{"id":277,"date":"2025-05-12T18:56:17","date_gmt":"2025-05-13T02:56:17","guid":{"rendered":"https:\/\/attrisight.com\/?p=277"},"modified":"2025-05-12T18:56:17","modified_gmt":"2025-05-13T02:56:17","slug":"%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5","status":"publish","type":"post","link":"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/","title":{"rendered":"\u5982\u4f55\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u6210\u529f\u7684\u8425\u9500\u5f52\u56e0\u7b56\u7565"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 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\" style=\"cursor:inherit\">\u76ee\u5f55<\/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=\"\u5207\u6362\u76ee\u5f55\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u6362<\/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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Summary\" >\u6982\u62ec<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Introduction\" >\u5bfc\u8a00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Define_Your_Attribution_Goals_and_Objectives\" >\u5b9a\u4e49\u4f60\u7684\u5f52\u56e0\u76ee\u6807\u548c\u76ee\u7684<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Common_Attribution_Objectives\" >\u5171\u540c\u5f52\u56e0\u76ee\u6807<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Setting_Measurable_Goals\" >\u8bbe\u5b9a\u53ef\u8861\u91cf\u7684\u76ee\u6807<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Stakeholder_Alignment\" >\u5229\u76ca\u76f8\u5173\u8005\u534f\u8c03<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Audit_Your_Marketing_Technology_Stack\" >\u5ba1\u6838\u60a8\u7684\u8425\u9500\u6280\u672f\u5806\u6808<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Key_Components_to_Assess\" >\u9700\u8981\u8bc4\u4f30\u7684\u5173\u952e\u8981\u7d20<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Common_Technology_Gaps\" >\u5e38\u89c1\u7684\u6280\u672f\u5dee\u8ddd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Building_Your_MarTech_Roadmap\" >\u6784\u5efa\u4f60\u7684MarTech\u8def\u7ebf\u56fe<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Choose_the_Right_Attribution_Model\" >\u9009\u62e9\u6b63\u786e\u7684\u5f52\u56e0\u6a21\u578b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Common_Attribution_Models\" >\u5e38\u89c1\u5f52\u56e0\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Single-Touch_Models\" >\u5355\u70b9\u89e6\u63a7\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Multi-Touch_Models\" >\u591a\u70b9\u89e6\u63a7\u6a21\u578b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Selecting_Your_Model\" >\u9009\u62e9\u60a8\u7684\u578b\u53f7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Starting_Simple_and_Evolving\" >\u4ece\u7b80\u5355\u5f00\u59cb\uff0c\u4e0d\u65ad\u53d1\u5c55<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Implement_Proper_Tracking_and_Data_Collection\" >\u5b9e\u65bd\u9002\u5f53\u7684\u8ddf\u8e2a\u548c\u6570\u636e\u6536\u96c6<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Tracking_Fundamentals\" >\u8ffd\u8e2a\u57fa\u672c\u539f\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Common_Tracking_Challenges\" >\u5e38\u89c1\u7684\u8ffd\u8e2a\u6311\u6218<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Implementation_Best_Practices\" >\u5b9e\u65bd\u6700\u4f73\u5b9e\u8df5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Bridging_Online_and_Offline\" >\u8fde\u63a5\u7ebf\u4e0a\u7ebf\u4e0b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Set_Up_Your_Attribution_System\" >\u8bbe\u7f6e\u4f60\u7684\u5f52\u56e0\u7cfb\u7edf<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Attribution_Approaches\" >\u5f52\u56e0\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Key_Implementation_Steps\" >\u5173\u952e\u5b9e\u65bd\u6b65\u9aa4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Critical_Success_Factors\" >\u5173\u952e\u6210\u529f\u56e0\u7d20<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Analyze_and_Act_on_Attribution_Insights\" >\u5206\u6790\u5f52\u56e0\u6d1e\u5bdf\u5e76\u91c7\u53d6\u884c\u52a8<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Key_Analysis_Approaches\" >\u5173\u952e\u5206\u6790\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Turning_Insights_into_Actions\" >\u5c06\u6d1e\u5bdf\u8f6c\u5316\u4e3a\u884c\u52a8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Reporting_Best_Practices\" >\u62a5\u544a\u6700\u4f73\u5b9e\u8df5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Creating_a_Learning_Culture\" >\u521b\u5efa\u5b66\u4e60\u6587\u5316<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Integrate_Attribution_Across_Your_Organization\" >\u5728\u6574\u4e2a\u7ec4\u7ec7\u5185\u6574\u5408\u5f52\u56e0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Cross-Functional_Integration\" >\u8de8\u804c\u80fd\u6574\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Change_Management_Considerations\" >\u53d8\u66f4\u7ba1\u7406\u6ce8\u610f\u4e8b\u9879<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Common_Organizational_Challenges\" >\u5e38\u89c1\u7684\u7ec4\u7ec7\u6311\u6218<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Case_Study_Retail_Brand_Transforms_Marketing_Effectiveness\" >\u6848\u4f8b\u7814\u7a76\uff1a\u96f6\u552e\u54c1\u724c\u8f6c\u578b\u8425\u9500\u6548\u679c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#The_Challenge\" >\u6311\u6218<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#The_Approach\" >\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Key_Findings\" >\u4e3b\u8981\u53d1\u73b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Results\" >\u6210\u679c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#FAQs\" >\u5e38\u89c1\u95ee\u9898<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#How_much_does_it_cost_to_implement_marketing_attribution\" >\u5b9e\u65bd\u8425\u9500\u5f52\u56e0\u9700\u8981\u591a\u5c11\u8d39\u7528\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#How_long_does_it_take_to_implement_an_attribution_strategy\" >\u5b9e\u65bd\u5f52\u56e0\u7b56\u7565\u9700\u8981\u591a\u957f\u65f6\u95f4\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Whats_the_biggest_challenge_in_attribution_implementation\" >\u5f52\u56e0\u5b9e\u65bd\u4e2d\u6700\u5927\u7684\u6311\u6218\u662f\u4ec0\u4e48\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Can_small_businesses_benefit_from_marketing_attribution\" >\u5c0f\u578b\u4f01\u4e1a\u53ef\u4ee5\u4ece\u8425\u9500\u5f52\u56e0\u4e2d\u53d7\u76ca\u5417\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#How_does_attribution_work_with_privacy_regulations_like_GDPR_and_CCPA\" >\u5f52\u56e0\u5982\u4f55\u4e0e GDPR \u548c CCPA \u7b49\u9690\u79c1\u6cd5\u89c4\u914d\u5408\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Academic_References\" >\u5b66\u672f\u53c2\u8003<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Practical_Implementation_Checklist\" >\u5b9e\u9645\u5b9e\u65bd\u6e05\u5355<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/attrisight.com\/zh\/%e5%a6%82%e4%bd%95%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e6%9e%84%e5%bb%ba%e6%88%90%e5%8a%9f%e7%9a%84%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e7%ad%96%e7%95%a5\/#Conclusion\" >\u7ed3\u8bba<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"summary\" tabindex=\"-1\" data-source-line=\"3-3\"><span class=\"ez-toc-section\" id=\"Summary\"><\/span>\u6982\u62ec<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5bf9\u4e8e\u5bfb\u6c42\u4e86\u89e3\u54ea\u4e9b\u8425\u9500\u5de5\u4f5c\u771f\u6b63\u80fd\u591f\u5e26\u6765\u6210\u679c\u7684\u73b0\u4ee3\u4f01\u4e1a\u800c\u8a00\uff0c\u6784\u5efa\u6210\u529f\u7684\u8425\u9500\u5f52\u56e0\u7b56\u7565\u81f3\u5173\u91cd\u8981\u3002\u672c\u6587\u63d0\u4f9b\u4e86\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u5f52\u56e0\u6846\u67b6\u7684\u5168\u9762\u8def\u7ebf\u56fe\uff0c\u6db5\u76d6\u4e86\u4ece\u8bbe\u5b9a\u76ee\u6807\u3001\u9009\u62e9\u6a21\u578b\u5230\u5b9e\u65bd\u6311\u6218\u548c\u4f18\u5316\u6280\u5de7\u7684\u65b9\u65b9\u9762\u9762\u3002\u901a\u8fc7\u5b9e\u7528\u6b65\u9aa4\u3001\u4e13\u5bb6\u89c1\u89e3\u548c\u771f\u5b9e\u6848\u4f8b\uff0c\u5404\u7ea7\u8425\u9500\u4eba\u5458\u90fd\u80fd\u83b7\u5f97\u6240\u9700\u7684\u77e5\u8bc6\uff0c\u4ece\u800c\u5236\u5b9a\u51fa\u80fd\u591f\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u6d1e\u5bdf\u5e76\u6700\u5927\u5316\u8425\u9500\u6295\u8d44\u56de\u62a5\u7684\u5f52\u56e0\u7b56\u7565\u3002\n<h2 