The table has been clipped for length but can be viewed in
its entirety here: http://www.forbes.com/sites/jacquelynsmith/2013/11/27/the-u-s-cities-where-people-earn-the-biggest-and-smallest-paychecks/2/
The data was obtained from Payscale.com. They found the 100
largest “Metropolitan Statistical Areas”, based on 2012 population estimates by
the Census, and provided Forbes with the median pay of workers with at least a
bachelor’s degree in those areas. The
median pay is split into three experience levels: Overall Median Pay (all years
of experience), Starting Median Pay (5 or less years of experience), and
Mid-Career Median Pay (10 or more years of experience).
The way the data was collected was not elaborated within the
article so I turned to Payscale.com. Helpfully, they have a page that explains
their data collection methods: http://www.payscale.com/resources_methodology.
The site collects their salary data by offering free salary comparison surveys
on their website. They offer no compensation or other incentives for survey
filling, and also collect a great deal of information such as years in field,
skills, education, and experience, which they claim makes them unique among salary
surveyors. Payscale.com also only uses profiles submitted within the last year, and claims to process 300,000+ unique salary profile additions per month.
As a result, Payscale.com appears to be a reliable source of
salary information. The lack of incentives discourages salary inflation by
survey-takers, and the time limit for the data ensures relevance. Their large data pool further ensures reliability.
The way the data is interpreted by Forbes, however, is less commendable. The title of the article seems slightly misleading – the median
salary of a worker with at least a bachelor’s degree will be quite different
from that of a city’s overall population, but there is no mention of this filter in the title. The division of career experience
into “Starting” and “Mid-Career” appears somewhat arbitrary, especially since
“Mid-Career” starts from 10 years and has no endpoint.
Salary and cost-of-living are also highly intertwined, and
Forbes does not address this. The article goes over how astounding some of the
median salaries are, but fails to offer the counterpoint of often-astronomical
cost-of-living prices in those metropolitan areas.
In my opinion, while the numbers in this article are very
solid, Forbes missed the chance to add an obvious caveat and as a result
readers may take away the incorrect conclusion that any worker can attain
incredible salary increases merely by moving to a top-ranked city, not
realizing the impact cost-of-living increases may have on those gains, and that only those with bachelor's degrees are taken into count.
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