{"id":2111,"date":"2014-11-24T12:39:15","date_gmt":"2014-11-24T12:39:15","guid":{"rendered":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\/"},"modified":"2025-02-17T12:16:17","modified_gmt":"2025-02-17T12:16:17","slug":"safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication","status":"publish","type":"post","link":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication","title":{"rendered":"Safeguard your manuscript against suspected data fabrication and image duplication"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\"><strong>Case<\/strong>: While reviewing an author&#8217;s manuscript, our publication expert made the following observations:<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">1. The study documented a novel surgical procedure that was complicated and had high animal mortality. Such research is usually done <span style=\"color:#000000;\">on a large number of animals\u00a0(to account for animal death during the procedure), and at the end, the experimental groups have unequal numbers. However, in this specific study, the number of animals was uniform in all groups. This seemed a highly improbable result, and the author needed to explain how this was possible.\u00a0<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">2. Two figures appeared to have been taken from the same slide. Both images had the same cellular distribution, which was unlikely because the paper mentioned both slides as having been stained with two different antibodies.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\"><strong>Action<\/strong>: Our publication expert communicated his concerns to the author and intimated him of the possible problems that might occur if the paper was submitted in its present form.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">Regarding the first issue, we explained that the results might look fabricated. We asked the author to clarify how all the groups have the same number of animals. We recommended the manuscript should include a clear explanation of how he arrived at these numbers so that the journal does not suspect his data. He came back with a detailed clarification in which he provided a detailed breakup of the numbers in each animal group and separately provided the number of animals that died during the course of the experiment.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">With regards to our second observation about figures, we explained that the author could be suspected of image manipulation. We asked him to check the original image data files and if possible, replace the current image with a different one that conveys the finding accurately without raising any suspicion of image manipulation. The author replaced the image with another one that looked fine.\u00a0\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\"><strong>Summary<\/strong>: Data fabrication and image manipulation are considered to be violations of ethical standards of publication.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">The Office of Research Integrity (ORI) defines <a href=\"http:\/\/ori.hhs.gov\/definition-misconduct\">fabrication or falsification<\/a> of data as research misconduct:<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">(a)\u00a0<u>Fabrication<\/u>\u00a0is making up data or results and recording or reporting them.<\/p>\n<p>(b)\u00a0<u>Falsification<\/u>\u00a0is manipulating research materials, equipment, or processes, or changing or omitting data or results such that the research is not accurately represented in the research record.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:14px;\"><span style=\"font-family:verdana,geneva,sans-serif;\">Most journals have clear policies about how they deal with cases of fabrication or image manipulation. For instance, all Nature Publication Group (NPG) journals have outlined clear policies with regard to <a href=\"http:\/\/www.nature.com\/authors\/policies\/plagiarism.html\">plagiarism and fabrication<\/a> as well as <a href=\"http:\/\/www.nature.com\/authors\/policies\/image.html\">image integrity and standards<\/a>. If instances of misconduct related to these issues are detected, the author is asked for an explanation, and in case no explanation or an unsatisfactory explanation is provided, the author\u2019s institute is informed and an investigation carried out. In case of a published research, the paper is often <a href=\"https:\/\/www.editage.com\/insights\/what-every-researcher-should-know-about-retraction\/\">retracted<\/a>. Such cases of <a href=\"https:\/\/www.editage.com\/insights\/can-scientists-found-guilty-of-misconduct-be-rehabilitated\/\">misconduct can jeopardize a researcher\u2019s career<\/a>. Authors should, therefore, read the journal policies and guidelines about these issues very carefully and strictly follow them. Wherever possible, supplementary material and data should be provided to avoid any chances of suspicion.\u00a0<\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Case: While reviewing an author&#8217;s manuscript, our publication expert made the following observations: 1. The study documented a novel surgical procedure that was complicated and had high animal mortality. Such research is usually done on a large number of animals\u00a0(to account for animal death during the procedure), and at the end, the experimental groups have [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":33313,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[2418],"tags":[288,85],"new_categories":[],"new_tags":[],"series":[],"class_list":["post-2111","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research-ethics","tag-data-management","tag-research-misconduct"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Safeguard your manuscript against suspected data fabrication and image duplication | Editage Insights<\/title>\n<meta name=\"description\" content=\"While reviewing an author\u2019s manuscript, our publication expert observed that the result of an experiment seemed\u00a0highly improbable and one of the images provided seemed to be manipulated. This article tracks the details of this case and explains how an author can safeguarded his\/her study from suspicions of data fabrication and image manipulation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Safeguard your manuscript against suspected data fabrication and image duplication | Editage Insights\" \/>\n<meta property=\"og:description\" content=\"While reviewing an author\u2019s manuscript, our publication expert observed that the result of an experiment seemed\u00a0highly improbable and one of the images provided seemed to be manipulated. This article tracks the details of this case and explains how an author can safeguarded his\/her study from suspicions of data fabrication and image manipulation.