{"id":39232,"date":"2025-11-14T10:31:59","date_gmt":"2025-11-14T15:31:59","guid":{"rendered":"https:\/\/www.lightspeedsystems.com\/?p=39232"},"modified":"2025-11-19T16:58:01","modified_gmt":"2025-11-19T21:58:01","slug":"turning-app-data-into-answers-that-drive-action","status":"publish","type":"post","link":"https:\/\/www.lightspeedsystems.com\/zh\/blog\/turning-app-data-into-answers-that-drive-action\/","title":{"rendered":"\u5c06\u5e94\u7528\u6570\u636e\u8f6c\u5316\u4e3a\u9a71\u52a8\u884c\u52a8\u7684\u7b54\u6848"},"content":{"rendered":"<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#00afd7;color:#00afd7\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-d780e3843ee16acab9c83a0f6097c9ce\" id=\"h-3-key-takeaways\" style=\"color:#00afd7\">3 \u4e2a\u5173\u952e\u8981\u70b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-384c08d9702efbc37aa956b7d147a2a0\" style=\"color:#00afd7\"><strong>\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u53ef\u4ee5\u51cf\u5c11\u504f\u89c1\uff1a<\/strong> \u4e3a\u8bfe\u7a0b\u3001\u6821\u56ed\u548c\u8d22\u52a1\u56e2\u961f\u914d\u5907\u4f7f\u7528\u60c5\u51b5\u5206\u6790\u5de5\u5177\uff0c\u4f7f\u7eed\u8ba2\u548c\u8d2d\u4e70\u51b3\u7b56\u57fa\u4e8e\u4e8b\u5b9e\u800c\u975e\u60c5\u7eea\u3002.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-c2ad3ddd9be6adf943b64dac6e86eeba\" style=\"color:#00afd7\"><strong>\u6218\u7565\u5de5\u5177\u7684\u9650\u5236\u589e\u5f3a\u4e86\u4e13\u6ce8\u529b\u548c\u652f\u6301\u529b\uff1a<\/strong> \u6bcf\u4e2a\u6559\u5b66\u7528\u4f8b\u91c7\u7528 2-5 \u4e2a\u5de5\u5177\u7684\u9650\u5236\uff0c\u5e76\u6839\u636e HQIM \u8bc4\u5206\u6807\u51c6\u8fdb\u884c\u8bc4\u4f30\uff0c\u4ee5\u63d0\u9ad8\u8fde\u8d2f\u6027\u3001\u4e13\u5bb6\u80fd\u529b\u548c\u53ef\u8861\u91cf\u7684\u5f71\u54cd\u3002.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b859176874c2af2e51211bb6009a8ab3\" style=\"color:#00afd7\"><strong>\u5408\u89c4\u900f\u660e\u5316\u80fd\u591f\u5efa\u7acb\u4fe1\u4efb\uff1a<\/strong> \u516c\u5f00\u5206\u4eab\u5ba1\u6279\u6807\u51c6\u3001\u6570\u636e\u534f\u8bae\u548c\u65e0\u969c\u788d\u6587\u6863\uff0c\u5e76\u5c06\u6280\u672f\u9886\u5bfc\u8005\u5b9a\u4f4d\u4e3a\u201c\u77e5\u60c5\u4eba\u58eb\u201d\uff0c\u4ee5\u4fc3\u8fdb\u5458\u5de5\u3001\u5bb6\u5c5e\u548c\u4f9b\u5e94\u5546\u4e4b\u95f4\u7684\u7406\u89e3\u3002.