teaching methods, <i>F<\/i>(2, 57) = 4.32, <i>p<\/i> = .018, \u03b7\u00b2 = .13. Tukey post hoc tests showed that the problem-based group scored higher than the lecture group (<i>p<\/i> = .016).<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/one-way-anova\/\">one-way ANOVA<\/a> \u00b7 Tool: <a href=\"\/one-way-anova-calculator\/\">ANOVA calculator<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Chi-square test of independence<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Chi-square<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>There was a significant association between age group and recommendation, \u03c7\u00b2(2, <i>N<\/i> = 300) = 20.68, <i>p<\/i> &lt; .001, Cram\u00e9r&#39;s <i>V<\/i> = .26.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/chi-square-test-of-independence\/\">chi-square test<\/a> \u00b7 Tool: <a href=\"\/chi-square-test-calculator\/\">chi-square calculator<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Correlation<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Pearson correlation<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Study time was positively correlated with exam scores, <i>r<\/i>(148) = .42, <i>p<\/i> &lt; .001, 95% CI [.28, .54].<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The degrees of freedom for a correlation are <em>N<\/em> \u2212 2. Tool: <a href=\"\/correlation-calculator\/\">correlation calculator<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Multiple regression<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Multiple regression<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>The model explained 41% of the variance in exam scores, <i>F<\/i>(3, 146) = 33.82, <i>p<\/i> &lt; .001, <i>R<\/i>\u00b2 = .41. Study hours (\u03b2 = .39, <i>p<\/i> &lt; .001) and prior GPA (\u03b2 = .29, <i>p<\/i> &lt; .001) were significant predictors.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/multiple-regression-interpretation\/\">interpreting multiple regression<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Logistic regression<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Logistic regression<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Higher BMI was associated with higher odds of diabetes, <i>OR<\/i> = 1.12, 95% CI [1.07, 1.18], <i>p<\/i> &lt; .001.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/logistic-regression-odds-ratios\/\">logistic regression and odds ratios<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Mann-Whitney U test<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Mann-Whitney U<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Ratings were higher in the chat group (<i>Mdn<\/i> = 5.5) than in the email group (<i>Mdn<\/i> = 4.5), <i>U<\/i> = 108, <i>z<\/i> = 2.15, <i>p<\/i> = .032, <i>r<\/i> = .35.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/mann-whitney-u-test\/\">Mann-Whitney U test<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Mediation<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Mediation<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>The indirect effect of training on performance through self-efficacy was significant, <i>ab<\/i> = 0.15, 95% bootstrap CI [0.09, 0.21] (5,000 resamples).<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/mediation-analysis-bootstrapping\/\">mediation with bootstrapping<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Moderation<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Moderation<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>Social support moderated the effect of workload on burnout, <i>b<\/i> = \u22120.15, <i>SE<\/i> = 0.05, <i>p<\/i> = .003, \u0394<i>R<\/i>\u00b2 = .02.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/moderation-analysis-simple-slopes\/\">moderation and simple slopes<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Reliability<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Reliability<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>The five-item engagement scale showed good internal consistency (\u03b1 = .84, \u03c9 = .85).<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Full guide: <a href=\"\/blog\/cronbachs-alpha\/\">Cronbach&#39;s alpha<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">CFA and SEM fit<\/h3>\n\n\n\n<div class=\"fst-report\"><b>Model fit<button type=\"button\" data-copy-report>Copy<\/button><\/b><div><p>The measurement model fit the data well, \u03c7\u00b2(164) = 312.45, <i>p<\/i> &lt; .001, CFI = .962, TLI = .956, RMSEA = .055, 90% CI [.046, .064], SRMR = .041.