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Andrew Mattingly and Audrey Watson
In response to the Great Depression, the Fair Labor Standards Act of 1938 instituted numerous labor law reforms. These reforms included establishing a federal minimum wage of $0.25 per hour ($5.49 per hour in today’s dollars). The minimum wage was later increased, and its scope extended to cover more workers. The most recent update, bringing the federal minimum wage up to its current value of $7.25 per hour, became effective 15 years ago in 2009. Since then, there have been growing efforts to increase the federal minimum wage, including a bill introduced in the 117th United States Congress to raise the minimum wage to $15 per hour. This Spotlight on Statistics uses data from the Occupational Employment and Wage Statistics (OEWS) program to explore what types of jobs pay less than $15 per hour and the industries, states, and areas where they are commonly found.
Wage interval | Percent | Employment (millions of jobs) |
---|---|---|
Less than $15.00 |
20.4 | 30.2 |
$15.00–$19.99 |
22.8 | 33.8 |
$20.00–$24.99 |
15.0 | 22.2 |
$25.00–$29.99 |
9.1 | 13.4 |
$30.00–$34.99 |
6.2 | 9.2 |
$35.00–$39.99 |
7.3 | 10.8 |
$40.00–$44.99 |
2.7 | 3.9 |
$45.00–$49.99 |
4.2 | 6.2 |
$50.00–$54.99 |
2.1 | 3.1 |
$55.00–$59.99 |
1.4 | 2.0 |
$60.00–$64.99 |
2.3 | 3.5 |
$65.00–$69.99 |
1.0 | 1.4 |
$70.00–$74.99 |
0.6 | 0.8 |
$75.00–$79.99 |
1.0 | 1.5 |
$80.00–$84.99 |
0.9 | 1.4 |
$85.00–$89.99 |
0.3 | 0.4 |
$90.00–$94.99 |
0.2 | 0.3 |
$95.00–$99.99 |
0.3 | 0.5 |
Greater than or equal to $100 |
2.1 | 3.1 |
Source: U.S. Bureau of Labor Statistics, unpublished special tabulation of Occupational Employment and Wage Statistics data. |
About 30.2 million jobs paid less than $15 per hour in May 2022, representing 20.4 percent of total national employment. Jobs paying $15 to $19.99 per hour were slightly more common at 22.8 percent (33.8 million) of total employment; jobs paying $20 to $24.99 per hour made up an additional 15.0 percent (22.2 million) of employment. Together, nearly 6 in 10 jobs paid less than $25 per hour. On the opposite end of the wage distribution, over a quarter of jobs (39.0 million) paid an hourly wage of $35 or more. Of these high-paying jobs, 8.1 million (5.5 percent of total employment) paid at least $70 per hour.
Wage interval | Employment (millions of jobs) |
Percent in wage interval | |
---|---|---|---|
Of under-$15-per-hour employment | Of total employment | ||
Less than $8.00 |
0.3 | 1.0 | 0.2 |
$8.00–$8.99 |
1.2 | 4.0 | 0.8 |
$9.00–-$9.99 |
1.2 | 4.1 | 0.8 |
$10.00–$10.99 |
3.8 | 12.5 | 2.6 |
$11.00–$11.99 |
3.6 | 11.9 | 2.4 |
$12.00–$12.99 |
3.5 | 11.5 | 2.3 |
$13.00–$13.99 |
7.4 | 24.5 | 5.0 |
$14.00–$14.99 |
9.2 | 30.5 | 6.2 |
Source: U.S. Bureau of Labor Statistics, unpublished special tabulation of Occupational Employment and Wage Statistics data. |
Among the 30.2 million jobs paying less than $15 per hour, the majority paid at least $13 per hour. Roughly 9.2 million jobs paid between $14 and $14.99 per hour, representing 30.5 percent of jobs with hourly wages less than $15. Jobs paying an hourly wage between $13 and $13.99 had the next highest employment: 7.4 million jobs or 24.5 percent of those paid less than $15 per hour. This pattern continued as employment generally increased with hourly wages. Though the federal minimum wage is $7.25, only 0.3 million jobs paid less than $8 per hour. This is due in part to state and local minimum wages that are higher than the federal minimum wage.
Occupational group | Employment (millions of jobs) | Percent of employment in occupational group paying less than $15 per hour | Occupational group employment as a percent of all employment paying less than $15 per hour |
---|---|---|---|
Installation, maintenance, and repair |
0.6 | 10.0 | 1.9 |
Protective service |
0.7 | 21.1 | 2.4 |
Educational instruction and library |
0.8 | 9.5 | 2.7 |
Personal care and service |
1.4 | 49.2 | 4.6 |
Production |
1.6 | 18.0 | 5.2 |
Building and grounds cleaning and maintenance |
1.8 | 40.9 | 5.8 |
Other occupational groups |
1.8 | 3.6 | 6.0 |
Healthcare support |
2.6 | 38.4 | 8.6 |
Transportation and material moving |
3.2 | 23.9 | 10.7 |
Office and administrative support |
3.3 | 17.8 | 11.0 |
Sales and related |
5.1 | 38.4 | 16.8 |
Food preparation and serving related |
7.3 | 58.4 | 24.2 |
Source: U.S. Bureau of Labor Statistics, unpublished special tabulation of Occupational Employment and Wage Statistics data. |
Food preparation and serving related occupations made up nearly a quarter (24.2 percent) of the 30.2 million jobs paying less than $15 per hour. Not only was this one of the largest occupational groups overall, but 58.4 percent of these jobs paid less than $15 per hour, a higher share than any other group. Many jobs paying less than $15 per hour were also found in sales and related occupations (5.1 million) and office and administrative support occupations (3.3 million). These three occupational groups combined accounted for 52.0 percent of jobs with hourly wages below $15.
Occupation | Employment (millions of jobs) | Hourly mean wage (in dollars) | |
---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | ||
Fast food and counter workers |
2.4 | 0.9 | 13.53 |
Cashiers |
2.4 | 0.9 | 13.81 |
Retail salespersons |
2.0 | 1.7 | 16.70 |
Home health and personal care aides |
1.9 | 1.6 | 14.87 |
Waiters and waitresses |
1.3 | 0.8 | 15.87 |
Stockers and order fillers |
1.0 | 1.8 | 17.09 |
Janitors and cleaners, except maids and housekeeping cleaners |
1.0 | 1.2 | 16.33 |
Laborers and freight, stock, and material movers, hand |
0.7 | 2.2 | 18.03 |
Customer service representatives |
0.7 | 2.2 | 19.80 |
Office clerks, general |
0.6 | 1.9 | 19.78 |
Cooks, restaurant |
0.6 | 0.8 | 16.32 |
Food preparation workers |
0.5 | 0.4 | 14.77 |
Cooks, fast food |
0.5 | 0.2 | 13.43 |
Security guards |
0.4 | 0.7 | 17.64 |
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
Fast food and counter workers (2.4 million) and cashiers (2.4 million) were the occupations with the most jobs paying less than $15 per hour. Within both occupations, over 70 percent of jobs paid less than $15 per hour. In contrast, customer service representatives and general office clerks had a smaller share of jobs paying less than $15 per hour, constituting only 23.4 and 25.3 percent of employment, respectively. However, because these occupations were among the largest in the country, each had at least 0.6 million jobs that paid an hourly wage below $15.
Occupation | Percent | Employment | Hourly mean wage (in dollars) | ||
---|---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | ||
Shampooers |
81.2 | 18.8 | 6,070 | 1,410 | 13.40 |
Hosts and hostesses, restaurant, lounge, and coffee shop |
74.3 | 25.7 | 297,630 | 102,790 | 13.64 |
Lifeguards, ski patrol, and other recreational protective service workers |
74.1 | 25.9 | 80,010 | 27,920 | 13.64 |
Fast food and counter workers |
72.9 | 27.1 | 2,425,060 | 899,990 | 13.53 |
Cashiers |
71.7 | 28.3 | 2,364,600 | 931,440 | 13.81 |
Amusement and recreation attendants |
71.5 | 28.5 | 232,220 | 92,370 | 13.63 |
Cooks, fast food |
71.4 | 28.6 | 518,120 | 207,460 | 13.43 |
Ushers, lobby attendants, and ticket takers |
68.0 | 32.0 | 66,840 | 31,510 | 13.80 |
Hotel, motel, and resort desk clerks |
67.3 | 32.7 | 163,770 | 79,420 | 14.57 |
Laundry and dry-cleaning workers |
66.6 | 33.4 | 117,030 | 58,700 | 14.26 |
Childcare workers |
66.6 | 33.5 | 305,760 | 153,710 | 14.22 |
Dining room and cafeteria attendants and bartender helpers |
64.6 | 35.4 | 284,240 | 155,530 | 14.56 |
Dishwashers |
64.3 | 35.8 | 277,430 | 154,400 | 14.21 |
Gambling dealers |
64.2 | 35.8 | 45,750 | 25,540 | 16.51 |
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
Occupations with the largest share of jobs that paid below $15 per hour typically provided services to customers, such as accommodation, food, cleaning, grooming, recreation, and childcare. More than 80 percent of shampooers were paid less than $15 per hour, the highest share among all occupations. After shampooers, the occupations with the largest share of jobs paying less than $15 per hour were restaurant, lounge, and coffee shop hosts and hostesses (74.3 percent of employment); lifeguards, ski patrol, and other recreational protective service workers (74.1 percent); and fast food and counter workers (72.9 percent).
