Use of Z-Codes to Record Social Determinants of Health Among Fee-for-service Medicare Beneficiaries in 2017
Open accessThe claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Z codes offer clinicians a standardized set of measures to document social, economic, and environmental issues faced by patients.
“These Z codes offer clinicians a standardized set of measures to document social, economic, and environmental issues faced by patients11.”
From Documentation of individual-level social determinants of health among adults diagnosed with cancer in the United States (2025) · cites this paper as [11]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
No references could be resolved yet.
Research works printed but not linked: 5
- Fink DS, Keyes KM, Cerda M. Social Determinants of Population Health: A Systems Sciences Approach. Current epidemiology reports 2016;3:98- 105.
- Stringhini S, Carmeli C, Jokela M, et al. Socioeconomic status and the 25 x 25 risk factors as determinants of premature mortality: a multicohort study and meta-analysis of 1.7 million men and women. Lancet (London, England) 2017;389:1229-37.
- Allen J, Balfour R, Bell R, Marmot M. Social determinants of mental health. International review of psychiatry (Abingdon, England) 2014;26:392-407.
- Navathe AS, Zhong F, Lei VJ, et al. Hospital Readmission and Social Risk Factors Identified from Physician Notes. Health Serv Res 2018;53:1110- 36.
- Gottlieb L, Tobey R, Cantor J, Hessler D, Adler NE. Integrating Social And Medical Data To Improve Population Health: Opportunities And Barriers. Health affairs (Project Hope) 2016;35:2116-23.
Cited by
Sorted by citations
Truong, H. P., Luke, A. A., Hammond, G., Wadhera, R. K., Reidhead, M., & Joynt Maddox, K. E. (2020) · Medical Care · doi:10.1097/mlr.0000000000001418 · Cited by 203 · see citing works
Hsu, C.-Y., Henderson, G., Slejko, J. F., Hussain, A., Swain, R. S., Kalesan, B., Huang, P.-L., & Onukwugha, E. (2025) · Scientific Reports · doi:10.1038/s41598-025-13825-3 · Cited by 5 · see citing works
Development and Validation of Computable Social Phenotypes for Health‐Related Social Needs
Gregory, M. E., Kasthurirathne, S. N., Magoc, T., McNamee, C., Harle, C. A., & Vest, J. R. (2024) · JAMIA Open · doi:10.1093/jamiaopen/ooae150 · Cited by 2 · see citing works
- Authors
- Weeks, W. B., Cao, S. Y., Lester, C. M., Weinstein, J. N., & Morden, N. E.
- Affiliations
- Microsoft (United States) (US)
- Corresponding author
- Weeks, William B.
- Venue
- Journal of General Internal Medicine
- Published
- 2019-07-19
- Volume
- 35
- Issue
- 3
- Pages
- 952-955
- ISSN
- 0884-8734 (ISSN-L)
- 1525-1497
- PMC
- PMC7080897
- OpenAlex
- W2964159818
- Cited by
- 76
- References
- 0
- Citations by year
- 2026: 10 · 2025: 18 · 2024: 12 · 2023: 17 · 2022: 11 · 2021: 4 · 2020: 2 · 2019: 1
- FWCI
- 4.91
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of General Internal Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › Health Information Management › Medical Coding and Health Information
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Health Sciences › Health Professions › General Health Professions › Health, Medicine and Society
- Keywords
- Z codes, social determinants of health, fee-for-service Medicare, psychiatric diagnosis, Medicaid enrollment, household income, Medicare spending, substance use disorders, psychosis, dementia, employment and unemployment
- MeSH terms
- Mental Disorders, Medicare, Humans, Medicaid, Socioeconomic Factors, United States, Health Behavior, Fee-for-Service Plans, International Classification of Diseases, Clinical Coding, Social Determinants of Health
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review