<\/p><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Explainer: <a href=\"\/cb-sem\/model-fit-indices\/\">model fit indices<\/a> \u00b7 Tool: <a href=\"\/cb-sem\/app\/\">CB-SEM Studio<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">APA tables: a checklist<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Table number in <strong>bold<\/strong> above the table (<strong>Table 1<\/strong>), with the title on the next line in <em>italic title case<\/em>.<\/li>\n\n<li>Horizontal lines only: above and below the column headings and at the bottom. No vertical lines.<\/li>\n\n<li>Same number of decimals within a column.<\/li>\n\n<li>Note below the table explaining abbreviations and significance markers (for example, *<em>p<\/em> &lt; .05, **<em>p<\/em> &lt; .01).<\/li>\n\n<li>Refer to every table in the text (&quot;as shown in Table 2&quot;).<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The tools export tables in this format, ready to paste into Word or Google Docs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Don&#39;t forget to cite your software<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">APA style asks you to cite software that was used for the analysis. For tools on FreeStatisticalTools.com, each tool page has an APA and BibTeX citation, for example:<\/p>\n\n\n<div class=\"fst-report\"><b>Cite the tool (APA 7)<button type=\"button\" data-copy-report>Copy<\/button><\/b><div>Xavier, B. (2026). <i>Free Statistical Tools<\/i> [Computer software]. Zenodo. https:\/\/doi.org\/10.5281\/zenodo.23372149 (web app: https:\/\/freestatisticaltools.com\/independent-t-test-calculator\/)<\/div><small>Name the tool in your methods: \u201cThe analysis was carried out with the Independent Samples T-Test Calculator in Free Statistical Tools.\u201d<\/small><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently asked questions<\/h2>\n\n\n\n<div class=\"fst-faq\"><details><summary>How do you write a p-value in APA 7?<\/summary><div class=\"a\"><p>Report the exact value to two or three decimals without a leading zero, such as p = .032. For values below .001, write p &lt; .001. Italicize the p.<\/p><\/div><\/details><details><summary>Do you put a zero before the decimal in APA?<\/summary><div class=\"a\"><p>Only for statistics that can be greater than 1, such as means, SDs, t values and Cohen&#39;s d. Leave out the zero for values that cannot exceed 1, such as p-values, correlations and Cronbach&#39;s alpha.<\/p><\/div><\/details><details><summary>How many decimal places should I use in APA?<\/summary><div class=\"a\"><p>Two decimal places for most statistics. P-values can have two or three; report very small ones as p &lt; .001.<\/p><\/div><\/details><details><summary>Should I italicize statistical symbols?<\/summary><div class=\"a\"><p>Italicize Latin-letter symbols such as M, SD, t, F, p, r and n. Do not italicize Greek letters (\u03b1, \u03b2, \u03c7\u00b2, \u03b7\u00b2) or abbreviations such as CI and RMSEA.<\/p><\/div><\/details><\/div>\n","protected":false},"excerpt":{"rendered":"<p>A one-page reference for writing up results in APA 7, with formatting rules for numbers and symbols, templates for the most common tests and a checklist for APA tables.<\/p>\n","protected":false},"author":1,"featured_media":1002,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_fst_seo_title":"How to Report Statistics in APA 7: Templates and Examples","_fst_meta_desc":"Copy-ready APA 7 templates for t-tests, ANOVA, chi-square, correlation, regression, mediation, reliability and SEM fit, plus rules for p-values and tables.","_fst_primary_tool":"independent-t-test-calculator","_fst_canonical":"","_fst_noindex":false,"_fst_no_toc":false,"_fst_no_autolink":false,"footnotes":""},"categories":[13],"tags":[19,61,47,62],"class_list":["post-1001","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-reporting-results","tag-apa-style","tag-reporting-results","tag-thesis","tag-writing"],"_links":{"self":[{"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/posts\/1001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/comments?post=1001"}],"version-history":[{"count":0,"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/posts\/1001\/revisions"}],"wp:attachment":[{"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/media?parent=1001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/categories?post=1001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/freestatisticaltools.com\/blog\/wp-json\/wp\/v2\/tags?post=1001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}