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Viewing: Blog Posts Tagged with: median, Most Recent at Top [Help]
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1. Why don’t people pay off credit card debt?

By Irina A. Telyukova


In the United States, around 25% of households tend have a substantial amount of expensive credit card debt that they carry over multiple months or even years, while also holding significant liquid assets, i.e. balances in checking and savings accounts.

For example, in 2001 data, such households paid an average 14% interest rate on the credit card, while earning nearly no return on the bank accounts. A median such household had $3800 in credit card debt, and $3000 in the bank.  The average amounts were about $5800 and $7200, respectively.  This behavior is quite persistent with age, as the picture below shows. It is also persistent over time, at least over the last two decades. The statistics for 2010 are very close to those for 2001.

It may seem that given the cost of revolving credit card debt, people should pay it off if they have any money in the bank. Hence, the phenomenon has been termed the “credit card debt puzzle”. Much of the discussion of it in the literature interpreted it as evidence that people lack self-control, or that they lack the financial sophistication to plan properly. In my study, I instead focused on a more familiar idea: that people hold on to money in the bank because they may need it for expenses for which credit cannot be used, and such expenses could be large and unexpected.  Not only do we pay our rents and mortgages still largely by check or electronic payment from the bank, but if we have a large car or home repair to take care of, the contractor might give preferential pricing to a cash payment or simply not accept credit cards. Indeed I find that homeowners are more likely to simultaneously have debt and money in the bank, and that home repairs are an important source of large and unpredictable expenses for most households. Then, even if a household has credit card debt, it may not be optimal to draw down the bank account to zero to repay the debt.  Incidentally, this idea has been advanced in the past by those who have studied the same behavior on the side of firms.

The story is intuitive; the difficult part is measuring how well this explanation can account for the puzzle, because we do not have good data on how people pay for things during a typical month, and because it is difficult to disentangle which expenses are unpredictable. Nevertheless, using several household surveys and a model of household portfolio choice, I measured both typical monthly liquid expenses (i.e. those done by cash, check, debit and other ways that require the bank account to have a positive balance), and the extent of uncertainty in them. I find that for the median person, there appears to be enough uncertainty to warrant holding on the order of $3,000 of liquid assets, even if she has credit card debt as well. In other words, many people who simultaneously have credit card debt and money in the bank are behaving without violation of self-control or rationality, under the constraint that they do not have enough money both to pay off their debt and attend to their expected monthly expense needs.

While the story accounts for the median amount of money held in the bank by those who also have credit card debt, the average household has a lot more money in the bank, and more money than credit card debt. This means that there are people who have very large amounts of liquid assets while still revolving credit card debt. While such households may face more severe risks than the average case that I measured, and while some may hold money in the bank because they foresee a possibility of a job loss and want to be able to pay at least their average expenses, it does suggest that some people may be able to improve their financial positions by examining their bank and credit card balances, and the interest costs that they pay on the credit card debt, to see if they can pay off some of their debt using their money in the bank.

Irina A. Telyukova is an assistant professor of economics at the University of California, San Diego. Her research focuses on different aspects of household saving. She has several publications on credit card debt and money demand. Her current research is about the use of home equity in retirement, in the United States and across countries, including a study about reverse mortgages. She is the author of the paper ‘Household Need for Liquidity and the Credit Card Debt Puzzle’, which appears in The Review of Economic Studies.

The Review of Economic Studies aims to encourage research in theoretical and applied economics, especially by young economists. It is widely recognised as one of the core top-five economics journal, with a reputation for publishing path-breaking papers, and is essential reading for economists.

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Image Credits: (1) Graph produced by the author. Do not reproduce without permission. (2) Credit Card. By Gökhan ARICI, iStockphoto

The post Why don’t people pay off credit card debt? appeared first on OUPblog.

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2. Librarians in the U.S. from 1880-2009

An analysis using 120 years of census data

By Sydney Beveridge, Susan Weber and Andrew A. Beveridge, Social Explorer


The U.S. Census first collected data on librarians in 1880, a year after the founding of the American Library Association.  They only counted 636 librarians nationwide.  Indeed, one respondent reported on his census form that he was the “Librarian of Congress.”  The U.S. Census, which became organized as a permanent Bureau in 1902, can be used to track the growth of the library profession.  The number of librarians grew over the next hundred years, peaking at 307,273 in 1990.  Then, the profession began to shrink, and as of 2009, it had dropped by nearly a third to 212,742.  The data enable us to measure the growth, the gender split in this profession known to be mostly female, and to explore other divides in income and education, as they changed over time.

We examined a number of socioeconomic trends over the duration, and focused in on 1950 the first year that detailed wage data were recorded, 1990 at the peak of the profession and 2009 the most currently available data.1 We looked at data within the profession and made comparisons across the work world.

For the first 110 years of data, the number of librarians increased, especially after World War II.  In 1990, the trend reversed.  Over the past 20 years, the number of librarians has dropped by 31 percent, though the decline has slowed.

Considering the nation today, the states with the largest librarian populations are: Pennsylvania, Illinois, New York, Texas and California.  Meanwhile, the states with the highest concentrations of librarians (or librarians per capita) are: Vermont, D.C., Rhode Island, Alabama, New Hampshire.  Table 1 in the appendix gives the count and proportion of librarians by state in 2009.

Median Earnings

The Census Bureau has kept records of librarian wages since 1940.  Median2 Librarian wages (whether full-time or part-time) increased until 1980, though they were a lower percentage of the median wages of all workers.  Indeed, between 1970 and 1980 librarian wages declined nearly $4,000—more than twice the drop of median wages across all professions.  (This wage drop was in the context of the Oil Embargo in the mid-1970s, and the economic fall-out that that caused.)  In 1990 Librarian median wages declined further and were the same as those for all workers, but by 2009 they had gained in relative terms, and reached their peak of $40,000.  (All these figures are adjusted for inflation.)  By 2009 the typical librarian earned over one-third more than a typical US worker.  According to the Census results, Librarians have enjoyed consistently high employment rates.  For instance in 2009, the unemployment rate among librarians was just two percent–one-fifth the national rate.

A Feminine Profession

Today, 83 percent of librarians are women, but in the 1880s men had the edge, making up 52 percent of the 636 librarians enumerated.  In 1930, male librarians were truly rare, making up just 8 percent of the librarian population.

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