{"id":8235,"date":"2026-01-27T15:41:02","date_gmt":"2026-01-27T14:41:02","guid":{"rendered":"https:\/\/searchstudies.org\/?page_id=8235"},"modified":"2026-03-11T15:00:44","modified_gmt":"2026-03-11T14:00:44","slug":"sem-and-knowledge-gain","status":"publish","type":"page","link":"https:\/\/searchstudies.org\/de\/research\/sem-and-knowledge-gain\/","title":{"rendered":"SEM and Knowledge Gain"},"content":{"rendered":"<p><section class=\"kc-elm kc-css-130247 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-953772 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-141169\" style=\"height: 40px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-687441 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-353143 kc_col-sm-7 kc_column kc_col-sm-7\"><div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-286014 kc-title-wrap\">\n\n\t<h2 class=\"kc_title\">How Search Engine Marketing Influences User Knowledge Gain<\/h2>\n<\/div>\n<div class=\"kc-elm kc-css-303569 kc_text_block\"><\/p>\n<p style=\"text-align: left;\">Development and Empirical Testing of an Information Search Behavior Model<\/p>\n<p>\n<\/div><\/div><\/div><div class=\"kc-elm kc-css-41964 kc_col-sm-5 kc_column kc_col-sm-5\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-707515\" style=\"height: 20px; clear: both; width:100%;\"><\/div>\n<div class=\"kc-elm kc-css-741198\">\n\t<a class=\"kc_button white-button\" href=\"#\" onclick=\"\">\n\t\t<i class=\"fa-leaf\"><\/i> Full Thesis (not published yet)\t<\/a>\n<\/div>\n<div class=\"kc-elm kc-css-768838\" style=\"height: 8px; clear: both; width:100%;\"><\/div>\n<div class=\"kc-elm kc-css-157225\">\n\t<a class=\"kc_button white-button\" href=\"#core-results\" target=\"_self\" title=\"\" onclick=\"\">\n\t\tView Key Findings\t<\/a>\n<\/div>\n<\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-295834 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-368078 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-885727\" style=\"height: 40px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-694756 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-613229 kc_col-sm-7 kc_column kc_col-sm-7\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-400004 kc_text_block\"><\/p>\n<h3>The Quality Paradox<\/h3>\n<p style=\"text-align: left;\">People rely on search engines to curate information, usually clicking the top results. Content providers use <strong>Search Engine Marketing (SEM)<\/strong> to secure these spots.<\/p>\n<p>\n<\/div><div class=\"kc-elm kc-css-78986 kc_row kc_row_inner\"><div class=\"kc-elm kc-css-329120 kc_col-sm-1 kc_column_inner kc_col-sm-1\"><div class=\"kc_wrapper kc-col-inner-container\"><div class=\"kc-elm kc-css-224603 kc-icon-wrapper\">\n\t\t<i class=\"ion-android-arrow-up\"><\/i>\n\t<\/div>\n<\/div><\/div><div class=\"kc-elm kc-css-788240 kc_col-sm-11 kc_column_inner kc_col-sm-11\"><div class=\"kc_wrapper kc-col-inner-container\"><div class=\"kc-elm kc-css-177462 kc_text_block\"><\/p>\n<p>\n<b>Representational Quality:<\/b> SEM ensures professionally designed and concise content.<\/p>\n<p>\n<\/div><\/div><\/div><\/div><div class=\"kc-elm kc-css-108561 kc_row kc_row_inner\"><div class=\"kc-elm kc-css-275061 kc_col-sm-1 kc_column_inner kc_col-sm-1\"><div class=\"kc_wrapper kc-col-inner-container\"><div class=\"kc-elm kc-css-551722 kc-icon-wrapper\">\n\t\t<i class=\"ion-android-arrow-down\"><\/i>\n\t<\/div>\n<\/div><\/div><div class=\"kc-elm kc-css-453367 kc_col-sm-11 kc_column_inner kc_col-sm-11\"><div class=\"kc_wrapper kc-col-inner-container\"><div class=\"kc-elm kc-css-846204 kc_text_block\"><\/p>\n<p>\n<b>Intrinsic Quality:<\/b> Commercial motives can impact intrinsic quality, such as objectivity.<\/p>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"kc-elm kc-css-650413 kc_col-sm-1 kc_column kc_col-sm-1\"><div class=\"kc-col-container\"><\/div><\/div><div class=\"kc-elm kc-css-342205 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-148232\">\n                        <h3 class=\"card-title\">Central Question<\/h3><p><i>\u201cTo what extent do SEM-driven pages differ in quality, and how does this impact user knowledge gain?\u201d<\/i><\/p>\n\n                <\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-882058 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-822187 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-697303\" style=\"height: 40px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-84877 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-834436 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-125478 kc_text_block\"><\/p>\n<h2 class=\"text-3xl font-bold mb-8 text-gray-900\" style=\"text-align: center;\">The Research Model<\/h2>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-986433 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-340482 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-401846\"><figure class=\"icon-card-limn\">\n                            <i class=\"fa-clipboard-list\"><\/i>\n                          <\/figure>\n                        <h3 class=\"card-title\">01. Survey<\/h3><p>Quota sample of 2,403 German Internet users conducting specific search tasks to analyze their knowledge gain.<\/p>\n\n                <\/div><\/div><\/div><div class=\"kc-elm kc-css-297374 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-441860\"><figure class=\"icon-card-limn\">\n                            <i class=\"fa-thumbs-up\"><\/i>\n                          <\/figure>\n                        <h3 class=\"card-title\">02. Evaluation<\/h3><p>Experts assessed results based on intrinsic and representational quality.