{"id":195923,"date":"2024-05-09T22:25:15","date_gmt":"2024-05-09T14:25:15","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/195923.html"},"modified":"2024-05-09T22:25:18","modified_gmt":"2024-05-09T14:25:18","slug":"%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0pls-sem%e7%ae%97%e6%b3%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/195923.html","title":{"rendered":"\u5982\u4f55\u5b9e\u73b0PLS-SEM\u7b97\u6cd5"},"content":{"rendered":"

\"\u5982\u4f55\u5b9e\u73b0PLS-SEM\u7b97\u6cd5\"<\/p>\n

\u5b9e\u73b0\u504f\u6700\u5c0f\u4e8c\u4e58\u7ed3\u6784\u65b9\u7a0b\u6a21\u578b\uff08PLS-SEM\uff09\u7b97\u6cd5\u4e3b\u8981\u6d89\u53ca\u51e0\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a\u9009\u62e9\u5408\u9002\u7684\u8f6f\u4ef6\u5de5\u5177\u3001\u6570\u636e\u51c6\u5907\u3001\u6a21\u578b\u5efa\u7acb\u3001\u53c2\u6570\u4f30\u8ba1\u3001\u6a21\u578b\u8bc4\u4f30<\/strong>\uff0c\u4ee5\u53ca\u7ed3\u679c\u89e3\u91ca<\/strong>\u3002\u9009\u62e9\u5408\u9002\u7684\u8f6f\u4ef6\u5de5\u5177<\/strong>\u662f\u5f00\u59cb\u5b9e\u65bdPLS-SEM\u7b97\u6cd5\u7684\u7b2c\u4e00\u6b65\uff0c\u5b83\u80fd\u591f\u4e3a\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e00\u4e2a\u64cd\u4f5c\u754c\u9762\u548c\u8ba1\u7b97\u5e73\u53f0\u4ee5\u6267\u884c\u7b97\u6cd5\u3002\u5e02\u9762\u4e0a\u6709\u591a\u79cd\u8f6f\u4ef6\u652f\u6301PLS-SEM\u7b97\u6cd5\uff0c\u5305\u62ecSmartPLS\u3001PLS-Graph\u548cADANCO\u7b49\uff0c\u6bcf\u79cd\u5de5\u5177\u90fd\u6709\u5176\u7279\u70b9\u548c\u64cd\u4f5c\u65b9\u5f0f\u3002\u9009\u62e9\u5408\u9002\u7684\u8f6f\u4ef6\u4e0d\u4ec5\u80fd\u591f\u63d0\u9ad8\u7814\u7a76\u6548\u7387\uff0c\u8fd8\u80fd\u591f\u786e\u4fdd\u5206\u6790\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u5982\u4f55\u5177\u4f53\u5b9e\u73b0PLS-SEM\u7b97\u6cd5\u7684\u6bcf\u4e00\u4e2a\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u9009\u62e9\u5408\u9002\u7684\u8f6f\u4ef6\u5de5\u5177<\/h3>\n<\/p>\n

\u5728\u8fdb\u884cPLS-SEM\u5206\u6790\u4e4b\u524d\uff0c\u9009\u53d6\u4e00\u4e2a\u5408\u9002\u7684\u8f6f\u4ef6\u5de5\u5177\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u73b0\u4eca\u5e02\u9762\u4e0a\u6709\u591a\u79cd\u8f6f\u4ef6\u53ef\u4f9b\u9009\u62e9\uff0c\u5982SmartPLS\u3001PLS-Graph\u3001ADANCO\u7b49\u3002\u6bcf\u4e2a\u8f6f\u4ef6\u90fd\u6709\u5176\u4f18\u52bf\u548c\u7279\u70b9\uff0c\u7814\u7a76\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u548c\u504f\u597d\u6765\u9009\u62e9\u3002<\/p>\n<\/p>\n

SmartPLS<\/strong>\u662f\u4f7f\u7528\u6700\u4e3a\u5e7f\u6cdb\u7684PLS-SEM\u8f6f\u4ef6\u4e4b\u4e00\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\u548c\u4e30\u5bcc\u7684\u6570\u636e\u5206\u6790\u529f\u80fd\u3002SmartPLS\u652f\u6301\u9ad8\u7ea7\u7684\u6a21\u578b\u8bc4\u4f30\u65b9\u6cd5\uff0c\u5982\u975e\u53c2\u6570\u68c0\u9a8c\u548c\u591a\u7ec4\u6bd4\u8f83\u7b49\u3002<\/p>\n<\/p>\n

