This paper systematically investigates the absolute monotonicity of two function families associated with the Gaussian hypergeometric function (where ): and , as well as the logarithmic transform . Our primary goal is to establish necessary and sufficient conditions for the parameter such that , and are absolutely monotonic on . Additionally, we derive several results regarding the absolute monotonicity of their higher-order derivatives. As applications, we derive several new inequalities for the Gaussian hypergeometric function . Most importantly, we develop a novel constructive approach based on Jurkat’s criterion for power series ratios, which avoids limitations of cumbersome recursive/inductive methods in existing literature.

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