When conducting a significance test in practice, how should you choose the alpha level? Use a larger alpha when the consequences of mistakenly rejecting the null hypothesis are more serious. Always use alpha=0.05 since it’s the most appropriate for every situation. Always use alpha=0.05 since it’s the most commonly used one. Use a smaller alpha when the consequences of mistakenly rejecting the null hypothesis are more serious.