PLS-Graph<\/strong>\u867d\u7136\u5728\u529f\u80fd\u4e0a\u4e0d\u5982SmartPLS\u4e30\u5bcc\uff0c\u4f46\u5b83\u662f\u4e00\u4e2a\u514d\u8d39\u5de5\u5177\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u9884\u7b97\u6709\u9650\u7684\u7814\u7a76\u4eba\u5458\u3002<\/p>\n<\/p>\n

ADANCO<\/strong>\u662f\u6700\u65b0\u5f00\u53d1\u7684PLS-SEM\u8f6f\u4ef6\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e9b\u72ec\u7279\u7684\u529f\u80fd\uff0c\u5982\u5bf9\u590d\u6742\u6a21\u578b\u7684\u9ad8\u7ea7\u652f\u6301\u548c\u591a\u5c42\u6a21\u578b\u7684\u5206\u6790\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u6570\u636e\u51c6\u5907<\/h3>\n<\/p>\n

\u5728\u9009\u5b9a\u8f6f\u4ef6\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u6570\u636e\u51c6\u5907\u3002\u6570\u636e\u51c6\u5907<\/strong>\u4e3b\u8981\u5305\u62ec\u6570\u636e\u6536\u96c6\u548c\u6570\u636e\u6e05\u6d17\u4e24\u4e2a\u90e8\u5206\u3002<\/p>\n<\/p>\n

\u6570\u636e\u6536\u96c6<\/strong>\u662f\u7814\u7a76\u8fc7\u7a0b\u4e2d\u7684\u9996\u8981\u4efb\u52a1\uff0c\u9700\u8981\u786e\u4fdd\u6536\u96c6\u7684\u6570\u636e\u80fd\u591f\u5145\u5206\u53cd\u6620\u7814\u7a76\u95ee\u9898\u548c\u5047\u8bbe\u3002\u6b64\u9636\u6bb5\uff0c\u7814\u7a76\u4eba\u5458\u9700\u8bbe\u8ba1\u95ee\u5377\u6216\u91c7\u96c6\u5b9e\u9645\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n<\/p>\n

\u6570\u636e\u6e05\u6d17<\/strong>\u6d89\u53ca\u5230\u5904\u7406\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u6570\u636e\u683c\u5f0f\u5316\u7b49\u3002\u6570\u636e\u6e05\u6d17\u7684\u76ee\u7684\u662f\u4e3a\u4e86\u4fdd\u8bc1\u540e\u7eed\u5206\u6790\u7684\u51c6\u786e\u6027\uff0c\u901a\u5e38\u9700\u8981\u91c7\u7528\u7edf\u8ba1\u8f6f\u4ef6\u6765\u8f85\u52a9\u5b8c\u6210\u8fd9\u4e00\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u6a21\u578b\u5efa\u7acb<\/h3>\n<\/p>\n

\u6a21\u578b\u5efa\u7acb<\/strong>\u662fPLS-SEM\u5206\u6790\u7684\u6838\u5fc3\u6b65\u9aa4\uff0c\u8fd9\u4e00\u6b65\u9aa4\u8981\u6c42\u7814\u7a76\u4eba\u5458\u6839\u636e\u7406\u8bba\u548c\u7814\u7a76\u76ee\u7684\u6765\u6784\u5efa\u6a21\u578b\u3002PLS-SEM\u652f\u6301\u4e24\u7c7b\u53d8\u91cf\uff1a\u663e\u6027\u53d8\u91cf\u548c\u6f5c\u5728\u53d8\u91cf\uff0c\u5efa\u6a21\u8fc7\u7a0b\u4e2d\u9700\u8981\u660e\u786e\u8fd9\u4e9b\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n<\/p>\n

\u9996\u5148\uff0c\u786e\u5b9a\u6a21\u578b\u7684\u7ed3\u6784<\/strong>\uff0c\u5305\u62ec\u5185\u90e8\u6a21\u578b\uff08\u6f5c\u5728\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff09\u548c\u5916\u90e8\u6a21\u578b\uff08\u6f5c\u5728\u53d8\u91cf\u4e0e\u663e\u6027\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff09\u3002\u5145\u5206\u5229\u7528\u7406\u8bba\u77e5\u8bc6\uff0c\u6784\u5efa\u51fa\u5408\u7406\u7684\u6a21\u578b\u67b6\u6784\u662f\u6b64\u6b65\u9aa4\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n