Occupation | Employment (millions of jobs) |
Percent | Hourly mean wage (in dollars) |
||
---|---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | ||
Retail salespersons |
2.0 | 1.7 | 53.9 | 46.1 | 16.70 |
Home health and personal care aides |
1.9 | 1.6 | 55.1 | 44.9 | 14.87 |
General and operations managers |
0.1 | 3.2 | 3.9 | 96.1 | 59.07 |
Fast food and counter workers |
2.4 | 0.9 | 72.9 | 27.1 | 13.53 |
Cashiers |
2.4 | 0.9 | 71.7 | 28.3 | 13.81 |
Registered nurses |
0.0 | 3.1 | 0.3 | 99.7 | 42.80 |
Laborers and freight, stock, and material movers, hand |
0.7 | 2.2 | 25.4 | 74.6 | 18.03 |
Customer service representatives |
0.7 | 2.2 | 23.4 | 76.6 | 19.80 |
Stockers and order fillers |
1.0 | 1.8 | 36.2 | 63.8 | 17.09 |
Office clerks, general |
0.6 | 1.9 | 25.3 | 74.7 | 19.78 |
Janitors and cleaners, except maids and housekeeping cleaners |
1.0 | 1.2 | 46.2 | 53.8 | 16.33 |
Waiters and waitresses |
1.3 | 0.8 | 61.7 | 38.3 | 15.87 |
Heavy and tractor-trailer truck drivers |
0.1 | 1.9 | 6.2 | 93.8 | 25.52 |
Secretaries and administrative assistants, except legal, medical, and executive |
0.3 | 1.5 | 17.0 | 83.0 | 20.87 |
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
There was a notable overlap between the largest occupations in the nation and the occupations with the largest number of jobs paying less than $15 per hour. In 4 of the 5 most common occupations—retail salespersons, home health and personal care aides, fast food and counter workers, and cashiers—the majority of jobs paid less than $15 an hour. Together, these four occupations made up nearly 29 percent of all jobs paying less than $15 per hour. Among the next nine largest occupations, all but waiters and waitresses had a majority of jobs paying $15 or more per hour.
Typical entry-level educational requirement | Percent | Employment | ||
---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | |
Doctoral or professional degree |
0.1 | 3.2 | 36,720 | 3,766,870 |
Master's degree |
0.2 | 2.3 | 67,900 | 2,686,500 |
Bachelor's degree |
2.8 | 30.1 | 856,330 | 35,371,480 |
Associate's degree |
0.9 | 2.5 | 280,970 | 2,890,710 |
Postsecondary nondegree award |
4.1 | 6.6 | 1,252,640 | 7,809,190 |
Some college, no degree |
1.7 | 2.9 | 522,740 | 3,403,150 |
High school diploma or equivalent |
36.8 | 38.6 | 11,099,280 | 45,425,620 |
No formal educational credential |
53.3 | 13.9 | 16,081,720 | 16,334,170 |
Source: U.S. Bureau of Labor Statistics, unpublished special tabulation of Occupational Employment and Wage Statistics data. |
Of jobs paying less than $15 per hour, about 90 percent were in occupations that typically require either a high school diploma or no formal educational credential for entry, compared with 52.5 percent of jobs paying $15 per hour or more. Among jobs paying less than $15 per hour, 4.1 percent were in occupations that typically require a postsecondary nondegree award, such as a certificate, for entry. Occupations typically requiring a bachelor's degree for entry made up 30.1 percent of jobs paying $15 per hour or more, but only 2.8 percent of jobs paying less.
State | Percent | Employment | Hourly mean wage (in dollars) |
||
---|---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | ||
Mississippi |
40.4 | 59.6 | 457,180 | 674,360 | 21.72 |
West Virginia |
35.9 | 64.1 | 243,500 | 434,620 | 23.64 |
Louisiana |
35.7 | 64.3 | 660,340 | 1,187,540 | 24.49 |
Alabama |
35.0 | 65.0 | 701,750 | 1,302,250 | 24.34 |
Arkansas |
34.9 | 65.1 | 429,250 | 801,600 | 23.35 |
Oklahoma |
33.1 | 66.9 | 530,710 | 1,074,080 | 24.49 |
South Carolina |
32.0 | 68.0 | 689,040 | 1,463,260 | 24.35 |
New Mexico |
31.1 | 68.9 | 254,880 | 563,920 | 26.15 |
Tennessee |
28.5 | 71.5 | 890,730 | 2,230,810 | 25.39 |
Kentucky |
28.5 | 71.5 | 541,610 | 1,357,780 | 24.76 |
Texas |
28.4 | 71.6 | 3,693,310 | 9,299,420 | 27.55 |
Nevada |
28.1 | 71.9 | 396,590 | 1,015,600 | 26.68 |
Georgia |
28.1 | 72.0 | 1,293,930 | 3,318,370 | 27.88 |
North Carolina |
27.6 | 72.4 | 1,282,480 | 3,365,040 | 27.03 |
Missouri |
27.4 | 72.6 | 772,260 | 2,047,440 | 26.21 |
South Dakota |
27.3 | 72.7 | 118,940 | 316,320 | 23.99 |
Florida |
27.3 | 72.7 | 2,514,570 | 6,696,300 | 26.91 |
Idaho |
27.3 | 72.7 | 217,660 | 579,770 | 24.69 |
Kansas |
27.1 | 72.9 | 374,350 | 1,006,070 | 25.41 |
Montana |
25.0 | 75.1 | 122,160 | 367,430 | 25.11 |
Indiana |
24.7 | 75.3 | 764,370 | 2,325,270 | 25.72 |
Ohio |
24.7 | 75.3 | 1,327,760 | 4,048,080 | 27.18 |
Nebraska |
23.9 | 76.1 | 231,940 | 738,600 | 26.48 |
Wyoming |
23.4 | 76.7 | 62,600 | 205,520 | 26.17 |
Iowa |
23.3 | 76.7 | 353,920 | 1,166,560 | 25.73 |
Pennsylvania |
23.2 | 76.8 | 1,346,070 | 4,464,480 | 28.11 |
Delaware |
22.4 | 77.6 | 101,840 | 353,670 | 29.93 |
Virginia |
22.1 | 77.9 | 856,840 | 3,016,220 | 31.54 |
Utah |
22.0 | 78.0 | 357,570 | 1,269,630 | 27.58 |
Michigan |
21.8 | 78.3 | 923,960 | 3,323,510 | 27.88 |
Wisconsin |
21.4 | 78.6 | 603,000 | 2,214,840 | 26.98 |
Illinois |
18.5 | 81.5 | 1,090,420 | 4,793,500 | 30.73 |
Hawaii |
18.5 | 81.5 | 110,170 | 484,720 | 29.53 |
Arizona |
18.2 | 81.8 | 552,740 | 2,478,880 | 28.18 |
North Dakota |
17.4 | 82.6 | 70,540 | 334,970 | 26.83 |
Rhode Island |
17.0 | 83.1 | 81,230 | 398,040 | 31.03 |
New Hampshire |
16.8 | 83.2 | 110,750 | 548,460 | 30.07 |
New Jersey |
15.9 | 84.1 | 651,940 | 3,457,450 | 34.08 |
Maine |
15.7 | 84.3 | 96,030 | 514,570 | 26.90 |
Maryland |
15.7 | 84.3 | 415,030 | 2,225,290 | 33.53 |
Minnesota |
15.6 | 84.4 | 439,940 | 2,387,370 | 30.60 |
Connecticut |
14.6 | 85.4 | 238,660 | 1,392,850 | 33.32 |
Vermont |
13.7 | 86.3 | 40,220 | 253,060 | 28.46 |
Alaska |
13.2 | 86.8 | 40,440 | 265,660 | 31.79 |
Oregon |
12.7 | 87.3 | 241,320 | 1,655,570 | 30.14 |
Colorado |
11.5 | 88.5 | 318,410 | 2,448,010 | 32.63 |
New York |
8.9 | 91.1 | 807,230 | 8,301,700 | 36.00 |
California |
8.2 | 91.9 | 1,437,320 | 16,198,520 | 35.20 |
Massachusetts |
5.6 | 94.4 | 200,560 | 3,365,440 | 36.83 |
Washington |
4.1 | 95.9 | 140,280 | 3,265,190 | 34.79 |
District of Columbia |
0.0 | 100.0 | - | 690,050 | 49.07 |
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
The states with the highest share of jobs paying less than $15 per hour were Mississippi (40.4 percent of employment), West Virginia (35.9 percent), and Louisiana (35.7 percent). States within the same region of the country tended to have a similar share of jobs paying less than $15 per hour. Those located in the Northeast and the West Coast were among the states with the lowest share of jobs paying less than $15 per hour, including Washington (4.1 percent), Massachusetts (5.6 percent), California (8.2 percent), and New York (8.9 percent).
