Baseball, Hot Dogs, and Statistics

Summer is in full swing, which means that when I’m not talking about BLS data, I’m talking about baseball, something I could do full time. Luckily these two topics have a lot in common; nothing quite says statistics in the summertime like baseball does. We fans have followed baseball statistics for nearly as long as the game has been played. Teams today increasingly use statistics—or “analytics”—to decide which players to add to their rosters, who to play in any game situation, and even where to position fielders for certain batters. That’s a lot like the innovations BLS and the other federal statistical agencies focus on to help people make informed decisions for their families, businesses, and the broader economy.

I grew up a St. Louis Cardinals fan until the mid-1960s, when the lamentable Kansas City Athletics moved to Oakland and the American League expansion team, Kansas City Royals, brought winning baseball to Kansas. I had a second home, as it were, in the seats of Kauffman Stadium, or “The K” to us Kansas City Royals fans. Today I cheer for the Washington Nationals, having lived in the D.C. area for the past 25 years. Regardless of your favorite team, if you’re a baseball fan you know statistics are a huge part of how your team performs. While I could talk about George Brett’s batting average, home runs, or wins above replacement, let’s instead look at where America’s agency on labor data meets America’s favorite pastime.

Spectator sports employed over 144,000 workers in 2018. The map below shows the metropolitan areas with the most jobs in spectator sports. The New York-Newark-Jersey City, NY-NJ-PA metro area, home of the Yankees and Mets, employs the most people at 8,674. Spectator sports include all professional and semi-professional sport teams.

Employment in spectator sports by metropolitan area, 2018

Editor’s note: Data for this map are available in the table below.

Also consider the Occupational Employment Statistics program. In 2018, there were 27,780 radio and television announcers and 7,480 public address announcers. There were also 236,970 coaches and scouts and 19,090 umpires and referees in 2018.

Here’s a look at some of the occupations within the spectator sports industry:

Employment in selected occupations in the spectator sports industry, May 2018

Editor’s note: Data for this chart are available in the table below.

If you’re going to the game, the Consumer Price Index can tell you how prices have changed over time. For example, ticket prices for sporting events decreased 0.8 percent from June 2018 to June 2019. Over the same period, parking fees and tolls increased 3.2 percent and prices for food away from home increased 3.1 percent. At the low end of the increases is beer away from home—a modest 0.8 increase over the year.

Or maybe you just decide to enjoy the game in front of your new 80-inch flat screen TV. You aren’t alone. According to the American Time Use Survey, Americans spend, on average, 2.84 hours a day watching television in 2017. That’s almost enough time to watch your typical 9-inning baseball game.

Can we squeeze any more baseball out of BLS statistics? There’s wage data for ushers, occupational injuries for umpires, and productivity in certain recreation industries. But we’ll save that for another day. For now, sit back and enjoy the game. Play Ball!

