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"Roberto Gallardo, an Associate professor at Purdue University, has released an interesting policy paper, An Evolving Digital Divide: Measuring and Understanding Mobile-Dependent Households (MDH). The paper summarizes Gallardo’s research, using U.S. Census data, to compare households that rely on cellular for broadband connectivity in homes before and after the pandemic."

"The paper cites several interesting statistics. Data from the U.S. Census American Community Survey (ACS) shows that the percentage of homes with no Internet access decreased from 17.6% in 2017 to 6.5% in 2025, meaning that 12.5 million homes gained broadband over that period. However, over the same period, the percentage of homes that only access the Internet with a smartphone increased from 7.5% in 2017 to 11.5% in 2024, an increase of six million households. The study also looked at device ownership. The percentage of homes that only have mobile devices (no laptops or desktops) in 2017 was 9% of 2017 and increased to 15.2% by 2024, an increase of 9 million homes. These statistics show that, while home broadband usage has increased dramatically by 12.5 million homes from 2017 to 2024, a lot of that gain was from the growth of mobile-dependent homes."

"Over the years, I recall seeing articles in the popular press that speculated about these trends and concluded that people are increasingly happy with mobile broadband and don’t need a big-screen broadband option. Gallardo cites other studies that come to a different conclusion. He cites a study by Napoli and Obar in 2014 that coined the term “mobile Internet underclass” to describe the inferior nature of broadband access through a cellphone using the small screen and data plans with small data caps. That study concluded that treating mobile access as equivalent to fixed broadband risks rendering the growing mobile-only population invisible. He also cites a study by Quaglione, Matteucci, Furia, Marra, and Pozzi in 2020 that says that mobile broadband is a good complement to having home broadband, but is not a substitute for home broadband."

"Gallardo goes on to undertake a deep data dive into the Census data for 2019 and 2024. He looked to see if he could discern any differences in mobile-dependent households that are related to metrics like metropolitan versus rural, race, those between 18 and 34, those over 65, households employed in blue-collar occupations, household incomes, home ownership, and homes with no Internet access available."

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