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In this paper, we study λ-biharmonic hypersurfaces in the product space L^{m}\times, where L^{m} is an Einstein space and is a real line. We prove that λ-biharmonic hypersurfaces with constant mean curvature in L^{m}\times are either minimal or vertical cylinders, and obtain some classification results for λ$-biharmonic hypersurfaces under various constraints. Furthermore, we investigate λ-biharmonic hypersurfaces in the product space L^{m}©\times, where L^{m}© is a space form with constant sectional curvature c, and categorize hypersurfaces that are either totally umbilical or semi-parallel.

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