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We study the notion of strong $r$-stability for the context of closed hypersurfaces ${\Sigma }^n$ ($n\ge 3$) with constant $(r+1)$-th mean curvature $H_{r+1}$ immersed into the Euclidean sphere ${𝕊}^{n+1}$, where $r\in \{1,...,n-2\}$. In this setting, under a suitable restriction on the $r$-th mean curvature $H_r$, we establish that there are no $r$-strongly stable closed hypersurfaces immersed in a certain region of ${𝕊}^{n+1}$, a region that is determined by a totally umbilical sphere of ${𝕊}^{n+1}$. We also provide a rigidity result for such hypersurfaces.