West Virginia Topped List of U.S. Fast Food Capitals, New Data Shows
QR Code Generator analysis finds Mountain State has highest number of popular fast food outlets per 100,000 residents; study notes overlap with states reporting high obesity rates
A new analysis of nationwide restaurant locations found West Virginia has the most popular fast food outlets per capita, with 49.04 chains per 100,000 residents, a figure that ranks the Mountain State as the country’s fast food capital. The study, compiled by QR Code Generator, compared numbers of popular chain restaurants in each state against population to calculate outlets per 100,000 people.
QR Code Generator singled out Subway, McDonald’s and Wendy’s as especially prevalent in West Virginia. The company’s methodology focused on widely recognized fast food and quick-service chain locations, and used state population to produce per-capita rates that were then ranked.
Following West Virginia on the list were Kentucky in second with about 47.21 outlets per 100,000 residents and Kansas in third at roughly 47.1. Kentucky’s most common chain was identified as Subway, while Kansas showed a strong presence of Pizza Hut, Domino’s and Papa John’s. Mississippi placed fourth, with nearly 47 outlets per 100,000 people and popular chains there including Sonic Drive-In, Wendy’s and Burger King. Ohio rounded out the top five, with the report noting Starbucks as the most common brand in that state.
The report’s top 10 also included Indiana, Arkansas, Louisiana, Tennessee and Wyoming. New York, by contrast, ranked 48th with 29.47 fast food restaurants per 100,000 residents, illustrating how large state populations and dense urban dining options can lower chain-per-capita figures.
"America is famous for its fast food culture — not only is it convenient, but it’s also affordable, and the data highlights which states particularly benefit from this," Marc Porcar, CEO of QR Code Generator PRO S.L., said in a statement accompanying the findings.
The report noted a potential public-health connection. Citing recent data from the Centers for Disease Control and Prevention, QR Code Generator highlighted that West Virginia, Mississippi and Arkansas also rank among states with the highest adult obesity prevalence — 41.2%, 40.1% and 40% respectively — and appear in the study’s top 10 for fast food outlets per capita. Porcar said that overlap reflects a correlation between fast food accessibility and adverse health outcomes.
Separately, a study by Restaurant Furniture Plus assessed customer satisfaction with specific fast food items and named McDonald’s chicken tenders among the lowest-rated menu items nationwide. A spokesperson for the furniture retailer said the analysis sought to identify patterns in customer satisfaction and "where brands have the greatest opportunity to improve," and concluded that certain items, including McDonald’s tenders, underperformed in consumer ratings.
Analysts and public-health experts caution that per-capita counts of chain locations are one measure of food access and do not capture the full range of dining options, home cooking patterns or socioeconomic factors that influence diet and health. The QR Code Generator report offers a snapshot of chain density across states that may inform local planning, public-health messaging and consumer choice, while broader studies are required to fully assess causal links between restaurant accessibility and health outcomes.