• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock

2

‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion

3

'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic

1

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock

2

‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion

3

'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
HealthBrainstorm Health

When “Self-Reported” Research Is Reported By Itself

By
Clifton Leaf
Clifton Leaf
Down Arrow Button Icon
By
Clifton Leaf
Clifton Leaf
Down Arrow Button Icon
December 19, 2016, 1:04 PM ET
Add Fortune on Google for similar content.

This essay appears in today’s edition of the Fortune Brainstorm Health Daily. Get it delivered straight to your inbox.

Here’s the problem with most studies that assess the effects of diet, exercise, or sleep over time: They’re largely self-reported—and people, it seems, aren’t very good at remembering how much they ate, or what they ate, or how far they walked or slept, or for how long, or whether they were eating while they were walking or sleeping.

There are some of us, to be sure, who are inveterate chroniclers—natural-born Homers (the Greek, not the Simpson) who can relate from memory how many stairs were climbed or paces were paced in any given hour or day. But most of us, well, aren’t. We’re imperfect scribes with imperfect memories.

Which is why this report from JAMA Cardiology last week was so significant—more significant, I would say, than the amount of attention it received. In the study, Stanford researcher Euan Ashley and colleagues set out to determine if they could automatically measure “objective, real-world physical activity patterns, fitness, sleep, and cardiovascular health” from consenting volunteers who downloaded a Stanford Medicine-developed iPhone app called MyHeart Counts (which is based on Apple’s open-source framework, ResearchKit).

Lots of people downloaded the free app after it was made available in March 2015. No shocker there. But what was surprising, at least to me, was how many of those app users consented to participate in the study: 48,968 of them—which included individuals in all 50 states and the District of Columbia. And more surprising still is that nearly 82% of those folks, or 40,017 volunteers in all, actually uploaded data to the research team.

Though only 9% or so of consenters (4,552 people) uploaded a full week of reports on their physical activity, that’s still a big sample size for an objectively measured, data-driven research study. The “always-on, low-power motion chips” in the smartphones captured what no human memory ever could.

While one aspect of Stanford study involved self-reporting (some participating volunteers filled out a questionnaire on their perceptions of their own heart health), the most significant finding of the study didn’t come from that.

Rather, in the words of the researchers, it’s that both “mobile consent” and “real-time gathering of sensor and survey data from a large ambulatory population” are eminently feasible. And in a smartphone-driven world, that has changed public health research overnight.

About the Author
By Clifton Leaf
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Health

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • TikTok icon
  • YouTube icon

Latest in Health

The Best Fiber Supplements of 2026: Tested and Reviewed
HealthDietary Supplements
The Best Fiber Supplements of 2026: Tested and Reviewed
By Christina SnyderJuly 21, 2026
6 hours ago
A family crisis inspired Bill Ackman to spend $260 million to create a massive brain research institute in Manhattan
InnovationBill Ackman
A family crisis inspired Bill Ackman to spend $260 million to create a massive brain research institute in Manhattan
By Jeff John RobertsJuly 21, 2026
7 hours ago
traffic
HealthAutos
Rich countries have cut road deaths by more than 30% in 30 years—but about 90% of fatal crashes now happen in poorer nations
By Mike Stobbe and The Associated PressJuly 21, 2026
13 hours ago
Three women chop their way into the record books at Lumberjack World Championships
North AmericaWisconsin
Three women chop their way into the record books at Lumberjack World Championships
By The Associated Press and Ellen SchmidtJuly 20, 2026
1 day ago
Ferran Torres
SuccessWorld Cup
Spain’s Ferran Torres scored the winning goal in the World Cup—but just four years ago, he was in therapy and stuck in a ‘bottomless pit’
By Emma BurleighJuly 20, 2026
1 day ago
FDA walks back positive lab test while lettuce recall continues
HealthFood and drink
FDA walks back positive lab test while lettuce recall continues
By Bloomberg, Kristina Peterson, Jessica Nix and Daniela SirtoriJuly 20, 2026
1 day ago

Most Popular

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock
Success
Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock
By Sasha RogelbergJuly 20, 2026
1 day ago
‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion
Success
‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion
By Sydney LakeJuly 20, 2026
2 days ago
'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
AI
'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
By Jason MaJuly 18, 2026
3 days ago
OpenAI says its AI models secretly broke out of a secure test environment and hacked into AI company Hugging Face in order to cheat on an evaluation
Cybersecurity
OpenAI says its AI models secretly broke out of a secure test environment and hacked into AI company Hugging Face in order to cheat on an evaluation
By Jeremy Kahn and Emily ForliniJuly 21, 2026
6 hours ago
Jamie Dimon won't put more of his own money into the long end of the bond market right now—thanks to the $39 trillion national debt
Economy
Jamie Dimon won't put more of his own money into the long end of the bond market right now—thanks to the $39 trillion national debt
By Eleanor PringleJuly 21, 2026
15 hours ago
Current price of oil as of July 21, 2026
Personal Finance
Current price of oil as of July 21, 2026
By Joseph HostetlerJuly 21, 2026
15 hours ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.