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#00afd7;color:#00afd7\"\/>\n\n\n\n<p>\u5982\u4eca\uff0c\u5404\u5b66\u533a\u9762\u4e34\u7740\u8d44\u6e90\u65e5\u76ca\u7d27\u5f20\u7684\u5c40\u9762\uff0c\u9700\u8981\u5408\u7406\u5229\u7528\u6280\u672f\u9884\u7b97\uff0c\u6ee1\u8db3\u4e0d\u65ad\u63d0\u9ad8\u7684\u9690\u79c1\u5408\u89c4\u8981\u6c42\uff0c\u5e76\u786e\u4fdd\u6bcf\u4e00\u9879\u6570\u5b57\u5316\u5de5\u5177\u90fd\u80fd\u6709\u6548\u652f\u6301\u5b66\u4e60\u3002\u5728\u6700\u65b0\u4e00\u671f\u7684 Lightspeed Insight \u7f51\u7edc\u7814\u8ba8\u4f1a\u4e0a\uff0c\u6559\u80b2\u754c\u9886\u8896 Carrie Squyres\uff08\u5723\u5b89\u4e1c\u5c3c\u5965\u5317\u533a\u72ec\u7acb\u5b66\u533a\uff09\u548c Luke Mund\uff08\u4e39\u4f5b\u516c\u7acb\u5b66\u6821\uff09\u5206\u4eab\u4e86\u4ed6\u4eec\u5982\u4f55\u901a\u8fc7\u63d0\u5347\u6570\u5b57\u5316\u751f\u6001\u7cfb\u7edf\u7684\u900f\u660e\u5ea6\uff0c\u505a\u51fa\u66f4\u660e\u667a\u3001\u66f4\u4ee5\u6570\u636e\u4e3a\u5bfc\u5411\u7684\u51b3\u7b56\uff0c\u4ece\u800c\u786e\u4fdd\u6559\u5b66\u4e0e\u5b89\u5168\u76ee\u6807\u7684\u4e00\u81f4\u6027\u3002.<\/p>\n\n\n\n<p>\u6ca1\u80fd\u53c2\u52a0\u7f51\u7edc\u7814\u8ba8\u4f1a\uff1f <a href=\"https:\/\/www.lightspeedsystems.com\/zh\/resources\/webinars\/turning-app-data-into-answers-that-drive-action\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u70b9\u51fb\u8fd9\u91cc\u89c2\u770b\u5f55\u50cf\u3002.<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-post-pandemic-app-surge-and-its-lasting-impact-on-school-districts\">\u75ab\u60c5\u540e\u5e94\u7528\u7a0b\u5e8f\u6fc0\u589e\u53ca\u5176\u5bf9\u5b66\u533a\u7684\u6301\u4e45\u5f71\u54cd<\/h2>\n\n\n\n<p>\u75ab\u60c5\u671f\u95f4\u5411\u4e00\u5bf9\u4e00\u8bbe\u5907\u8fc7\u6e21\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u5e94\u7528\u7a0b\u5e8f\u6fc0\u589e\u3002\u51ef\u8389\u56de\u987e\u8fd9\u6bb5\u7ecf\u5386\u65f6\u8bf4\u9053\uff1a\u201c\u6211\u4eec\u5f53\u65f6\u6709\u4e00\u7b14\u8d44\u91d1\uff0c\u53ef\u4ee5\u7528\u6765\u8d2d\u4e70\u6240\u6709\u8fd9\u4e9b\u8bbe\u5907\u3001\u6240\u6709\u76f8\u5173\u7684\u5e94\u7528\u7a0b\u5e8f\u4ee5\u53ca\u6240\u6709\u914d\u5957\u5e73\u53f0\u3002\u201d\u5bf9\u4e8e\u5317\u533a\u72ec\u7acb\u5b66\u533a\u548c\u8bb8\u591a\u5176\u4ed6\u5b66\u533a\u800c\u8a00\uff0c\u8fd9\u79cd\u5feb\u901f\u6269\u5f20\u9020\u6210\u4e86\u957f\u671f\u7684\u8d22\u653f\u538b\u529b\uff0c\u8f6f\u4ef6\u7eed\u8ba2\u5982\u4eca\u5fc5\u987b\u5728\u6709\u9650\u7684\u9884\u7b97\u5185\u5c55\u5f00\u7ade\u4e89\u3002.