\u5176\u6b21\uff0c\u5b9a\u4e49\u8def\u5f84\u5173\u7cfb<\/strong>\uff0c\u660e\u786e\u53d8\u91cf\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u8fd9\u4e9b\u5173\u7cfb\u5c06\u5728\u4e4b\u540e\u7684\u53c2\u6570\u4f30\u8ba1\u4e2d\u88ab\u68c0\u9a8c\u3002<\/p>\n<\/p>\n

\u56db\u3001\u53c2\u6570\u4f30\u8ba1<\/h3>\n<\/p>\n

\u53c2\u6570\u4f30\u8ba1\u662fPLS-SEM\u7b97\u6cd5\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u73af\u8282\uff0c\u5b83\u901a\u8fc7\u6570\u5b66\u8ba1\u7b97\u6765\u4f30\u8ba1\u6a21\u578b\u4e2d\u8def\u5f84\u7cfb\u6570\u7684\u5927\u5c0f\u3002PLS\u7b97\u6cd5\u91c7\u7528\u8fed\u4ee3\u65b9\u6cd5<\/strong>\u6765\u4f30\u8ba1\u8fd9\u4e9b\u7cfb\u6570\uff0c\u5305\u542b\u4e24\u4e2a\u4e3b\u8981\u6b65\u9aa4\uff1a\u5185\u6a21\u578b\u4f30\u8ba1\u548c\u5916\u6a21\u578b\u4f30\u8ba1\u3002<\/p>\n<\/p>\n

\u5728\u5185\u6a21\u578b\u4f30\u8ba1<\/strong>\u4e2d\uff0c\u7b97\u6cd5\u901a\u8fc7\u6700\u5c0f\u5316\u6f5c\u5728\u53d8\u91cf\u7684\u65b9\u5dee\u6765\u4f30\u8ba1\u8def\u5f84\u7cfb\u6570\u3002\u5916\u6a21\u578b\u4f30\u8ba1<\/strong>\u5219\u662f\u5bf9\u6bcf\u4e2a\u6f5c\u5728\u53d8\u91cf\u548c\u5176\u76f8\u5e94\u663e\u6027\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u8fdb\u884c\u4f30\u8ba1\u3002\u6b64\u8fc7\u7a0b\u91cd\u590d\u8fdb\u884c\uff0c\u76f4\u5230\u4f30\u8ba1\u7ed3\u679c\u6536\u655b\u3002<\/p>\n<\/p>\n

\u4e94\u3001\u6a21\u578b\u8bc4\u4f30<\/h3>\n<\/p>\n

\u5b8c\u6210\u53c2\u6570\u4f30\u8ba1\u540e\uff0c\u63a5\u4e0b\u6765\u8fdb\u884c\u6a21\u578b\u8bc4\u4f30<\/strong>\u3002\u6a21\u578b\u8bc4\u4f30<\/strong>\u4e3b\u8981\u901a\u8fc7\u4e24\u7c7b\u6807\u51c6\u6765\u8fdb\u884c\uff1a\u53ef\u9760\u6027\u548c\u6548\u5ea6\u3002<\/p>\n<\/p>\n

\u53ef\u9760\u6027\u8bc4\u4f30<\/strong>\u4e3b\u8981\u901a\u8fc7\u5185\u90e8\u4e00\u81f4\u6027\u7cfb\u6570\uff08\u5982Cronbach\u2019s Alpha\uff09\u548c\u590d\u5408\u53ef\u9760\u6027\uff08CR\uff09\u6765\u5ea6\u91cf\u3002\u8fd9\u4e9b\u6307\u6807\u53cd\u6620\u4e86\u6a21\u578b\u4e2d\u53d8\u91cf\u7684\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\u3002<\/p>\n<\/p>\n

\u6548\u5ea6\u8bc4\u4f30<\/strong>\u5219\u662f\u901a\u8fc7\u5185\u5bb9\u6548\u5ea6\u3001\u6784\u5ff5\u6548\u5ea6\uff08\u5982\u6536\u655b\u6548\u5ea6\u548c\u533a\u5206\u6548\u5ea6\uff09\u6765\u5b9e\u73b0\u3002\u6548\u5ea6\u8bc4\u4f30\u65e8\u5728\u786e\u4fdd\u6a21\u578b\u548c\u6570\u636e\u80fd\u591f\u7cbe\u786e\u5730\u53cd\u6620\u51fa\u7814\u7a76\u7684\u6784\u5ff5\u548c\u7406\u8bba\u3002<\/p>\n<\/p>\n