id=\"introduction\" tabindex=\"-1\" data-source-line=\"7-7\"><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>\u5bfc\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u5f53\u4eca\u9ad8\u5ea6\u4e92\u8054\u7684\u4e16\u754c\u91cc\uff0c\u5ba2\u6237\u5728\u505a\u51fa\u8d2d\u4e70\u51b3\u5b9a\u4e4b\u524d\uff0c\u4f1a\u901a\u8fc7\u65e0\u6570\u7684\u89e6\u70b9\u4e0e\u60a8\u7684\u54c1\u724c\u4e92\u52a8\u3002\u793e\u4ea4\u5a92\u4f53\u5e7f\u544a\u53ef\u80fd\u4f1a\u6fc0\u53d1\u6700\u521d\u7684\u5174\u8da3\uff0c\u968f\u540e\u662f\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u6d3b\u52a8\u6765\u57f9\u517b\u53c2\u4e0e\u5ea6\uff0c\u6700\u540e\u662f\u63a8\u52a8\u5b9e\u9645\u8f6c\u5316\u7684\u641c\u7d22\u5e7f\u544a\u3002\u4f46\u662f\uff0c\u8fd9\u4e9b\u89e6\u70b9\u4e2d\u54ea\u4e00\u4e2a\u5e94\u8be5\u5bf9\u9500\u552e\u4ea7\u751f\u5f71\u54cd\uff1f\u6bcf\u4e2a\u89e6\u70b9\u5bf9\u5ba2\u6237\u51b3\u7b56\u7684\u8d21\u732e\u6709\u591a\u5927\uff1f\u8fd9\u4e9b\u95ee\u9898\u662f\u8425\u9500\u5f52\u56e0\u7684\u6838\u5fc3\u2014\u2014\u8bc6\u522b\u54ea\u4e9b\u8425\u9500\u6d3b\u52a8\u6709\u52a9\u4e8e\u9500\u552e\u6216\u8f6c\u5316\uff0c\u5e76\u4e3a\u6bcf\u79cd\u6d3b\u52a8\u5206\u914d\u9002\u5f53\u7684\u529f\u52b3\u3002\u5982\u679c\u6ca1\u6709\u6b63\u786e\u7684\u5f52\u56e0\uff0c\u8425\u9500\u4eba\u5458\u53ef\u80fd\u4f1a\u9519\u8bef\u5206\u914d\u8d44\u6e90\u3001\u8bef\u89e3\u8425\u9500\u6d3b\u52a8\u7684\u6548\u679c\uff0c\u5e76\u9519\u5931\u4f18\u5316\u673a\u4f1a\u3002\u201c\u6211\u82b1\u5728\u5e7f\u544a\u4e0a\u7684\u94b1\u6709\u4e00\u534a\u88ab\u6d6a\u8d39\u4e86\uff1b\u95ee\u9898\u662f\uff0c\u6211\u4e0d\u77e5\u9053\u662f\u54ea\u4e00\u534a\uff0c\u201d\u7ea6\u7ff0\u00b7\u6c83\u7eb3\u6885\u514b\uff08John Wanamaker\uff09\u4e00\u4e2a\u591a\u4e16\u7eaa\u524d\u66fe\u8bf4\u8fc7\u3002\u5c3d\u7ba1\u73b0\u4ee3\u8425\u9500\u4eba\u5458\u62e5\u6709\u66f4\u591a\u53ef\u7528\u7684\u6570\u636e\u548c\u5de5\u5177\uff0c\u4f46\u8bb8\u591a\u4eba\u4ecd\u7136\u96be\u4ee5\u5e94\u5bf9\u8fd9\u4e00\u6839\u672c\u6311\u6218\u3002\u6839\u636eGartner\u6700\u8fd1\u7684\u4e00\u9879\u8c03\u67e5\uff0c63%\u7684\u8425\u9500\u9886\u5bfc\u8005\u4ecd\u7136\u53d1\u73b0\u96be\u4ee5\u6709\u6548\u5730\u8861\u91cf\u8425\u9500\u7ee9\u6548\u3002\u6784\u5efa\u6210\u529f\u7684\u5f52\u56e0\u7b56\u7565\u4e0d\u4ec5\u4ec5\u662f\u9009\u62e9\u5408\u9002\u7684\u6280\u672f\u2014\u2014\u5b83\u9700\u8981\u5468\u5bc6\u7684\u89c4\u5212\u3001\u8de8\u804c\u80fd\u534f\u4f5c\u4ee5\u53ca\u5bf9\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u7684\u6295\u5165\u3002\u65e0\u8bba\u60a8\u662f\u4ece\u96f6\u5f00\u59cb\uff0c\u8fd8\u662f\u5e0c\u671b\u6539\u8fdb\u73b0\u6709\u65b9\u6cd5\uff0c\u672c\u6307\u5357\u90fd\u5c06\u5f15\u5bfc\u60a8\u5b8c\u6210\u521b\u5efa\u5f52\u56e0\u6846\u67b6\u7684\u57fa\u672c\u6b65\u9aa4\uff0c\u4ece\u800c\u4e3a\u60a8\u7684\u4e1a\u52a1\u63d0\u4f9b\u6709\u610f\u4e49\u7684\u6d1e\u5bdf\u3002\u5bf9\u4e8e\u5bfb\u6c42\u8425\u9500\u5f52\u56e0\u4e13\u4e1a\u77e5\u8bc6\u548c\u5de5\u5177\u7684\u7ec4\u7ec7\uff0c\u00a0<a href=\"https:\/\/attrisight.com\/zh\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u89c6\u529b<\/a>\u00a0\u63d0\u4f9b\u65e8\u5728\u63d0\u9ad8\u6d4b\u91cf\u51c6\u786e\u6027\u548c\u63a8\u52a8\u66f4\u597d\u7684\u8425\u9500\u51b3\u7b56\u7684\u89e3\u51b3\u65b9\u6848\u3002\n<h2 id=\"define-your-attribution-goals-and-objectives\" tabindex=\"-1\" data-source-line=\"19-19\"><span class=\"ez-toc-section\" id=\"Define_Your_Attribution_Goals_and_Objectives\"><\/span>\u5b9a\u4e49\u4f60\u7684\u5f52\u56e0\u76ee\u6807\u548c\u76ee\u7684<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u6df1\u5165\u7814\u7a76\u5f52\u56e0\u6a21\u578b\u548c\u6280\u672f\u4e4b\u524d\uff0c\u52a1\u5fc5\u660e\u786e\u60a8\u7684\u5f52\u56e0\u7b56\u7565\u76ee\u6807\u3002\u60a8\u7684\u76ee\u6807\u5c06\u5f71\u54cd\u60a8\u540e\u7eed\u7684\u6bcf\u4e00\u4e2a\u51b3\u7b56\uff0c\u4ece\u6570\u636e\u6536\u96c6\u5230\u6a21\u578b\u5b9e\u65bd\uff0c\u65e0\u6240\u4e0d\u5305\u3002\n<h3 id=\"common-attribution-objectives\" tabindex=\"-1\" data-source-line=\"23-23\"><span class=\"ez-toc-section\" id=\"Common_Attribution_Objectives\"><\/span>\u5171\u540c\u5f52\u56e0\u76ee\u6807<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"25-31\">\n<li data-source-line=\"25-25\"><strong>\u6e20\u9053\u6709\u6548\u6027<\/strong>\uff1a\u4e86\u89e3\u54ea\u4e9b\u8425\u9500\u6e20\u9053\u80fd\u5e26\u6765\u6700\u4f73\u6548\u679c<\/li>\n<li data-source-line=\"26-26\"><strong>\u9884\u7b97\u4f18\u5316<\/strong>\uff1a\u5c06\u8d44\u6e90\u5206\u914d\u7ed9\u7ee9\u6548\u6700\u9ad8\u7684\u6d3b\u52a8<\/li>\n<li data-source-line=\"27-27\"><strong>\u5ba2\u6237\u65c5\u7a0b\u6d1e\u5bdf<\/strong>\uff1a\u7ed8\u5236\u5ba2\u6237\u8f6c\u5316\u524d\u7684\u5178\u578b\u8def\u5f84<\/li>\n<li data-source-line=\"28-28\"><strong>\u5e7f\u544a\u6d3b\u52a8\u6548\u679c<\/strong>\uff1a\u8861\u91cf\u8de8\u6e20\u9053\u7279\u5b9a\u8425\u9500\u6d3b\u52a8\u7684\u6709\u6548\u6027<\/li>\n<li data-source-line=\"29-29\"><strong>\u5185\u5bb9\u5f71\u54cd<\/strong>\uff1a\u8bc4\u4f30\u54ea\u4e9b\u5185\u5bb9\u7c7b\u578b\u80fd\u591f\u5e26\u6765\u6700\u591a\u7684\u53c2\u4e0e\u5ea6\u548c\u8f6c\u5316\u7387<\/li>\n<li data-source-line=\"30-31\"><strong>\u6295\u8d44\u56de\u62a5\u7387\u8ba1\u7b97<\/strong>\uff1a\u786e\u5b9a\u8425\u9500\u6d3b\u52a8\u7684\u6295\u8d44\u56de\u62a5\u7387<\/li>\n<\/ul>\n<h3 id=\"setting-measurable-goals\" tabindex=\"-1\" data-source-line=\"32-32\"><span class=\"ez-toc-section\" id=\"Setting_Measurable_Goals\"><\/span>\u8bbe\u5b9a\u53ef\u8861\u91cf\u7684\u76ee\u6807<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5c06\u8fd9\u4e9b\u5e7f\u6cdb\u7684\u76ee\u6807\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u3001\u53ef\u8861\u91cf\u7684\u76ee\u6807\uff1a\u274c\u201c\u63d0\u9ad8\u6211\u4eec\u5bf9\u6e20\u9053\u7ee9\u6548\u7684\u7406\u89e3\u201d\u2705\u201c\u786e\u5b9a\u54ea\u4e09\u4e2a\u6e20\u9053\u5728\u516d\u4e2a\u6708\u5185\u4e3a\u6211\u4eec\u7684\u4f01\u4e1a\u90e8\u95e8\u5e26\u6765\u6700\u9ad8\u7684\u8f6c\u5316\u7387\u201d\u274c\u201c\u66f4\u597d\u5730\u5206\u914d\u6211\u4eec\u7684\u8425\u9500\u9884\u7b97\u201d\u2705\u201c\u5230\u7b2c\u56db\u5b63\u5ea6\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u9884\u7b97\u91cd\u65b0\u5206\u914d\u5c06\u6574\u4f53\u8425\u9500\u6295\u8d44\u56de\u62a5\u7387\u63d0\u9ad8 15%\u201d\n<h3 id=\"stakeholder-alignment\" tabindex=\"-1\" data-source-line=\"42-42\"><span class=\"ez-toc-section\" id=\"Stakeholder_Alignment\"><\/span>\u5229\u76ca\u76f8\u5173\u8005\u534f\u8c03<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f52\u56e0\u5f71\u54cd\u591a\u4e2a\u90e8\u95e8\u2014\u2014\u5e02\u573a\u8425\u9500\u3001\u9500\u552e\u3001\u8d22\u52a1\u548c\u9ad8\u7ba1\u5c42\u3002\u53ca\u65e9\u4e0e\u5173\u952e\u5229\u76ca\u76f8\u5173\u8005\u534f\u8c03\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\uff1a\n<ol data-source-line=\"46-50\">\n<li data-source-line=\"46-46\"><strong>\u786e\u4fdd\u652f\u6301<\/strong>\uff1a\u83b7\u5f97\u5fc5\u8981\u7684\u652f\u6301\u548c\u8d44\u6e90<\/li>\n<li data-source-line=\"47-47\"><strong>\u5b9a\u4e49\u6307\u6807<\/strong>\uff1a\u786e\u4fdd\u6bcf\u4e2a\u4eba\u90fd\u540c\u610f\u5982\u4f55\u8861\u91cf\u6210\u529f<\/li>\n<li data-source-line=\"48-48\"><strong>\u8bbe\u5b9a\u671f\u671b<\/strong>\uff1a\u5236\u5b9a\u5207\u5408\u5b9e\u9645\u7684\u65f6\u95f4\u8868\u548c\u6210\u679c<\/li>\n<li data-source-line=\"49-50\"><strong>\u89e3\u51b3\u95ee\u9898<\/strong>\uff1a\u79ef\u6781\u5e94\u5bf9\u6f5c\u5728\u963b\u529b<\/li>\n<\/ol>\n\u4e0e\u5229\u76ca\u76f8\u5173\u8005\u4f1a\u9762\uff0c\u4e86\u89e3\u4ed6\u4eec\u7684\u4f18\u5148\u4e8b\u9879\uff0c\u89e3\u51b3\u4ed6\u4eec\u7684\u987e\u8651\uff0c\u5e76\u5c31\u5f52\u56e0\u76ee\u6807\u8fbe\u6210\u5171\u8bc6\u3002\u8bb0\u5f55\u534f\u8bae\uff0c\u4e3a\u60a8\u5236\u5b9a\u7b56\u7565\u63d0\u4f9b\u6e05\u6670\u7684\u53c2\u8003\u3002\n<h2 id=\"audit-your-marketing-technology-stack\" tabindex=\"-1\" data-source-line=\"53-53\"><span class=\"ez-toc-section\" id=\"Audit_Your_Marketing_Technology_Stack\"><\/span>\u5ba1\u6838\u60a8\u7684\u8425\u9500\u6280\u672f\u5806\u6808<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5f52\u56e0\u7b56\u7565\u7684\u6210\u529f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u60a8\u6536\u96c6\u3001\u6574\u5408\u548c\u5206\u6790\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u6570\u636e\u7684\u80fd\u529b\u3002\u5168\u9762\u5ba1\u6838\u60a8\u73b0\u6709\u7684\u8425\u9500\u6280\u672f\u5c06\u6709\u52a9\u4e8e\u8bc6\u522b\u5176\u80fd\u529b\u548c\u5dee\u8ddd\u3002\n<h3 id=\"key-components-to-assess\" tabindex=\"-1\" data-source-line=\"57-57\"><span