Metropolitan Area | Percent | Employment | Hourly mean wage (in dollars) |
||
---|---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | ||
McAllen-Edinburg-Mission, TX |
51.1 | 48.9 | 140,730 | 134,460 | 20.00 |
Brownsville-Harlingen, TX |
49.9 | 50.2 | 74,570 | 75,030 | 20.06 |
Gadsden, AL |
49.3 | 50.7 | 15,860 | 16,330 | 19.65 |
Hattiesburg, MS |
46.9 | 53.1 | 29,120 | 32,990 | 20.57 |
Laredo, TX |
46.7 | 53.3 | 47,670 | 54,320 | 20.65 |
Hot Springs, AR |
46.1 | 53.9 | 17,440 | 20,390 | 20.76 |
Monroe, LA |
46.0 | 54.0 | 34,230 | 40,160 | 20.76 |
Myrtle Beach-Conway-North Myrtle Beach, SC-NC |
45.5 | 54.5 | 78,290 | 93,840 | 20.74 |
Dothan, AL |
45.1 | 55.0 | 26,130 | 31,870 | 21.26 |
El Paso, TX |
45.0 | 55.0 | 142,210 | 173,900 | 21.27 |
Daphne-Fairhope-Foley, AL |
45.0 | 55.0 | 35,360 | 43,280 | 20.64 |
Valdosta, GA |
43.1 | 57.0 | 22,900 | 30,300 | 21.06 |
Jacksonville, NC |
42.9 | 57.1 | 21,390 | 28,460 | 21.37 |
Hammond, LA |
42.8 | 57.2 | 19,480 | 25,980 | 21.34 |
Beckley, WV |
42.1 | 57.9 | 17,030 | 23,410 | 21.84 |
Parkersburg-Vienna, WV |
41.3 | 58.7 | 14,480 | 20,600 | 22.49 |
Florence-Muscle Shoals, AL |
41.2 | 58.8 | 22,070 | 31,530 | 21.22 |
Alexandria, LA |
41.1 | 58.9 | 24,580 | 35,220 | 21.43 |
Fort Smith, AR-OK |
40.5 | 59.6 | 42,580 | 62,680 | 21.15 |
Las Cruces, NM |
40.2 | 59.8 | 29,200 | 43,390 | 23.50 |
Anniston-Oxford-Jacksonville, AL |
40.1 | 59.9 | 17,530 | 26,140 | 21.14 |
Homosassa Springs, FL |
40.1 | 59.9 | 13,490 | 20,130 | 21.80 |
Wichita Falls, TX |
40.1 | 59.9 | 22,360 | 33,450 | 22.06 |
Auburn-Opelika, AL |
39.9 | 60.1 | 24,450 | 36,860 | 22.78 |
Sebring, FL |
39.8 | 60.2 | 10,550 | 15,940 | 21.83 |
Albany, GA |
39.3 | 60.7 | 23,050 | 35,560 | 22.72 |
Shreveport-Bossier City, LA |
38.9 | 61.1 | 64,820 | 101,880 | 23.16 |
Lawton, OK |
38.7 | 61.3 | 15,930 | 25,210 | 22.78 |
Lafayette, LA |
38.7 | 61.3 | 74,220 | 117,500 | 23.12 |
Brunswick, GA |
38.6 | 61.4 | 16,380 | 26,060 | 23.54 |
Enid, OK |
38.2 | 61.8 | 8,850 | 14,310 | 21.82 |
Lubbock, TX |
38.2 | 61.8 | 56,730 | 91,870 | 22.78 |
Gulfport-Biloxi-Pascagoula, MS |
38.2 | 61.9 | 56,740 | 92,000 | 23.36 |
Texarkana, TX-AR |
38.0 | 62.0 | 21,300 | 34,770 | 22.47 |
Morristown, TN |
37.8 | 62.2 | 17,500 | 28,750 | 21.16 |
Florence, SC |
37.8 | 62.2 | 32,700 | 53,800 | 23.08 |
Cape Girardeau, MO-IL |
37.8 | 62.2 | 16,570 | 27,260 | 22.47 |
Johnstown, PA |
37.5 | 62.5 | 17,960 | 29,980 | 21.93 |
Hilton Head Island-Bluffton-Beaufort, SC |
37.4 | 62.6 | 29,120 | 48,820 | 22.21 |
Jackson, MS |
37.2 | 62.8 | 92,010 | 155,520 | 23.34 |
Abilene, TX |
37.1 | 62.9 | 26,250 | 44,480 | 22.57 |
San Angelo, TX |
37.0 | 63.0 | 17,940 | 30,500 | 22.84 |
Huntington-Ashland, WV-KY-OH |
36.9 | 63.1 | 47,100 | 80,540 | 23.32 |
Cleveland, TN |
36.8 | 63.3 | 16,510 | 28,420 | 22.09 |
Columbus, GA-AL |
36.7 | 63.3 | 41,680 | 71,820 | 23.75 |
Jonesboro, AR |
36.6 | 63.4 | 21,350 | 36,960 | 22.32 |
Goldsboro, NC |
36.6 | 63.4 | 14,440 | 25,050 | 21.44 |
Tyler, TX |
36.4 | 63.6 | 38,830 | 67,950 | 23.30 |
Deltona-Daytona Beach-Ormond Beach, FL |
36.3 | 63.7 | 74,960 | 131,380 | 22.93 |
Pocatello, ID |
36.3 | 63.7 | 13,200 | 23,140 | 22.29 |
Sumter, SC |
36.2 | 63.8 | 13,010 | 22,960 | 21.90 |
Wheeling, WV-OH |
36.1 | 63.9 | 21,060 | 37,340 | 23.35 |
Amarillo, TX |
36.1 | 63.9 | 41,480 | 73,540 | 23.15 |
Rocky Mount, NC |
36.1 | 64.0 | 19,500 | 34,600 | 22.84 |
Fayetteville, NC |
36.0 | 64.0 | 46,390 | 82,490 | 23.87 |
Charleston, WV |
35.8 | 64.2 | 35,900 | 64,340 | 24.35 |
Montgomery, AL |
35.8 | 64.2 | 56,410 | 101,140 | 23.69 |
Longview, TX |
35.7 | 64.3 | 33,510 | 60,450 | 23.17 |
Johnson City, TN |
35.5 | 64.5 | 28,580 | 51,950 | 23.33 |
Pine Bluff, AR |
35.4 | 64.6 | 10,260 | 18,740 | 21.96 |
Youngstown-Warren-Boardman, OH-PA |
35.1 | 64.9 | 70,040 | 129,570 | 22.73 |
Corpus Christi, TX |
35.0 | 65.1 | 63,730 | 118,600 | 24.42 |
Victoria, TX |
34.9 | 65.1 | 13,250 | 24,690 | 23.28 |
Lawrence, KS |
34.9 | 65.1 | 16,980 | 31,660 | 23.76 |
Burlington, NC |
34.7 | 65.3 | 22,370 | 42,170 | 22.93 |
Farmington, NM |
34.6 | 65.4 | 15,040 | 28,420 | 24.24 |
Decatur, AL |
34.5 | 65.5 | 19,520 | 37,040 | 24.15 |
Manhattan, KS |
34.5 | 65.5 | 13,460 | 25,540 | 23.61 |
Sherman-Denison, TX |
34.5 | 65.5 | 16,370 | 31,120 | 23.02 |
Bowling Green, KY |
34.4 | 65.6 | 25,840 | 49,320 | 22.20 |
Kingsport-Bristol-Bristol, TN-VA |
34.4 | 65.6 | 38,980 | 74,460 | 24.07 |
Ocala, FL |
34.3 | 65.8 | 38,120 | 73,170 | 22.80 |
Rome, GA |
34.1 | 65.9 | 13,470 | 26,010 | 23.83 |
Lake Charles, LA |
34.0 | 66.0 | 32,040 | 62,180 | 24.58 |
Erie, PA |
33.8 | 66.2 | 39,520 | 77,560 | 23.37 |
Lynchburg, VA |
33.7 | 66.3 | 32,370 | 63,690 | 24.44 |
Mobile, AL |
33.7 | 66.3 | 57,560 | 113,240 | 24.23 |
Clarksville, TN-KY |
33.7 | 66.3 | 31,200 | 61,450 | 22.19 |
Houma-Thibodaux, LA |
33.7 | 66.3 | 26,210 | 51,640 | 25.03 |
Killeen-Temple, TX |
33.6 | 66.4 | 48,370 | 95,640 | 26.10 |
New Bern, NC |
33.5 | 66.5 | 14,960 | 29,670 | 23.70 |
Altoona, PA |
33.4 | 66.6 | 19,070 | 37,980 | 22.88 |
Punta Gorda, FL |
33.3 | 66.7 | 17,150 | 34,400 | 23.91 |
Warner Robins, GA |
33.3 | 66.7 | 25,080 | 50,300 | 25.29 |
Macon, GA |
33.1 | 66.9 | 31,700 | 64,010 | 24.20 |
Yuma, AZ |
33.1 | 66.9 | 22,360 | 45,190 | 23.32 |
Tuscaloosa, AL |
33.1 | 66.9 | 32,970 | 66,740 | 23.80 |
