To illustrate the concept consider the situation where 16 randomly-selected people were chosen to measure the effectiveness of a new training programme on the value of sales. For the training programme to be effective we would expect the hypothesis statement to be H₁: the training programme results in the average value in sales to increase. Given that we are told only that we have a random selection and no information is given about the distribution, then we will use the sign test to answer the question.