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\" \/>\n<meta property=\"og:site_name\" content=\"Editage Insights\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Editage\" \/>\n<meta property=\"article:published_time\" content=\"2014-11-24T12:39:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-17T12:16:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2018\/10\/Safeguard-your-manuscript-against-data-fabrication-and-image-manipulation.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"656\" \/>\n\t<meta property=\"og:image:height\" content=\"336\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editage Insights\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Editage\" \/>\n<meta name=\"twitter:site\" content=\"@Editage\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editage Insights\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\"},\"author\":{\"name\":\"Editage Insights\",\"@id\":\"https:\/\/www.editage.com\/insights\/#\/schema\/person\/71ff452a0868e4716ad471b4a1ed6df6\"},\"headline\":\"Safeguard your manuscript against suspected data fabrication and image duplication\",\"datePublished\":\"2014-11-24T12:39:15+00:00\",\"dateModified\":\"2025-02-17T12:16:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\"},\"wordCount\":520,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.editage.com\/insights\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp\",\"keywords\":[\"data management\",\"research misconduct\"],\"articleSection\":[\"Research Ethics\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\",\"url\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\",\"name\":\"Safeguard your manuscript against suspected data fabrication and image duplication | Editage Insights\",\"isPartOf\":{\"@id\":\"https:\/\/www.editage.com\/insights\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp\",\"datePublished\":\"2014-11-24T12:39:15+00:00\",\"dateModified\":\"2025-02-17T12:16:17+00:00\",\"description\":\"While reviewing an author\u2019s manuscript, our publication expert observed that the result of an experiment seemed\u00a0highly improbable and one of the images provided seemed to be manipulated. This article tracks the details of this case and explains how an author can safeguarded his\/her study from suspicions of data fabrication and image manipulation.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage\",\"url\":\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp\",\"contentUrl\":\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp\",\"width\":656,\"height\":336},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.editage.com\/insights\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Safeguard your manuscript against suspected data fabrication and image duplication\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.editage.com\/insights\/#website\",\"url\":\"https:\/\/www.editage.com\/insights\/\",\"name\":\"Editage Insights\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.editage.com\/insights\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.editage.com\/insights\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.editage.com\/insights\/#organization\",\"name\":\"Editage Insights\",\"url\":\"https:\/\/www.editage.com\/insights\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.editage.com\/insights\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2024\/09\/editage-insights-logo-1-scaled.webp\",\"contentUrl\":\"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2024\/09\/editage-insights-logo-1-scaled.webp\",\"width\":2560,\"height\":324,\"caption\":\"Editage Insights\"},\"image\":{\"@id\":\"https:\/\/www.editage.com\/insights\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/Editage\",\"https:\/\/x.com\/Editage\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.editage.com\/insights\/#\/schema\/person\/71ff452a0868e4716ad471b4a1ed6df6\",\"name\":\"Editage Insights\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.editage.com\/insights\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9d33a4703576af04935cc28dc48b743638328ea5bb37abe951330e2024defb9e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9d33a4703576af04935cc28dc48b743638328ea5bb37abe951330e2024defb9e?s=96&d=mm&r=g\",\"caption\":\"Editage Insights\"},\"url\":\"https:\/\/www.editage.com\/insights\/editage-insights\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Safeguard your manuscript against suspected data fabrication and image duplication | Editage Insights","description":"While reviewing an author\u2019s manuscript, our publication expert observed that the result of an experiment seemed\u00a0highly improbable and one of the images provided seemed to be manipulated. This article tracks the details of this case and explains how an author can safeguarded his\/her study from suspicions of data fabrication and image manipulation.