Panama City, FL |
33.1 | 67.0 | 26,860 | 54,400 | 23.98 |
Terre Haute, IN |
33.0 | 67.0 | 20,980 | 42,550 | 23.03 |
New Orleans-Metairie, LA |
33.0 | 67.0 | 170,940 | 347,500 | 26.38 |
Weirton-Steubenville, WV-OH |
32.8 | 67.3 | 12,020 | 24,680 | 24.19 |
The Villages, FL |
32.7 | 67.3 | 11,820 | 24,360 | 24.16 |
College Station-Bryan, TX |
32.7 | 67.4 | 40,350 | 83,240 | 25.63 |
Joplin, MO |
32.6 | 67.4 | 25,840 | 53,320 | 23.10 |
Pensacola-Ferry Pass-Brent, FL |
32.6 | 67.4 | 59,260 | 122,340 | 24.37 |
Augusta-Richmond County, GA-SC |
32.4 | 67.6 | 73,400 | 153,280 | 24.97 |
Muncie, IN |
32.4 | 67.6 | 14,300 | 29,890 | 23.78 |
East Stroudsburg, PA |
32.3 | 67.7 | 17,580 | 36,880 | 23.87 |
Rapid City, SD |
32.2 | 67.8 | 22,520 | 47,360 | 23.51 |
Tallahassee, FL |
32.2 | 67.9 | 56,710 | 119,700 | 24.46 |
Wilmington, NC |
32.1 | 67.9 | 43,880 | 92,880 | 24.95 |
Greenville, NC |
32.1 | 67.9 | 24,990 | 52,950 | 25.16 |
Mansfield, OH |
32.0 | 68.0 | 15,440 | 32,860 | 22.98 |
Sebastian-Vero Beach, FL |
31.9 | 68.1 | 17,380 | 37,080 | 23.92 |
Canton-Massillon, OH |
31.8 | 68.2 | 51,330 | 109,920 | 23.98 |
Bay City, MI |
31.8 | 68.2 | 10,720 | 22,980 | 24.31 |
Springfield, MO |
31.8 | 68.2 | 67,600 | 145,060 | 23.49 |
Little Rock-North Little Rock-Conway, AR |
31.8 | 68.3 | 106,740 | 229,450 | 24.72 |
Great Falls, MT |
31.7 | 68.3 | 11,270 | 24,240 | 22.86 |
Michigan City-La Porte, IN |
31.7 | 68.3 | 12,560 | 27,040 | 22.71 |
Elizabethtown-Fort Knox, KY |
31.6 | 68.4 | 16,420 | 35,500 | 23.27 |
Waco, TX |
31.6 | 68.4 | 39,020 | 84,440 | 24.39 |
Athens-Clarke County, GA |
31.5 | 68.5 | 27,540 | 59,880 | 24.88 |
Muskegon, MI |
31.5 | 68.5 | 19,220 | 41,840 | 23.88 |
Jackson, TN |
31.3 | 68.7 | 21,380 | 46,860 | 22.84 |
Salisbury, MD-DE |
31.2 | 68.8 | 51,000 | 112,260 | 24.34 |
Columbia, SC |
31.2 | 68.8 | 117,260 | 258,040 | 24.47 |
Twin Falls, ID |
31.2 | 68.8 | 14,930 | 32,890 | 22.47 |
Beaumont-Port Arthur, TX |
31.2 | 68.8 | 47,220 | 104,080 | 25.51 |
St. George, UT |
31.2 | 68.9 | 24,880 | 54,980 | 23.22 |
Hinesville, GA |
31.2 | 68.9 | 6,140 | 13,580 | 23.53 |
Port St. Lucie, FL |
31.1 | 68.9 | 48,840 | 108,030 | 24.63 |
Morgantown, WV |
31.0 | 69.0 | 20,040 | 44,550 | 25.89 |
Idaho Falls, ID |
31.0 | 69.0 | 23,540 | 52,310 | 25.85 |
Crestview-Fort Walton Beach-Destin, FL |
30.8 | 69.2 | 36,670 | 82,320 | 26.14 |
Asheville, NC |
30.8 | 69.2 | 60,470 | 135,810 | 24.25 |
Savannah, GA |
30.7 | 69.3 | 56,780 | 128,420 | 25.84 |
Cumberland, MD-WV |
30.6 | 69.4 | 11,160 | 25,290 | 24.88 |
Las Vegas-Henderson-Paradise, NV |
30.6 | 69.4 | 313,610 | 710,780 | 26.16 |
Fayetteville-Springdale-Rogers, AR-MO |
30.5 | 69.5 | 78,080 | 177,550 | 25.87 |
Greenville-Anderson-Mauldin, SC |
30.5 | 69.5 | 125,230 | 284,930 | 25.01 |
Hickory-Lenoir-Morganton, NC |
30.5 | 69.6 | 46,630 | 106,500 | 22.90 |
Logan, UT-ID |
30.4 | 69.6 | 20,180 | 46,190 | 23.68 |
Birmingham-Hoover, AL |
30.4 | 69.7 | 152,020 | 348,820 | 25.98 |
Oklahoma City, OK |
30.3 | 69.7 | 190,180 | 436,890 | 25.90 |
Carbondale-Marion, IL |
30.2 | 69.8 | 15,770 | 36,440 | 25.58 |
Owensboro, KY |
30.1 | 69.9 | 15,230 | 35,370 | 23.83 |
Greensboro-High Point, NC |
30.0 | 70.0 | 106,000 | 246,980 | 24.79 |
Chattanooga, TN-GA |
30.0 | 70.0 | 75,000 | 174,710 | 24.98 |
San Antonio-New Braunfels, TX |
29.8 | 70.2 | 312,730 | 736,220 | 25.99 |
Baton Rouge, LA |
29.8 | 70.3 | 114,530 | 270,490 | 26.39 |
Knoxville, TN |
29.7 | 70.3 | 118,460 | 280,020 | 25.36 |
Evansville, IN-KY |
29.7 | 70.3 | 44,580 | 105,400 | 24.09 |
Lake Havasu City-Kingman, AZ |
29.7 | 70.3 | 16,140 | 38,230 | 23.39 |
Ocean City, NJ |
29.6 | 70.5 | 11,790 | 28,100 | 24.72 |
Roanoke, VA |
29.5 | 70.5 | 43,420 | 103,670 | 24.97 |
Lima, OH |
29.4 | 70.6 | 14,450 | 34,660 | 24.88 |
Tulsa, OK |
29.4 | 70.6 | 125,400 | 301,240 | 25.65 |
Winston-Salem, NC |
29.0 | 71.0 | 77,620 | 189,730 | 26.14 |
Albuquerque, NM |
28.9 | 71.1 | 110,140 | 271,120 | 27.18 |
Columbia, MO |
28.7 | 71.3 | 27,400 | 68,030 | 25.49 |
Kokomo, IN |
28.6 | 71.4 | 9,970 | 24,860 | 24.45 |
Wichita, KS |
28.6 | 71.4 | 84,740 | 211,420 | 25.04 |
Spartanburg, SC |
28.6 | 71.4 | 44,800 | 111,830 | 24.05 |
Saginaw, MI |
28.6 | 71.5 | 22,490 | 56,280 | 25.12 |
Orlando-Kissimmee-Sanford, FL |
28.5 | 71.5 | 369,720 | 927,740 | 25.89 |
Dover, DE |
28.5 | 71.5 | 18,710 | 46,980 | 24.90 |
Gainesville, GA |
28.5 | 71.6 | 26,820 | 67,460 | 24.45 |
Cape Coral-Fort Myers, FL |
28.4 | 71.6 | 81,410 | 205,010 | 25.45 |
Flint, MI |
28.4 | 71.6 | 36,730 | 92,800 | 25.56 |
Lakeland-Winter Haven, FL |
28.4 | 71.7 | 71,260 | 180,100 | 24.19 |
Jefferson City, MO |
28.3 | 71.7 | 20,660 | 52,460 | 24.02 |
Springfield, OH |
28.1 | 71.9 | 13,060 | 33,380 | 24.40 |
Williamsport, PA |
28.1 | 71.9 | 13,630 | 34,890 | 24.51 |
Blacksburg-Christiansburg-Radford, VA |
27.8 | 72.2 | 19,770 | 51,240 | 25.54 |
Palm Bay-Melbourne-Titusville, FL |
27.7 | 72.3 | 63,430 | 165,640 | 28.02 |
Staunton-Waynesboro, VA |
27.6 | 72.4 | 13,290 | 34,820 | 23.99 |
Gainesville, FL |
27.6 | 72.5 | 37,820 | 99,490 | 25.88 |
Gettysburg, PA |
27.5 | 72.5 | 8,890 | 23,440 | 24.12 |
Topeka, KS |
27.5 | 72.5 | 30,300 | 80,040 | 24.82 |
St. Joseph, MO-KS |
27.4 | 72.6 | 14,430 | 38,200 | 24.59 |
Dalton, GA |
27.3 | 72.7 | 17,620 | 46,820 | 23.70 |
