{"id":905,"date":"2026-10-10T20:10:36","date_gmt":"2026-10-10T13:10:36","guid":{"rendered":"https:\/\/dykhoa.com\/blog\/thuat-ngu\/phan-tich-gop\/"},"modified":"2026-10-10T20:12:42","modified_gmt":"2026-10-10T13:12:42","slug":"phan-tich-gop","status":"publish","type":"thuat_ngu","link":"https:\/\/dykhoa.com\/blog\/thuat-ngu\/phan-tich-gop\/","title":{"rendered":"Ph\u00e2n t\u00edch g\u1ed9p (meta-analysis) l\u00e0 g\u00ec?"},"content":{"rendered":"<p>M\u1ed9t nghi\u00ean c\u1ee9u nh\u1ecf c\u00f3 th\u1ec3 cho k\u1ebft qu\u1ea3 r\u1ea5t kh\u00e1c m\u1ed9t nghi\u00ean c\u1ee9u l\u1edbn v\u1ec1 c\u00f9ng c\u00e2u h\u1ecfi. Ph\u00e2n t\u00edch g\u1ed9p gi\u00fap nh\u00ecn c\u00e1c k\u1ebft qu\u1ea3 \u0111\u00f3 c\u00f9ng l\u00fac, thay v\u00ec ch\u1ecdn ra m\u1ed9t nghi\u00ean c\u1ee9u &#8220;h\u1ee3p \u00fd&#8221;. B\u00e1o ch\u00ed s\u1ee9c kh\u1ecfe th\u01b0\u1eddng nh\u1eafc \u0111\u1ebfn ph\u01b0\u01a1ng ph\u00e1p n\u00e0y, \u0111\u00f4i khi v\u1edbi t\u00ean g\u1ecdi &#8220;ph\u00e2n t\u00edch t\u1ed5ng h\u1ee3p&#8221;.<\/p>\n<h2>Ph\u00e2n t\u00edch g\u1ed9p ho\u1ea1t \u0111\u1ed9ng th\u1ebf n\u00e0o?<\/h2>\n<p>Ph\u1ea7n l\u1edbn ph\u00e2n t\u00edch g\u1ed9p t\u00ednh trung b\u00ecnh c\u00f3 tr\u1ecdng s\u1ed1 c\u1ee7a c\u00e1c k\u1ebft qu\u1ea3: nghi\u00ean c\u1ee9u c\u00f3 sai s\u1ed1 chu\u1ea9n nh\u1ecf h\u01a1n, th\u01b0\u1eddng l\u00e0 nghi\u00ean c\u1ee9u l\u1edbn h\u01a1n, \u0111\u01b0\u1ee3c t\u00ednh tr\u1ecdng s\u1ed1 l\u1edbn h\u01a1n (Deeks v\u00e0 cs., 2024). K\u1ebft qu\u1ea3 th\u01b0\u1eddng \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y b\u1eb1ng bi\u1ec3u \u0111\u1ed3 r\u1eebng (forest plot). Trong \u0111\u00f3, m\u1ed7i nghi\u00ean c\u1ee9u l\u00e0 m\u1ed9t \u00f4 vu\u00f4ng k\u00e8m \u0111\u01b0\u1eddng kho\u1ea3ng tin c\u1eady, c\u00f2n k\u1ebft qu\u1ea3 g\u1ed9p l\u00e0 h\u00ecnh thoi \u1edf cu\u1ed1i bi\u1ec3u \u0111\u1ed3 (Deeks v\u00e0 cs., 2024).<\/p>\n<h2>Ph\u00e2n t\u00edch g\u1ed9p mang l\u1ea1i l\u1ee3i \u00edch g\u00ec?<\/h2>\n<p>Theo Cochrane Handbook, ph\u00e2n t\u00edch g\u1ed9p c\u00f3 th\u1ec3 (Deeks v\u00e0 cs., 2024):<\/p>\n<ul>\n<li>t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a \u01b0\u1edbc t\u00ednh t\u00e1c \u0111\u1ed9ng;<\/li>\n<li>tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi m\u00e0 t\u1eebng nghi\u00ean c\u1ee9u ri\u00eang l\u1ebb kh\u00f4ng \u0111\u1eb7t ra;<\/li>\n<li>gi\u00fap gi\u1ea3i quy\u1ebft tranh c\u00e3i khi c\u00e1c nghi\u00ean c\u1ee9u cho k\u1ebft qu\u1ea3 m\u00e2u thu\u1eabn.