{"id":5920,"date":"2023-04-27T08:08:53","date_gmt":"2023-04-27T08:08:53","guid":{"rendered":"https:\/\/dsrc.haifa.ac.il\/?p=5920"},"modified":"2023-09-18T15:12:35","modified_gmt":"2023-09-18T15:12:35","slug":"can-cognitive-biases-during-pregnancy-predict-future-development-of-postpartum-depression-and-ptsd","status":"publish","type":"post","link":"https:\/\/dsrc.haifa.ac.il\/?p=5920","title":{"rendered":"Can cognitive biases during pregnancy predict future development of postpartum depression and PTSD?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5920\" class=\"elementor elementor-5920\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-897fd47 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"897fd47\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-193f1ef\" data-id=\"193f1ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-53ba031 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"53ba031\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_mobile&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Can cognitive biases during pregnancy predict future development of postpartum depression and PTSD?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-bb9b214 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bb9b214\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-856ed41\" data-id=\"856ed41\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-59885ac elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"59885ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_mobile&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Vanessa Cywiak, Eyal Fruchter, Ido Solt - Technion<br>\nHadas Okon-Singer, Nur Givon-Benjio - Department of Psychology<br>\nHagit Hel-Or - Department of Computer Science\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0207491 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0207491\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-1c1b939 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c1b939\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-df05975\" data-id=\"df05975\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-0b8f86e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0b8f86e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-1f60a82\" data-id=\"1f60a82\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-03a1ce2 elementor-widget elementor-widget-text-editor\" data-id=\"03a1ce2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u00a0Artificial Intelligence<br \/>Computer Vision<br \/><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-65bdf4f\" data-id=\"65bdf4f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aa7bf39 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"aa7bf39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Health<br \/>Psychology<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-b51250f\" data-id=\"b51250f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f61e91d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"f61e91d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Dataset Collection Grant 2023<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc4668e elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"bc4668e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignleft\" src=\"https:\/\/dsrc.haifa.ac.il\/images\/BLOG19.jpg\" alt=\"BLOG19\" width=\"244\" height=\"366\" data-pagespeed-url-hash=\"3458827438\" \/><\/p><p>Postpartum Depression and Postpartum Post-Traumatic Stress Disorder are psychiatric conditions that can result in severe problems such as child neglect, and in extreme cases may even provoke suicide or neonatal murder. About 10-15% of pregnant women will develop these disorders after delivery. In addition to mothers\u2019 symptoms, problems in attachment with the new baby are highly related to\u00a0<span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.cambridge.org\/core\/journals\/psychological-medicine\/article\/abs\/depressive-symptoms-in-early-pregnancy-disrupt-attentional-processing-of-infant-emotion\/08157F70F5D15BA6C4BCCDDAFF5E1CF3\">these disorders<\/a><\/strong><\/span>.<\/p><p>We developed a battery of sensitive cognitive tasks to examine whether cognitive biases\u00a0<em>during pregnancy<\/em>\u00a0can predict future development of postpartum depression and PTSD.<\/p><p>Preliminary findings based on a sample of 37 pregnant women show that future development of postpartum depression can be predicted by biases shown during the third trimester of the pregnancy. Specifically, women who tend to develop symptoms of postpartum depression already show attention bias toward pictures of babies and exacerbated arousal toward angry pictures and more sadness in the presence of neutral baby faces. For more information\u00a0<a href=\"https:\/\/drive.google.com\/file\/d\/1hSvsTV85MIwlO9rkgs40Ks1un51x4f7H\/view?usp=sharing\">click here<\/a>.<\/p><p>By examining different cognitive biases and emotional measures, we were able to identify cognitive biases that serve as behavioral markers for future development of postpartum depression and PTSD. This knowledge may shed light on the mechanisms underlying adaptive vs. maladaptive biased processing patterns during pregnancy and ultimately lead to the development of individually tailored preventive treatment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-41cae9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"41cae9e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c805cc6\" data-id=\"c805cc6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de367a0 elementor-hidden-desktop elementor-widget elementor-widget-text-editor\" data-id=\"de367a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/dsrc.haifa.ac.il\/images\/BLOG19.jpg\" alt=\"BLOG19\" width=\"244\" height=\"366\" data-pagespeed-url-hash=\"3458827438\" \/><\/p><p>Postpartum Depression and Postpartum Post-Traumatic Stress Disorder are psychiatric conditions that can result in severe problems such as child neglect, and in extreme cases may even provoke suicide or neonatal murder. About 10-15% of pregnant women will develop these disorders after delivery. In addition to mothers\u2019 symptoms, problems in attachment with the new baby are highly related to\u00a0<span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.cambridge.org\/core\/journals\/psychological-medicine\/article\/abs\/depressive-symptoms-in-early-pregnancy-disrupt-attentional-processing-of-infant-emotion\/08157F70F5D15BA6C4BCCDDAFF5E1CF3\">these disorders<\/a><\/strong><\/span>.<\/p><p>We developed a battery of sensitive cognitive tasks to examine whether cognitive biases\u00a0<em>during pregnancy<\/em>\u00a0can predict future development of postpartum depression and PTSD.<\/p><p>Preliminary findings based on a sample of 37 pregnant women show that future development of postpartum depression can be predicted by biases shown during the third trimester of the pregnancy. Specifically, women who tend to develop symptoms of postpartum depression already show attention bias toward pictures of babies and exacerbated arousal toward angry pictures and more sadness in the presence of neutral baby faces. For more information\u00a0<a href=\"https:\/\/drive.google.com\/file\/d\/1hSvsTV85MIwlO9rkgs40Ks1un51x4f7H\/view?usp=sharing\">click here<\/a>.<\/p><p>By examining different cognitive biases and emotional measures, we were able to identify cognitive biases that serve as behavioral markers for future development of postpartum depression and PTSD. This knowledge may shed light on the mechanisms underlying adaptive vs. maladaptive biased processing patterns during pregnancy and ultimately lead to the development of individually tailored preventive treatment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d11c1ba elementor-widget elementor-widget-spacer\" data-id=\"d11c1ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Vanessa Cywiak, Hadas Okon-Singer, Nur Givon-Benjio, Ido Solt, Eyal Fruchter, Hagit Hel-Or<\/p>\n","protected":false},"author":93,"featured_media":6989,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"categories":[87,30,60,82,71,74,23],"tags":[46,33],"class_list":["post-5920","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-87","category-artificial-intelligence","category-computer-vision","category-database-collection","category-health","category-psychology","category-research-blog","tag-artificial-intelligence","tag-computer-vision","entry","has-media"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Vanessa Cywiak, Hadas Okon-Singer, Nur Givon-Benjio, Ido Solt, Eyal Fruchter, Hagit Hel-Or\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"maltman\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/dsrc.haifa.ac.il\/?p=5920\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Data Science Research Center - Data Science Research Center\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Can cognitive biases during pregnancy predict future development of postpartum depression and PTSD? 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