Virginia Beach-Norfolk-Newport News, VA-NC |
27.3 | 72.7 | 197,930 | 527,870 | 27.12 |
Harrisonburg, VA |
27.3 | 72.7 | 17,300 | 46,150 | 24.04 |
Charleston-North Charleston, SC |
27.3 | 72.7 | 97,080 | 259,070 | 26.34 |
North Port-Sarasota-Bradenton, FL |
27.2 | 72.8 | 84,500 | 225,690 | 25.71 |
Memphis, TN-MS-AR |
27.1 | 72.9 | 168,400 | 452,930 | 25.32 |
Niles-Benton Harbor, MI |
26.9 | 73.1 | 15,690 | 42,560 | 24.80 |
South Bend-Mishawaka, IN-MI |
26.6 | 73.4 | 33,690 | 93,110 | 25.13 |
Midland, MI |
26.5 | 73.5 | 9,450 | 26,230 | 30.14 |
Scranton--Wilkes-Barre--Hazleton, PA |
26.5 | 73.5 | 65,430 | 181,560 | 24.73 |
Coeur d'Alene, ID |
26.4 | 73.6 | 18,000 | 50,130 | 24.20 |
Lafayette-West Lafayette, IN |
26.2 | 73.8 | 25,180 | 70,880 | 26.20 |
Lebanon, PA |
26.2 | 73.8 | 13,150 | 37,030 | 24.15 |
Houston-The Woodlands-Sugar Land, TX |
26.2 | 73.8 | 800,710 | 2,253,760 | 29.11 |
Lexington-Fayette, KY |
26.2 | 73.8 | 70,160 | 197,640 | 25.56 |
Tampa-St. Petersburg-Clearwater, FL |
26.2 | 73.9 | 357,040 | 1,008,040 | 27.64 |
Fort Wayne, IN |
26.1 | 73.9 | 56,780 | 160,980 | 25.16 |
Huntsville, AL |
26.1 | 74.0 | 62,280 | 176,810 | 30.67 |
Missoula, MT |
26.0 | 74.0 | 16,090 | 45,760 | 24.92 |
Bloomington, IN |
25.9 | 74.1 | 18,560 | 53,160 | 26.69 |
Santa Fe, NM |
25.9 | 74.1 | 15,460 | 44,300 | 25.86 |
Racine, WI |
25.9 | 74.2 | 18,980 | 54,460 | 24.78 |
Jacksonville, FL |
25.8 | 74.2 | 186,100 | 535,280 | 26.87 |
State College, PA |
25.6 | 74.4 | 16,540 | 48,000 | 27.74 |
Miami-Fort Lauderdale-West Palm Beach, FL |
25.6 | 74.4 | 670,870 | 1,952,910 | 28.36 |
Davenport-Moline-Rock Island, IA-IL |
25.6 | 74.4 | 45,150 | 131,390 | 26.07 |
Atlantic City-Hammonton, NJ |
25.5 | 74.5 | 31,640 | 92,410 | 27.47 |
Naples-Immokalee-Marco Island, FL |
25.5 | 74.5 | 40,120 | 117,270 | 26.58 |
Hagerstown-Martinsburg, MD-WV |
25.3 | 74.7 | 25,400 | 74,940 | 25.55 |
Dayton, OH |
25.3 | 74.7 | 91,930 | 271,280 | 27.52 |
Sierra Vista-Douglas, AZ |
25.3 | 74.7 | 8,400 | 24,850 | 26.39 |
Winchester, VA-WV |
25.1 | 74.9 | 15,970 | 47,720 | 26.07 |
Watertown-Fort Drum, NY |
25.0 | 75.0 | 9,620 | 28,800 | 24.88 |
Provo-Orem, UT |
25.0 | 75.0 | 71,290 | 213,650 | 27.13 |
Toledo, OH |
25.0 | 75.0 | 70,990 | 213,340 | 26.00 |
Monroe, MI |
24.9 | 75.1 | 9,470 | 28,560 | 26.38 |
Boise City, ID |
24.9 | 75.1 | 89,150 | 269,080 | 25.45 |
Odessa, TX |
24.9 | 75.1 | 18,140 | 54,820 | 26.30 |
Kankakee, IL |
24.9 | 75.1 | 10,490 | 31,700 | 25.79 |
Akron, OH |
24.8 | 75.2 | 77,640 | 235,640 | 27.02 |
Lincoln, NE |
24.7 | 75.3 | 42,930 | 130,700 | 26.74 |
Kalamazoo-Portage, MI |
24.6 | 75.4 | 34,060 | 104,520 | 26.44 |
Danville, IL |
24.4 | 75.6 | 6,260 | 19,440 | 24.61 |
Dallas-Fort Worth-Arlington, TX |
24.3 | 75.7 | 923,120 | 2,881,600 | 29.41 |
Eau Claire, WI |
24.2 | 75.8 | 20,080 | 62,740 | 25.74 |
Lancaster, PA |
24.2 | 75.8 | 58,720 | 183,680 | 25.35 |
Chambersburg-Waynesboro, PA |
24.2 | 75.8 | 14,030 | 43,950 | 24.74 |
Columbus, IN |
24.2 | 75.8 | 11,870 | 37,240 | 26.03 |
York-Hanover, PA |
24.2 | 75.8 | 43,010 | 135,040 | 25.65 |
Waterloo-Cedar Falls, IA |
24.1 | 75.9 | 20,320 | 64,030 | 25.58 |
Ames, IA |
24.0 | 76.0 | 11,060 | 34,990 | 26.51 |
Sioux Falls, SD |
23.9 | 76.1 | 38,520 | 122,900 | 25.41 |
Pittsburgh, PA |
23.8 | 76.3 | 251,160 | 806,530 | 27.90 |
Casper, WY |
23.7 | 76.3 | 8,930 | 28,700 | 25.76 |
Billings, MT |
23.7 | 76.3 | 20,730 | 66,680 | 26.39 |
Atlanta-Sandy Springs-Roswell, GA |
23.7 | 76.3 | 646,360 | 2,081,260 | 30.37 |
Grand Island, NE |
23.6 | 76.4 | 9,780 | 31,590 | 24.33 |
Peoria, IL |
23.6 | 76.4 | 38,240 | 124,020 | 27.48 |
St. Louis, MO-IL |
23.5 | 76.5 | 307,830 | 1,001,560 | 28.30 |
Ogden-Clearfield, UT |
23.5 | 76.5 | 65,360 | 212,780 | 25.77 |
Tucson, AZ |
23.4 | 76.6 | 88,740 | 290,510 | 27.02 |
Charlotte-Concord-Gastonia, NC-SC |
23.4 | 76.6 | 296,890 | 972,960 | 29.11 |
Reading, PA |
23.3 | 76.7 | 38,690 | 127,110 | 25.91 |
Raleigh, NC |
23.3 | 76.7 | 156,700 | 515,570 | 30.05 |
Bloomsburg-Berwick, PA |
23.3 | 76.7 | 9,290 | 30,620 | 29.50 |
Rockford, IL |
23.3 | 76.7 | 31,920 | 105,300 | 26.45 |
Bloomington, IL |
23.2 | 76.8 | 20,520 | 67,980 | 29.09 |
Nashville-Davidson--Murfreesboro--Franklin, TN |
23.2 | 76.8 | 240,210 | 796,420 | 27.67 |
Jackson, MI |
23.2 | 76.8 | 12,950 | 42,980 | 26.40 |
Sioux City, IA-NE-SD |
23.2 | 76.9 | 20,040 | 66,540 | 24.44 |
Battle Creek, MI |
23.1 | 76.9 | 11,630 | 38,720 | 26.16 |
Cheyenne, WY |
23.0 | 77.0 | 10,690 | 35,750 | 25.98 |
Richmond, VA |
23.0 | 77.0 | 144,830 | 484,960 | 28.88 |
Vineland-Bridgeton, NJ |
22.9 | 77.1 | 13,910 | 46,750 | 26.56 |
Cincinnati, OH-KY-IN |
22.8 | 77.2 | 242,130 | 818,970 | 28.23 |
Janesville-Beloit, WI |
22.8 | 77.2 | 15,000 | 50,850 | 25.61 |
Prescott, AZ |
22.7 | 77.3 | 15,150 | 51,540 | 24.92 |
Iowa City, IA |
22.6 | 77.4 | 20,490 | 70,050 | 27.39 |
Lewiston, ID-WA |
22.6 | 77.4 | 6,290 | 21,510 | 25.24 |
Cleveland-Elyria, OH |
22.5 | 77.5 | 222,050 | 765,550 | 28.62 |
Duluth, MN-WI |
22.5 | 77.6 | 27,380 | 94,570 | 26.45 |
Louisville/Jefferson County, KY-IN |
22.4 | 77.6 | 144,080 | 499,250 | 26.91 |
Omaha-Council Bluffs, NE-IA |
22.3 | 77.7 | 105,080 | 366,490 | 27.89 |
Indianapolis-Carmel-Anderson, IN |
22.1 | 77.9 | 232,330 | 818,920 | 27.76 |
Champaign-Urbana, IL |
22.1 | 77.9 | 22,650 | 79,850 | 30.10 |
