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Apple research paper hints iPhone habits can predict mental decline with age

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Newly-published Apple research argues that seniors not only use iPhone apps differently than their younger counterparts, but that their habits can predict future brain decline.

A paper, "App Usage Predicts Cognitive Ability in Older Adults," was shared during the ongoing ACM CHI Conference on Human Factors in Computing Systems in Glasgow, Scotland. Credited are six researchers — Mitchell Gordon, Leon Gatys, Carlos Guestrin, Jeffrey Bigham, Andrew Trister, and Kayur Patel — all of whom work for Apple except for Gordon, who did the research while he was an intern but has since moved on to Stanford University.

In the course of research, Apple collected iPhone data and cognitive test results from 84 otherwise healthy people aged 61 to 76 for three months in 2018. The median age was 66, and 69 percent were women.

"We find that older adults use fewer apps, take longer to complete tasks, and send fewer messages," the researchers say in their abstract. "We use cognitive test results from these same older adults to then show that up to 79% of these differences can be explained by cognitive decline, and that we can predict cognitive test performance from smartphone usage with 83% ROCAUC [receiver operating characteristic area under curve]." Seniors who are "cognitively young" tend to use iPhones like younger people, the paper adds.

The study challenges prior research linking usage differences mostly to culture, values, and lifestyle.

The Apple researchers acknowledge several limitations to their work, among them a relatively small sample size, the absence of a controlled, randomly-assigned experiment, and potential "confounders" like hidden medical and socio-economic conditions. The comparison with younger adults was also based on prior work rather than a newly-recruited batch, and the 84 seniors were given new iPhone 7 units running backups of their existing iPhones, likely resulting in a "breaking-in period" for some.

Ultimately, outside research and meta-analysis will likely be needed to verify Apple's findings.

It's still a rare occurence for Apple researchers to publish papers, mostly a consequence of the company's secrecy. Most of these are about machine learning, though it did collaborate with Stanford Medicine on the Apple Heart Study, which collected data from 419,093 Apple Watch owners.

Apple has shown growing interest in the senior market, for instance adding fall detection to the Apple Watch Series 4. It's reportedly looking to get the Series 3 into the hands of U.S. Medicare users, and iOS has a range of accessibility options.



16 Comments

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lkrupp 19 Years · 10521 comments

Well, my wife is “cognitively young” then at age 69. She is on her iPhone 8 constantly, texting our adult children about our grandchildren and offering life advice. She plays Candy Crush, uses Facebook, and is always looking at online shopping sites. She could probably make use of Screen Time but I wouldn’t dare suggest it as I value my happy home life.  B)

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usersinceos1 9 Years · 145 comments

"The study challenges prior research linking usage differences mostly to culture, values, and lifestyle". Well, speaking as an older adult (age 77), I'd like to point out that many older people DO live in a different culture, have different values, and live a different lifestyle, than younger people.   I'm fortunate that I have worked in an academic environment all of my career, so I have constantly been exposed to younger people and their distinctly different, and changing, "culture, values, and lifestyle".  I know people my age who haven't had that exposure, and they probably do use fewer apps, take longer to complete phone tasks, etc.  However, I wouldn't attribute these traits to a sign of cognitive decline, but instead are due to their just living a less techie, older culture and lifestyle.

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king editor the grate 15 Years · 662 comments

My dad will be 80 this fall. In college to be a business teacher, he got to feed punchcards into a computer and thought, well, that's neat, but I wonder if it will ever have any practical value or if I'll get to interact with computers again? He rode the curve with a NorthStar Horizon, then a used PC, always with shelves full of thick software manuals. We got him an iPad Air 2 a couple of years ago, and he's digging the snot out of it; it's like hazy future presaged by punchcards finally arrived. One of his favorite uses is for piano music he plays for church services at the VA. He's since supplemented a couple of PC towers with a Mac Mini, I think partly because it's easier for mom to navigate.

All that typed, I hope that when I'm his age, I decide I've got better things to do than stare at screens and poke around at gizmo whatsis. I might well "take longer to complete tasks" when I quit partway through whatever I'm doing and mosey or/and saunter around the block.

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zoetmb 17 Years · 2655 comments

"We find that older adults use fewer apps, take longer to complete tasks, and send fewer messages," 

Maybe they use fewer apps because they don't have ADHD and find a smaller set of practical apps that accomplish everything they need to and they don't always need to jump on the next thing.  And maybe they send fewer messages because they put all their thoughts together in a single message instead of sending a text every time some idiot piece of trivia pops into their head and because they don't gossip as much or maybe it's because older people still use email.   I bet they'd also find that older people take fewer selfies and don't post every trivial piece of their life on social media, like "I'm at McDonald's and here's a photo of my French fries".    And maybe they don't spend as much time on their devices because they have a life outside of those devices and still understand how to interact with real people.   

Maybe they do take longer to compete tasks (although I'm 68 and I don't), although I bet a higher percentage of older people know how to type properly.   

This sounds like so much b.s. and strikes of ageism.   What caused them to study this in the first place?  Sounds like they had a theory with a predetermined result and then interpreted their study to get that result.  

I think younger people also forget that it's the people who are now "older" who created this industry in the first place.   Most of the people who created the microcomputer industry and who developed the web for consumers and businesses are in their 70's now.  

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auxio 19 Years · 2766 comments

All that typed, I hope that when I'm his age, I decide I've got better things to do than stare at screens and poke around at gizmo whatsis. I might well "take longer to complete tasks" when I quit partway through whatever I'm doing and mosey or/and saunter around the block.

One can't really say that either activity is better.  It's good to keep both the mind and the body in shape for as long as possible.