{"id":849,"date":"2023-11-30T15:22:32","date_gmt":"2023-11-30T15:22:32","guid":{"rendered":"https:\/\/trydatatherapy.com\/project\/kol-mapping-of-scientific-key-opinion-leaders-digital-opinion-leaders\/"},"modified":"2023-12-29T11:19:08","modified_gmt":"2023-12-29T11:19:08","slug":"kol-mapping-of-scientific-key-opinion-leaders-digital-opinion-leaders","status":"publish","type":"project","link":"https:\/\/trydatatherapy.com\/en\/project\/kol-mapping-of-scientific-key-opinion-leaders-digital-opinion-leaders\/","title":{"rendered":"KOL mapping of scientific key opinion leaders & digital opinion leaders"},"content":{"rendered":"

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Home<\/a> > Medical affairs tools<\/a> > KOL mapping of scientific key opinion leaders & digital opinion leaders.<\/a><\/p>\n

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Real World KOL Mapping.<\/h4>\n

We accomplish with the key opinion leaders mapping process following these steps:<\/p>\n

 <\/p>\n

 <\/p>\n

Step 1: Project Definition (topics identification and scope based on our discussion with the client)<\/h6>\n
    \n
  • Definition of category\/topic, subcategories\/subtopics.<\/li>\n
  • Definition of subject matter experts (SME) by geograpich area\/expertise area\/sub-expertise area.<\/li>\n<\/ul>\n

     <\/p>\n

    Stage 2: Application of Machine learning (ML) and natural language processing (NLP) proceedings for identifying topics and subtopics (data collection)<\/h6>\n
      \n
    • Search strategy construction according to the different scientific data sources requirement (including grey literature sources), selected scientific website and scientific social networks<\/li>\n<\/ul>\n

       <\/p>\n

      Stage 3: Data Analysis<\/h6>\n
        \n
      • Data integration: results of multiple data sources are integrated. Then, relevant data is filtered in order to make the initial database.<\/li>\n
      • Data is augmentation and processing.<\/li>\n
      • Data analysis, distillation and clustering: Using machine learning techniques and other methods, data is cleaned, standardized and structured (clustering, normalization and indexing process).<\/li>\n<\/ul>\n

         <\/p>\n

        Stage 4: Key opinion leaders (KOL) identification based on topics on interests<\/h6>\n
          \n
        • Scientific KOL identification I (only based on clusters of scientific data)<\/li>\n
        • Scientific KOL identification II (only based on clusters of social networks\/websites)<\/li>\n
        • Real world evidence KOL (scientific + social networks\/websites)<\/li>\n<\/ul>\n

           <\/p>\n

          In all cases we develop:<\/h6>\n
            \n
          • Analysis KOL’s level of influence and connections<\/li>\n
          • Stratification of KOLs based on their geographic location, area\/sub-area of expertise, and level of influence (scoring system).<\/li>\n
          • Continuous monitor and update the KOL mapping project to ensure that it remains relevant and up-to-date
            Use advanced analytics and visualization tools (design the user interface or the web-based program) to examine the data and connection of identified KOLs.<\/li>\n<\/ul>\n

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            Home > Medical affairs tools > KOL mapping of scientific key opinion leaders & digital opinion leaders.Real World KOL Mapping. We accomplish with the key opinion leaders mapping process following these steps:     Step 1: Project Definition (topics identification and scope based on our discussion with the client) Definition of category\/topic, subcategories\/subtopics. Definition of […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"project_category":[],"project_tag":[],"class_list":["post-849","project","type-project","status-publish","hentry"],"yoast_head":"\nKOL mapping of scientific key opinion leaders & digital opinion leaders | Datatherapy<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/trydatatherapy.com\/en\/project\/kol-mapping-of-scientific-key-opinion-leaders-digital-opinion-leaders\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"KOL mapping of scientific key opinion leaders & digital opinion leaders | Datatherapy\" \/>\n<meta property=\"og:description\" content=\"Home > Medical affairs tools > KOL mapping of scientific key opinion leaders & digital opinion leaders.Real World KOL Mapping. 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