Springfield, IL |
22.0 | 78.0 | 22,410 | 79,290 | 29.84 |
Charlottesville, VA |
21.9 | 78.1 | 23,990 | 85,600 | 30.00 |
Grand Rapids-Wyoming, MI |
21.9 | 78.1 | 120,330 | 429,380 | 26.40 |
Kansas City, MO-KS |
21.9 | 78.1 | 230,300 | 822,530 | 28.01 |
Elmira, NY |
21.8 | 78.2 | 7,360 | 26,430 | 26.30 |
La Crosse-Onalaska, WI-MN |
21.8 | 78.2 | 15,640 | 56,260 | 27.43 |
Allentown-Bethlehem-Easton, PA-NJ |
21.6 | 78.4 | 78,160 | 283,090 | 27.37 |
Pueblo, CO |
21.6 | 78.4 | 13,450 | 48,780 | 26.03 |
Columbus, OH |
21.4 | 78.6 | 227,280 | 833,320 | 28.75 |
Dubuque, IA |
21.4 | 78.7 | 12,280 | 45,240 | 25.52 |
Flagstaff, AZ |
21.3 | 78.7 | 13,160 | 48,540 | 24.96 |
Harrisburg-Carlisle, PA |
21.3 | 78.8 | 67,920 | 251,720 | 27.40 |
Appleton, WI |
21.2 | 78.8 | 25,490 | 94,740 | 26.20 |
Austin-Round Rock, TX |
21.1 | 78.9 | 248,240 | 928,620 | 30.72 |
Madera, CA |
21.0 | 79.0 | 10,670 | 40,090 | 26.83 |
Green Bay, WI |
21.0 | 79.0 | 35,310 | 132,880 | 26.29 |
El Centro, CA |
21.0 | 79.1 | 13,100 | 49,420 | 26.23 |
Milwaukee-Waukesha-West Allis, WI |
20.9 | 79.1 | 167,770 | 633,450 | 28.52 |
Grand Junction, CO |
20.9 | 79.1 | 13,470 | 50,910 | 26.77 |
Cedar Rapids, IA |
20.9 | 79.1 | 29,050 | 110,190 | 26.52 |
Fond du Lac, WI |
20.7 | 79.3 | 9,310 | 35,680 | 26.06 |
Decatur, IL |
20.7 | 79.3 | 9,420 | 36,120 | 28.35 |
Merced, CA |
20.7 | 79.3 | 15,640 | 59,990 | 25.71 |
Grand Forks, ND-MN |
20.4 | 79.6 | 10,020 | 38,980 | 25.83 |
Binghamton, NY |
20.4 | 79.6 | 19,120 | 74,640 | 27.58 |
Lansing-East Lansing, MI |
20.4 | 79.6 | 41,260 | 161,290 | 28.21 |
Sheboygan, WI |
20.3 | 79.7 | 11,890 | 46,700 | 25.73 |
Utica-Rome, NY |
20.2 | 79.8 | 23,190 | 91,610 | 26.48 |
Mankato-North Mankato, MN |
20.2 | 79.8 | 10,740 | 42,510 | 26.45 |
Visalia-Porterville, CA |
20.1 | 79.9 | 32,520 | 129,070 | 25.40 |
Reno, NV |
20.1 | 79.9 | 49,850 | 198,240 | 28.17 |
Fresno, CA |
20.0 | 80.0 | 79,610 | 318,340 | 27.28 |
Philadelphia-Camden-Wilmington, PA-NJ-DE-MD |
20.0 | 80.0 | 553,110 | 2,216,910 | 31.01 |
Dover-Durham, NH-ME |
19.9 | 80.1 | 10,000 | 40,320 | 28.52 |
Des Moines-West Des Moines, IA |
19.9 | 80.1 | 73,740 | 297,360 | 28.82 |
Glens Falls, NY |
19.7 | 80.3 | 9,650 | 39,330 | 26.31 |
Midland, TX |
19.7 | 80.4 | 20,610 | 84,270 | 30.06 |
Oshkosh-Neenah, WI |
19.6 | 80.4 | 17,940 | 73,390 | 26.85 |
Waterbury, CT |
19.6 | 80.4 | 12,940 | 52,980 | 28.44 |
Chico, CA |
19.3 | 80.7 | 15,020 | 62,650 | 27.82 |
Carson City, NV |
19.3 | 80.7 | 5,740 | 23,980 | 29.78 |
Wausau, WI |
18.9 | 81.1 | 13,090 | 56,180 | 26.25 |
Norwich-New London-Westerly, CT-RI |
18.8 | 81.2 | 22,550 | 97,220 | 30.70 |
Redding, CA |
18.8 | 81.2 | 12,640 | 54,700 | 28.13 |
Grants Pass, OR |
18.7 | 81.3 | 5,430 | 23,650 | 24.75 |
Medford, OR |
18.7 | 81.4 | 16,150 | 70,430 | 26.55 |
Detroit-Warren-Dearborn, MI |
18.6 | 81.4 | 346,880 | 1,519,620 | 29.81 |
St. Cloud, MN |
18.6 | 81.4 | 18,590 | 81,540 | 27.23 |
Buffalo-Cheektowaga-Niagara Falls, NY |
18.5 | 81.5 | 95,260 | 420,640 | 28.62 |
Eugene, OR |
18.4 | 81.6 | 28,320 | 125,250 | 27.09 |
Urban Honolulu, HI |
18.1 | 81.9 | 76,800 | 346,580 | 30.64 |
Bismarck, ND |
18.1 | 81.9 | 12,880 | 58,320 | 26.45 |
Lewiston-Auburn, ME |
17.9 | 82.1 | 8,470 | 38,830 | 25.89 |
Rochester, NY |
17.9 | 82.1 | 86,650 | 398,330 | 28.80 |
Fargo, ND-MN |
17.9 | 82.1 | 24,960 | 114,810 | 26.78 |
Danbury, CT |
17.8 | 82.2 | 13,320 | 61,410 | 31.02 |
Bakersfield, CA |
17.4 | 82.6 | 56,460 | 267,890 | 27.48 |
Salt Lake City, UT |
17.4 | 82.6 | 135,560 | 645,170 | 29.80 |
Bangor, ME |
17.3 | 82.8 | 11,140 | 53,480 | 26.89 |
Ann Arbor, MI |
17.1 | 82.9 | 36,130 | 175,070 | 31.80 |
Madison, WI |
17.0 | 83.1 | 65,600 | 321,370 | 29.90 |
Kahului-Wailuku-Lahaina, HI |
16.9 | 83.1 | 12,380 | 60,760 | 27.70 |
Corvallis, OR |
16.9 | 83.1 | 6,240 | 30,670 | 31.34 |
Kingston, NY |
16.7 | 83.3 | 9,370 | 46,840 | 27.31 |
Syracuse, NY |
16.7 | 83.4 | 47,840 | 239,480 | 29.23 |
Manchester, NH |
16.5 | 83.5 | 17,620 | 88,960 | 30.20 |
Providence-Warwick, RI-MA |
16.5 | 83.5 | 92,560 | 467,970 | 30.12 |
Chicago-Naperville-Elgin, IL-IN-WI |
16.5 | 83.5 | 726,880 | 3,689,390 | 31.81 |
Colorado Springs, CO |
16.4 | 83.6 | 49,580 | 253,110 | 29.79 |
Albany, OR |
16.4 | 83.6 | 7,690 | 39,320 | 25.80 |
Baltimore-Columbia-Towson, MD |
16.4 | 83.7 | 211,700 | 1,083,330 | 32.99 |
Phoenix-Mesa-Scottsdale, AZ |
16.2 | 83.9 | 358,520 | 1,861,620 | 28.86 |
Durham-Chapel Hill, NC |
16.1 | 83.9 | 52,750 | 274,940 | 34.48 |
Elkhart-Goshen, IN |
16.0 | 84.0 | 22,800 | 119,400 | 25.46 |
Bend-Redmond, OR |
15.4 | 84.6 | 13,410 | 73,580 | 28.00 |
Rochester, MN |
15.2 | 84.9 | 17,800 | 99,700 | 35.41 |
New Bedford, MA |
15.0 | 85.0 | 9,750 | 55,400 | 27.38 |
Portsmouth, NH-ME |
15.0 | 85.0 | 13,540 | 76,920 | 31.50 |
Salem, OR |
14.9 | 85.1 | 26,100 | 148,780 | 28.31 |
Greeley, CO |
14.6 | 85.4 | 15,650 | 91,850 | 27.95 |
Fort Collins, CO |
14.5 | 85.5 | 24,560 | 144,880 | 30.62 |
California-Lexington Park, MD |
14.5 | 85.5 | 6,820 | 40,260 | 38.66 |
Fairbanks, AK |
14.3 | 85.7 | 4,910 | 29,500 | 30.51 |
Hartford-West Hartford-East Hartford, CT |
14.3 | 85.7 | 79,430 | 477,430 | 33.19 |
Yuba City, CA |
14.1 | 85.9 | 6,980 | 42,500 | 28.31 |
New Haven, CT |
14.1 | 85.9 | 40,440 | 246,570 | 32.23 |
Riverside-San Bernardino-Ontario, CA |