<\/p>\n\n\n\n<p>\u4e39\u4f5b\u516c\u7acb\u5b66\u6821\u4e5f\u9047\u5230\u4e86\u7c7b\u4f3c\u7684\u6311\u6218\u3002\u5362\u514b\u7684\u56e2\u961f\u53d1\u73b0\u5b66\u6821\u6b63\u5728\u4f7f\u7528\u8d85\u8fc71000\u4e2a\u5e94\u7528\u7a0b\u5e8f\uff0c\u5176\u4e2d\u8bb8\u591a\u662f\u901a\u8fc7\u5206\u6563\u7684\u5c0f\u989d\u8d2d\u4e70\u83b7\u5f97\u7684\u3002\u201c\u6211\u4eec\u6709\u5f88\u591a$150\u7684\u8ba2\u5355\u2026\u2026\u56e0\u4e3a\u6821\u957f\u6839\u672c\u4e0d\u5728\u4e4e\u8ba2\u5355\u91d1\u989d\u53ea\u6709$150\uff0c\u201d\u4ed6\u6307\u51fa\u3002\u5e74\u5ea6\u8f6f\u4ef6\u652f\u51fa\u9ad8\u8fbe$2100\u4e07\u7f8e\u5143\uff0c\u51f8\u663e\u4e86\u96c6\u4e2d\u5316\u7ba1\u7406\u3001\u6218\u7565\u6574\u5408\u7684\u5fc5\u8981\u6027\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-visibility-as-the-foundation-for-informed-decisions\">\u53ef\u89c1\u6027\u662f\u505a\u51fa\u660e\u667a\u51b3\u7b56\u7684\u57fa\u7840<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.lightspeedsystems.com\/zh\/products\/lightspeed-digital-insight\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5149\u901f\u6d1e\u5bdf\u2122<\/a> \u8fd9\u4e24\u4e2a\u5b66\u533a\u90fd\u83b7\u5f97\u4e86\u7edf\u4e00\u7684\u4f7f\u7528\u60c5\u51b5\u3001\u6210\u672c\u548c\u5408\u89c4\u6027\u89c6\u56fe\u3002\u4e39\u4f5b\u5b66\u533a\u5c06\u5176\u6d3b\u8dc3\u5e94\u7528\u7a0b\u5e8f\u5217\u8868\u4ece 1000 \u591a\u4e2a\u7cbe\u7b80\u81f3 400 \u4e2a\u5df2\u6279\u51c6\u7684\u5de5\u5177\u3002\u5317\u533a\u5b66\u533a\u5219\u901a\u8fc7\u6821\u56ed\u7ea7\u4eea\u8868\u76d8\u8d4b\u80fd\u8bfe\u7a0b\u8d1f\u8d23\u4eba\u3001\u6821\u957f\u548c\u6559\u52a1\u4e3b\u4efb\uff0c\u4f7f\u4ed6\u4eec\u7684\u51b3\u7b56\u4e0d\u518d\u53d7\u4e2a\u4eba\u559c\u597d\u5de6\u53f3\u3002\u6b63\u5982\u51ef\u8389\u6240\u8bf4\uff1a\u201c\u6211\u4eec\u9700\u8981\u77e5\u9053\u54ea\u4e9b\u5de5\u5177\u6b63\u5728\u88ab\u4f7f\u7528\uff0c\u54ea\u4e9b\u5de5\u5177\u6ca1\u6709\u88ab\u4f7f\u7528\uff0c\u800c\u4e0d\u662f\u57fa\u4e8e\u5bf9\u8bbe\u5907\u2026\u2026\u6216\u8005\u6211\u4eec\u771f\u6b63\u559c\u6b22\u4f7f\u7528\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u611f\u53d7\u548c\u60c5\u7eea\u6765\u505a\u51b3\u5b9a\u3002\u201d<\/p>\n\n\n\n<p>\u8d22\u52a1\u7ba1\u7406\u968f\u4e4b\u800c\u6765\u3002\u4e39\u4f5b\u4eca\u5e74\u901a\u8fc7\u5c06\u5b66\u6821\u5c42\u9762\u7684\u8bb8\u53ef\u8bc1\u6574\u5408\u4e3a\u5168\u533a\u534f\u8bae\uff0c\u8282\u7701\u4e86\u8d85\u8fc7100,000\u7f8e\u5143\u3002\u5317\u533a\u76ee\u524d\u6b63\u5728\u5229\u7528\u8bbe\u5907\u4f7f\u7528\u6570\u636e\u6765\u8bc4\u4f30\u5728\u6bcf\u4e2a\u5e74\u7ea7\u5b9e\u65bd1:1\u90e8\u7f72\u662f\u5426\u4ecd\u7136\u53