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Abstract

Objective:

This study investigated ICD-10-CM codes for adverse social determinants of health (SDoH) across 12 U.S. health systems by using data from multiple health care encounter types for diverse patients covered by multiple payers.

Methods:

The authors described documentation of 11 SDoH ICD-10-CM code categories (e.g., educational problems or social environmental problems) between 2016 and 2021; assessed changes over time by using chi-square tests for trend in proportions; compared documentation in 2021 by gender, age, race-ethnicity, and site with chi-square tests; and compared all patients’ mental health outcomes in 2021 with those of patients with documented SDoH ICD-10-CM codes by using exact binomial tests and one-proportion z tests.

Results:

Documentation of any SDoH ICD-10-CM code significantly increased, from 1.7% of patients in 2016 to 2.7% in 2021, as did that for all SDoH categories except educational problems. Documentation was often more prevalent among female patients and those of other or unknown gender than among male patients and among American Indian or Alaska Native, Black or African American, and Hispanic individuals than among those belonging to other race-ethnicity categories. More educational problems were documented for younger patients, and more social environmental problems were documented for older patients. Psychiatric diagnoses and emergency department visits and hospitalizations related to mental health were more common among patients with documented SDoH codes.

Conclusions:

SDoH ICD-10-CM code documentation was infrequent and differed by population subgroup. Differences may reflect documentation practices or true SDoH prevalence variation. Standardized SDoH documentation methods are needed in health care settings.

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Information & Authors

Information

Published In

Go to Psychiatric Services
Go to Psychiatric Services
Psychiatric Services
PubMed: 39308169

History

Received: 25 March 2024
Revision received: 7 May 2024
Accepted: 6 June 2024
Published online: 23 September 2024

Keywords

  1. electronic health record
  2. poverty
  3. prevention
  4. public health
  5. sociopolitical issues

Authors

Details

Elyse N. Llamocca, Ph.D. [email protected]
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Brian K. Ahmedani, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Elizabeth Lockhart, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Arne L. Beck, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Frances L. Lynch, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Sonya L. Negriff, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Rebecca C. Rossom, M.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Katherine Sanchez, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Stacy A. Sterling, Dr.P.H.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Cheryl Stults, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Stephen C. Waring, D.V.M., Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Melissa L. Harry, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Hao Yu, Ph.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Lawrence T. Madziwa, M.S.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).
Gregory E. Simon, M.D.
Center for Health Policy and Health Services Research, Henry Ford Health, Detroit (Llamocca, Ahmedani, Lockhart); Center for Suicide Prevention and Research, Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, Ohio (Llamocca); Institute for Health Research, Kaiser Permanente Colorado, Aurora (Beck); Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon (Lynch); Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (Negriff); HealthPartners Institute, Bloomington, Minnesota (Rossom); Baylor Scott & White Research Institute, Dallas (Sanchez); Division of Research, Kaiser Permanente Northern California, Oakland (Sterling); Palo Alto Medical Foundation Research Institute, Sutter Health, Palo Alto, California (Stults); Institute of Rural Health, Essentia Health, Duluth, Minnesota (Waring, Harry); Department of Population Medicine, Harvard Medical School, and Harvard Pilgrim Health Care Institute, Harvard Pilgrim Health System, Boston (Yu); Health Research Institute, Kaiser Permanente Washington, Seattle (Madziwa, Simon).

Notes

Send correspondence to Dr. Llamocca ([email protected]).
The results reported in this article were presented at the Health Care Systems Research Network annual meeting, Milwaukee, April 9–11, 2024.

Competing Interests

The authors report no financial relationships with commercial interests.

Funding Information

This study was supported by NIMH grants T32-MH125792 (to Dr. Llamocca; principal investigator: Dr. Ahmedani) and U19-MH121738 (principal investigator: Dr. Simon).

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