class=\"ez-toc-section\" id=\"Key_Components_to_Assess\"><\/span>\u9700\u8981\u8bc4\u4f30\u7684\u5173\u952e\u8981\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"59-65\">\n<li data-source-line=\"59-59\"><strong>\u5206\u6790\u5e73\u53f0<\/strong>\uff1a\u7f51\u7ad9\u5206\u6790\u3001\u5e94\u7528\u5206\u6790\u3001\u884c\u4e3a\u5206\u6790\u5de5\u5177<\/li>\n<li data-source-line=\"60-60\"><strong>\u8425\u9500\u81ea\u52a8\u5316<\/strong>\uff1a\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf<\/li>\n<li data-source-line=\"61-61\"><strong>CRM \u548c\u9500\u552e\u5e73\u53f0<\/strong>\uff1a\u5ba2\u6237\u5173\u7cfb\u7ba1\u7406\u3001\u9500\u552e\u81ea\u52a8\u5316\u5de5\u5177<\/li>\n<li data-source-line=\"62-62\"><strong>\u5e7f\u544a\u5e73\u53f0<\/strong>\uff1a\u641c\u7d22\u3001\u793e\u4ea4\u3001\u5c55\u793a\u548c\u7a0b\u5e8f\u5316\u5e7f\u544a\u7cfb\u7edf<\/li>\n<li data-source-line=\"63-63\"><strong>\u6570\u636e\u7ba1\u7406<\/strong>\uff1a\u5ba2\u6237\u6570\u636e\u5e73\u53f0\u3001\u6570\u636e\u4ed3\u5e93\u3001\u6807\u7b7e\u7ba1\u7406\u7cfb\u7edf<\/li>\n<li data-source-line=\"64-65\"><strong>\u96c6\u6210\u80fd\u529b<\/strong>\uff1a\u7cfb\u7edf\u4e4b\u95f4\u7684 API\u3001\u8fde\u63a5\u5668\u548c\u6570\u636e\u6d41<\/li>\n<\/ol>\n<h3 id=\"common-technology-gaps\" tabindex=\"-1\" data-source-line=\"66-66\"><span class=\"ez-toc-section\" id=\"Common_Technology_Gaps\"><\/span>\u5e38\u89c1\u7684\u6280\u672f\u5dee\u8ddd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5728\u5ba1\u6838\u671f\u95f4\uff0c\u8bf7\u6ce8\u610f\u4ee5\u4e0b\u5e38\u89c1\u6311\u6218\uff1a\n<ul data-source-line=\"70-75\">\n<li data-source-line=\"70-70\"><strong>\u5b64\u7acb\u7684\u6570\u636e<\/strong>\uff1a\u4fe1\u606f\u88ab\u56f0\u5728\u4e0d\u76f8\u8fde\u7684\u7cfb\u7edf\u4e2d<\/li>\n<li data-source-line=\"71-71\"><strong>\u8ddf\u8e2a\u4e0d\u4e00\u81f4<\/strong>\uff1a\u8de8\u5e73\u53f0\u7684\u4e0d\u540c\u547d\u540d\u7ea6\u5b9a\u6216\u8ddf\u8e2a\u53c2\u6570<\/li>\n<li data-source-line=\"72-72\"><strong>\u4e0d\u5b8c\u6574\u7684\u5ba2\u6237\u89c6\u56fe<\/strong>\uff1a\u7f3a\u5c11\u7ebf\u4e0a\u6216\u7ebf\u4e0b\u63a5\u89e6\u70b9<\/li>\n<li data-source-line=\"73-73\"><strong>\u6570\u636e\u8d28\u91cf\u5dee<\/strong>\uff1a\u6570\u636e\u6536\u96c6\u4e0d\u51c6\u786e\u6216\u4e0d\u53ef\u9760<\/li>\n<li data-source-line=\"74-75\"><strong>\u6574\u5408\u6709\u9650<\/strong>\uff1a\u65e0\u6cd5\u6709\u6548\u76f8\u4e92\u6c9f\u901a\u7684\u7cfb\u7edf<\/li>\n<\/ul>\n<h3 id=\"building-your-martech-roadmap\" tabindex=\"-1\" data-source-line=\"76-76\"><span class=\"ez-toc-section\" id=\"Building_Your_MarTech_Roadmap\"><\/span>\u6784\u5efa\u4f60\u7684MarTech\u8def\u7ebf\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6839\u636e\u60a8\u7684\u5ba1\u8ba1\u7ed3\u679c\uff0c\u5236\u5b9a\u89e3\u51b3\u5173\u952e\u5dee\u8ddd\u7684\u8def\u7ebf\u56fe\uff1a\n<ol data-source-line=\"80-84\">\n<li data-source-line=\"80-80\"><strong>\u4f18\u5148\u8003\u8651\u9700\u6c42<\/strong>\uff1a\u9996\u5148\u5173\u6ce8\u5b9e\u73b0\u76ee\u6807\u6700\u91cd\u8981\u7684\u80fd\u529b<\/li>\n<li data-source-line=\"81-81\"><strong>\u8bc4\u4f30\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u7814\u7a76\u80fd\u591f\u586b\u8865\u5df2\u53d1\u73b0\u7a7a\u767d\u7684\u6280\u672f<\/li>\n<li data-source-line=\"82-82\"><strong>\u8003\u8651\u6784\u5efa\u8fd8\u662f\u8d2d\u4e70<\/strong>\uff1a\u786e\u5b9a\u662f\u5426\u5f00\u53d1\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u6216\u8d2d\u4e70\u73b0\u6709\u89e3\u51b3\u65b9\u6848<\/li>\n<li data-source-line=\"83-84\"><strong>\u521b\u5efa\u5b9e\u65bd\u65f6\u95f4\u8868<\/strong>\uff1a\u5236\u5b9a\u5207\u5408\u5b9e\u9645\u7684\u6280\u672f\u91c7\u7528\u65f6\u95f4\u8868<\/li>\n<\/ol>\n\u8bf7\u8bb0\u4f4f\uff0c\u5f00\u59cb\u5f52\u56e0\u5206\u6790\u5e76\u4e0d\u9700\u8981\u5b8c\u7f8e\u7684\u6280\u672f\u5339\u914d\u3002\u8bf7\u4ece\u60a8\u5f53\u524d\u7684\u80fd\u529b\u5165\u624b\uff0c\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u9010\u6b65\u8fbe\u5230\u7406\u60f3\u72b6\u6001\u3002\n<h2 id=\"choose-the-right-attribution-model\" tabindex=\"-1\" data-source-line=\"87-87\"><span class=\"ez-toc-section\" id=\"Choose_the_Right_Attribution_Model\"><\/span>\u9009\u62e9\u6b63\u786e\u7684\u5f52\u56e0\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5f52\u56e0\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6846\u67b6\uff0c\u7528\u4e8e\u5c06\u529f\u52b3\u5206\u914d\u7ed9\u4e0d\u540c\u7684\u8425\u9500\u63a5\u89e6\u70b9\u3002\u60a8\u9009\u62e9\u7684\u6a21\u578b\u5e94\u8be5\u4e0e\u60a8\u7684\u4e1a\u52a1\u76ee\u6807\u3001\u9500\u552e\u5468\u671f\u548c\u53ef\u7528\u6570\u636e\u76f8\u5339\u914d\u3002\n<h3 id=\"common-attribution-models\" tabindex=\"-1\" data-source-line=\"91-91\"><span class=\"ez-toc-section\" id=\"Common_Attribution_Models\"><\/span>\u5e38\u89c1\u5f52\u56e0\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4 id=\"single-touch-models\" tabindex=\"-1\" data-source-line=\"93-93\"><span class=\"ez-toc-section\" id=\"Single-Touch_Models\"><\/span>\u5355\u70b9\u89e6\u63a7\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"95-97\">\n<li data-source-line=\"95-95\"><strong>\u9996\u6b21\u63a5\u89e6\u5f52\u56e0<\/strong>\uff1a\u5c06 100% \u8bc4\u5206\u8d4b\u4e88\u5ba2\u6237\u65c5\u7a0b\u4e2d\u7684\u7b2c\u4e00\u4e2a\u63a5\u89e6\u70b9\u3002\u6709\u52a9\u4e8e\u4e86\u89e3\u54ea\u4e9b\u6e20\u9053\u80fd\u591f\u6709\u6548\u5efa\u7acb\u521d\u59cb\u8ba4\u77e5\u3002<\/li>\n<li data-source-line=\"96-97\"><strong>\u6700\u540e\u63a5\u89e6\u5f52\u56e0<\/strong>\uff1a\u5c06\u6240\u6709\u529f\u52b3\u5f52\u4e8e\u8f6c\u5316\u524d\u7684\u6700\u7ec8\u63a5\u89e6\u70b9\u3002\u6709\u52a9\u4e8e\u786e\u5b9a\u54ea\u4e9b\u6e20\u9053\u6700\u6709\u6548\u5730\u4fc3\u6210\u9500\u552e\u3002<\/li>\n<\/ul>\n<h4 id=\"multi-touch-models\" tabindex=\"-1\" data-source-line=\"98-98\"><span class=\"ez-toc-section\" id=\"Multi-Touch_Models\"><\/span>\u591a\u70b9\u89e6\u63a7\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul data-source-line=\"100-105\">\n<li data-source-line=\"100-100\"><strong>\u7ebf\u6027\u5f52\u56e0<\/strong>\uff1a\u5728\u5ba2\u6237\u65c5\u7a0b\u7684\u6240\u6709\u63a5\u89e6\u70b9\u4e0a\u5e73\u5747\u5206\u914d\u4fe1\u7528\u3002\u7b80\u5355\u4f46\u80fd\u8bc6\u522b\u51fa\u591a\u4e2a\u4e92\u52a8\u6709\u52a9\u4e8e\u8f6c\u5316\u3002<\/li>\n<li data-source-line=\"101-101\"><strong>\u65f6\u95f4\u8870\u51cf\u5f52\u56e0<\/strong>\uff1a\u7ed9\u4e88\u66f4\u63a5\u8fd1\u8f6c\u5316\u7684\u63a5\u89e6\u70b9\u66f4\u591a\u6743\u91cd\u3002\u9002\u7528\u4e8e\u9500\u552e\u5468\u671f\u8f83\u957f\u3001\u8fd1\u671f\u4e92\u52a8\u53ef\u80fd\u4ea7\u751f\u66f4\u5927\u5f71\u54cd\u7684\u60c5\u51b5\u3002<\/li>\n<li data-source-line=\"102-102\"><strong>\u57fa\u4e8e\u4f4d\u7f6e\uff08U \u578b\uff09\u5f52\u56e0<\/strong>\uff1a\u901a\u5e38\u5c06 40% \u5206\u914d\u7ed9\u9996\u6b21\u63a5\u89e6\uff0c40% \u5206\u914d\u7ed9\u6700\u7ec8\u63a5\u89e6\uff0c\u5e76\u5c06\u5269\u4f59\u7684 20% \u5206\u914d\u7ed9\u4e2d\u95f4\u63a5\u89e6\u70b9\u3002\u8ba4\u8bc6\u5230\u521d\u59cb\u53d1\u73b0\u548c\u6700\u7ec8\u51b3\u7b56\u7684\u91cd\u8981\u6027\u3002<\/li>\n<li data-source-line=\"103-103\"><strong>W\u578b\u5f52\u56e0<\/strong>\uff1a\u5c06 30% \u5206\u522b\u5206\u914d\u7ed9\u9996\u6b21\u63a5\u89e6\u3001\u6f5c\u5728\u5ba2\u6237\u521b\u5efa\u548c\u8f6c\u5316\uff0c\u5e76\u5c06 10% \u5206\u914d\u7ed9\u5176\u4ed6\u63a5\u89e6\u70b9\u3002\u9002\u7528\u4e8e\u5df2\u660e\u786e\u6f0f\u6597\u9636\u6bb5\u7684 B2B \u516c\u53f8\u3002<\/li>\n<li data-source-line=\"104-105\"><strong>\u6570\u636e\u9a71\u52a8\u5f52\u56e0<\/strong>\uff1a\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6839\u636e\u7279\u5b9a\u8f6c\u6362\u6a21\u5f0f\u7684\u7edf\u8ba1\u5206\u6790\u800c\u4e0d\u662f\u9884\u5b9a\u4e49\u7684\u89c4\u5219\u6765\u5206\u914d\u4fe1\u7528\u3002<\/li>\n<\/ul>\n<h3 id=\"selecting-your-model\" tabindex=\"-1\" data-source-line=\"106-106\"><span class=\"ez-toc-section\" id=\"Selecting_Your_Model\"><\/span>\u9009\u62e9\u60a8\u7684\u578b\u53f7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9009\u62e9\u5f52\u56e0\u6a21\u578b\u65f6\u8bf7\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20\uff1a\n<ol data-source-line=\"110-115\">\n<li data-source-line=\"110-110\"><strong>\u5546\u4e1a\u6a21\u5f0f<\/strong>\uff1a\u9500\u552e\u5468\u671f\u8f83\u957f\u7684 B2B \u516c\u53f8\u901a\u5e38\u53d7\u76ca\u4e8e\u65f6\u95f4\u8870\u51cf\u6216 W \u5f62\u6a21\u578b\uff0c\u800c\u5468\u671f\u8f83\u77ed\u7684 B2C \u4f01\u4e1a\u53ef\u80fd\u4ece\u66f4\u7b80\u5355\u7684\u6a21\u578b\u5f00\u59cb\u3002<\/li>\n<li