{"id":224350,"date":"2025-05-31T14:36:17","date_gmt":"2025-05-31T14:36:17","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/"},"modified":"2025-05-31T14:36:17","modified_gmt":"2025-05-31T14:36:17","slug":"what-happens-when-the-p-value-is-more-than-0-05","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/","title":{"rendered":"What happens when the p-value is more than 0.05?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_62 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#Introduction\" title=\"Introduction\">Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#The_p-value_and_statistical_significance\" title=\"The p-value and statistical significance\">The p-value and statistical significance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#The_significance_of_p-value_%3E_005\" title=\"The significance of p-value &gt; 0.05\">The significance of p-value > 0.05<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#FAQs\" title=\"FAQs\">FAQs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#1_Can_a_p-value_greater_than_005_be_considered_significant\" title=\"1. Can a p-value greater than 0.05 be considered significant?\">1. Can a p-value greater than 0.05 be considered significant?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#2_Does_a_higher_p-value_indicate_stronger_evidence_against_the_null_hypothesis\" title=\"2. Does a higher p-value indicate stronger evidence against the null hypothesis?\">2. Does a higher p-value indicate stronger evidence against the null hypothesis?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#3_Does_a_p-value_above_005_mean_the_study_is_invalid\" title=\"3. Does a p-value above 0.05 mean the study is invalid?\">3. Does a p-value above 0.05 mean the study is invalid?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#4_Can_a_p-value_higher_than_005_still_provide_useful_insights\" title=\"4. Can a p-value higher than 0.05 still provide useful insights?\">4. Can a p-value higher than 0.05 still provide useful insights?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#5_Should_researchers_disregard_findings_with_a_p-value_above_005\" title=\"5. Should researchers disregard findings with a p-value above 0.05?\">5. Should researchers disregard findings with a p-value above 0.05?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#6_What_should_researchers_do_if_the_p-value_is_above_005\" title=\"6. What should researchers do if the p-value is above 0.05?\">6. What should researchers do if the p-value is above 0.05?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#7_Does_a_non-significant_p-value_mean_the_observed_effect_is_nonexistent\" title=\"7. Does a non-significant p-value mean the observed effect is nonexistent?\">7. Does a non-significant p-value mean the observed effect is nonexistent?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#8_Can_a_p-value_change_the_magnitude_or_direction_of_an_observed_effect\" title=\"8. Can a p-value change the magnitude or direction of an observed effect?\">8. Can a p-value change the magnitude or direction of an observed effect?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#9_Should_researchers_increase_the_significance_level_to_make_their_findings_statistically_significant\" title=\"9. Should researchers increase the significance level to make their findings statistically significant?\">9. Should researchers increase the significance level to make their findings statistically significant?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#10_Can_a_non-significant_p-value_be_interpreted_as_evidence_for_the_null_hypothesis\" title=\"10. Can a non-significant p-value be interpreted as evidence for the null hypothesis?\">10. Can a non-significant p-value be interpreted as evidence for the null hypothesis?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#11_Can_a_p-value_above_005_be_attributed_to_sampling_error\" title=\"11. Can a p-value above 0.05 be attributed to sampling error?\">11. Can a p-value above 0.05 be attributed to sampling error?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#12_Should_researchers_replicate_the_study_if_the_p-value_is_above_005\" title=\"12. Should researchers replicate the study if the p-value is above 0.05?\">12. Should researchers replicate the study if the p-value is above 0.05?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>Introduction<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>When conducting statistical analysis, researchers often make use of p-values to determine the significance of their findings. The p-value is a measure that helps researchers decide whether the results of a study are statistically significant or simply due to chance. In most scientific studies, a p-value of less than 0.05 is considered statistically significant, and it is often used as a threshold for rejecting the null hypothesis. However, what happens when the p-value is more than 0.05? Let&#8217;s explore this question.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"The_p-value_and_statistical_significance\"><\/span>The p-value and statistical significance<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To understand what happens when the p-value exceeds 0.05, it is essential to grasp the concept of statistical significance. In hypothesis testing, the null hypothesis assumes that there is no significant relationship or difference between variables, while the alternative hypothesis suggests the opposite. The p-value represents the probability of observing the data, assuming the null hypothesis is true. If this probability is small (typically less than 0.05), the evidence suggests it is unlikely to have occurred by chance, and the null hypothesis is rejected in favor of the alternative hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"The_significance_of_p-value_%3E_005\"><\/span>The significance of p-value > 0.05<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>What happens when the p-value is more than 0.05?<\/strong> When the p-value is greater than 0.05, it means that there is not enough evidence to reject the null hypothesis. In other words, the study does not provide substantial evidence to support the alternative hypothesis. Thus, the results are not considered statistically significant at the conventional 0.05 significance level.<\/p>\n<p>The lack of statistical significance does not necessarily mean that the null hypothesis is true; it simply suggests that the study did not provide strong enough evidence to refute it. Therefore, researchers must interpret the results with caution, as further investigation or additional data may be required to draw reliable conclusions.