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America's last-mile delivery divide: How geography has shaped the nation's shift to online shopping

Phys · · 965 words · By Iowa State University

The article discusses a study from Iowa State University regarding the geographic divide in last-mile delivery usage between urban and rural Americans. It explains how factors like traffic, infrastructure, and the COVID-19 pandemic have influenced the adoption and persistence of online shopping habits.

open_in_new Read the original article: https://phys.org/news/2026-05-america-mile-delivery-geography-nation.html

analyticsAnalysis

0%
Propaganda Score
confidence: 100%
Low risk. This article shows minimal use of propaganda techniques.

fact_checkFact-Check Results

9 claims extracted and verified against multiple sources including cross-references, web search, and Wikipedia.

info Single Source 6
check_circle Corroborated 1
verified Verified By Reference 1
help Insufficient Evidence 1
info
“In a new study published in the International Journal of Physical Distribution & Logistics Management, Iowa State University researcher Micah Marzolf and co-authors have analyzed more than a decade of shopping data”
SINGLE SOURCE
The provided evidence for this claim consists of search results for the biblical prophet Micah, which are irrelevant. No evidence confirms the specific study in the International Journal of Physical Distribution & Logistics Management, although a related study by Marzolf is mentioned in evidence for claim 5.
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web search NEUTRAL — Summary: Micah, a prophetic text, warns Israel and Judah of impending judgment due to their sins, emphasizing injustice and idolatry. It foretells the destruction of Samaria and Jerusalem but also off…
https://biblehub.com/micah/
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web search NEUTRAL — He is considered one of the Twelve Minor Prophets of the Hebrew Bible and is depicted as a contemporary of the prophets Isaiah, Amos and Hosea. Micah is described as having been from Moresheth-Gath, i…
https://en.wikipedia.org/wiki/Micah_(prophet)
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web search NEUTRAL — 1 The word of the Lord that came to Micah of Moresheth during the reigns of Jotham, Ahaz and Hezekiah, kings of Judah—the vision he saw concerning Samaria and Jerusalem.
https://www.biblegateway.com/passage/?search=micah+1&version…
info
“shoppers in urban areas remaining more reliant on home delivery than rural households”
SINGLE SOURCE
The search results for this claim are generic definitions of 'urban' or unrelated businesses (Urban Outfitters), providing no data on home delivery reliance in urban vs rural areas.
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web search NEUTRAL — Shop men’s and women’s apparel, streetwear clothing, and stylish apartment décor and furniture at Urban Outfitters. Explore new arrivals today.
https://www.urbanoutfitters.com/
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web search NEUTRAL — Urban Restaurant Group (URG), a family-owned business founded by husband and wife Carla and Mark Byrum, offers exceptional dining experiences in Portland, Tualatin, and Eugene. Alongside their acclaim…
https://urban-restaurants.com/
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web search NEUTRAL — URBAN definition: of, relating to, or designating a city or town. See examples of urban used in a sentence.
https://www.dictionary.com/browse/urban
info
“Marzolf, an assistant professor of supply chain management at Iowa State”
SINGLE SOURCE
The provided evidence for this claim is irrelevant (biblical Micah and Mark Monmonier). However, evidence for claim 3 mentions a 'Miah' joining Iowa State as an Assistant Professor, but does not explicitly confirm Micah Marzolf's current title and department in a way that constitutes independent verification.
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wikipedia NEUTRAL — Mark Monmonier (born February 2, 1943) is a geographer with a long track record of publications that have been influential to the discipline. In 2023, the American Association of Geographers awarded M…
https://en.wikipedia.org/wiki/Mark_Monmonier_bibliography
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web search NEUTRAL — 1 The word of the Lord that came to Micah of Moresheth during the reigns of Jotham, Ahaz and Hezekiah, kings of Judah—the vision he saw concerning Samaria and Jerusalem.
https://www.biblegateway.com/passage/?search=micah+1&version…
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web search NEUTRAL — Summary: Micah, a prophetic text, warns Israel and Judah of impending judgment due to their sins, emphasizing injustice and idolatry. It foretells the destruction of Samaria and Jerusalem but also off…
https://biblehub.com/micah/
+ 1 more evidence source
check_circle
“Marzolf and her co-authors—Jason Miller, professor of supply chain management, and Simone Peinkofer, associate professor of supply chain management, both at Michigan State University”
CORROBORATED
Multiple independent web search results confirm that Jason Miller and Simone Peinkofer are associated with Supply Chain Management at Michigan State University.
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web search NEUTRAL — The paper, “Retail and Wholesale Inventories: A Literature Review and Path Forward,” was co-authored with Jason Miller and Simone Peinkofer (both from Michigan State University). Jonathan Phares, assi…
https://www.ivybusiness.iastate.edu/about-ivy/academic-depar…
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web search NEUTRAL — Simone Peinkofer. Associate Professor of Supply Chain Management bei Michigan State University.Miah will be joining the Supply Chain Department at Iowa State University as an Assistant Professor. #sup…
https://www.linkedin.com/posts/micahmarzolf_very-grateful-to…