data-source-line=\"111-111\"><strong>\u5ba2\u6237\u65c5\u7a0b\u7684\u590d\u6742\u6027<\/strong>\uff1a\u66f4\u590d\u6742\u7684\u65c5\u7a0b\u901a\u5e38\u9700\u8981\u66f4\u590d\u6742\u7684\u6a21\u578b\u3002<\/li>\n<li data-source-line=\"112-112\"><strong>\u53ef\u7528\u6570\u636e<\/strong>\uff1a\u6570\u636e\u9a71\u52a8\u6a21\u578b\u9700\u8981\u5927\u91cf\u7684\u5386\u53f2\u8f6c\u6362\u6570\u636e\u624d\u80fd\u6709\u6548\u53d1\u6325\u4f5c\u7528\u3002<\/li>\n<li data-source-line=\"113-113\"><strong>\u6280\u672f\u80fd\u529b<\/strong>\uff1a\u66f4\u5148\u8fdb\u7684\u6a21\u578b\u9700\u8981\u66f4\u591a\u7684\u5206\u6790\u8d44\u6e90\u3002<\/li>\n<li data-source-line=\"114-115\"><strong>\u7ec4\u7ec7\u6210\u719f\u5ea6<\/strong>\uff1a\u5982\u679c\u60a8\u7684\u7ec4\u7ec7\u5bf9\u5f52\u56e0\u8fd8\u4e0d\u719f\u6089\uff0c\u8bf7\u4ece\u66f4\u7b80\u5355\u7684\u6a21\u578b\u5f00\u59cb\u3002<\/li>\n<\/ol>\n<h3 id=\"starting-simple-and-evolving\" tabindex=\"-1\" data-source-line=\"116-116\"><span class=\"ez-toc-section\" id=\"Starting_Simple_and_Evolving\"><\/span>\u4ece\u7b80\u5355\u5f00\u59cb\uff0c\u4e0d\u65ad\u53d1\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8bb8\u591a\u7ec4\u7ec7\u53d7\u76ca\u4e8e\u4ece\u66f4\u7b80\u5355\u7684\u6a21\u578b\u5f00\u59cb\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u800c\u53d1\u5c55\uff1a\n<ol data-source-line=\"120-123\">\n<li data-source-line=\"120-120\">\u9996\u5148\u6bd4\u8f83\u9996\u6b21\u63a5\u89e6\u548c\u6700\u540e\u4e00\u6b21\u63a5\u89e6\uff0c\u4ee5\u4e86\u89e3\u5dee\u5f02<\/li>\n<li data-source-line=\"121-121\">\u8f6c\u5411\u7ebf\u6027\u6216\u57fa\u4e8e\u4f4d\u7f6e\u7684\u6a21\u578b\u4f5c\u4e3a\u4e2d\u95f4\u7acb\u573a<\/li>\n<li data-source-line=\"122-123\">\u968f\u7740\u80fd\u529b\u7684\u6210\u719f\uff0c\u9010\u6b65\u91c7\u7528\u66f4\u590d\u6742\u7684\u6a21\u578b<\/li>\n<\/ol>\n\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u8ba9\u60a8\u5efa\u7acb\u7ec4\u7ec7\u7406\u89e3\uff0c\u540c\u65f6\u5feb\u901f\u5c55\u793a\u4ef7\u503c\u3002\n<h2 id=\"implement-proper-tracking-and-data-collection\" tabindex=\"-1\" data-source-line=\"126-126\"><span class=\"ez-toc-section\" id=\"Implement_Proper_Tracking_and_Data_Collection\"><\/span>\u5b9e\u65bd\u9002\u5f53\u7684\u8ddf\u8e2a\u548c\u6570\u636e\u6536\u96c6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u6709\u6548\u7684\u5f52\u56e0\u9700\u8981\u8de8\u6240\u6709\u8425\u9500\u6e20\u9053\u548c\u5ba2\u6237\u63a5\u89e6\u70b9\u8fdb\u884c\u5168\u9762\u3001\u51c6\u786e\u7684\u6570\u636e\u6536\u96c6\u3002\n<h3 id=\"tracking-fundamentals\" tabindex=\"-1\" data-source-line=\"130-130\"><span class=\"ez-toc-section\" id=\"Tracking_Fundamentals\"><\/span>\u8ffd\u8e2a\u57fa\u672c\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"132-137\">\n<li data-source-line=\"132-132\"><strong>\u4e00\u81f4\u7684UTM\u53c2\u6570<\/strong>\uff1a\u5728\u6240\u6709\u6e20\u9053\u4e0a\u5b9e\u65bd\u6807\u51c6\u5316\u7684\u6d3b\u52a8\u8ddf\u8e2a\u53c2\u6570\u65b9\u6cd5\u3002<\/li>\n<li data-source-line=\"133-133\"><strong>\u5ba2\u6237\u8bc6\u522b<\/strong>\uff1a\u5f00\u53d1\u8de8\u8bbe\u5907\u548c\u4f1a\u8bdd\u8bc6\u522b\u540c\u4e00\u7528\u6237\u7684\u65b9\u6cd5\uff08\u5728\u7b26\u5408\u9690\u79c1\u8981\u6c42\u7684\u60c5\u51b5\u4e0b\uff09\u3002<\/li>\n<li data-source-line=\"134-134\"><strong>\u8f6c\u5316\u4e8b\u4ef6<\/strong>\uff1a\u5728\u6574\u4e2a\u5ba2\u6237\u65c5\u7a0b\u4e2d\u660e\u786e\u5b9a\u4e49\u5e76\u8ddf\u8e2a\u6709\u610f\u4e49\u7684\u8f6c\u5316\u70b9\u3002<\/li>\n<li data-source-line=\"135-135\"><strong>\u6e20\u9053\u8986\u76d6<\/strong>\uff1a\u786e\u4fdd\u8ddf\u8e2a\u6db5\u76d6\u6240\u6709\u91cd\u8981\u7684\u8425\u9500\u6e20\u9053\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6700\u5bb9\u6613\u8861\u91cf\u7684\u6e20\u9053\u3002<\/li>\n<li data-source-line=\"136-137\"><strong>\u6570\u636e\u65f6\u95f4\u6233<\/strong>\uff1a\u8bb0\u5f55\u51c6\u786e\u7684\u65f6\u95f4\u6570\u636e\uff0c\u4e86\u89e3\u5ba2\u6237\u4e92\u52a8\u7684\u987a\u5e8f\u3002<\/li>\n<\/ol>\n<h3 id=\"common-tracking-challenges\" tabindex=\"-1\" data-source-line=\"138-138\"><span class=\"ez-toc-section\" id=\"Common_Tracking_Challenges\"><\/span>\u5e38\u89c1\u7684\u8ffd\u8e2a\u6311\u6218<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"140-145\">\n<li data-source-line=\"140-140\"><strong>\u8de8\u8bbe\u5907\u8ffd\u8e2a<\/strong>\uff1a\u5728\u79fb\u52a8\u8bbe\u5907\u3001\u684c\u9762\u8bbe\u5907\u548c\u5e73\u677f\u7535\u8111\u4e4b\u95f4\u5207\u6362\u7684\u7528\u6237<\/li>\n<li data-source-line=\"141-141\"><strong>\u7ebf\u4e0a\u7ebf\u4e0b\u8fde\u63a5<\/strong>\uff1a\u5c06\u6570\u5b57\u63a5\u89e6\u70b9\u4e0e\u5e97\u5185\u8d2d\u4e70\u8054\u7cfb\u8d77\u6765<\/li>\n<li data-source-line=\"142-142\"><strong>\u56f4\u5899\u82b1\u56ed<\/strong>\uff1a\u6765\u81ea Facebook \u6216\u4e9a\u9a6c\u900a\u7b49\u5c01\u95ed\u5e73\u53f0\u7684\u6570\u636e\u6709\u9650<\/li>\n<li data-source-line=\"143-143\"><strong>\u9690\u79c1\u6cd5\u89c4<\/strong>\uff1aGDPR\u3001CCPA \u548c\u5176\u4ed6\u9690\u79c1\u6cd5\u7684\u9650\u5236<\/li>\n<li data-source-line=\"144-145\"><strong>Cookie \u9650\u5236<\/strong>\uff1a\u7b2c\u4e09\u65b9 Cookie \u7684\u53ef\u9760\u6027\u964d\u4f4e<\/li>\n<\/ul>\n<h3 id=\"implementation-best-practices\" tabindex=\"-1\" data-source-line=\"146-146\"><span class=\"ez-toc-section\" id=\"Implementation_Best_Practices\"><\/span>\u5b9e\u65bd\u6700\u4f73\u5b9e\u8df5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"148-153\">\n<li data-source-line=\"148-148\"><strong>\u521b\u5efa\u6570\u636e\u5b57\u5178<\/strong>\uff1a\u8bb0\u5f55\u6240\u6709\u8ddf\u8e2a\u53c2\u6570\u3001\u4e8b\u4ef6\u548c\u547d\u540d\u7ea6\u5b9a<\/li>\n<li data-source-line=\"149-149\"><strong>\u5236\u5b9a\u8ddf\u8e2a\u8ba1\u5212<\/strong>\uff1a\u6620\u5c04\u6bcf\u4e2a\u6e20\u9053\u548c\u8f6c\u6362\u70b9\u6240\u9700\u7684\u8ddf\u8e2a<\/li>\n<li data-source-line=\"150-150\"><strong>\u5f7b\u5e95\u6d4b\u8bd5<\/strong>\uff1a\u5728\u5168\u9762\u5b9e\u65bd\u4e4b\u524d\u9a8c\u8bc1\u8ddf\u8e2a\u51c6\u786e\u6027<\/li>\n<li data-source-line=\"151-151\"><strong>\u6301\u7eed\u76d1\u6d4b<\/strong>\uff1a\u5efa\u7acb\u6d41\u7a0b\u6765\u6355\u83b7\u548c\u89e3\u51b3\u6570\u636e\u6536\u96c6\u95ee\u9898<\/li>\n<li data-source-line=\"152-153\"><strong>\u8003\u8651\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a<\/strong>\uff1a\u5728\u9002\u5f53\u7684\u60c5\u51b5\u4e0b\u51cf\u5c11\u5bf9\u5ba2\u6237\u7aef\u8ddf\u8e2a\u7684\u4f9d\u8d56<\/li>\n<\/ol>\n<h3 id=\"bridging-online-and-offline\" tabindex=\"-1\" data-source-line=\"154-154\"><span class=\"ez-toc-section\" id=\"Bridging_Online_and_Offline\"><\/span>\u8fde\u63a5\u7ebf\u4e0a\u7ebf\u4e0b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5bf9\u4e8e\u5177\u6709\u5927\u91cf\u7ebf\u4e0b\u7ec4\u4ef6\u7684\u4f01\u4e1a\uff0c\u8bf7\u8003\u8651\u4ee5\u4e0b\u65b9\u6cd5\uff1a\n<ul data-source-line=\"158-163\">\n<li data-source-line=\"158-158\"><strong>\u4e13\u7528\u7535\u8bdd\u53f7\u7801<\/strong>\uff1a\u4e0d\u540c\u6d3b\u52a8\u7684\u552f\u4e00\u7f16\u53f7<\/li>\n<li data-source-line=\"159-159\"><strong>\u4e8c\u7ef4\u7801<\/strong>\uff1a\u5c06\u7269\u7406\u6750\u6599\u4e0e\u6570\u5b57\u4f53\u9a8c\u8054\u7cfb\u8d77\u6765\u7684\u53ef\u8ffd\u8e2a\u4ee3\u7801<\/li>\n<li data-source-line=\"160-160\"><strong>\u4fc3\u9500\u4ee3\u7801<\/strong>\uff1a\u4e0d\u540c\u8425\u9500\u6e20\u9053\u7684\u72ec\u7279\u4ee3\u7801<\/li>\n<li data-source-line=\"161-161\"><strong>\u5ba2\u6237\u8c03\u67e5<\/strong>\uff1a\u5173\u4e8e\u8425\u9500\u5f71\u54cd\u529b\u7684\u8d2d\u4e70\u95ee\u9898<\/li>\n<li data-source-line=\"162-163\"><strong>\u5fe0\u8bda\u5ea6\u8ba1\u5212<\/strong>\uff1a\u8ffd\u8e2a\u7ebf\u4e0a\u548c\u7ebf\u4e0b\u884c\u4e3a\u7684\u5173\u8054\u8d44\u6599<\/li>\n<\/ul>\n<h2 id=\"set-up-your-attribution-system\" tabindex=\"-1\" data-source-line=\"164-164\"><span class=\"ez-toc-section\" id=\"Set_Up_Your_Attribution_System\"><\/span>\u8bbe\u7f6e\u4f60\u7684\u5f52\u56e0\u7cfb\u7edf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5b9a\u4e49\u76ee\u6807\u5e76\u8bbe\u7f6e\u597d\u8ffd\u8e2a\u673a\u5236\u540e\uff0c\u60a8\u5c31\u53ef\u4ee5\u5f00\u59cb\u8bbe\u7f6e\u5b9e\u9645\u7684\u5f52\u56e0\u7cfb\u7edf\u4e86\u3002\u6b64\u8fc7\u7a0b\u4f1a\u6839\u636e\u60a8\u9009\u62e9\u7684\u65b9\u6cd5\u800c\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u6709\u4e00\u4e9b\u539f\u5219\u662f\u5e7f\u6cdb\u9002\u7528\u7684\u3002\n<h3 id=\"attribution-approaches\" tabindex=\"-1\" data-source-line=\"168-168\"><span class=\"ez-toc-section\" id=\"Attribution_Approaches\"><\/span>\u5f52\u56e0\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"170-181\">\n<li