<\/li>\n<\/ul>\n<p>\u0110\u00e2y c\u0169ng l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn hi\u1ec7n t\u01b0\u1ee3ng \u0111\u01b0\u1ee3c b\u00e0n trong b\u00e0i <a href=\"https:\/\/dykhoa.com\/blog\/hai-nghien-cuu-cho-ket-qua-trai-nguoc\/\">v\u00ec sao hai nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 cho k\u1ebft qu\u1ea3 tr\u00e1i ng\u01b0\u1ee3c nhau<\/a>.<\/p>\n<h2>Khi n\u00e0o ph\u00e2n t\u00edch g\u1ed9p c\u00f3 th\u1ec3 g\u00e2y hi\u1ec3u sai?<\/h2>\n<p>Khi c\u00e1c nghi\u00ean c\u1ee9u qu\u00e1 kh\u00e1c nhau. Ng\u01b0\u1eddi l\u00e0m ph\u00e2n t\u00edch g\u1ed9p c\u1ea7n \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t (heterogeneity), v\u00ed d\u1ee5 b\u1eb1ng ch\u1ec9 s\u1ed1 I\u00b2 (Deeks v\u00e0 cs., 2024). N\u1ebfu c\u00e1c nghi\u00ean c\u1ee9u kh\u00e1c bi\u1ec7t l\u1edbn, nh\u1ea5t l\u00e0 khi t\u00e1c \u0111\u1ed9ng \u0111i theo hai h\u01b0\u1edbng ng\u01b0\u1ee3c nhau, con s\u1ed1 trung b\u00ecnh c\u00f3 th\u1ec3 g\u00e2y hi\u1ec3u sai v\u00e0 kh\u00f4ng n\u00ean g\u1ed9p (Deeks v\u00e0 cs., 2024). K\u1ebft qu\u1ea3 g\u1ed9p c\u0169ng c\u00f3 th\u1ec3 sai l\u1ec7ch n\u1ebfu b\u1ecf qua thi\u1ebft k\u1ebf nghi\u00ean c\u1ee9u, nguy c\u01a1 thi\u00ean l\u1ec7ch v\u00e0 thi\u00ean l\u1ec7ch c\u00f4ng b\u1ed1 (Deeks v\u00e0 cs., 2024).<\/p>\n<h2>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n<h3>Ph\u00e2n t\u00edch g\u1ed9p v\u00e0 t\u1ed5ng quan h\u1ec7 th\u1ed1ng c\u00f3 gi\u1ed1ng nhau kh\u00f4ng?<\/h3>\n<p>Kh\u00f4ng. Ph\u00e2n t\u00edch g\u1ed9p l\u00e0 k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea, c\u00f2n t\u1ed5ng quan h\u1ec7 th\u1ed1ng l\u00e0 to\u00e0n b\u1ed9 quy tr\u00ecnh t\u00ecm, ch\u1ecdn v\u00e0 \u0111\u00e1nh gi\u00e1 b\u1eb1ng ch\u1ee9ng, c\u00f3 th\u1ec3 c\u00f3 ho\u1eb7c kh\u00f4ng c\u00f3 ph\u00e2n t\u00edch g\u1ed9p (Deeks v\u00e0 cs., 2024).<\/p>\n<h3>\u0110\u1ecdc tin &#8220;ph\u00e2n t\u00edch g\u1ed9p cho th\u1ea5y&#8230;&#8221;, n\u00ean ki\u1ec3m tra g\u00ec?