{"id":253268,"date":"2024-04-30T13:29:04","date_gmt":"2024-04-30T13:29:04","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=253268"},"modified":"2024-04-30T13:29:04","modified_gmt":"2024-04-30T13:29:04","slug":"what-is-the-general-p-value-used","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/","title":{"rendered":"What is the general p-value used?"},"content":{"rendered":"<p><strong>What is the general p-value used?<\/strong><\/p>\n<p>The p-value is a statistical measure that helps determine the significance of a statistical result. It provides evidence in favor or against a null hypothesis, which assumes that there is no difference or relationship between variables being tested. The general p-value used is typically 0.05, which means that there is a 5% chance of obtaining the observed results by chance alone. If the p-value is less than or equal to 0.05, it is considered statistically significant, suggesting that the null hypothesis should be rejected.<\/p>\n<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-is-the-general-p-value-used\/#What_is_a_p-value\" title=\"What is a p-value?\">What is a p-value?<\/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-is-the-general-p-value-used\/#Why_is_the_general_p-value_set_at_005\" title=\"Why is the general p-value set at 0.05?\">Why is the general p-value set at 0.05?<\/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-is-the-general-p-value-used\/#Can_a_p-value_be_larger_than_1\" title=\"Can a p-value be larger than 1?\">Can a p-value be larger than 1?<\/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-is-the-general-p-value-used\/#What_does_a_p-value_less_than_005_mean\" title=\"What does a p-value less than 0.05 mean?\">What does a p-value less than 0.05 mean?<\/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-is-the-general-p-value-used\/#What_does_a_p-value_greater_than_005_mean\" title=\"What does a p-value greater than 0.05 mean?\">What does a p-value greater than 0.05 mean?<\/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-is-the-general-p-value-used\/#Does_a_significant_p-value_guarantee_practical_significance\" title=\"Does a significant p-value guarantee practical significance?\">Does a significant p-value guarantee practical significance?<\/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-is-the-general-p-value-used\/#Can_a_non-significant_result_be_considered_as_evidence_of_no_effect\" title=\"Can a non-significant result be considered as evidence of no effect?\">Can a non-significant result be considered as evidence of no effect?<\/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-is-the-general-p-value-used\/#What_happens_if_the_p-value_is_exactly_005\" title=\"What happens if the p-value is exactly 0.05?\">What happens if the p-value is exactly 0.05?<\/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-is-the-general-p-value-used\/#Can_the_p-value_alone_provide_conclusive_evidence\" title=\"Can the p-value alone provide conclusive evidence?\">Can the p-value alone provide conclusive evidence?<\/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-is-the-general-p-value-used\/#What_are_the_consequences_of_misinterpreting_a_p-value\" title=\"What are the consequences of misinterpreting a p-value?\">What are the consequences of misinterpreting a p-value?<\/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-is-the-general-p-value-used\/#Can_p-values_be_compared_between_different_studies\" title=\"Can p-values be compared between different studies?\">Can p-values be compared between different studies?<\/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-is-the-general-p-value-used\/#Are_smaller_p-values_always_more_meaningful\" title=\"Are smaller p-values always more meaningful?\">Are smaller p-values always more meaningful?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"What_is_a_p-value\"><\/span>What is a p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA p-value is a statistical measure that quantifies the likelihood of observing a result as extreme as the one obtained, assuming the null hypothesis is true.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Why_is_the_general_p-value_set_at_005\"><\/span>Why is the general p-value set at 0.05?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe choice of a 0.05 significance level for the general p-value is somewhat arbitrary, but it is widely accepted and used in many scientific studies, as it strikes a balance between minimizing errors and providing meaningful results.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Can_a_p-value_be_larger_than_1\"><\/span>Can a p-value be larger than 1?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a p-value cannot exceed 1. It represents the probability of observing the obtained result or a more extreme result if the null hypothesis is true, and probabilities cannot exceed 1.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_does_a_p-value_less_than_005_mean\"><\/span>What does a p-value less than 0.05 mean?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA p-value less than 0.05 suggests that the observed result is unlikely to have occurred by chance alone, providing evidence against the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_does_a_p-value_greater_than_005_mean\"><\/span>What does a p-value greater than 0.05 mean?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA p-value greater than 0.05 suggests that the observed result is likely to have occurred by chance alone, failing to provide sufficient evidence against the null hypothesis.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Does_a_significant_p-value_guarantee_practical_significance\"><\/span>Does a significant p-value guarantee practical significance?