Employment in spectator sports by metropolitan area, 2018
Metropolitan area Employment
Abilene, TX 14
Akron, OH 215
Albany-Schenectady-Troy, NY 537
Albuquerque, NM 241
Anchorage, AK 204
Ann Arbor, MI 84
Atlanta-Sandy Springs-Roswell, GA 1,948
Augusta-Richmond County, GA-SC 314
Austin-Round Rock, TX 1,071
Bakersfield, CA 229
Baltimore-Columbia-Towson, MD 1,872
Bangor, ME 32
Barnstable Town, MA 9
Baton Rouge, LA 15
Beaumont-Port Arthur, TX 5
Billings, MT 78
Birmingham-Hoover, AL 372
Bloomington, IL 54
Boulder, CO 22
Bridgeport-Stamford-Norwalk, CT 83
Burlington-South Burlington, VT 92
Canton-Massillon, OH 13
Cape Coral-Fort Myers, FL 718
Charleston, WV 118
Charleston-North Charleston, SC 256
Charlotte-Concord-Gastonia, NC-SC 6,081
Chicago-Naperville-Elgin, IL-IN-WI 4,763
Cincinnati, OH-KY-IN 1,473
Cleveland-Elyria, OH 2,019
Coeur d’Alene, ID 36
College Station-Bryan, TX 20
Colorado Springs, CO 214
Columbia, SC 383
Columbus, OH 813
Corpus Christi, TX 153
Dallas-Fort Worth-Arlington, TX 3,392
Deltona-Daytona Beach-Ormond Beach, FL 1,294
Denver-Aurora-Lakewood, CO 999
Des Moines-West Des Moines, IA 375
Detroit-Warren-Dearborn, MI 1,682
Dover, DE 222
Dubuque, IA 72
Duluth, MN-WI 75
El Paso, TX 269
Erie, PA 105
Eugene, OR 67
Evansville, IN-KY 209
Fairbanks, AK 29
Flint, MI 6
Florence, SC 43
Fort Collins, CO 4
Fresno, CA 542
Grand Junction, CO 67
Grand Rapids-Wyoming, MI 234
Great Falls, MT 72
Greeley, CO 96
Greenville, NC 54
Greenville-Anderson-Mauldin, SC 234
Gulfport-Biloxi-Pascagoula, MS 121
Hagerstown-Martinsburg, MD-WV 21
Harrisburg-Carlisle, PA 316
Hartford-West Hartford-East Hartford, CT 233
Hickory-Lenoir-Morganton, NC 111
Hot Springs, AR 665
Houston-The Woodlands-Sugar Land, TX 2,968
Huntington-Ashland, WV-KY-OH 27
Huntsville, AL 47
Indianapolis-Carmel-Anderson, IN 2,786
Jacksonville, FL 1,397
Janesville-Beloit, WI 52
Joplin, MO 11
Kahului-Wailuku-Lahaina, HI 3
Kansas City, MO-KS 1,737
Kennewick-Richland, WA 84
Lake Charles, LA 11
Lakeland-Winter Haven, FL 387
Lancaster, PA 160
Las Cruces, NM 18
Las Vegas-Henderson-Paradise, NV 835
Lebanon, PA 16
Lexington-Fayette, KY 1,556
Lincoln, NE 172
Little Rock-North Little Rock-Conway, AR 148
Los Angeles-Long Beach-Anaheim, CA 7,100
Louisville-Jefferson County, KY-IN 1,337
Lubbock, TX 12
Manchester-Nashua, NH 144
Medford, OR 23
Memphis, TN-MS-AR 1,349
Miami-Fort Lauderdale-West Palm Beach, FL 6,476
Midland, TX 99
Milwaukee-Waukesha-West Allis, WI 2,218
Minneapolis-St. Paul-Bloomington, MN-WI 3,337
Missoula, MT 20
Mobile, AL 79
Myrtle Beach-Conway-North Myrtle Beach, SC-NC 171
Naples-Immokalee-Marco Island, FL 23
Nashville-Davidson–Murfreesboro–Franklin, TN 721
New Orleans-Metairie, LA 1,522
New York-Newark-Jersey City, NY-NJ-PA 8,674
North Port-Sarasota-Bradenton, FL 549
Norwich-New London, CT 85
Ocala, FL 490
Ogden-Clearfield, UT 120
Oklahoma City, OK 1,227
Oxnard-Thousand Oaks-Ventura, CA 82
Palm Bay-Melbourne-Titusville, FL 301
Phoenix-Mesa-Scottsdale, AZ 4,398
Pittsburgh, PA 1,603
Pittsfield, MA 21
Portland-South Portland, ME 317
Portland-Vancouver-Hillsboro, OR-WA 1,042
Providence-Warwick, RI-MA 348
Raleigh, NC 1,339
Reading, PA 198
Richmond, VA 381
Riverside-San Bernardino-Ontario, CA 688
Roanoke, VA 98
Rochester, NY 676
Sacramento–Roseville–Arden-Arcade, CA 957
Salem, OR 56
Salisbury, MD-DE 138
San Antonio-New Braunfels, TX 757
San Diego-Carlsbad, CA 1,720
Santa Rosa, CA 223
Seattle-Tacoma-Bellevue, WA 3,176
Sherman-Denison, TX 6
Sioux Falls, SD 138
Spartanburg, SC 15
Spokane-Spokane Valley, WA 209
St. George, UT 20
St. Joseph, MO-KS 13
St. Louis, MO-IL 1,608
State College, PA 75
Stockton-Lodi, CA 130
Tampa-St. Petersburg-Clearwater, FL 3,302
Trenton, NJ 159
Tucson, AZ 83
Tulsa, OK 281
Virginia Beach-Norfolk-Newport News, VA-NC 148
Washington-Arlington-Alexandria, DC-VA-MD-WV 2,931
Waterloo-Cedar Falls, IA 65
Watertown-Fort Drum, NY 15
Wausau, WI 34
Weirton-Steubenville, WV-OH 18
Wheeling, WV-OH 47
Winston-Salem, NC 414
Worcester, MA-CT 97
Yakima, WA 21
York-Hanover, PA 156
Youngstown-Warren-Boardman, OH-PA 84
Yuba City, CA 34
Employment in selected occupations in the spectator sports industry, May 2018
Occupation Employment
Security guards 8,490
Ushers 7,610
Food and beverage servers 6,980
Groundskeepers 2,350
Parking lot attendants 1,850

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