<\/h3>\n<p>N\u00ean xem c\u00e1c nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c g\u1ed9p c\u00f3 t\u01b0\u01a1ng \u0111\u1ed3ng kh\u00f4ng, v\u00e0 t\u00e1c gi\u1ea3 c\u00f3 \u0111\u00e1nh gi\u00e1 t\u00ednh kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t, nguy c\u01a1 thi\u00ean l\u1ec7ch hay kh\u00f4ng (Deeks v\u00e0 cs., 2024). Xem th\u00eam b\u00e0i <a href=\"https:\/\/dykhoa.com\/blog\/mot-nghien-cuu-moi-co-du-de-ket-luan\/\">m\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi c\u00f3 \u0111\u1ee7 \u0111\u1ec3 k\u1ebft lu\u1eadn \u0111i\u1ec1u g\u00ec \u0111\u00fang<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ph\u00e2n t\u00edch g\u1ed9p l\u00e0 g\u00ec? C\u00e1ch ho\u1ea1t \u0111\u1ed9ng, l\u1ee3i \u00edch theo Cochrane Handbook v\u00e0 khi n\u00e0o con s\u1ed1 g\u1ed9p c\u00f3 th\u1ec3 g\u00e2y hi\u1ec3u sai.<\/p>\n","protected":false},"author":1,"featured_media":0,"template":"","meta":{"_dktn_en":"Meta-analysis","_dktn_abbr":"","_dktn_aliases":"ph\u00e2n t\u00edch t\u1ed5ng h\u1ee3p","_dktn_short":"Ph\u00e2n t\u00edch g\u1ed9p l\u00e0 ph\u01b0\u01a1ng ph\u00e1p k\u1ebft h\u1ee3p b\u1eb1ng th\u1ed1ng k\u00ea k\u1ebft qu\u1ea3 c\u1ee7a t\u1eeb hai nghi\u00ean c\u1ee9u ri\u00eang bi\u1ec7t tr\u1edf l\u00ean, th\u01b0\u1eddng b\u1eb1ng trung b\u00ecnh c\u00f3 tr\u1ecdng s\u1ed1, \u0111\u1ec3 c\u00f3 \u01b0\u1edbc t\u00ednh ch\u00ednh x\u00e1c h\u01a1n so v\u1edbi t\u1eebng nghi\u00ean c\u1ee9u \u0111\u01a1n l\u1ebb.","_dktn_short_src":"Deeks v\u00e0 cs., 2024","_dktn_refs":"Deeks, J. J., Higgins, J. P. T., Altman, D. G., McKenzie, J. E., & Veroniki, A. A. (2024). Chapter 10: Analysing data and undertaking meta-analyses. In J. P. T. Higgins, J. Thomas, J. Chandler, M. Cumpston, T. Li, M. J. Page, & V. A. Welch (Eds.), *Cochrane handbook for systematic reviews of interventions* (Version 6.5). Cochrane. https:\/\/training.cochrane.org\/handbook\/current\/chapter-10","_dktn_reviewed":"2026-10-10","_dktn_related_terms":[904],"_dktn_related_posts":[881,888],"footnotes":""},"nhom_thuat_ngu":[476],"class_list":["post-905","thuat_ngu","type-thuat_ngu","status-publish","hentry","nhom_thuat_ngu-nghien-cuu-bang-chung"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ph\u00e2n t\u00edch g\u1ed9p (meta-analysis) l\u00e0 g\u00ec? - Dy Khoa Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dykhoa.com\/blog\/thuat-ngu\/phan-tich-gop\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ph\u00e2n t\u00edch g\u1ed9p (meta-analysis) l\u00e0 g\u00ec? - Dy Khoa Blog\" \/>\n<meta property=\"og:description\" content=\"Ph\u00e2n t\u00edch g\u1ed9p l\u00e0 g\u00ec? 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