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I have run my model and found that all t-values are too low to support my hypothesis, so could someone please recommend me about the ways to increase t-values.

There are many ways to potentially do that. The best and scientifically sound ways would be to increase sample size if it is small or try to fix multicollinearity issues if they are severe. Also measurement problems could yield high variance of estimates and thus low t-values.