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>FAQs<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"1_Can_a_p-value_greater_than_005_be_considered_significant\"><\/span>1. Can a p-value greater than 0.05 be considered significant?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value greater than 0.05 is not considered statistically significant. It indicates that the results are not likely to have occurred by chance alone.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Does_a_higher_p-value_indicate_stronger_evidence_against_the_null_hypothesis\"><\/span>2. Does a higher p-value indicate stronger evidence against the null hypothesis?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a higher p-value indicates weaker evidence against the null hypothesis. The p-value represents the probability of obtaining the observed data if the null hypothesis were true.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Does_a_p-value_above_005_mean_the_study_is_invalid\"><\/span>3. Does a p-value above 0.05 mean the study is invalid?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value above 0.05 does not invalidate the study. It suggests that the results did not meet the threshold for statistical significance, and further investigation may be necessary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Can_a_p-value_higher_than_005_still_provide_useful_insights\"><\/span>4. Can a p-value higher than 0.05 still provide useful insights?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, even if the p-value is higher than 0.05, the study results can still provide valuable insights. The lack of statistical significance does not diminish the potential importance or relevance of the findings.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Should_researchers_disregard_findings_with_a_p-value_above_005\"><\/span>5. Should researchers disregard findings with a p-value above 0.05?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nResearchers should not disregard findings solely based on a p-value above 0.05. It is crucial to consider the context, effect size, and other relevant factors while interpreting the results.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_What_should_researchers_do_if_the_p-value_is_above_005\"><\/span>6. What should researchers do if the p-value is above 0.05?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is greater than 0.05, researchers should explore alternative explanations, consider potential confounding factors, and assess the study design to identify possible limitations or flaws.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Does_a_non-significant_p-value_mean_the_observed_effect_is_nonexistent\"><\/span>7. Does a non-significant p-value mean the observed effect is nonexistent?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a non-significant p-value does not imply the observed effect is nonexistent. It simply suggests that the study did not find enough evidence to support the alternative hypothesis at the chosen significance level.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Can_a_p-value_change_the_magnitude_or_direction_of_an_observed_effect\"><\/span>8. Can a p-value change the magnitude or direction of an observed effect?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value cannot change the magnitude or direction of an observed effect. The p-value assesses the likelihood of obtaining such observed data under the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Should_researchers_increase_the_significance_level_to_make_their_findings_statistically_significant\"><\/span>9. Should researchers increase the significance level to make their findings statistically significant?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIncreasing the significance level arbitrarily (e.g., considering p < 0.10 instead of p < 0.05) is generally not recommended. The choice of significance level should be determined prior to data analysis and based on appropriate statistical principles.\n\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"10_Can_a_non-significant_p-value_be_interpreted_as_evidence_for_the_null_hypothesis\"><\/span>10. Can a non-significant p-value be interpreted as evidence for the null hypothesis?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a non-significant p-value does not provide evidence in favor of the null hypothesis. It simply suggests that the data do not provide convincing evidence against the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Can_a_p-value_above_005_be_attributed_to_sampling_error\"><\/span>11. Can a p-value above 0.05 be attributed to sampling error?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, a p-value greater than 0.05 may be due to sampling error, indicating that the observed data deviated from what would be expected by random chance.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Should_researchers_replicate_the_study_if_the_p-value_is_above_005\"><\/span>12. Should researchers replicate the study if the p-value is above 0.05?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nReplicating the study can be valuable, especially if the p-value is of marginal significance (e.g., close to 0.05). Replication helps ensure the reliability of results and strengthens the evidence base.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction When conducting statistical analysis, researchers often make use of p-values to determine the significance of their findings. The p-value is a measure that helps researchers decide whether the results of a study are statistically significant or simply due to chance. In most scientific studies, a p-value of less than 0.05 is considered statistically significant, &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What happens when the p-value is more than 0.05?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-happens-when-the-p-value-is-more-than-0-05\/#more-224350\">Read more<span class=\"screen-reader-text\">What happens when the p-value is more than 0.05?<\/span><\/a><\/p>\n","protected":false},"author":56,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-224350","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What happens when the p-value is more than 0.05?<\/title>\n<meta name=\"description\" content=\"Introduction When conducting statistical analysis, researchers often make use of p-values to determine the significance of their findings. 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