Background: Reversible cardiac arrest and diseases related to reduced blood flow to the brain cause transient global cerebral ischemia (GCI), which may induce long-term cognitive deficits. In addition, hippocampal cornu ammonis 1 (CA1) pyramidal neurons are selectively vulnerable to ischemic insults and play an important role in memory. This study aimed to determine the effects of the Angelica sinensis (Oliv.) Diels (ASD) extract on ischemia-induced memory deficits at 28 d after transient global cerebral ischemia (GCI) and to investigate the precise mechanisms underlying the p38 mitogen-activated protein kinase (MAPK)-related signaling pathway’s involvement in hippocampal neurogenesis. Rats underwent 25 min of four-vessel occlusion. The ASD extract was intragastrically administered at doses of 0.25 g/kg (ASD-0.25 g), 0.5 g/kg (ASD-0.5 g), 1 g/kg (ASD-1 g), 1 g/kg after dimethyl sulfoxide administration (D+ASD-1 g), or 1 g/kg after SB203580 (a p38 MAPK inhibitor) administration (SB+ASD-1 g) at 1, 3, 7, 10, 14, 17, 21, and 24 d after transient GCI. Results: ASD-0.5 g, ASD-1 g, and D+ASD-1 g treatments effectively attenuated memory deficits and had the following effects: upregulation of bromodeoxyuridine (BrdU) and Ki67 expression, and BrdU/neuronal nuclei (NeuN) co-expression in the hippocampal dentate gyrus (DG); upregulation of microtubule-associated protein 2 /NeuN co-expression in the hippocampal CA1 region; upregulation of phospho-p38 MAPK (p-p38 MAPK), phospho-cAMP response element-binding protein (p-CREB), brain-derived neurotrophic factor (BDNF), glial cell line-derived neurotrophic factor (GDNF), and vascular endothelial growth factor A (VEGF-A) expression in the hippocampus. Furthermore, most BrdU-positive cells colocalized with NeuN and Ki67 in the hippocampal DG. SB+ASD-1 g treatment abrogated the effects of ASD-1 g on the expression of these proteins and exacerbated memory deficits. Conclusion: ASD-0.5 g and ASD-1 g treatments provided neuroprotective effects against memory deficits by enhancing hippocampal neurogenesis and dendritic stability. The effects of the ASD extract on hippocampal neurogenesis and neuronal survival are caused by the activation of p38 MAPK–mediated CREB/BDNF, GDNF, and VEGF-A signaling pathways in the hippocampus at 28 d after transient GCI.