Food Safety
search
Ask Food Safety AI
cart
facebook twitter linkedin instagram youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Food Safety
  • NEWS
    • Latest News
    • Sponsor Insights
    • Sponsored White Papers
  • PRODUCTS
  • TOPICS
    • Contamination Control
    • Food Types
    • Management
    • Process Control
    • Regulatory
    • Sanitation
    • Supply Chain
    • Testing and Analysis
  • PODCAST
  • EXCLUSIVES
    • Food Safety Five Newsreel
    • eBooks
    • FSM Distinguished Service Award
    • Interactive Product Spotlights
    • Videos
  • BUYER'S GUIDE
  • MORE
    • NEWSLETTERS >
      • Archive Issues
      • Subscribe to eNews
    • Store
    • ASK FSM AI
  • WEBINARS
  • FOOD SAFETY SUMMIT
  • EMAG
    • eMagazine
    • Archive Issues
    • Editorial Advisory Board
    • Contact
    • Advertise
  • SIGN UP!
NewsSupply ChainFoodservice/Retail

Study Explores Whether an Area’s Density of ‘Healthy’ Food Retail Outlets Affects Foodborne Illness Risk

By Food Safety Magazine Editorial Team
person holding phone while eating fries at foodservice establishment
Image credit: Freepik
March 27, 2026

Foodborne illnesses remain a significant global public health concern, with an estimated 600 million cases annually worldwide and approximately 4 million cases each year in Canada. Retail food establishments have been identified as a common setting for exposure to foodborne pathogens, and inspection results have been associated with illness risk.

In this context, researchers from the University of Guelph examined whether characteristics of the local retail food environment are associated with food safety infractions, used as a proxy for potential exposure to foodborne hazards.

Study Design and Scope

Published in Environmental Health Review, the study analyzed 12,432 food safety inspections conducted between 2015 and 2019 in the Wellington-Dufferin-Guelph Public Health (WDGPH) unit in Ontario, Canada. Inspections spanned 226 dissemination areas and included high-, medium-, and low-risk facilities (determined based on the Risk Categorization of Food Premises Template, where risk rating corresponds to the likelihood of a foodborne illness outbreak).

In total, 9,500 infractions were identified, of which 2,484 (26 percent) were classified as critical, meaning they posed an immediate public health risk or could lead to foodborne illness.

Researchers applied general linear mixed effects models to assess whether the relative density of "healthier" food outlets or fast food outlets in a given area was associated with the odds of observing any infractions or critical infractions. Analyses controlled for covariates, including measures of marginalization, seasonality, and inspector variability, and were stratified by facility risk rating.

Associations with "Healthy" Food Outlet Density

The researchers reported that the odds of at least one infraction increased in areas with low-to-moderate relative density of healthy food outlets compared to areas with low density. Among moderate-risk facilities, the odds of at least one infraction were 30 percent higher in areas with moderate-to-high density of healthy food outlets.

For critical infractions, the odds tended to increase as the relative density of healthier food outlets increased; however, these findings were not statistically significant. The direction of association was generally consistent for moderate- and high-risk facilities but not for low-risk facilities.

Looking for quick answers on food safety topics?
Try Ask FSM, our new smart AI search tool.
Ask FSM →

The authors suggested that these findings may reflect increased access to foods such as raw fruits, vegetables, and leafy greens, which are often consumed without cooking and may carry a higher risk of contamination.

Associations with Fast Food Outlet Density

In contrast, lower access to fast food outlets was generally associated with lower odds of infractions. Areas with no access to fast food outlets showed decreased odds of any infractions and critical infractions compared to areas with the highest density of fast food outlets, with statistically significant results observed for high-risk facilities.

Similarly, low and low-to-moderate densities of fast food outlets were associated with reduced odds of infractions, particularly in high-risk establishments. However, some associations were not statistically significant, and trends varied for moderate-risk facilities.

Interpretation of Results

The researchers reported that the findings supported the hypothesis that the local retail food environment may be associated with risk of exposure to foodborne hazards. Notably, lower access to fast food outlets and unhealthier options was associated with reduced odds of infractions, aligning with prior hypotheses that limited access to healthier foods and greater reliance on certain food establishments may increase the risk of contracting foodborne illness.

At the same time, the observation of increased infractions in some areas with greater access to healthier food outlets indicated that the relationship is complex and may be influenced by the types of foods available and their handling requirements.

The authors emphasized that the analysis was exploratory and that no clear overall trend emerged. They noted that further research is needed to confirm these associations and identify additional factors that may explain the observed patterns.

Public Health and Policy Considerations

The study’s findings suggested that the local retail food environment could be an important factor in understanding and reducing exposure to foodborne hazards. The authors indicated that, if confirmed, these associations could inform targeted outreach to food establishments in higher-risk areas, as well as local policy and inspection strategies.

They also highlighted limitations, including the exclusion of unregistered food operators and the potential lack of generalizability beyond the study region.