14.0 | 86.0 | 229,030 | 1,403,450 | 27.96 |
Trenton, NJ |
13.9 | 86.1 | 32,830 | 203,850 | 36.11 |
Albany-Schenectady-Troy, NY |
13.7 | 86.3 | 58,720 | 369,740 | 31.10 |
Minneapolis-St. Paul-Bloomington, MN-WI |
13.4 | 86.6 | 252,340 | 1,631,920 | 32.24 |
Anchorage, AK |
13.4 | 86.6 | 22,350 | 144,540 | 32.22 |
Bridgeport-Stamford-Norwalk, CT |
13.1 | 87.0 | 51,340 | 342,090 | 36.74 |
Modesto, CA |
12.6 | 87.4 | 23,980 | 165,860 | 28.58 |
Pittsfield, MA |
12.5 | 87.5 | 4,750 | 33,280 | 29.12 |
Yakima, WA |
12.4 | 87.6 | 11,830 | 83,630 | 25.34 |
Leominster-Gardner, MA |
12.2 | 87.8 | 6,190 | 44,580 | 28.08 |
Portland-South Portland, ME |
12.0 | 88.0 | 24,480 | 179,020 | 28.81 |
Hanford-Corcoran, CA |
11.8 | 88.2 | 5,210 | 38,910 | 28.17 |
San Luis Obispo-Paso Robles-Arroyo Grande, CA |
11.6 | 88.4 | 13,790 | 104,670 | 29.66 |
Oxnard-Thousand Oaks-Ventura, CA |
11.3 | 88.7 | 35,420 | 277,700 | 30.79 |
Springfield, MA-CT |
11.3 | 88.7 | 35,990 | 282,670 | 29.50 |
Stockton-Lodi, CA |
10.9 | 89.1 | 29,970 | 245,120 | 27.93 |
Burlington-South Burlington, VT |
10.9 | 89.1 | 12,760 | 104,730 | 30.38 |
Wenatchee, WA |
10.7 | 89.3 | 5,140 | 43,090 | 26.65 |
Washington-Arlington-Alexandria, DC-VA-MD-WV |
10.3 | 89.7 | 311,670 | 2,715,820 | 40.34 |
Ithaca, NY |
10.2 | 89.8 | 4,810 | 42,470 | 32.80 |
Worcester, MA-CT |
10.2 | 89.8 | 28,770 | 254,040 | 31.07 |
Spokane-Spokane Valley, WA |
10.2 | 89.9 | 25,370 | 224,700 | 28.56 |
Santa Maria-Santa Barbara, CA |
10.0 | 90.0 | 20,620 | 185,180 | 31.29 |
Walla Walla, WA |
9.3 | 90.7 | 2,520 | 24,630 | 27.40 |
Denver-Aurora-Lakewood, CO |
8.7 | 91.3 | 135,260 | 1,415,800 | 34.52 |
Bellingham, WA |
8.3 | 91.8 | 7,280 | 80,900 | 29.18 |
New York-Newark-Jersey City, NY-NJ-PA |
8.2 | 91.8 | 751,600 | 8,433,700 | 37.77 |
Los Angeles-Long Beach-Anaheim, CA |
8.1 | 91.9 | 493,880 | 5,606,530 | 33.43 |
Sacramento--Roseville--Arden-Arcade, CA |
8.1 | 91.9 | 83,070 | 945,520 | 33.27 |
Santa Cruz-Watsonville, CA |
7.9 | 92.1 | 7,610 | 89,250 | 31.23 |
Portland-Vancouver-Hillsboro, OR-WA |
7.8 | 92.2 | 92,360 | 1,088,540 | 32.68 |
Salinas, CA |
7.3 | 92.7 | 13,220 | 168,540 | 27.87 |
Boulder, CO |
7.2 | 92.8 | 13,780 | 178,060 | 39.20 |
Kennewick-Richland, WA |
7.1 | 92.9 | 8,630 | 113,170 | 30.69 |
San Diego-Carlsbad, CA |
7.0 | 93.0 | 104,180 | 1,385,330 | 34.17 |
Longview, WA |
6.7 | 93.3 | 2,710 | 37,740 | 28.57 |
Barnstable Town, MA |
6.1 | 93.9 | 6,110 | 94,080 | 29.92 |
Vallejo-Fairfield, CA |
5.6 | 94.4 | 7,700 | 130,120 | 32.42 |
Bremerton-Silverdale, WA |
5.0 | 95.0 | 4,550 | 86,090 | 31.18 |
Olympia-Tumwater, WA |
4.7 | 95.3 | 5,660 | 115,200 | 31.71 |
Mount Vernon-Anacortes, WA |
4.7 | 95.3 | 2,300 | 46,990 | 29.56 |
Boston-Cambridge-Nashua, MA-NH |
4.6 | 95.4 | 123,690 | 2,580,180 | 38.85 |
Napa, CA |
3.4 | 96.6 | 2,530 | 71,560 | 31.56 |
Santa Rosa, CA |
3.4 | 96.7 | 6,810 | 196,490 | 32.12 |
San Francisco-Oakland-Hayward, CA |
2.2 | 97.8 | 52,470 | 2,340,320 | 45.37 |
Seattle-Tacoma-Bellevue, WA |
1.5 | 98.5 | 30,270 | 2,007,110 | 38.47 |
San Jose-Sunnyvale-Santa Clara, CA |
0.7 | 99.3 | 8,100 | 1,114,880 | 54.07 |
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
The metropolitan areas with the largest share of jobs paying less than $15 per hour were McAllen-Edinburg-Mission, Texas (51.1 percent of employment); Brownsville-Harlingen, Texas (49.9 percent); and Gadsden, Alabama (49.3 percent), each with a concentration at least 2.4 times the national average. The share of jobs paying less than $15 per hour within an area tended to be similar to the share in its corresponding state(s). Areas within Massachusetts, California, Washington, and Colorado had among the lowest shares of jobs that paid less than $15 per hour.
Industry | Employment (millions of jobs) |
Percent |
---|---|---|
Construction |
0.5 | 1.7 |
Transportation and warehousing |
0.5 | 1.7 |
Wholesale trade |
0.6 | 1.9 |
Professional, scientific, and technical services |
0.6 | 2.0 |
Federal, state, and local government, excluding state and local government schools and hospitals |
0.7 | 2.5 |
Arts, entertainment, and recreation |
0.9 | 2.9 |
Other industry sectors |
1.2 | 3.9 |
Other services (except public administration) |
1.2 | 4.0 |
Manufacturing |
1.4 | 4.5 |
Educational services |
1.4 | 4.7 |
Administrative and waste services |
2.7 | 8.9 |
Healthcare and social assistance |
4.2 | 14.0 |
Retail trade |
6.7 | 22.2 |
Accommodation and food services |
7.6 | 25.1 |
Source: U.S. Bureau of Labor Statistics, unpublished special tabulation of Occupational Employment and Wage Statistics data. |
Four industry sectors accounted for 70.3 percent of jobs paying less than $15 per hour. Accommodation and food services (7.6 million) and retail trade (6.7 million) had the largest number of jobs in this wage category. These sectors had high concentrations of occupations in which lower wages were common, such as fast food and counter workers and other food service occupations, retail salespersons, and cashiers. The sectors with the next largest numbers of jobs paying less than $15 per hour were healthcare and social assistance (4.2 million) and administrative and waste services (2.7 million), which includes activities like telemarketing, and janitorial, landscaping, and employment services.