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, while a significant p-value indicates the likelihood of a result occurring by chance, it does not necessarily imply practical importance or meaningfulness of the observed effect. Practical significance depends on the context and interpretation of the results.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Can_a_non-significant_result_be_considered_as_evidence_of_no_effect\"><\/span>Can a non-significant result be considered as evidence of no effect?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, a non-significant result does not necessarily provide evidence of no effect. It simply means that there is not enough statistical evidence to reject the null hypothesis; however, factors such as sample size, study design, and effect size need to be considered.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_happens_if_the_p-value_is_exactly_005\"><\/span>What happens if the p-value is exactly 0.05?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the p-value is exactly 0.05, it indicates a &#8220;borderline&#8221; result. In such cases, further investigation and interpretation are required to determine the significance of the findings.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Can_the_p-value_alone_provide_conclusive_evidence\"><\/span>Can the p-value alone provide conclusive evidence?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the p-value alone cannot provide conclusive evidence. It is one of many statistical tools used to support or refute a hypothesis, and its interpretation should always be combined with other relevant information and contextual considerations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_are_the_consequences_of_misinterpreting_a_p-value\"><\/span>What are the consequences of misinterpreting a p-value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nMisinterpreting a p-value can lead to erroneous conclusions. Both false positives (Type I errors) and false negatives (Type II errors) can occur if the p-value is misunderstood or misapplied. This can have serious implications, especially in research and decision-making contexts.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Can_p-values_be_compared_between_different_studies\"><\/span>Can p-values be compared between different studies?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nP-values alone should not be directly compared between different studies. Each study has its own unique context, sample size, and statistical power, which can affect the interpretation and validity of the p-value. It is important to consider the specific characteristics of each study separately.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Are_smaller_p-values_always_more_meaningful\"><\/span>Are smaller p-values always more meaningful?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhile smaller p-values indicate stronger evidence against the null hypothesis, their meaningfulness or practical significance still depends on other factors, such as effect size, study design, and context. Therefore, smaller p-values should not be the sole criterion for determining the importance or impact of a finding.<\/p>\n<p>In conclusion, the general p-value used is typically 0.05, providing a threshold to assess the statistical significance of results. However, it is important to note that interpretation of p-values should always be considered in conjunction with other statistical measures, scientific context, and practical implications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is the general p-value used? The p-value is a statistical measure that helps determine the significance of a statistical result. It provides evidence in favor or against a null hypothesis, which assumes that there is no difference or relationship between variables being tested. The general p-value used is typically 0.05, which means that there &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"What is the general p-value used?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/#more-253268\">Read more<span class=\"screen-reader-text\">What is the general p-value used?<\/span><\/a><\/p>\n","protected":false},"author":64,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-253268","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 is the general p-value used?<\/title>\n<meta name=\"description\" content=\"What is the general p-value used? 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It provides evidence","og_url":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-04-30T13:29:04+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2024\/03\/faq.png","type":"image\/png"}],"author":"Cheri Schmidt","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Cheri Schmidt","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/"},"author":{"name":"Cheri Schmidt","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/c76e2cbb558032cc4e544dc3103d3a04"},"headline":"What is the general p-value used?","datePublished":"2024-04-30T13:29:04+00:00","dateModified":"2024-04-30T13:29:04+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/"},"wordCount":632,"commentCount":0,"publisher":{"@id":"https:\/\/namso-gen.co\/blog\/#organization"},"articleSection":["Learn"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/","url":"https:\/\/namso-gen.co\/blog\/what-is-the-general-p-value-used\/","name":"What is the general p-value used?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-04-30T13:29:04+00:00","dateModified":"2024-04-30T13:29:04+00:00","description":"What is the general p-value used? The p-value is a statistical measure that helps determine the significance of a statistical result. 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