Overall, the researchers concluded that these results represent some of the first evidence linking measures of the retail food environment, including the density of healthy and fast food outlets, with food safety infractions as a proxy for foodborne illness risk.

KEYWORDS: Canada foodborne illness study University of Guelph

Share This Story

Fsm purple logo 200x200

The Food Safety Magazine editorial team comprises Bailee Henderson, Digital Editor ✉ and Adrienne Blume, M.A., Editorial Director.

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • people holding baby chicks

    Serovar Differences Matter: Utility of Deep Serotyping in Broiler Production and Processing

    This article discusses the significance of Salmonella in...
    Food Type
    By: Nikki Shariat Ph.D.
  • woman washing hands

    Building a Culture of Hygiene in the Food Processing Plant

    Everyone entering a food processing facility needs to...
    Personal Hygiene/Handwashing
    By: Richard F. Stier, M.S.
  • graphical representation of earth over dirt

    Climate Change and Emerging Risks to Food Safety: Building Climate Resilience

    This article examines the multifaceted threats to food...
    Contamination Control
    By: Maria Cristina Tirado Ph.D., D.V.M. and Shamini Albert Raj M.A.
Manage My Account
  • eMagazine Subscription
  • Subscribe to Newsletters
  • Manage My Preferences
  • Website Registration
  • Subscription Customer Service

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Food Safety Magazine audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Food Safety Magazine or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • Darkling Beetle
    Sponsored byElanco Animal Health

    Integrated Pest Management: Protecting Poultry Operations as Seasons Change

  • NEVIFIT 3 Compartment BPA-FREE
    Sponsored byCorbion

    The Risks of Ready-to-Eat: Five Ways to Protect Today's Prepared Meals

  • a group of workers in a food production facility
    Sponsored bySkillUp by Registrar Corp

    How to Build a Better Training Program: Data and Insights from the Global Food Safety Training Survey

Popular Stories

half full baby bottle next to rubber duckie on white surface

Organic Infant Formulas Caused Back-to-Back Botulism Outbreaks—What Gives?

nara organics whole milk infant formula

Another Infant Botulism Outbreak Sickens Three, Nara Organics Formula Suspected Cause

smiling man with clipboard in front of bottling line at beverage manufacturing facility

The Evolving Role of the Quality Assurance Professional in Food Safety

Events

June 25, 2026

Rethinking Food Safety: Eliminating Biofilm and Building a Smarter Food Safety System

Live: June 25, 2026 at 2:00 pm EDT: Join this webinar to explore a modern approach to decontamination that goes beyond surface-level cleaning to combat biofilm and persistent pathogens.

June 30, 2026

FSMA 204 in Practice: Building a Traceability-Ready Operation

Live: June 30, 2026 at 11:00 am EDT: Attend this webinar to learn how food businesses can move from fragmented records toward a more reliable approach for recall response, FDA requests, and supply chain visibility.

July 21, 2026

Using AI Responsibly in Food Safety Management Systems

Live: July 21, 2026 at 2:00 pm EDT: This webinar will provide participants with guidance on how to effectively use generative artificial intelligence (AI) tools to develop key components of a food safety management system (FSMS).

View All

Products

Global Food Safety Microbial Interventions and Molecular Advancements

Global Food Safety Microbial Interventions and Molecular Advancements

See More Products

Related Articles

  • person washing hands, handwashing, sanitation

    FDA Releases Report on Foodborne Illness Risk Factors in Retail Food Store Delis

    See More
  • older adult man and woman eating a meal with younger couple

    Food Standards Scotland Study Identifies Factors Driving Foodborne Illness Risk Among Older Adults

    See More
  • FDA Report: Foodborne Illness Risk Factors in Restaurants 2013-2014

    See More

Related Products

See More Products
  • food safety.jpg

    Food Safety Contaminants and Risk Assessment

  • 1119071127.jpg

    Food Safety, Risk Intelligence and Benchmarking

  • 9781498721776.jpg

    Handbook of Food Processing: Food Safety, Quality, and Manufacturing Processes

See More Products

Events

View AllSubmit An Event
  • August 7, 2025

    Achieve Active Managerial Control of Major Risk Factors Using a Food Safety Management System

    On Demand: From this webinar, attendees will learn about changes to the FDA Food Code, which now includes a requirement for FSMS. 
View AllSubmit An Event

Related Directories

  • Food Safety News

    Food Safety News advances public health by delivering timely, accurate, and comprehensive coverage of foodborne illness outbreaks, recalls, and regulatory developments that impact the safety of our global food supply.
  • Loma Systems, an ITW Co.

    Established in 1969, LOMA SYSTEMS® is a leading manufacturer of advanced inspection systems for the food and pharmaceutical industries. With the addition of Lock Inspection and Cintex, Loma has built on this heritage to become a major supplier of metal detectors, checkweighers and X-ray inspection equipment.
×

Never miss the latest news and trends driving the food safety industry

Newsletters | Website | eMagazine

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • Instagram
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing