Social determinants of health Z-codes and postoperative outcomes after colorectal surgery: A national population-based study
Abstract
Background We sought to evaluate the impact of social determinants of health (SDOH) on postoperative outcomes following colorectal surgery. Methods This retrospective cohort study used PearlDiver-Mariner, an all-payer insurance claims database. Patients who underwent colectomy or proctectomy between 2010 and 2020 were included. SDOH were identified using International Classification of Diseases diagnosis codes. Outcomes were compared using multivariable regression models. Results The 30-day postoperative complication rate among 333,387 patients (mean age, 59 years; 58% female) was 27%. Approximately 5% of patients reported at least one SDOH at baseline. SDOH were not associated with length of stay but were associated with higher odds of 30-day postoperative complications (OR:1.16, 95% CI:1.12-1.20), including urinary tract infection (OR:1.27, 95% CI:1.20-1.35) anastomotic leak (OR:1.22, 95% CI:1.16-1.28), pneumonia (OR:1.19, 95% CI:1.11-1.27), deep vein thrombosis (OR:1.13, 95% CI:1.02-1.23), sepsis (OR:1.12, 95% CI:1.07-1.18), disruption of wound (OR:1.12, 95% CI:1.03-1.21), and acute kidney injury (OR:1.04, 95% CI:0.99-1.10). Conclusions SDOH Z-codes were associated with worse postoperative complications following colorectal surgery and may help target high-risk patients.
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Our findings are consistent with prior published findings that Z code documentation was correlated with greater disease burden and a higher incidence of 30-day post-operative complications following colorectal surgery.
“Our findings are consistent with prior published findings which found that Z code documentation was correlated with greater disease burden14,21, and a higher incidence of 30-day post-operative complications following colorectal surgery (i.e., correlated with more complex health status)22.”
From Documentation of individual-level social determinants of health among adults diagnosed with cancer in the United States (2025) · cites this paper as [22]
Cites
The Social Determinants of Health: Coming of Age
Braveman, P., Egerter, S., & Williams, D. R. (2011) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031210-101218 · Cited by 2,476 · see citing works
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
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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
- Authors
- Pollak, Y. L. E., Lee, J. Y., Khalid, S. I., Aquina, C. T., Hayden, D. M., & Becerra, A. Z.
- Affiliations
- Rush University Medical Center (US)
- AdventHealth Orlando (US)
- Corresponding author
- Becerra, Adán Z.
- Venue
- The American Journal of Surgery
- Publisher
- Elsevier BV
- Published
- 2022-11
- Volume
- 224
- Issue
- 5
- Pages
- 1301-1307
- ISSN
- 0002-9610 (ISSN-L)
- OpenAlex
- W4283817418
- Cited by
- 30
- References
- 2
- Citations by year
- 2026: 9 · 2025: 5 · 2024: 11 · 2023: 5
- FWCI
- 4.03
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- The American Journal of Surgery (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Health › Health disparities and outcomes
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac, Anesthesia and Surgical Outcomes
- Health Sciences › Medicine › Oncology › Colorectal Cancer Surgical Treatments
- Keywords
- social determinants of health, Z codes, colorectal surgery, postoperative complications, colectomy, rectal resection, 30-day postoperative outcomes, urinary tract infection, anastomotic leakage, pneumonia, deep vein thrombosis, sepsis, wound disruption, acute kidney injury, length of hospital stay
- MeSH terms
- Colectomy, Colorectal Surgery, Female, Humans, Male, Middle Aged, Postoperative Complications, Retrospective Studies, Social Determinants of Health
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