Related Experiment Video
Updated: Apr 18, 2026

E-Patient Counseling Trial E-PACO: Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy
Published on: August 1, 2019
Early Integration of Outpatient Palliative Care Among Adults With Advanced Cancer in a Safety-Net Health System: A
Lisa DiMartino1,2, Vincent Merrill3, Celette Sugg Skinner1,2
1Peter O'Donnell School of Public Health, UT Southwestern Medical Center, Dallas, TX.
Purpose:
Little is known about guideline-concordant, early integration of palliative care (PC) in the outpatient setting among patients with advanced cancer within a safety-net system. This study examined PC delivery patterns for patients seen in a large, urban safety-net system.
Methods:
Patients diagnosed with advanced-stage solid tumor and who had ≥1 outpatient oncology visit from January 2018 to July 2023 at Parkland Health were identified via electronic health record. Outcomes assessed included (1) receipt of PC referral ≤8 weeks after diagnosis, (2) receipt of any PC referral, and (3) PC visit completion. Multivariable logit models evaluated associations between key characteristics (age, race/ethnicity, gender, cancer type, preferred language, insurance, diagnosis year) and the outcomes.
Results:
Among 1,296 patients (44% female; 76% non-White), 55% received a referral. Of those referred, 46% patients were referred early (≤8 weeks). Two thirds of the referred patients completed a PC visit during the study period. In adjusted regression models, patients who were Black (v White; adjusted odds ratio [aOR], 0.52 [95% CI, 0.33 to 0.82]), Hispanic (aOR, 0.33 [95% CI, 0.18 to 0.59]), or had prostate cancer (v breast cancer; aOR, 0.27 [95% CI, 0.10 to 0.69]) had lower odds of receiving early referral. Ages 40-69 (v >80 years; lowest odds for 60 to <70, aOR, 0.41 [95% CI, 0.20 to 0.85]) and patients with gynecologic cancer (aOR, 0.14 [95% CI, 0.07 to 0.28]) had lower odds of receiving any PC referral. Females had higher odds of completing a PC visit (v males; aOR, 1.45 [95% CI, 1.01 to 2.08]).
Conclusion:
Many patients did not receive an outpatient referral or received it late. Observed differences by race/ethnicity, cancer type, and age suggest the need for different interventions targeting PC delivery for underserved patients with cancer.
Related Concept Videos
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
Continuing Care
Integrated Healthcare System
Patient-centered Care
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