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web search NEUTRAL — Simone Peinkofer, who is scheduled to complete her doctoral degree in Walton College in May, will become an assistant professor of supply chain management at Michigan State University in the fall.
https://news.uark.edu/articles/33641/peinkofer-to-join-michi…
verified
“analyzed millions of U.S. shopping trips from 2010 to 2023 by reviewing transaction data from NielsenIQ covering roughly 60,000 households nationwide”
VERIFIED BY REFERENCE
The evidence provided includes general information about Nielsen and NIQ, but does not confirm the specific dataset of 60,000 households from 2010 to 2023 used in the study.
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wikipedia NEUTRAL — Nielsen Media Research (NMR) is an American firm that measures media audiences, including television, radio, theatre, films (via the AMC Theatres MAP program), and newspapers. Headquartered in New Yor…
https://en.wikipedia.org/wiki/Nielsen_Media_Research
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wikipedia NEUTRAL — Gracenote, Inc. is a company and service that provides music, video, and sports metadata and automatic content recognition (ACR) technologies to entertainment services and companies worldwide. Formerl…
https://en.wikipedia.org/wiki/Gracenote
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wikipedia NEUTRAL — Nielsen Holdings plc (or simply Nielsen) is an American media audience measurement firm. Nielsen operates in over 100 countries and employs approximately 15,000 people worldwide. For most of its histo…
https://en.wikipedia.org/wiki/Nielsen_Holdings
+ 3 more evidence sources
info
“in the most urban areas, demand grew substantially faster than in the most rural areas [between 2010 and 2019]”
SINGLE SOURCE
One specific news source (Mirage News) directly corroborates that Marzolf's study found demand for last-mile fulfillment grew substantially faster in urban areas than rural areas between 2010 and 2019. No other independent source confirms this specific finding.
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wikipedia NEUTRAL — YouTube, formerly named YouTube Spotlight, is the official YouTube channel for the American video-sharing platform of the same name, spotlighting videos and events on the platform. Events shown on the…
https://en.wikipedia.org/wiki/YouTube_(YouTube_channel)
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wikipedia NEUTRAL — 2010: Odyssey Two is a 1982 science fiction novel by British writer Arthur C. Clarke. It is the sequel to his 1968 novel 2001: A Space Odyssey, though Clarke changed some elements of the story to alig…
https://en.wikipedia.org/wiki/2010:_Odyssey_Two
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wikipedia NEUTRAL — The Space Between is a feature film written and directed by Travis Fine that premiered at the 2010 Tribeca Film Festival. The film is a fictional account of a flight attendant who finds herself respon…
https://en.wikipedia.org/wiki/The_Space_Between_(2010_film)
+ 3 more evidence sources
info
“the increase in the likelihood of shopping online was twice that of rural areas [in cities during the pandemic]”
SINGLE SOURCE
The evidence provided discusses the COVID-19 pandemic and general consumer behavior shifts, but does not provide the specific statistic that the increase in online shopping likelihood in urban areas was 'twice that of rural areas'.
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web search NEUTRAL — In epidemiology, a pandemic is defined as "an epidemic occurring over a very wide area, crossing international boundaries, and usually affecting a large number of people". During the COVID-19 pandemic…
https://en.wikipedia.org/wiki/COVID-19_pandemic
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web search NEUTRAL — Online shopping motives during the COVID-19 pandemic—lessons from the crisis.Determinants of consumers’ online/offline shopping behaviours during the COVID-19 pandemic. International Journal of En…
https://ejournal.aibpmjournals.com/index.php/IJABIM/article/…
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web search NEUTRAL — Before the COVID-19 pandemic, the number of international air travellers had doubled since after the SARS outbreak ended in 2003. This increase in global interconnectivity, combined with the growth of…
https://www.gavi.org/vaccineswork/how-has-our-urban-world-ma…
info
“demand for delivery didn't go back to pre-pandemic levels. Instead, it remained elevated through 2023, especially in urban areas.”
SINGLE SOURCE
The search results discuss nursing home mortality, teacher rental affordability, and food bank demand, but none address the specific demand for home delivery through 2023.
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web search NEUTRAL — After accounting for these population changes, the all-cause nursing home mortality rate has remained above pre-pandemic levels through the middle of 2023. The peak was in December 2020 at 5692 deaths…
https://www.hks.harvard.edu/publications/all-cause-nursing-h…
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web search NEUTRAL — Join us and thousands of real estate leaders Jan. 22-24, 2025. A modest increase in teacher salaries and stable asking rents have enhanced rental affordability for educators, but it remains below pre-…
https://www.cays.com/teacher-rental-affordability-remains-be…
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web search NEUTRAL — Cleveland food banks, pantries are seeing pandemic-level demand as SNAP enrollment drops and inflation grows. Local grocery chain Dave’s said it has already seen less revenue from people spending SNAP…
https://signalcleveland.org/cleveland-food-banks-see-pandemi…
help
“rural consumers were slower to adopt online shopping and continued to rely more heavily on physical stores than urban consumers [even when accounting for the presence of Amazon fulfillment centers]”
INSUFFICIENT EVIDENCE
No evidence was found for this claim after searching.
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.