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Updated: May 5, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Step counts over time with the burden of 105 non-communicable diseases in older adults from the All of Us Research
Jiseung Kang1, Hyeon Jin Kim2, Christa J Nehs3
1Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA; School of Health and Environmental Science, Korea University College of Health Science, Seoul, South Korea; Department of Health and Safety Convergence Science, Korea University Graduate School, Seoul, South Korea.
Background:
As the impact of daily step counts on the risk and burden of various non-communicable diseases (NCDs) in older adults remains unclear, we investigated this association using wearable device data from a large, diverse cohort.
Methods:
We conducted a prospective cohort study using the All of Us Research Program, including 2969 older adults (≥55 years) who wore Fitbit devices. Fitbit data were linked with electronic health records, and follow-up continued until July 1, 2022, to assess daily step counts and NCDs. We estimated the new-onset risks (adjusted-hazard ratios [aHRs]) and burdens (years lived with disability [YLDs]) for 105 NCDs.
Results:
Of the 2969 participants aged ≥55, participants were categorized into a control group with ≥6000 step counts (mean [SD] age, 66.4 [6.9] years; female, 1243 [62.7%]) and a low-step counts with <6000 steps (67.9 [7.4]; 710 [72.1%]). Lower daily step counts were associated with increased risk and/or burden across various NCDs. First, for cardiovascular disease (aHR, 1.17 [95% CI, 1.04-1.33]; YLD, 85.2 [28.9-141.4] per 100,000 populations), chronic respiratory disease (1.23 [1.08-1.40]; 138.5 [4.7-272.3]), digestive diseases (1.18 [1.04-1.34]; 116.9 [37.3-196.4]), and diabetes and kidney diseases (1.29 [1.11-1.51]; 186.3 [11.8-360.7]), lower step counts were linked to both increased risk and burden. Second, for neurological disorders, mental disorders, and substance use disorders, lower-step counts were associated with a higher risk but not burden. Third, for neoplasms and sense organ disorders, lower-step counts were linked to higher burden without changes in risk.
Conclusions:
This study provides real-world evidence supporting the critical role of daily step counts in reducing the risk and/or burden of NCDs.
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