Industry | Employment (millions of jobs) |
|
---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | |
Restaurants and other eating places |
6.3 | 4.1 |
Food and beverage retailers (NAICS 4451 and 4452 only) |
1.5 | 1.5 |
General merchandise retailers |
1.4 | 1.8 |
Individual and family services |
1.2 | 1.6 |
Employment services |
1.1 | 2.8 |
Elementary and secondary schools |
1.0 | 7.4 |
Traveler accommodation |
0.8 | 0.9 |
Services to buildings and dwellings |
0.8 | 1.5 |
Gasoline stations |
0.7 | 0.3 |
Local government, excluding schools and hospitals |
0.6 | 4.8 |
Source: U.S. Bureau of Labor Statistics, unpublished special tabulation of Occupational Employment and Wage Statistics data. |
Restaurants and other eating places (6.3 million) had the largest number of jobs paying less than $15 per hour. This was due both to the industry’s large size—it had the highest total employment of any industry in May 2022—and to the high percentage of industry jobs with hourly wages below $15 (60.5 percent). Food preparation and serving related occupations, the occupational group with the highest percentage of jobs paying less than $15 per hour, made up over 88 percent of employment in this industry. After restaurants and other eating places, the industries with the largest number of jobs paying less than $15 per hour were food and beverage retailers (1.5 million), general merchandise retailers (1.4 million), individual and family services (1.2 million), and employment services (1.1 million), which includes temporary help services.
Occupation | Percent | Employment | Hourly mean wage (in dollars) |
||
---|---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | ||
Cashiers |
68.1 | 31.9 | 553,700 | 259,850 | 14.01 |
Stockers and order fillers |
53.6 | 46.4 | 345,250 | 299,400 | 15.40 |
Food preparation workers |
52.3 | 47.7 | 91,520 | 83,400 | 15.21 |
First-line supervisors of retail sales workers |
12.1 | 87.9 | 17,840 | 129,280 | 23.64 |
Fast food and counter workers |
54.4 | 45.6 | 60,470 | 50,630 | 14.99 |
Customer service representatives |
61.7 | 38.3 | 66,510 | 41,340 | 14.69 |
Retail salespersons |
61.1 | 38.9 | 62,630 | 39,920 | 14.98 |
Butchers and meat cutters |
34.0 | 66.0 | 34,100 | 66,100 | 17.75 |
Packers and packagers, hand |
77.5 | 22.5 | 76,970 | 22,400 | 12.98 |
General and operations managers |
7.7 | 92.3 | 4,240 | 51,080 | 37.02 |
Note: Data include grocery and convenience retailers (NAICS 4451) and specialty food retailers (NAICS 4452) only. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
Half of the jobs in food and beverage retailers paid less than $15 per hour. The industry, which includes grocery, convenience, and specialty food retailers, but not beer, wine, and liquor retailers, was among those with the largest number of jobs paying less than $15 per hour (1.5 million). In 7 of the 10 largest occupations in this industry, the majority of jobs had hourly wages below $15. About 68 percent of cashiers and 53.6 percent of stockers and order fillers earned less than $15 per hour in food and beverage retailers; these two occupations combined made up nearly half of industry employment. The majority of food preparation workers, fast food and counter workers, customer service representatives, retail salespersons, and hand packers and packagers employed by food and beverage retailers also earned less than $15 per hour. By comparison, 34.0 percent of butchers and meat cutters, 12.1 percent of first-line supervisors of retail sales workers, and 7.7 percent of general and operations managers had wages below $15 per hour in this industry.
Occupation | Percent | Employment | Hourly mean wage (in dollars) |
||
---|---|---|---|---|---|
Less than $15 per hour | Greater than or equal to $15 per hour | Less than $15 per hour | Greater than or equal to $15 per hour | ||
Home health and personal care aides |
57.8 | 42.2 | 1,050,070 | 765,800 | 14.87 |
Social and human service assistants |
19.8 | 80.2 | 23,600 | 95,830 | 19.29 |
Child, family, and school social workers |
5.9 | 94.1 | 4,820 | 76,240 | 23.42 |
Substance abuse, behavioral disorder, and mental health counselors |
5.2 | 94.8 | 3,080 | 56,320 | 26.21 |
Social and community service managers |
1.2 | 98.8 | 580 | 47,230 | 34.91 |
Nursing assistants |
54.3 | 45.7 | 19,150 | 16,100 | 16.05 |
Office clerks, general |
32.7 | 67.3 | 10,250 | 21,070 | 17.68 |
Secretaries and administrative assistants, except legal, medical, and executive |
22.0 | 78.0 | 6,560 | 23,260 | 18.33 |
General and operations managers |
2.7 | 97.3 | 740 | 27,050 | 45.73 |
Registered nurses |
0.9 | 99.1 | 250 | 26,140 | 39.52 |
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, unpublished special tabulation and May 2022 wage estimates. |
The individual and family services industry provides a variety of nonresidential social assistance services, such as adoption services, senior centers, nonmedical home care, adult day care, and crisis intervention centers. The industry had 1.2 million jobs paying less than $15 per hour. Most of these jobs were in a single occupation: home health and personal care aides, which made up 64 percent of total industry employment and nearly 86 percent of jobs paying less than $15 per hour. Of the 10 largest occupations in individual and family services, nursing assistants was the only other occupation in which the majority of jobs (54.3 percent) paid less than $15 per hour. In contrast to food and beverage retailers, most of the largest occupations in individual and family services had relatively low shares of jobs below this wage threshold. For example, only 19.8 percent of social and human service assistants; 5.9 percent of child, family, and school social workers; and 5.2 percent of substance abuse, behavioral disorder, and mental health counselors had hourly wages below $15.
Andrew Mattingly and Audrey Watson are economists in the Division of Occupational Employment and Wage Statistics, U.S. Bureau of Labor Statistics. Email: mattingly.andrew@bls.gov and watson.audrey@bls.gov.
This Spotlight uses an unpublished special tabulation of microdata from the May 2022 Occupational Employment and Wage Statistics (OEWS) estimates. For general information about the OEWS survey, please see our OEWS Overview. Published OEWS data are available from the main OEWS data page.
In May 2021, the OEWS program switched to a new model-based estimation method called MB3. Under MB3, all in-scope QCEW establishments that are not represented by their own reported survey data, including establishments that were not sampled, receive occupational staffing patterns and wages modeled from data in similar responding establishments. Because MB3 results in OEWS microdata—either reported or modeled—for all in-scope establishments in the population, we are able to group the microdata into wage categories based on the wages assigned to each job. The tabulation method used does not produce measures of sampling error, so comparisons in this Spotlight were not tested for statistical significance. Detailed technical information about the MB3 wage estimation process is available in the May 2022 Survey Methods and Reliability Statement (PDF).
Respondents reporting at least one occupational wage below the state or federal minimum wage, whichever is higher, received imputed wages for all employees in that occupation, using a donor pool of similar responding establishments reporting the occupation. For modeled establishments in states with minimum wages above the federal minimum, the MB3 wage modeling process sets a floor at the level of the state minimum wage. No similar adjustments are made for substate areas with minimum wages above their respective state minimums. For example, establishments located in an area with a city-specific minimum wage may receive donors from elsewhere in the state, which may result in modeled wages below the local minimum. Therefore, the metropolitan and nonmetropolitan area data in this Spotlight should be interpreted with caution.
The OEWS program assumes a standard full-time schedule of 2,080 hours (40 hours a week, 52 weeks a year) to convert annual wages for full-time salaried workers to hourly equivalents. For some salaried occupations in which full-time, year-round work is not typical, OEWS publishes only annual wage estimates. For this Spotlight, a conversion factor of 1,647 hours per year was used to convert annual wages in these occupations to hourly equivalents. This conversion factor is equivalent to working 40 hours per week for 9.5 months and represents an estimated work schedule for teachers and teaching assistants, which make up the majority of employment in occupations for which OEWS publishes only annual wages.
Data by typical entry-level educational requirement are based on education and training categories from the BLS Employment Projections program. The federal minimum wage established in 1938 was converted to October 2023 dollars using the Consumer Price Index for All Urban Consumers (CPI-U) U.S. city average series for all items, not seasonally adjusted.