Evidence map›Paper›PMID 40325342›Full record

ArticleJournal of general internal medicine2026

Physician Perspectives on Z Codes for Social Determinants of Health Screening.

Michael Enich, Emmy Tiderington

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Physician explanation of Z-coded homelessness in medicaid claims.Health services & outcomes research methodology · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Michael EnichUniversity of Washington, Seattle, WA, USA. menich2@uw.edu.ORCID 0000-0002-6783-9762
Emmy TideringtonSchool of Social Work, Rutgers University, New Brunswick, NJ, USA.

Funding

The Role of Homelessness and Supportive Housing in Healthcare Disparities among Adults in MedicaidR01MD015261 · NIMHD · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI CANTOR, JOEL C · 2021 to 2025
$3.2M
NIMHD NIH HHS R01 MD015261NIMHD NIH HHS R01MD015261
6 · The paper itself

Abstract

backgroundHealth settings are increasingly assessing and addressing health-related social needs. ICD-10 Z codes are billing codes for social determinants of health (SDOH), but represent a novel opportunity to document social needs given their ubiquity; yet they are seldom used. Little work has explored physician perspectives on the utility of Z codes for social needs documentation.

objectiveTo elucidate physician understandings of Z codes and their perspectives on Z codes' utility in documenting patients' health-related social needs.

designSemi-structured qualitative interviews.

participantsPhysicians at high Z-coding hospitals in New Jersey (n = 18). APPROACH: Deductive and inductive thematic content and cross-case analysis. KEY

resultsPhysicians assessed social needs. History taking and physician specialty influenced when needs were identified and documented. Needs most often came up in discharge planning. Physicians recognized their important role in ensuring social needs would be documented, but were unsure of what to do when a patient identified these needs. Physicians lacked explicit knowledge about Z codes and often would accidentally use them by "diagnosing" health-related social needs in the problem list. Hospital systems, SDOH screening, and reimbursement all influenced Z-coding; participants could not describe a systematic screening or documentation process at any hospital. Ultimately, Z codes were viewed as a tool to connote complexity and seek higher reimbursement.

conclusionsZ codes are ubiquitous across electronic medical records and represent an opportunity to document health-related social needs across settings. Physicians reported using them primarily as billing codes to document complex medical planning in the context of social risk and to drive higher reimbursement. Future work could consider these codes for other initiatives, such as integrating them into screening practices or using this reimbursement to fund social health programs.

Indexed as

Attitude of Health PersonnelInternational Classification of DiseasesMass ScreeningPhysiciansSocial Determinants of HealthFemaleHumansMaleMiddle AgedNew JerseyQualitative ResearchHealth disparitiesHealth-related social needsHealth systemsSocial determinants of healthZ codes

Identifiers

PMID40325342
PMCPMC12894598

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.