data-source-line=\"170-173\">\n<strong>\u5185\u7f6e\u5e73\u53f0\u5f52\u56e0<\/strong>\uff1a\u4f7f\u7528 Google Analytics \u6216 Adobe Analytics 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data-source-line=\"178-181\">\n<strong>\u81ea\u5b9a\u4e49\u5f52\u56e0\u7cfb\u7edf<\/strong>\uff1a\u6839\u636e\u60a8\u7684\u7279\u5b9a\u9700\u6c42\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\n<ul data-source-line=\"179-181\">\n<li data-source-line=\"179-179\">\u4f18\u52bf\uff1a\u6700\u5927\u7a0b\u5ea6\u7684\u7075\u6d3b\u6027\uff0c\u6839\u636e\u60a8\u7684\u4e1a\u52a1\u91cf\u8eab\u5b9a\u5236<\/li>\n<li data-source-line=\"180-181\">\u5c40\u9650\u6027\uff1a\u9700\u8981\u5927\u91cf\u8d44\u6e90\u548c\u4e13\u4e1a\u77e5\u8bc6<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 id=\"key-implementation-steps\" tabindex=\"-1\" data-source-line=\"182-182\"><span class=\"ez-toc-section\" id=\"Key_Implementation_Steps\"><\/span>\u5173\u952e\u5b9e\u65bd\u6b65\u9aa4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u65e0\u8bba\u60a8\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5\uff1a\n<ol data-source-line=\"186-191\">\n<li data-source-line=\"186-186\"><strong>\u5b9a\u4e49\u5f52\u56e0\u7a97\u53e3<\/strong>\uff1a\u786e\u5b9a\u8ddf\u8e2a\u63a5\u89e6\u70b9\u7684\u65f6\u95f4\u6bb5\uff08\u4f8b\u5982 30\u300160 \u6216 90 \u5929\uff09<\/li>\n<li data-source-line=\"187-187\"><strong>\u9009\u62e9\u8f6c\u5316\u4e8b\u4ef6<\/strong>\uff1a\u786e\u5b9a\u6784\u6210\u6210\u529f\u7684\u5173\u952e\u884c\u52a8<\/li>\n<li data-source-line=\"188-188\"><strong>\u914d\u7f6e\u6e20\u9053\u5b9a\u4e49<\/strong>\uff1a\u786e\u4fdd\u8de8\u5e73\u53f0\u7684\u9891\u9053\u5206\u7c7b\u4e00\u81f4<\/li>\n<li data-source-line=\"189-189\"><strong>\u5efa\u7acb\u6570\u636e\u8fde\u63a5<\/strong>\uff1a\u6574\u5408\u5168\u9762\u5f52\u56e0\u6240\u9700\u7684\u6570\u636e\u6e90<\/li>\n<li data-source-line=\"190-191\"><strong>\u8bbe\u7f6e\u62a5\u544a<\/strong>\uff1a\u521b\u5efa\u7b26\u5408\u60a8\u7684\u5f52\u56e0\u76ee\u6807\u7684\u4eea\u8868\u677f\u548c\u62a5\u544a<\/li>\n<\/ol>\n<h3 id=\"critical-success-factors\" tabindex=\"-1\" data-source-line=\"192-192\"><span class=\"ez-toc-section\" id=\"Critical_Success_Factors\"><\/span>\u5173\u952e\u6210\u529f\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"194-199\">\n<li data-source-line=\"194-194\"><strong>\u6570\u636e\u8d28\u91cf\u6d41\u7a0b<\/strong>\uff1a\u5b9e\u65bd\u6301\u7eed\u7684\u6570\u636e\u9a8c\u8bc1\u548c\u6e05\u7406<\/li>\n<li data-source-line=\"195-195\"><strong>\u660e\u786e\u6240\u6709\u6743<\/strong>\uff1a\u5206\u914d\u5f52\u56e0\u7cfb\u7edf\u7ba1\u7406\u8d23\u4efb<\/li>\n<li data-source-line=\"196-196\"><strong>\u6587\u6863<\/strong>\uff1a\u7ef4\u62a4\u7cfb\u7edf\u548c\u6d41\u7a0b\u7684\u5168\u9762\u6587\u6863<\/li>\n<li data-source-line=\"197-197\"><strong>\u8bad\u7ec3<\/strong>\uff1a\u786e\u4fdd\u76f8\u5173\u56e2\u961f\u6210\u5458\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u8be5\u7cfb\u7edf<\/li>\n<li data-source-line=\"198-199\"><strong>\u6cbb\u7406<\/strong>\uff1a\u5236\u5b9a\u5f52\u56e0\u6570\u636e\u5728\u51b3\u7b56\u4e2d\u7684\u4f7f\u7528\u89c4\u5219<\/li>\n<\/ul>\n<h2 id=\"analyze-and-act-on-attribution-insights\" tabindex=\"-1\" data-source-line=\"200-200\"><span class=\"ez-toc-section\" id=\"Analyze_and_Act_on_Attribution_Insights\"><\/span>\u5206\u6790\u5f52\u56e0\u6d1e\u5bdf\u5e76\u91c7\u53d6\u884c\u52a8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5f52\u56e0\u6570\u636e\u53ea\u6709\u80fd\u591f\u63a8\u52a8\u884c\u52a8\u624d\u6709\u4ef7\u503c\u3002\u5236\u5b9a\u6d41\u7a0b\uff0c\u5b9a\u671f\u5206\u6790\u5f52\u56e0\u6d1e\u5bdf\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u8425\u9500\u51b3\u7b56\u3002\n<h3 id=\"key-analysis-approaches\" tabindex=\"-1\" data-source-line=\"204-204\"><span class=\"ez-toc-section\" id=\"Key_Analysis_Approaches\"><\/span>\u5173\u952e\u5206\u6790\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"206-211\">\n<li data-source-line=\"206-206\"><strong>\u4fe1\u9053\u6027\u80fd\u5206\u6790<\/strong>\uff1a\u6bd4\u8f83\u4e0d\u540c\u6f0f\u6597\u9636\u6bb5\u7684\u6e20\u9053\u6709\u6548\u6027<\/li>\n<li data-source-line=\"207-207\"><strong>\u5e7f\u544a\u7cfb\u5217\u6bd4\u8f83<\/strong>\uff1a\u8bc4\u4f30\u7c7b\u4f3c\u7684\u6d3b\u52a8\u4ee5\u786e\u5b9a\u7ee9\u6548\u56e0\u7d20<\/li>\n<li data-source-line=\"208-208\"><strong>\u5ba2\u6237\u65c5\u7a0b\u56fe<\/strong>\uff1a\u53ef\u89c6\u5316\u5e38\u89c1\u7684\u8f6c\u5316\u8def\u5f84<\/li>\n<li data-source-line=\"209-209\"><strong>ROI\u8ba1\u7b97<\/strong>\uff1a\u6309\u6e20\u9053\u548c\u6d3b\u52a8\u786e\u5b9a\u771f\u5b9e\u56de\u62a5<\/li>\n<li data-source-line=\"210-211\"><strong>\u8f6c\u5316\u8def\u5f84\u5206\u6790<\/strong>\uff1a\u8bc6\u522b\u9ad8\u6548\u7684\u63a5\u89e6\u70b9\u7ec4\u5408<\/li>\n<\/ol>\n<h3 id=\"turning-insights-into-actions\" tabindex=\"-1\" data-source-line=\"212-212\"><span class=\"ez-toc-section\" id=\"Turning_Insights_into_Actions\"><\/span>\u5c06\u6d1e\u5bdf\u8f6c\u5316\u4e3a\u884c\u52a8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"214-219\">\n<li data-source-line=\"214-214\"><strong>\u9884\u7b97\u91cd\u65b0\u5206\u914d<\/strong>\uff1a\u5c06\u8d44\u6e90\u8f6c\u79fb\u5230\u7ee9\u6548\u66f4\u9ad8\u7684\u6e20\u9053<\/li>\n<li data-source-line=\"215-215\"><strong>\u5e7f\u544a\u6d3b\u52a8\u4f18\u5316<\/strong>\uff1a\u6839\u636e\u7ecf\u9a8c\u6559\u8bad\uff0c\u52a0\u5f3a\u8868\u73b0\u4e0d\u4f73\u7684\u6d3b\u52a8<\/li>\n<li data-source-line=\"216-216\"><strong>\u5185\u5bb9\u5f00\u53d1<\/strong>\uff1a\u5728\u7279\u5b9a\u6f0f\u6597\u9636\u6bb5\u521b\u9020\u66f4\u591a\u6709\u6548\u7684\u65b9\u6cd5<\/li>\n<li data-source-line=\"217-217\"><strong>\u53d7\u4f17\u5b9a\u4f4d<\/strong>\uff1a\u6839\u636e\u65c5\u7a0b\u6d1e\u5bdf\u4f18\u5316\u5b9a\u4f4d<\/li>\n<li data-source-line=\"218-219\"><strong>\u6d4b\u8bd5\u4f18\u5148\u7ea7<\/strong>\uff1a\u91cd\u70b9\u5173\u6ce8\u6570\u636e\u5c55\u73b0\u673a\u4f1a\u7684\u5b9e\u9a8c<\/li>\n<\/ul>\n<h3 id=\"reporting-best-practices\" tabindex=\"-1\" data-source-line=\"220-220\"><span class=\"ez-toc-section\" id=\"Reporting_Best_Practices\"><\/span>\u62a5\u544a\u6700\u4f73\u5b9e\u8df5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"222-227\">\n<li data-source-line=\"222-222\"><strong>\u53ef\u64cd\u4f5c\u7684\u4eea\u8868\u677f<\/strong>\uff1a\u521b\u5efa\u4e13\u6ce8\u4e8e\u51b3\u7b56\u652f\u6301\u7684\u53ef\u89c6\u5316<\/li>\n<li data-source-line=\"223-223\"><strong>\u89c4\u5f8b\u7684\u8282\u594f<\/strong>\uff1a\u5efa\u7acb\u4e00\u81f4\u7684\u62a5\u544a\u65f6\u95f4\u8868<\/li>\n<li data-source-line=\"224-224\"><strong>\u6bd4\u8f83\u5206\u6790<\/strong>\uff1a\u663e\u793a\u968f\u65f6\u95f4\u53d8\u5316\u7684\u8d8b\u52bf\u548c\u53d8\u5316<\/li>\n<li data-source-line=\"225-225\"><strong>\u53ef\u8bbf\u95ee\u7684\u683c\u5f0f<\/strong>\uff1a\u786e\u4fdd\u975e\u6280\u672f\u5229\u76ca\u76f8\u5173\u8005\u80fd\u591f\u7406\u89e3\u62a5\u544a<\/li>\n<li data-source-line=\"226-227\"><strong>\u6d1e\u5bdf\u6458\u8981<\/strong>\uff1a\u6e05\u6670\u89e3\u91ca\u6570\u636e\u7684\u542b\u4e49<\/li>\n<\/ol>\n<h3 id=\"creating-a-learning-culture\" tabindex=\"-1\" data-source-line=\"228-228\"><span class=\"ez-toc-section\" id=\"Creating_a_Learning_Culture\"><\/span>\u521b\u5efa\u5b66\u4e60\u6587\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8425\u9020\u4e00\u79cd\u5f52\u56e0\u6d1e\u5bdf\u63a8\u52a8\u6301\u7eed\u6539\u8fdb\u7684\u73af\u5883\uff1a\n<ul data-source-line=\"232-237\">\n<li data-source-line=\"232-232\"><strong>\u5b9a\u671f\u5ba1\u67e5\u4f1a\u8bae<\/strong>\uff1a\u8ba8\u8bba\u8c03\u67e5\u7ed3\u679c\u548c\u6f5c\u5728\u884c\u52a8<\/li>\n<li data-source-line=\"233-233\"><strong>\u8de8\u56e2\u961f\u534f\u4f5c<\/strong>\uff1a\u8ba9\u591a\u4e2a\u90e8\u95e8\u53c2\u4e0e\u5206\u6790\u7ed3\u679c<\/li>\n<li data-source-line=\"234-234\"><strong>\u6d4b\u8bd5\u4e0e\u5b66\u4e60\u6846\u67b6<\/strong>\uff1a\u4f7f\u7528\u5f52\u56e0\u6570\u636e\u8bbe\u8ba1\u7cfb\u7edf\u5b9e\u9a8c<\/li>\n<li data-source-line=\"235-235\"><strong>\u6210\u529f\u5e86\u5178<\/strong>\uff1a\u8ba4\u8bc6\u5230\u5f52\u56e0\u6709\u52a9\u4e8e\u8bc6\u522b\u7684\u6210\u529f<\/li>\n<li data-source-line=\"236-237\"><strong>\u77e5\u8bc6\u5171\u4eab<\/strong>\uff1a\u8bb0\u5f55\u5e76\u5206\u4eab\u5f52\u56e0\u9a71\u52a8\u7684\u6210\u529f\u6848\u4f8b\u7814\u7a76<\/li>\n<\/ul>\n<h2 id=\"integrate-attribution-across-your-organization\" tabindex=\"-1\" data-source-line=\"238-238\"><span