The Maximum Amount is a company that specializes in making fashionable clothes in large sizes for plussize people. A survey was performed for the Maximum Amount, and a regression analysis was run on some of the data.
Of interest in this analysis was the possible relationship between self-esteem (dependent variable) and number of Maximum Amount articles purchased last year (independent variables). Self-esteem was measured on a 7-point scale in which 1 signifies very low and 7 indicates very high self-esteem. Below are some items that have been taken from the output.
All statistical tests are significant at the 0.01 level or less. What is the correct interpretation of these findings?