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication","og_locale":"en_US","og_type":"article","og_title":"Safeguard your manuscript against suspected data fabrication and image duplication | Editage Insights","og_description":"While reviewing an author\u2019s manuscript, our publication expert observed that the result of an experiment seemed\u00a0highly improbable and one of the images provided seemed to be manipulated. This article tracks the details of this case and explains how an author can safeguarded his\/her study from suspicions of data fabrication and image manipulation.","og_url":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication","og_site_name":"Editage Insights","article_publisher":"https:\/\/www.facebook.com\/Editage","article_published_time":"2014-11-24T12:39:15+00:00","article_modified_time":"2025-02-17T12:16:17+00:00","og_image":[{"width":656,"height":336,"url":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2018\/10\/Safeguard-your-manuscript-against-data-fabrication-and-image-manipulation.jpeg","type":"image\/jpeg"}],"author":"Editage Insights","twitter_card":"summary_large_image","twitter_creator":"@Editage","twitter_site":"@Editage","twitter_misc":{"Written by":"Editage Insights","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#article","isPartOf":{"@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication"},"author":{"name":"Editage Insights","@id":"https:\/\/www.editage.com\/insights\/#\/schema\/person\/71ff452a0868e4716ad471b4a1ed6df6"},"headline":"Safeguard your manuscript against suspected data fabrication and image duplication","datePublished":"2014-11-24T12:39:15+00:00","dateModified":"2025-02-17T12:16:17+00:00","mainEntityOfPage":{"@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication"},"wordCount":520,"commentCount":0,"publisher":{"@id":"https:\/\/www.editage.com\/insights\/#organization"},"image":{"@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage"},"thumbnailUrl":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp","keywords":["data management","research misconduct"],"articleSection":["Research Ethics"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication","url":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication","name":"Safeguard your manuscript against suspected data fabrication and image duplication | Editage Insights","isPartOf":{"@id":"https:\/\/www.editage.com\/insights\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage"},"image":{"@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage"},"thumbnailUrl":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp","datePublished":"2014-11-24T12:39:15+00:00","dateModified":"2025-02-17T12:16:17+00:00","description":"While reviewing an author\u2019s manuscript, our publication expert observed that the result of an experiment seemed\u00a0highly improbable and one of the images provided seemed to be manipulated. This article tracks the details of this case and explains how an author can safeguarded his\/her study from suspicions of data fabrication and image manipulation.","breadcrumb":{"@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#primaryimage","url":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp","contentUrl":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2025\/02\/editage-insights-generic-banner_298.webp","width":656,"height":336},{"@type":"BreadcrumbList","@id":"https:\/\/www.editage.com\/insights\/safeguard-your-manuscript-against-suspected-data-fabrication-and-image-duplication#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.editage.com\/insights\/"},{"@type":"ListItem","position":2,"name":"Safeguard your manuscript against suspected data fabrication and image duplication"}]},{"@type":"WebSite","@id":"https:\/\/www.editage.com\/insights\/#website","url":"https:\/\/www.editage.com\/insights\/","name":"Editage Insights","description":"","publisher":{"@id":"https:\/\/www.editage.com\/insights\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.editage.com\/insights\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.editage.com\/insights\/#organization","name":"Editage Insights","url":"https:\/\/www.editage.com\/insights\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.editage.com\/insights\/#\/schema\/logo\/image\/","url":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2024\/09\/editage-insights-logo-1-scaled.webp","contentUrl":"https:\/\/www.editage.com\/insights\/wp-content\/uploads\/2024\/09\/editage-insights-logo-1-scaled.webp","width":2560,"height":324,"caption":"Editage Insights"},"image":{"@id":"https:\/\/www.editage.com\/insights\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Editage","https:\/\/x.com\/Editage"]},{"@type":"Person","@id":"https:\/\/www.editage.com\/insights\/#\/schema\/person\/71ff452a0868e4716ad471b4a1ed6df6","name":"Editage Insights","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.editage.com\/insights\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9d33a4703576af04935cc28dc48b743638328ea5bb37abe951330e2024defb9e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9d33a4703576af04935cc28dc48b743638328ea5bb37abe951330e2024defb9e?s=96&d=mm&r=g","caption":"Editage Insights"},"url":"https:\/\/www.editage.com\/insights\/editage-insights"}]}},"_links":{"self":[{"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/posts\/2111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/comments?post=2111"}],"version-history":[{"count":0,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/posts\/2111\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/media\/33313"}],"wp:attachment":[{"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/media?parent=2111"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/categories?post=2111"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/tags?post=2111"},{"taxonomy":"new_categories","embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/new_categories?post=2111"},{"taxonomy":"new_tags","embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/new_tags?post=2111"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/www.editage.com\/insights\/wp-json\/wp\/v2\/series?post=2111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}