class=\"ez-toc-section\" id=\"Integrate_Attribution_Across_Your_Organization\"><\/span>\u5728\u6574\u4e2a\u7ec4\u7ec7\u5185\u6574\u5408\u5f52\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u4e3a\u4e86\u83b7\u5f97\u6700\u5927\u7684\u5f71\u54cd\uff0c\u5f52\u56e0\u5e94\u8be5\u6210\u4e3a\u8425\u9500\u6d3b\u52a8\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u800c\u4e0d\u662f\u5b64\u7acb\u7684\u6d3b\u52a8\u3002\n<h3 id=\"cross-functional-integration\" tabindex=\"-1\" data-source-line=\"242-242\"><span class=\"ez-toc-section\" id=\"Cross-Functional_Integration\"><\/span>\u8de8\u804c\u80fd\u6574\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"244-249\">\n<li data-source-line=\"244-244\"><strong>\u8425\u9500\u56e2\u961f<\/strong>\uff1a\u5c06\u5f52\u56e0\u6570\u636e\u7eb3\u5165\u8425\u9500\u6d3b\u52a8\u89c4\u5212\u548c\u4f18\u5316<\/li>\n<li data-source-line=\"245-245\"><strong>\u9500\u552e\u56e2\u961f<\/strong>\uff1a\u6839\u636e\u6f5c\u5728\u5ba2\u6237\u8d28\u91cf\u6307\u6807\u548c\u8f6c\u5316\u5b9a\u4e49\u8fdb\u884c\u8c03\u6574<\/li>\n<li data-source-line=\"246-246\"><strong>\u91d1\u878d<\/strong>\uff1a\u5c06\u5f52\u56e0\u6d1e\u5bdf\u4e0e\u8d22\u52a1\u89c4\u5212\u548c\u9884\u7b97\u8054\u7cfb\u8d77\u6765<\/li>\n<li data-source-line=\"247-247\"><strong>\u4ea7\u54c1\u5f00\u53d1<\/strong>\uff1a\u5229\u7528\u5ba2\u6237\u65c5\u7a0b\u6d1e\u5bdf\u6765\u6307\u5bfc\u4ea7\u54c1\u6539\u8fdb<\/li>\n<li data-source-line=\"248-249\"><strong>\u6267\u884c\u9886\u5bfc<\/strong>\uff1a\u4e3a\u6218\u7565\u51b3\u7b56\u63d0\u4f9b\u57fa\u4e8e\u5f52\u56e0\u7684\u7ee9\u6548\u6307\u6807<\/li>\n<\/ol>\n<h3 id=\"change-management-considerations\" tabindex=\"-1\" data-source-line=\"250-250\"><span class=\"ez-toc-section\" id=\"Change_Management_Considerations\"><\/span>\u53d8\u66f4\u7ba1\u7406\u6ce8\u610f\u4e8b\u9879<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5b9e\u65bd\u5f52\u56e0\u901a\u5e38\u9700\u8981\u91cd\u5927\u7684\u7ec4\u7ec7\u53d8\u9769\uff1a\n<ul data-source-line=\"254-259\">\n<li data-source-line=\"254-254\"><strong>\u6c9f\u901a\u8ba1\u5212<\/strong>\uff1a\u6e05\u6670\u89e3\u91ca\u5f52\u56e0\u7684\u4ef7\u503c\u548c\u5f71\u54cd<\/li>\n<li data-source-line=\"255-255\"><strong>\u6fc0\u52b1\u673a\u5236\u534f\u8c03<\/strong>\uff1a\u786e\u4fdd\u56e2\u961f\u76ee\u6807\u4e0e\u5f52\u56e0\u6d1e\u5bdf\u76f8\u4e00\u81f4<\/li>\n<li data-source-line=\"256-256\"><strong>\u80fd\u529b\u5efa\u8bbe<\/strong>\uff1a\u63d0\u4f9b\u5fc5\u8981\u7684\u57f9\u8bad\u548c\u8d44\u6e90<\/li>\n<li data-source-line=\"257-257\"><strong>\u6d41\u7a0b\u96c6\u6210<\/strong>\uff1a\u5c06\u5f52\u56e0\u5d4c\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b<\/li>\n<li data-source-line=\"258-259\"><strong>\u5feb\u901f\u53d6\u80dc<\/strong>\uff1a\u5c55\u793a\u65e9\u671f\u4ef7\u503c\u4ee5\u5efa\u7acb\u52bf\u5934<\/li>\n<\/ul>\n<h3 id=\"common-organizational-challenges\" tabindex=\"-1\" data-source-line=\"260-260\"><span class=\"ez-toc-section\" id=\"Common_Organizational_Challenges\"><\/span>\u5e38\u89c1\u7684\u7ec4\u7ec7\u6311\u6218<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"262-267\">\n<li data-source-line=\"262-262\"><strong>\u6e20\u9053\u5b64\u5c9b<\/strong>\uff1a\u56e2\u961f\u53ea\u5173\u6ce8\u5176\u7279\u5b9a\u6e20\u9053\u7684\u8868\u73b0<\/li>\n<li data-source-line=\"263-263\"><strong>\u62b5\u5236\u53d8\u9769<\/strong>\uff1a\u5bf9\u65b0\u7ee9\u6548\u8861\u91cf\u6807\u51c6\u7684\u62c5\u5fe7<\/li>\n<li data-source-line=\"264-264\"><strong>\u6570\u636e\u6000\u7591\u8bba<\/strong>\uff1a\u8d28\u7591\u5f52\u56e0\u6570\u636e\u7684\u6709\u6548\u6027\u6216\u51c6\u786e\u6027<\/li>\n<li data-source-line=\"265-265\"><strong>\u5206\u6790\u762b\u75ea<\/strong>\uff1a\u8fc7\u5ea6\u601d\u8003\u6570\u636e\u800c\u4e0d\u91c7\u53d6\u884c\u52a8<\/li>\n<li data-source-line=\"266-267\"><strong>\u91c7\u7528\u4e0d\u4e00\u81f4<\/strong>\uff1a\u4e0d\u540c\u56e2\u961f\u7684\u53c2\u4e0e\u7a0b\u5ea6\u4e0d\u540c<\/li>\n<\/ul>\n<h2 id=\"case-study%3A-retail-brand-transforms-marketing-effectiveness\" tabindex=\"-1\" data-source-line=\"268-268\"><span class=\"ez-toc-section\" id=\"Case_Study_Retail_Brand_Transforms_Marketing_Effectiveness\"><\/span>\u6848\u4f8b\u7814\u7a76\uff1a\u96f6\u552e\u54c1\u724c\u8f6c\u578b\u8425\u9500\u6548\u679c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u4e00\u5bb6\u4e2d\u578b\u96f6\u552e\u54c1\u724c\u82e6\u82e6\u601d\u7d22\u54ea\u4e9b\u8425\u9500\u6e20\u9053\u771f\u6b63\u63a8\u52a8\u4e86\u5176\u7535\u5546\u9500\u552e\u3002\u7531\u4e8e\u6bcf\u5e74\u8425\u9500\u9884\u7b97\u9ad8\u8fbe1430\u4e07\u7f8e\u5143\uff0c\u6db5\u76d6\u4ed8\u8d39\u641c\u7d22\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u7535\u5b50\u90ae\u4ef6\u548c\u5c55\u793a\u5e7f\u544a\uff0c\u4ed6\u4eec\u9700\u8981\u66f4\u6df1\u5165\u7684\u6d1e\u5bdf\u6765\u4f18\u5316\u652f\u51fa\u3002\n<h3 id=\"the-challenge\" tabindex=\"-1\" data-source-line=\"272-272\"><span class=\"ez-toc-section\" id=\"The_Challenge\"><\/span>\u6311\u6218<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8be5\u516c\u53f8\u4e4b\u524d\u4f7f\u7528\u7684\u662f\u201c\u6700\u540e\u70b9\u51fb\u5f52\u56e0\u201d\uff0c\u8fd9\u4e25\u91cd\u4f4e\u4f30\u4e86\u5176\u4ed8\u8d39\u641c\u7d22\u5e7f\u544a\u7cfb\u5217\u7684\u6548\u679c\uff0c\u540c\u65f6\u53c8\u4f4e\u4f30\u4e86\u5176\u4ed6\u6e20\u9053\u7684\u6548\u679c\u3002\u8fd9\u5bfc\u81f4\uff1a\n<ul data-source-line=\"275-279\">\n<li data-source-line=\"275-275\">\u6f0f\u6597\u5e95\u90e8\u641c\u7d22\u5e7f\u544a\u6295\u8d44\u8fc7\u5ea6<\/li>\n<li data-source-line=\"276-276\">\u5bf9\u8ba4\u77e5\u548c\u8003\u8651\u63a5\u89e6\u70b9\u7684\u6295\u8d44\u4e0d\u8db3<\/li>\n<li data-source-line=\"277-277\">\u65e0\u6cd5\u7406\u89e3\u6e20\u9053\u5982\u4f55\u534f\u540c\u5de5\u4f5c<\/li>\n<li data-source-line=\"278-279\">\u5c3d\u7ba1\u652f\u51fa\u589e\u52a0\uff0c\u4f46\u6574\u4f53\u4e1a\u7ee9\u5374\u4e0b\u964d<\/li>\n<\/ul>\n<h3 id=\"the-approach\" tabindex=\"-1\" data-source-line=\"280-280\"><span class=\"ez-toc-section\" id=\"The_Approach\"><\/span>\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8425\u9500\u56e2\u961f\u5f00\u59cb\u4e86\u4e3a\u671f\u516d\u4e2a\u6708\u7684\u5f52\u56e0\u8f6c\u578b\uff1a\n<ol data-source-line=\"284-289\">\n<li data-source-line=\"284-284\"><strong>\u8bc4\u4f30<\/strong>\uff1a\u4ed6\u4eec\u5ba1\u6838\u4e86\u4ed6\u4eec\u7684 MarTech \u5806\u6808\uff0c\u5e76\u786e\u5b9a\u4e86\u8de8\u6e20\u9053\u8ddf\u8e2a\u4e2d\u7684\u5173\u952e\u5dee\u8ddd<\/li>\n<li data-source-line=\"285-285\"><strong>\u76ee\u6807\u8bbe\u5b9a<\/strong>\uff1a\u4ed6\u4eec\u5236\u5b9a\u4e86\u660e\u786e\u7684\u76ee\u6807\uff0c\u91cd\u70b9\u662f\u5c06 ROAS \u63d0\u9ad8 25%<\/li>\n<li data-source-line=\"286-286\"><strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u4ed6\u4eec\u4f7f\u7528 Google Analytics 4 \u5b9e\u65bd\u4e86\u6570\u636e\u9a71\u52a8\u7684\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"287-287\"><strong>\u6267\u884c<\/strong>\uff1a\u4ed6\u4eec\u6807\u51c6\u5316\u4e86 UTM \u53c2\u6570\u5e76\u6539\u8fdb\u4e86\u8de8\u6e20\u9053\u8ddf\u8e2a<\/li>\n<li data-source-line=\"288-289\"><strong>\u5206\u6790<\/strong>\uff1a\u4ed6\u4eec\u521b\u5efa\u4e86\u6bcf\u5468\u5f52\u56e0\u62a5\u544a\uff0c\u91cd\u70b9\u4ecb\u7ecd\u6e20\u9053\u7ee9\u6548\u548c\u534f\u540c\u6548\u5e94<\/li>\n<\/ol>\n<h3 id=\"key-findings\" tabindex=\"-1\" data-source-line=\"290-290\"><span class=\"ez-toc-section\" id=\"Key_Findings\"><\/span>\u4e3b\u8981\u53d1\u73b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4ed6\u4eec\u7684\u65b0\u5f52\u56e0\u65b9\u6cd5\u63ed\u793a\u4e86\u51e0\u4e2a\u89c1\u89e3\uff1a\n<ul data-source-line=\"294-298\">\n<li data-source-line=\"294-294\">\u793e\u4ea4\u5a92\u4f53\uff0c\u4e4b\u524d\u88ab\u8ba4\u4e3a\u53ea\u5f71\u54cd\u4e86 8% \u7684\u6700\u7ec8\u70b9\u51fb\u8f6c\u5316\uff0c\u5b9e\u9645\u4e0a\u5374\u5f71\u54cd\u4e86 27% \u7684\u8d2d\u4e70<\/li>\n<li data-source-line=\"295-295\">\u5f53\u5ba2\u6237\u4e4b\u524d\u66fe\u63a5\u89e6\u8fc7\u5c55\u793a\u5e7f\u544a\u65f6\uff0c\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u6700\u6709\u6548<\/li>\n<li data-source-line=\"296-296\">\u89c6\u9891\u5185\u5bb9\u662f 35% \u5ba2\u6237\u65c5\u7a0b\u7684\u5f00\u59cb\uff0c\u6700\u7ec8\u8f6c\u5316\u4e3a<\/li>\n<li data-source-line=\"297-298\">\u67d0\u4e9b\u53d7\u4f17\u7fa4\u4f53\u5bf9\u9891\u9053\u7ec4\u5408\u7684\u53cd\u5e94\u4e0d\u540c<\/li>\n<\/ul>\n<h3 id=\"results\" tabindex=\"-1\" data-source-line=\"299-299\"><span class=\"ez-toc-section\" id=\"Results\"><\/span>\u6210\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u57fa\u4e8e\u8fd9\u4e9b\u89c1\u89e3\uff0c\u8be5\u516c\u53f8\u91cd\u65b0\u5206\u914d\u4e86\u9884\u7b97\u5e76\u4f18\u5316\u4e86\u65b9\u6cd5\uff1a\n<ul