\u516d\u3001\u7ed3\u679c\u89e3\u91ca<\/h3>\n<\/p>\n

\u6700\u540e\u4e00\u6b65\u662f\u7ed3\u679c\u89e3\u91ca<\/strong>\u3002\u5728\u6b64\u9636\u6bb5\uff0c\u7814\u7a76\u4eba\u5458\u9700\u8981\u57fa\u4e8e\u53c2\u6570\u4f30\u8ba1\u548c\u6a21\u578b\u8bc4\u4f30\u7684\u7ed3\u679c\u6765\u89e3\u91ca\u6a21\u578b\u3002\u8def\u5f84\u7cfb\u6570\u7684\u5927\u5c0f\u548c\u65b9\u5411<\/strong>\u80fd\u591f\u63ed\u793a\u53d8\u91cf\u4e4b\u95f4\u7684\u5f71\u54cd\u5173\u7cfb\uff0c\u800c\u6a21\u578b\u7684\u53ef\u9760\u6027\u548c\u6548\u5ea6\u6307\u6807<\/strong>\u5219\u63d0\u4f9b\u4e86\u6a21\u578b\u8d28\u91cf\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n

\u5728\u89e3\u91ca\u7ed3\u679c\u65f6\uff0c\u8fd8\u9700\u8981\u8003\u8651\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u5b9e\u9645\u5e94\u7528\u610f\u4e49\uff0c\u5c06\u7814\u7a76\u7ed3\u679c\u4e0e\u7406\u8bba\u80cc\u666f\u548c\u5b9e\u9645\u60c5\u51b5\u76f8\u7ed3\u5408\u3002\u6b64\u5916\uff0c\u6839\u636e\u5206\u6790\u7ed3\u679c\u8c03\u6574\u6a21\u578b\uff0c\u8fdb\u884c\u591a\u8f6e\u5206\u6790\uff0c\u76f4\u5230\u5f97\u5230\u6ee1\u610f\u7684\u7ed3\u679c\uff0c\u4e5f\u662f\u8fd9\u4e00\u9636\u6bb5\u7684\u91cd\u8981\u5de5\u4f5c\u3002<\/p>\n<\/p>\n

\u901a\u8fc7\u4e0a\u8ff0\u516d\u4e2a\u6b65\u9aa4\u7684\u8be6\u7ec6\u63cf\u8ff0\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff0c\u5b9e\u73b0PLS-SEM\u7b97\u6cd5\u662f\u4e00\u4e2a\u7cfb\u7edf\u800c\u590d\u6742\u7684\u8fc7\u7a0b\uff0c\u5b83\u6d89\u53ca\u5230\u591a\u4e2a\u73af\u8282\u7684\u7d27\u5bc6\u914d\u5408\u3002\u7814\u7a76\u4eba\u5458\u9700\u8981\u638c\u63e1\u76f8\u5e94\u7684\u7406\u8bba\u77e5\u8bc6\u548c\u5206\u6790\u6280\u80fd\uff0c\u624d\u80fd\u6709\u6548\u5730\u5b9e\u65bdPLS-SEM\u7b97\u6cd5\uff0c\u4ece\u800c\u83b7\u5f97\u6709\u4ef7\u503c\u7684\u7814\u7a76\u7ed3\u679c\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
    \n
  1. \n

    PLS-SEM\u7b97\u6cd5\u7684\u57fa\u672c\u539f\u7406\u662f\u4ec0\u4e48\uff1f<\/strong>
    \nPLS-SEM\uff08Partial Least Squares Structural Equation Modeling\uff09\u7b97\u6cd5\u662f\u4e00\u79cd\u7ed3\u6784\u65b9\u7a0b\u6a21\u578b\u7684\u65b9\u6cd5\uff0c\u5b83\u80fd\u591f\u540c\u65f6\u5bf9\u53d8\u91cf\u4e4b\u95f4\u7684\u56de\u5f52\u5173\u7cfb\u548c\u6f5c\u5728\u56e0\u5b50\u4e4b\u95f4\u7684\u5173\u7cfb\u8fdb\u884c\u5efa\u6a21\u3002\u5176\u57fa\u672c\u539f\u7406\u662f\u901a\u8fc7\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6765\u4f30\u8ba1\u6a21\u578b\u4e2d\u7684\u56de\u5f52\u7cfb\u6570\u548c\u56e0\u5b50\u8f7d\u8377\uff0c\u5e76\u901a\u8fc7\u8def\u5f84\u5206\u6790\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u62df\u5408\u5ea6\u548c\u6548\u679c\u3002<\/p>\n<\/li>\n

  2. \n

    PLS-SEM\u7b97\u6cd5\u4e0e\u5176\u4ed6\u7ed3\u6784\u65b9\u7a0b\u6a21\u578b\u7684\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/strong>
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  3. \n

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