So sánh phương pháp

	Thử nghiệm lâm sàng Giai đoạn I theo phương pháp phân tích gộp	Phân tích Meta Mạng
Lĩnh vực	Dịch tễ học	Tổng hợp bằng chứng
Họ	Process / pipeline	Process / pipeline
Năm ra đời	2000s–2010s	2002
Người khởi xướng	Neuenschwander, Capkun-Niggli, Branson, Spiegelhalter and colleagues	Lumley (2002)
Loại	Bayesian meta-analytic dose-finding design	Method
Công trình gốc	Neuenschwander, B., Capkun-Niggli, G., Branson, M., & Spiegelhalter, D. J. (2010). Summarizing historical information on controls in clinical trials. Clinical Trials, 7(1), 5–18.	Lumley, T. (2002). Network meta-analysis for indirect treatment comparisons. Statistics in Medicine, 21(16), 2313–2324.
Tên gọi khác	meta-analytic dose-finding, MAP prior Phase I, MAPT design, Bayesian meta-analytic Phase I	Mixed Treatment Comparison, MTC, Indirect Comparison Meta-Analysis
Liên quan	1	1
Tóm tắt	A meta-analytic Phase I clinical trial formally pools evidence from prior Phase I studies — using Bayesian or frequentist meta-analysis — to construct an informative prior (or summary estimate) for dose-toxicity relationships before or during a new first-in-human or early-phase study. The approach increases statistical efficiency, reduces the number of patients exposed to subtherapeutic or toxic doses, and accelerates dose selection by systematically leveraging all relevant historical dose-finding data.	Network meta-analysis (NMA) is a systematic method for comparing multiple interventions simultaneously within a single analytical framework, incorporating both direct evidence (head-to-head trials) and indirect evidence (comparisons via common comparators). First formalized by Lumley in 2002, NMA allows researchers to rank treatments and quantify comparative effectiveness even when some treatment pairs have never been directly studied.