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

Trendingnow

1

Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military

2

'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032

3

Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there

1

Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military

2

'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032

3

Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
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

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

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
  • Pinterest icon

Latest in Health

worm
HealthFood and drink
The pest that could devastate the American cattle industry was in Texas, but now it’s in New Mexico, too
By Jeffrey Collins and The Associated PressJune 9, 2026
23 hours ago
A man put a drink in front of Trump
HealthFood and drink
A Biden-era study told Americans to drink less alcohol. The Trump admin ‘sidelined’ the research facing pressure from the alcohol lobby
By Laura Ungar, Ali Swenson and The Associated PressJune 9, 2026
23 hours ago
Kaged Pre-Workout Review (2026): Athlete Approved
HealthDietary Supplements
Kaged Pre-Workout Review (2026): Athlete Approved
By Christina SnyderJune 8, 2026
2 days ago
Liquid IV Review (2026): Our Personal Experience
HealthDietary Supplements
Liquid IV Review (2026): Our Personal Experience
By Christina SnyderJune 8, 2026
2 days ago
Biotics 8 Review (2026): Expert Tested
HealthDietary Supplements
Biotics 8 Review (2026): Expert Tested
By Emily PharesJune 8, 2026
2 days ago
Jacked Factory Authentic Whey Protein Review (2026)
HealthDietary Supplements
Jacked Factory Authentic Whey Protein Review (2026)
By Emily PharesJune 8, 2026
2 days ago

Most Popular

Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military
Asia
Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military
By Kate O'Keeffe and BloombergJune 8, 2026
2 days ago
'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032
Economy
'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032
By Nick LichtenbergJune 9, 2026
22 hours ago
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
Success
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
By Preston ForeJune 8, 2026
2 days ago
Current price of oil as of June 9, 2026
Personal Finance
Current price of oil as of June 9, 2026
By Joseph HostetlerJune 9, 2026
1 day ago
Current price of silver as of Tuesday, June 9, 2026
Personal Finance
Current price of silver as of Tuesday, June 9, 2026
By Joseph HostetlerJune 9, 2026
1 day ago
Trump, who has repeatedly called climate change fake, is now threatening Brazil with tariffs over the deforestation of the Amazon
Environment
Trump, who has repeatedly called climate change fake, is now threatening Brazil with tariffs over the deforestation of the Amazon
By Sasha RogelbergJune 8, 2026
2 days 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.