ef\u6301\u7eed\uff0c\u5c24\u5176\u662f\u5728iPad\u66f4\u65b0\u6362\u4ee3\u6570\u91cf\u53ef\u80fd\u63a5\u8fd113,000\u4e07\u53f0\u7684\u60c5\u51b5\u4e0b\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-compliance-a-driver-of-transparency-and-trust\">\u5408\u89c4\uff1a\u900f\u660e\u5ea6\u548c\u4fe1\u4efb\u7684\u9a71\u52a8\u529b<\/h2>\n\n\n\n<p>\u5dde\u7ea7\u6cd5\u89c4\u5df2\u5c06\u5408\u89c4\u6027\u4ece\u884c\u653f\u7ec6\u8282\u63d0\u5347\u81f3\u6218\u7565\u91cd\u70b9\u3002\u5fb7\u514b\u8428\u65af\u5dde\u7684\u300aScope\u6cd5\u6848\u300b\u548c\u79d1\u7f57\u62c9\u591a\u5dde\u7684HB21-110\u65e0\u969c\u788d\u6cd5\u6848\u90fd\u8981\u6c42\u4f9b\u5e94\u5546\u627f\u62c5\u4e25\u683c\u7684\u8d23\u4efb\u3002\u4e39\u4f5b\u516c\u7acb\u5b66\u6821\u5728\u5176\u516c\u5f00\u7684\u201c\u5b66\u672f\u6280\u672f\u83dc\u5355\u201d\uff08ATM\uff09\u4e0a\u516c\u5e03\u4e86\u6240\u6709\u6570\u636e\u4fdd\u62a4\u9644\u5f55\uff0c\u800c\u8bfa\u65af\u8d5b\u5fb7\u5b66\u533a\u5219\u5c55\u793a\u4e86\u6bcf\u9879\u5de5\u5177\u7684\u5ba1\u6279\u72b6\u6001\u548c\u7406\u7531\u3002\u201c\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u770b\u5230\u54ea\u4e9b\u5de5\u5177\u5df2\u83b7\u6279\u51c6\uff0c\u5982\u679c\u67d0\u9879\u5de5\u5177\u6b63\u5728\u5ba1\u6279\u6216\u672a\u83b7\u6279\u51c6\uff0c\u4ed6\u4eec\u4e5f\u80fd\u770b\u5230\u539f\u56e0\uff0c\u201d\u51ef\u8389\u89e3\u91ca\u9053\u3002.<\/p>\n\n\n\n<p>\u8fd9\u79cd\u900f\u660e\u5ea6\u4e5f\u4f53\u73b0\u5728\u4e0e\u4f9b\u5e94\u5546\u7684\u8c08\u5224\u4e2d\u3002\u4e24\u4f4d\u9886\u5bfc\u8005\u73b0\u5728\u90fd\u4f1a\u7528\u5b9e\u65f6\u6570\u636e\u6765\u9a8c\u8bc1\u4f7f\u7528\u60c5\u51b5\u7684\u8bf4\u6cd5\u3002\u5362\u514b\u6700\u8fd1\u7ea0\u6b63\u4e86\u4e00\u5bb6\u4f9b\u5e94\u5546\u5938\u5927\u7684\u4ea7\u54c1\u91c7\u7528\u7387\uff1a\u201c\u5b9e\u9645\u4e0a\uff0c\u5728\u8fc7\u53bb\u7684\u516d\u4e2a\u6708\u91cc\uff0c\u4f60\u4eec\u7684\u91c7\u7528\u7387\u53ea\u6709\u5927\u7ea6\u4e09\u5206\u4e4b\u4e00\u3002\u201d\u51ef\u8389\u4e5f\u8fd0\u7528\u540c\u6837\u7684\u6d1e\u5bdf\u529b\uff0c\u5f15\u5bfc\u6821\u56ed\u5c42\u9762\u5173\u6ce8\u53ef\u6269\u5c55\u4e14\u5408\u89c4\u7684\u89e3\u51b3\u65b9\u6848\u3002\u5979\u6e05\u6670\u5730\u9610\u8ff0\u4e86\u8fd9\u79cd\u601d\u7ef4\u8f6c\u53d8\uff1a\u201c\u6211\u4eec\u4e0d\u518d\u53ea\u60f3\u505a\u2018\u8bf4\u4e0d\u2019\u7684\u4eba\uff0c\u800c\u662f\u60f3\u6210\u4e3a\u2019\u77e5\u9053\u2019\u7684\u4eba\u3002\u2018<\/p>\n\n\n\n<h2 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