<\/p>\n\n                <\/div><\/div><\/div><div class=\"kc-elm kc-css-784410 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-617682\"><figure class=\"icon-card-limn\">\n                            <i class=\"fa-share-alt\"><\/i>\n                          <\/figure>\n                        <h3 class=\"card-title\">03. Modeling<\/h3><p>Structural equation modeling tested the relationships between SEM and user knowledge gain.<\/p>\n\n                <\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-994228 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-438535 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-753645 kc_text_block\"><\/p>\n<h2 id=\"core-results\" class=\"text-3xl font-bold mb-8 text-gray-900\" style=\"text-align: center;\">Core Results<\/h2>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-384653 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-643700 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-143983\"><figure class=\"icon-card-limn\">\n                            <i class=\"fa-leaf\"><\/i>\n                          <\/figure>\n                        <h3 class=\"card-title\">Organic is Best<\/h3><p>High intrinsic quality in organic results leads to better knowledge gain.<\/p>\n\n                <\/div><\/div><\/div><div class=\"kc-elm kc-css-915332 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-790765\"><figure class=\"icon-card-limn\">\n                            <i class=\"fab-adversal\"><\/i>\n                          <\/figure>\n                        <h3 class=\"card-title\">Ad Limitations<\/h3><p>Paid ads are associated with lower-quality content for learning purposes.<\/p>\n\n                <\/div><\/div><\/div><div class=\"kc-elm kc-css-807520 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-496109\"><figure class=\"icon-card-limn\">\n                            <i class=\"fa-university\"><\/i>\n                          <\/figure>\n                        <h3 class=\"card-title\">Literacy Matters<\/h3><p>High search engine literacy helps users identify better content.<\/p>\n\n                <\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-213210 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-498873 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-941429 divider_line\">\n\t<div class=\"divider_inner divider_line1\">\n\t\t\t<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-139919 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-620953 kc_col-sm-8 kc_column kc_col-sm-8\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-239503\">\n                        <h3 class=\"card-title\">Publikationen<\/h3><p>Schulthei\u00df, S. (2023). How search engine marketing influences user knowledge gain: Development and empirical testing of an information search behavior model. ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR \u201923), March 19\u201323, 2023, Austin, TX, USA. <a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3576840.3578297\">https:\/\/dl.acm.org\/doi\/10.1145\/3576840.3578297<i class=\"fa-solid fa-arrow-up-right-from-square ml-1 text-xs\"><\/i><\/a><\/p>\n\n                <\/div><\/div><\/div><div class=\"kc-elm kc-css-968023 kc_col-sm-4 kc_column kc_col-sm-4\"><div class=\"kc-col-container\"> <div class=\"icon-card text-center kc-elm kc-css-728916\">\n                        <h3 class=\"card-title\">Project Details<\/h3><p>Author<br \/>\n<a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/searchstudies.org\/de\/team\/schultheiss\/\" rel=\"noopener\">Sebastian Schulthei\u00df <i class=\"fa-solid fa-arrow-up-right-from-square ml-1 text-xs\"><\/i><\/a><\/p>\n<p>Supervisors<br \/>\n<a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/www.ibi.hu-berlin.de\/de\/institut\/personen\/petras\" target=\"_blank\" rel=\"noopener\">Vivien Petras <\/a>,<br \/>\n<a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/searchstudies.org\/de\/team\/dirk-lewandowski\/\" rel=\"noopener\">Dirk Lewandowski <i class=\"fa-solid fa-arrow-up-right-from-square ml-1 text-xs\"><\/i><\/a>,<br \/>\n<a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/www.strath.ac.uk\/staff\/ruthvenianprof\/\" target=\"_blank\" rel=\"noopener\">Ian Ruthven <i class=\"fa-solid fa-arrow-up-right-from-square ml-1 text-xs\"><\/i><\/a><\/p>\n<p>In cooperation with<br \/>\n<a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/www.ibi.hu-berlin.de\/en\" target=\"_blank\" rel=\"noopener\">Humboldt-Universit\u00e4t zu Berlin <i class=\"fa-solid fa-arrow-up-right-from-square ml-1 text-xs\"><\/i><br \/>\n<\/a><\/p>\n<p><span class=\"block text-gray-500 uppercase tracking-widest text-[10px] font-bold\">Duration<br \/>\n<\/span>2022\u20132025<br \/>\n<span class=\"block text-gray-500 uppercase tracking-widest text-[10px] font-bold\"><\/p>\n<p>Grade<br \/>\nSumma cum laude<\/p>\n<p>Affiliated with project<br \/>\n<a class=\"text-blue-600 font-semibold text-sm hover:underline\" href=\"https:\/\/searchstudies.org\/de\/research\/seo-effekt\/\" rel=\"noopener\">SEO-Effekt <i class=\"fa-solid fa-arrow-up-right-from-square ml-1 text-xs\"><\/i><\/a><\/p>\n\n                <\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-799139 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-614133 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-300861\" style=\"height: 40px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":23,"featured_media":250,"parent":2671,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.5 - 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