The article introduces a new test to check if the logistic distribution fits well with data on growth curves in survival and biology studies. The test uses a method called empirical likelihood ratio and estimates distribution parameters using maximum likelihood. Through simulations, the test's power is compared with other tests, showing its effectiveness. An example is also provided to demonstrate how the test works in practice.