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Background<br />

The federal <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage<br />

The federal <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage was last increased in July <str<strong>on</strong>g>of</str<strong>on</strong>g> 2009,<br />

nearly five years ago. During the past two decades, many states<br />

have passed legislati<strong>on</strong> fixing the <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage at a higher<br />

level than the federal <str<strong>on</strong>g>minimum</str<strong>on</strong>g>. The maps in Figure 1 show that<br />

while states in every regi<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> the United States have adopted<br />

higher <str<strong>on</strong>g>minimum</str<strong>on</strong>g> <str<strong>on</strong>g>wages</str<strong>on</strong>g>, they are not distributed randomly by<br />

geography. As shown in the 2013 study “Credible Research<br />

Designs for Minimum Wage Studies,” by ec<strong>on</strong>omists Sylvia<br />

Allegretto, Arindrajit Dube, Michael Reich, and Ben Zipperer,<br />

these states vary systematically from the other states by a number<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> characteristics that affect low-wage employment trends, but<br />

which are not themselves related to <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage policy. 14<br />

The n<strong>on</strong>random pattern <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage adopti<strong>on</strong> has<br />

important implicati<strong>on</strong>s for obtaining unbiased estimates <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

<str<strong>on</strong>g>minimum</str<strong>on</strong>g> <str<strong>on</strong>g>wages</str<strong>on</strong>g> <strong>on</strong> employment. In particular, nati<strong>on</strong>al panel<br />

studies that use state and time fixed effect models—such as<br />

a 1992 study by David Neumark and William Wascher—<br />

spuriously estimate negative employment <str<strong>on</strong>g>effects</str<strong>on</strong>g>. The reas<strong>on</strong><br />

for this result is uncovered using tests for pre-trends. These<br />

tests find that low-wage employment was already declining two<br />

years before <str<strong>on</strong>g>minimum</str<strong>on</strong>g> <str<strong>on</strong>g>wages</str<strong>on</strong>g> were implemented. By making a<br />

statistically large number <str<strong>on</strong>g>of</str<strong>on</strong>g> local comparis<strong>on</strong>s that c<strong>on</strong>trol for<br />

heterogeneity am<strong>on</strong>g states and by time eliminates this pretrend.<br />

For this reas<strong>on</strong>, we c<strong>on</strong>duct similar tests for our SNAP<br />

outcomes and use model specificati<strong>on</strong>s that include local<br />

comparis<strong>on</strong>s, as in the study cited above.<br />

FIGURE 1<br />

High versus low <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage states<br />

from 1990 to 2012<br />

Means and variances<br />

Average <str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage over 1990–2012<br />

More than $5.33<br />

Less than or equal to $5.33<br />

Minimum wage variance over 1990–2012<br />

More than $1.21<br />

Less than or equal to $1.21<br />

Notes: State means and variances were calculated using annual state<br />

<str<strong>on</strong>g>minimum</str<strong>on</strong>g> wage data from 1990 to 2012. The shading <strong>on</strong> the maps<br />

partiti<strong>on</strong>s the states into above- and below-median values.<br />

Source: Sylvia Allegretto and others, “Credible Research Designs for<br />

Minimum Wage Studies.” Working Paper 148-13 (Institute for Research<br />

<strong>on</strong> Labor and Employment, 2013), available at http://www.irle.berkeley.edu/workingpapers/148-13.pdf.<br />

Background | www.americanprogress.org 5

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