THE PROBLEM: ITS SIGNIFICANCE AND METHODS OF STUDY I. THE PROBLEM THE problem with which the following pages deal is one of a type with which the writer has been concerned for a number of years. In the belief that within the current operations of our com- mercial and financial system there are hidden or master facts in- dicative of economic order, studies designed to disclose them have been planned and carried out. The present one proceeds upon the following hypotheses: (1) that norms and trends of similar type characterize series of data reflecting bank operation; (2) that many of the series are interrelated; (3) that the norms, trends and correlations obtaining are quantitatively measurable; (4) that a knowledge of them is of economic significance; and (5) that they are causally related to the operating processes of our competitive system. The problem attacked, therefore, is the verification of the truth or error of these hypotheses. 2. THE PERIODS COVERED AND THE NATURE OF THE DATA The periods, banks, and statistical series selected for study are as follows: 1. For each of the twelve Federal Reserve districts, taken as a unit: Years: 1919-19235, inclusive Banks: the entire membership Series: Total earning assets; loans and discounts; investments; total deposits; time deposits; demand deposits; gross earnings; total expense; salaries and wages; interest on deposits; interest and discount on borrowed money; taxes; “other” expenses: and net earnings. 2. For the First (Boston) District: Banks: the entire membership, individually