data-source-line=\"303-307\">\n<li data-source-line=\"303-303\">\u5bf9\u8868\u73b0\u6700\u4f73\u7684\u793e\u4ea4\u6d3b\u52a8\u7684\u6295\u8d44\u589e\u52a0\u4e86 40%<\/li>\n<li data-source-line=\"304-304\">\u4e3a\u9ad8\u4ef7\u503c\u7ec6\u5206\u5e02\u573a\u521b\u5efa\u6709\u9488\u5bf9\u6027\u7684\u663e\u793a\u5230\u7535\u5b50\u90ae\u4ef6\u5e8f\u5217<\/li>\n<li data-source-line=\"305-305\">\u51cf\u5c11\u4f4e\u6548\u641c\u7d22\u5173\u952e\u8bcd\u7684\u652f\u51fa<\/li>\n<li data-source-line=\"306-307\">\u6839\u636e\u65c5\u7a0b\u5206\u6790\u5f00\u53d1\u65b0\u7684\u521b\u610f\u65b9\u6cd5<\/li>\n<\/ul>\n\u4e09\u4e2a\u6708\u5185\uff0c\u8be5\u516c\u53f8\u53d1\u73b0\uff1a\n<ul data-source-line=\"309-313\">\n<li data-source-line=\"309-309\">32% \u6574\u4f53 ROAS \u589e\u52a0<\/li>\n<li data-source-line=\"310-310\">18% \u964d\u4f4e\u6bcf\u6b21\u91c7\u8d2d\u6210\u672c<\/li>\n<li data-source-line=\"311-311\">22% \u65b0\u5ba2\u6237\u83b7\u53d6\u6539\u8fdb<\/li>\n<li data-source-line=\"312-313\">29% \u5e73\u5747\u8ba2\u5355\u4ef7\u503c\u589e\u52a0<\/li>\n<\/ul>\n\u8fd9\u79cd\u8f6c\u53d8\u4e4b\u6240\u4ee5\u80fd\u591f\u5b9e\u73b0\uff0c\u662f\u56e0\u4e3a\u516c\u53f8\u5efa\u7acb\u4e86\u5168\u9762\u7684\u5f52\u56e0\u7b56\u7565\uff0c\u51c6\u786e\u8bc4\u4f30\u4e86\u6bcf\u4e2a\u8425\u9500\u63a5\u89e6\u70b9\u5bf9\u8f6c\u5316\u7684\u8d21\u732e\u3002\n<h2 id=\"faqs\" tabindex=\"-1\" data-source-line=\"316-316\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"how-much-does-it-cost-to-implement-marketing-attribution%3F\" tabindex=\"-1\" data-source-line=\"318-318\"><span class=\"ez-toc-section\" id=\"How_much_does_it_cost_to_implement_marketing_attribution\"><\/span>\u5b9e\u65bd\u8425\u9500\u5f52\u56e0\u9700\u8981\u591a\u5c11\u8d39\u7528\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5b9e\u65bd\u6210\u672c\u56e0\u65b9\u6cd5\u800c\u5f02\u3002\u4f7f\u7528\u73b0\u6709\u5de5\u5177\uff08\u4f8b\u5982 Google Analytics\uff09\u4e2d\u7684\u5185\u7f6e\u5f52\u56e0\u529f\u80fd\u53ef\u80fd\u57fa\u672c\u514d\u8d39\uff0c\u800c\u4f01\u4e1a\u7ea7\u4e13\u7528\u5f52\u56e0\u5e73\u53f0\u6bcf\u5e74\u53ef\u80fd\u8981\u82b1\u8d39 $50,000 \u7f8e\u5143\u4ee5\u4e0a\u3002\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u7684\u6210\u672c\u4ecb\u4e8e\u4e24\u8005\u4e4b\u95f4\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u5176\u590d\u6742\u7a0b\u5ea6\u3002\u5927\u591a\u6570\u7ec4\u7ec7\u5e94\u8be5\u4ece\u73b0\u6709\u5de5\u5177\u5165\u624b\uff0c\u968f\u7740\u5176\u4ef7\u503c\u7684\u663e\u73b0\uff0c\u9010\u6b65\u6295\u8d44\u66f4\u590d\u6742\u7684\u89e3\u51b3\u65b9\u6848\u3002\n<h3 id=\"how-long-does-it-take-to-implement-an-attribution-strategy%3F\" tabindex=\"-1\" data-source-line=\"321-321\"><span class=\"ez-toc-section\" id=\"How_long_does_it_take_to_implement_an_attribution_strategy\"><\/span>\u5b9e\u65bd\u5f52\u56e0\u7b56\u7565\u9700\u8981\u591a\u957f\u65f6\u95f4\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4f7f\u7528\u73b0\u6709\u5de5\u5177\u8fdb\u884c\u57fa\u672c\u5f52\u56e0\u90e8\u7f72\u53ef\u5728 1-2 \u4e2a\u6708\u5185\u5b8c\u6210\u3002\u66f4\u5168\u9762\u7684\u5f52\u56e0\u7b56\u7565\u901a\u5e38\u9700\u8981 3-6 \u4e2a\u6708\u7684\u521d\u59cb\u90e8\u7f72\u65f6\u95f4\uff0c\u4e4b\u540e\u9700\u6301\u7eed\u6539\u8fdb\u3002\u5177\u4f53\u65f6\u95f4\u53d6\u51b3\u4e8e\u60a8\u7ec4\u7ec7\u7684\u89c4\u6a21\u3001\u6280\u672f\u8d44\u6e90\u3001\u6570\u636e\u590d\u6742\u5ea6\u4ee5\u53ca\u53d8\u66f4\u7ba1\u7406\u65b9\u9762\u7684\u8003\u91cf\u3002\n<h3 id=\"what's-the-biggest-challenge-in-attribution-implementation%3F\" tabindex=\"-1\" data-source-line=\"324-324\"><span class=\"ez-toc-section\" id=\"Whats_the_biggest_challenge_in_attribution_implementation\"><\/span>\u5f52\u56e0\u5b9e\u65bd\u4e2d\u6700\u5927\u7684\u6311\u6218\u662f\u4ec0\u4e48\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u867d\u7136\u6280\u672f\u6311\u6218\u786e\u5b9e\u5b58\u5728\uff0c\u4f46\u6700\u5927\u7684\u969c\u788d\u5f80\u5f80\u5728\u4e8e\u7ec4\u7ec7\u534f\u8c03\u548c\u843d\u5730\u3002\u786e\u4fdd\u8de8\u804c\u80fd\u90e8\u95e8\u7684\u8ba4\u540c\u3001\u89e3\u51b3\u7ee9\u6548\u8861\u91cf\u6807\u51c6\u53d8\u5316\u5e26\u6765\u7684\u62c5\u5fe7\uff0c\u4ee5\u53ca\u521b\u5efa\u5c06\u5f52\u56e0\u6d1e\u5bdf\u7eb3\u5165\u51b3\u7b56\u7684\u6d41\u7a0b\uff0c\u5f80\u5f80\u6bd4\u6280\u672f\u5b9e\u65bd\u672c\u8eab\u66f4\u5177\u6311\u6218\u6027\u3002\n<h3 id=\"can-small-businesses-benefit-from-marketing-attribution%3F\" tabindex=\"-1\" data-source-line=\"327-327\"><span class=\"ez-toc-section\" id=\"Can_small_businesses_benefit_from_marketing_attribution\"><\/span>\u5c0f\u578b\u4f01\u4e1a\u53ef\u4ee5\u4ece\u8425\u9500\u5f52\u56e0\u4e2d\u53d7\u76ca\u5417\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f53\u7136\u3002\u867d\u7136\u5c0f\u578b\u4f01\u4e1a\u53ef\u80fd\u4e0d\u9700\u8981\u4f01\u4e1a\u7ea7\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u5373\u4f7f\u662f\u4f7f\u7528\u514d\u8d39\u6216\u4f4e\u6210\u672c\u5de5\u5177\u8fdb\u884c\u57fa\u672c\u7684\u5f52\u56e0\u4e5f\u80fd\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u6d1e\u5bdf\u3002\u5c0f\u578b\u4f01\u4e1a\u901a\u5e38\u80fd\u66f4\u76f4\u63a5\u5730\u4ece\u5f52\u56e0\u4e2d\u83b7\u76ca\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6709\u9650\u7684\u8425\u9500\u9884\u7b97\u4f7f\u5f97\u6709\u6548\u5206\u914d\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\n<h3 id=\"how-does-attribution-work-with-privacy-regulations-like-gdpr-and-ccpa%3F\" tabindex=\"-1\" data-source-line=\"330-330\"><span class=\"ez-toc-section\" id=\"How_does_attribution_work_with_privacy_regulations_like_GDPR_and_CCPA\"><\/span>\u5f52\u56e0\u5982\u4f55\u4e0e GDPR \u548c CCPA \u7b49\u9690\u79c1\u6cd5\u89c4\u914d\u5408\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9690\u79c1\u6cd5\u89c4\u4f7f\u5f97\u5f52\u56e0\u66f4\u5177\u6311\u6218\u6027\uff0c\u4f46\u5e76\u975e\u4e0d\u53ef\u80fd\u3002\u73b0\u4ee3\u5f52\u56e0\u65b9\u6cd5\u4fa7\u91cd\u4e8e\uff1a\n<ul data-source-line=\"332-336\">\n<li data-source-line=\"332-332\">\u83b7\u5f97\u9002\u5f53\u540c\u610f\u7684\u7b2c\u4e00\u65b9\u6570\u636e\u6536\u96c6<\/li>\n<li data-source-line=\"333-333\">\u6c47\u603b\u548c\u533f\u540d\u5206\u6790<\/li>\n<li data-source-line=\"334-334\">\u65e0\u6cd5\u8fdb\u884c\u786e\u5b9a\u6027\u8ddf\u8e2a\u7684\u6982\u7387\u5efa\u6a21<\/li>\n<li data-source-line=\"335-336\">\u4e0d\u4f9d\u8d56\u4e2a\u4eba\u5c42\u9762\u8ffd\u8e2a\u7684\u7edf\u8ba1\u65b9\u6cd5<\/li>\n<\/ul>\n<h2 id=\"academic-references\" tabindex=\"-1\" data-source-line=\"337-337\"><span class=\"ez-toc-section\" id=\"Academic_References\"><\/span>\u5b66\u672f\u53c2\u8003<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol data-source-line=\"339-348\">\n<li data-source-line=\"339-340\">\nBerman, R. (2018)\u3002\u201c\u8d85\u8d8a\u6700\u540e\u4e00\u70b9\uff1a\u5728\u7ebf\u5e7f\u544a\u4e2d\u7684\u5f52\u56e0\u3002\u201d\u300a\u8425\u9500\u79d1\u5b66\u300b\uff0c37(5)\uff0c771-792\u3002\n<\/li>\n<li data-source-line=\"341-342\">\nLi, H., &amp; Kannan, PK (2014). \u201c\u591a\u6e20\u9053\u5728\u7ebf\u8425\u9500\u73af\u5883\u4e2d\u7684\u8f6c\u5316\u5f52\u56e0\uff1a\u5b9e\u8bc1\u6a21\u578b\u4e0e\u5b9e\u5730\u5b9e\u9a8c\u3002\u201d\u300a\u5e02\u573a\u8425\u9500\u7814\u7a76\u6742\u5fd7\u300b\uff0c51(1)\uff0c40-56\u3002\n<\/li>\n<li data-source-line=\"343-344\">\nAbhishek, V.\u3001Fader, P. \u548c Hosanagar, K. (2015)\u3002\u201c\u901a\u8fc7\u6f0f\u6597\u8fdb\u884c\u5a92\u4f53\u66dd\u5149\uff1a\u591a\u9636\u6bb5\u5f52\u56e0\u6a21\u578b\u3002\u201d SSRN \u63d0\u4f9b\uff1ahttps:\/\/ssrn.com\/abstract=2158421\n<\/li>\n<li data-source-line=\"345-346\">\nDanaher, PJ, &amp; van Heerde, HJ (2018). \u201c\u5f52\u56e0\u9519\u89c9\uff1a\u591a\u5a92\u4f53\u9884\u7b97\u5206\u914d\u4e2d\u5f52\u56e0\u5e94\u7528\u7684\u6ce8\u610f\u4e8b\u9879\u3002\u201d\u300a\u5e02\u573a\u8425\u9500\u7814\u7a76\u6742\u5fd7\u300b\uff0c55(5)\uff0c667-685\u3002\n<\/li>\n<li data-source-line=\"347-348\">\nKumar, A.\u3001Bezawada, R.\u3001Rishika, R.