Menopause may be underdocumented in EHRs - Summary - MDSpire
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Menopause may be underdocumented in EHRs

  • By

  • Andrea Surnit

  • September 14, 2026

  • 4 min

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Objective:

To analyze the documentation of menopause in self-reported surveys compared to structured electronic health records (EHRs) in the All of Us Research Program.

Approach:
  • Data Analysis: Investigators analyzed menopause-related survey responses, EHR diagnosis codes, and genomic data from approximately 396,000 participants recorded as female at birth.
  • Survey Measures: Included questions on permanent cessation of menstrual periods, reasons for cessation, hysterectomy history, and ovary removal.
  • EHR Measures: Included structured diagnostic codes for menopause, premature menopause, and related conditions.
Key Findings:
  • 192,655 participants reported permanent cessation of menstrual periods, while only 27,975 had an EHR diagnosis code for menopause.
  • Surveys identified nearly 7 times as many menopause observations compared to structured EHR data.
  • Among participants with an EHR menopause diagnosis, over 99% reported that their periods had permanently stopped.
  • 18% of participants with natural and surgical menopause had an EHR menopause diagnosis.
  • EHR data showed limited documentation of menopause-related symptoms.
Interpretation:

The findings indicate substantial underreporting of menopause in structured EHRs compared to self-reported surveys.

Limitations:
  • Menopause status was not clinically confirmed.
  • Survey and EHR data did not provide age at natural menopause.
  • Response and recall bias may affect survey results.
  • Small sample sizes in some sociodemographic groups limit interpretation.
Conclusion:

Survey data provided greater ascertainment of menopause than structured EHR diagnoses.

Sources:

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