\u3001Janakiraman, R. \u548c Kannan, PK (2016)\u3002\u201c\u4ece\u793e\u4ea4\u5230\u9500\u552e\uff1a\u793e\u4ea4\u5a92\u4f53\u4e2d\u4f01\u4e1a\u751f\u6210\u5185\u5bb9\u5bf9\u6d88\u8d39\u8005\u884c\u4e3a\u7684\u5f71\u54cd\u3002\u201d\u300a\u5e02\u573a\u8425\u9500\u6742\u5fd7\u300b\uff0c80(1)\uff0c7-25\u3002\n<\/li>\n<\/ol>\n<h2 id=\"practical-implementation-checklist\" tabindex=\"-1\" data-source-line=\"349-349\"><span class=\"ez-toc-section\" id=\"Practical_Implementation_Checklist\"><\/span>\u5b9e\u9645\u5b9e\u65bd\u6e05\u5355<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u4f7f\u7528\u6b64\u6e05\u5355\u6765\u6307\u5bfc\u60a8\u7684\u5f52\u56e0\u7b56\u7565\u5b9e\u65bd\uff1a\n<strong>\u7b2c\u4e00\u9636\u6bb5\uff1a\u51c6\u5907<\/strong>\n<ul data-source-line=\"354-359\">\n<li data-source-line=\"354-354\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5b9a\u4e49\u5f52\u56e0\u76ee\u6807\u548c\u76ee\u7684<\/li>\n<li data-source-line=\"355-355\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u786e\u4fdd\u5229\u76ca\u76f8\u5173\u8005\u7684\u652f\u6301<\/li>\n<li data-source-line=\"356-356\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5ba1\u8ba1\u5f53\u524d\u7684\u8425\u9500\u6280\u672f<\/li>\n<li data-source-line=\"357-357\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u8bb0\u5f55\u5ba2\u6237\u65c5\u7a0b\u9636\u6bb5<\/li>\n<li data-source-line=\"358-359\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u786e\u5b9a\u5173\u952e\u8f6c\u5316\u4e8b\u4ef6<\/li>\n<\/ul>\n<strong>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u57fa\u7840<\/strong>\n<ul data-source-line=\"361-366\">\n<li data-source-line=\"361-361\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u9009\u62e9\u521d\u59cb\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"362-362\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u6807\u51c6\u5316\u5e7f\u544a\u7cfb\u5217\u8ddf\u8e2a\u53c2\u6570<\/li>\n<li data-source-line=\"363-363\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5b9e\u65bd\u8de8\u6e20\u9053\u8ddf\u8e2a<\/li>\n<li data-source-line=\"364-364\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u8bbe\u7f6e\u6570\u636e\u6536\u96c6\u9a8c\u8bc1<\/li>\n<li data-source-line=\"365-366\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u521b\u5efa\u5f52\u56e0\u6570\u636e\u5b57\u5178<\/li>\n<\/ul>\n<strong>\u7b2c\u4e09\u9636\u6bb5\uff1a\u5b9e\u65bd<\/strong>\n<ul data-source-line=\"368-373\">\n<li data-source-line=\"368-368\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u914d\u7f6e\u5f52\u56e0\u5de5\u5177\/\u5e73\u53f0<\/li>\n<li data-source-line=\"369-369\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u8fde\u63a5\u6570\u636e\u6e90<\/li>\n<li data-source-line=\"370-370\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5b9a\u4e49\u5f52\u56e0\u56de\u987e\u7a97\u53e3<\/li>\n<li data-source-line=\"371-371\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u8bbe\u7f6e\u6e20\u9053\u5206\u7ec4\u548c\u5206\u7c7b<\/li>\n<li data-source-line=\"372-373\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u521b\u5efa\u521d\u59cb\u62a5\u544a\u548c\u4eea\u8868\u677f<\/li>\n<\/ul>\n<strong>\u7b2c\u56db\u9636\u6bb5\uff1a\u6fc0\u6d3b<\/strong>\n<ul data-source-line=\"375-380\">\n<li data-source-line=\"375-375\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u57f9\u8bad\u8425\u9500\u56e2\u961f\u4e86\u89e3\u5f52\u56e0\u89c1\u89e3<\/li>\n<li data-source-line=\"376-376\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5efa\u7acb\u5b9a\u671f\u62a5\u544a\u8282\u594f<\/li>\n<li data-source-line=\"377-377\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5236\u5b9a\u6d1e\u5bdf\u5230\u884c\u52a8\u7684\u6846\u67b6<\/li>\n<li data-source-line=\"378-378\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u6839\u636e\u8c03\u67e5\u7ed3\u679c\u521b\u5efa\u6d4b\u8bd5\u534f\u8bae<\/li>\n<li data-source-line=\"379-380\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u8bb0\u5f55\u521d\u6b65\u7684\u80dc\u5229\u548c\u7ecf\u9a8c\u6559\u8bad<\/li>\n<\/ul>\n<strong>\u7b2c\u4e94\u9636\u6bb5\uff1a\u8fdb\u5316<\/strong>\n<ul data-source-line=\"382-387\">\n<li data-source-line=\"382-382\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5ba1\u67e5\u5e76\u5b8c\u5584\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"383-383\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5c06\u8ddf\u8e2a\u6269\u5c55\u81f3\u5176\u4ed6\u6e20\u9053<\/li>\n<li data-source-line=\"384-384\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5f00\u53d1\u66f4\u590d\u6742\u7684\u5206\u6790<\/li>\n<li data-source-line=\"385-385\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u5c06\u5f52\u56e0\u4e0e\u89c4\u5212\u6d41\u7a0b\u76f8\u7ed3\u5408<\/li>\n<li data-source-line=\"386-387\"><input disabled=\"disabled\" type=\"checkbox\" \/>\u00a0\u6784\u5efa\u9ad8\u7ea7\u4f18\u5316\u80fd\u529b<\/li>\n<\/ul>\n<h2 id=\"conclusion\" tabindex=\"-1\" data-source-line=\"388-388\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>\u7ed3\u8bba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u6210\u529f\u7684\u5f52\u56e0\u7b56\u7565\u5e76\u975e\u4e00\u9879\u5feb\u901f\u6216\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u4f46\u5176\u76ca\u5904\u7edd\u5bf9\u503c\u5f97\u4ed8\u51fa\u52aa\u529b\u3002\u5982\u679c\u5b9e\u65bd\u5f97\u5f53\uff0c\u5f52\u56e0\u80fd\u591f\u63d0\u4f9b\u4f18\u5316\u8425\u9500\u6295\u8d44\u3001\u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u548c\u63a8\u52a8\u66f4\u4f73\u4e1a\u52a1\u6210\u679c\u6240\u9700\u7684\u6e05\u6670\u5ea6\u3002\u6700\u6210\u529f\u7684\u5f52\u56e0\u65b9\u6cd5\u5177\u6709\u4e00\u4e9b\u5171\u540c\u7684\u8981\u7d20\uff1a\n<ol data-source-line=\"394-399\">\n<li data-source-line=\"394-394\"><strong>\u660e\u786e\u7684\u76ee\u6807<\/strong>\u00a0\u5c06\u5f52\u56e0\u4e0e\u4e1a\u52a1\u6210\u679c\u8054\u7cfb\u8d77\u6765<\/li>\n<li data-source-line=\"395-395\"><strong>\u5168\u9762\u8ffd\u8e2a<\/strong>\u00a0\u6355\u6349\u5b8c\u6574\u7684\u5ba2\u6237\u65c5\u7a0b<\/li>\n<li data-source-line=\"396-396\"><strong>\u5408\u9002\u7684\u6a21\u578b<\/strong>\u00a0\u4e0e\u4e1a\u52a1\u9700\u6c42\u548c\u80fd\u529b\u4fdd\u6301\u4e00\u81f4<\/li>\n<li data-source-line=\"397-397\"><strong>\u5207\u5b9e\u53ef\u884c\u7684\u89c1\u89e3<\/strong>\u00a0\u63a8\u52a8\u6709\u610f\u4e49\u7684\u4f18\u5316<\/li>\n<li data-source-line=\"398-399\"><strong>\u7ec4\u7ec7\u6574\u5408<\/strong>\u00a0\u5c06\u5f52\u56e0\u7eb3\u5165\u51b3\u7b56<\/li>\n<\/ol>\n\u968f\u7740\u8425\u9500\u683c\u5c40\u5728\u66f4\u591a\u6e20\u9053\u548c\u8bbe\u5907\u4e0a\u4e0d\u65ad\u5206\u5316\uff0c\u5f52\u56e0\u7684\u91cd\u8981\u6027\u53ea\u4f1a\u65e5\u76ca\u51f8\u663e\u3002\u73b0\u5728\u5c31\u57f9\u517b\u5f3a\u5927\u5f52\u56e0\u80fd\u529b\u7684\u7ec4\u7ec7\u5c06\u5728\u6709\u6548\u914d\u7f6e\u8d44\u6e90\u548c\u5feb\u901f\u54cd\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u5e02\u573a\u6761\u4ef6\u65b9\u9762\u62e5\u6709\u663e\u8457\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u65e0\u8bba\u60a8\u662f\u521a\u521a\u5f00\u59cb\u63a2\u7d22\u5f52\u56e0\u7684\u5c0f\u578b\u4f01\u4e1a\uff0c\u8fd8\u662f\u5e0c\u671b\u63d0\u5347\u81ea\u8eab\u80fd\u529b\u7684\u4f01\u4e1a\uff0c\u5173\u952e\u5728\u4e8e\u7acb\u8db3\u73b0\u72b6\uff0c\u5229\u7528\u73b0\u6709\u8d44\u6e90\uff0c\u5e76\u6301\u7eed\u6539\u8fdb\u65b9\u6cd5\u3002\u9075\u5faa\u672c\u6307\u5357\u6982\u8ff0\u7684\u6846\u67b6\uff0c\u60a8\u53ef\u4ee5\u6784\u5efa\u4e00\u5957\u5f52\u56e0\u7b56\u7565\uff0c\u4ece\u800c\u5f7b\u5e95\u6539\u53d8\u60a8\u5bf9\u8425\u9500\u5de5\u4f5c\u7684\u7406\u89e3\u548c\u4f18\u5316\u65b9\u5f0f\u3002\u5982\u9700\u83b7\u53d6\u66f4\u591a\u8d44\u6e90\u548c\u4e13\u4e1a\u652f\u6301\uff0c\u4ee5\u5236\u5b9a\u60a8\u7684\u8425\u9500\u5f52\u56e0\u7b56\u7565\uff0c\u00a0<a href=\"https:\/\/attrisight.com\/zh\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u89c6\u529b<\/a>\u00a0\u63d0\u4f9b\u4e13\u4e1a\u77e5\u8bc6\u548c\u5de5\u5177\uff0c\u52a0\u901f\u60a8\u5b9e\u73b0\u6570\u636e\u9a71\u52a8\u8425\u9500\u4f18\u5316\u7684\u8fdb\u7a0b\u3002","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981\uff1a\u5bf9\u4e8e\u5bfb\u6c42\u4e86\u89e3\u54ea\u4e9b\u8425\u9500\u5de5\u4f5c\u771f\u6b63\u63a8\u52a8\u6210\u679c\u7684\u73b0\u4ee3\u4f01\u4e1a\u800c\u8a00\uff0c\u6784\u5efa\u6210\u529f\u7684\u8425\u9500\u5f52\u56e0\u7b56\u7565\u81f3\u5173\u91cd\u8981\u3002\u672c\u6587\u63d0\u4f9b\u4e86\u4e00\u4efd\u5168\u9762\u7684\u8def\u7ebf\u56fe\uff0c\u5e2e\u52a9\u60a8\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u5f52\u56e0\u6846\u67b6\uff0c\u6db5\u76d6\u4ece\u8bbe\u5b9a\u76ee\u6807\u3001\u9009\u62e9\u6a21\u578b\u5230\u5b9e\u65bd\u6311\u6218\u548c\u4f18\u5316\u6280\u5de7\u7684\u65b9\u65b9\u9762\u9762\u3002\u672c\u6587\u5c06\u901a\u8fc7\u5b9e\u7528\u6b65\u9aa4\u3001\u4e13\u5bb6\u89c1\u89e3\u2026\u2026<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-277","post","type-post","status-publish","format-standard","hentry","category-attribution"],"yoast_head":"<!-- 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