Social Determinants of Health Needs and Health-related Quality of Life Among Surgical Patients: A Retrospective Analysis of 8512 Patients

OBJECTIVE

To assess associations between social determinants of health (SDOH) needs and health-related quality of life (HRQOL) among surgical patients.

BACKGROUND

Despite the profound impact of SDOH on health outcomes, studies examining the effect of SDOH needs on HRQOL among surgical patients are limited.

METHODS

A retrospective study was conducted using responses from the SDOH needs assessment and the Patient-Reported Outcomes Measurement Information Systems Global Health instrument of adults seen in surgical clinics at a single institution. Patient characteristics including socioeconomic status (insurance type, education level, and employment status) were extracted. Stepwise multivariable logistic regression analyses were performed to identify independent predictors of global health scores.

RESULTS

A total of 8512 surgical patients (mean age: 55.6±15.8 years) were included. 25.2% of patients reported one or more SDOH needs. The likelihood of reporting at least one SDOH need varied by patient characteristics and socioeconomic status variables. In fully adjusted regression models, food insecurity [odds ratio (OR), 1.53; 95% CI, 1.38-1.70 and OR, 1.49; 95% CI, 1.22-1.81, respectively], housing instability (OR, 1.27; 95% CI, 1.12-1.43 and OR, 1.39; 95% CI, 1.13-1.70, respectively) lack of transportation (OR, 1.46; 95% CI, 1.27-1.68 and OR, 1.25; 95% CI, 1.00-1.57, respectively), and unmet medication needs (OR, 1.31; 95% CI, 1.13-1.52 and OR, 1.61; 95% CI, 1.28-2.03, respectively) were independent predictors of poor physical and mental health.

CONCLUSIONS

SDOH needs are independent predictors of poor patient-reported physical and mental health among surgical patients. Assessing and addressing SDOH needs should be prioritized in health care settings and by policymakers to improve HRQOL.

Patterns in Physician Burnout in a Stable-Linked Cohort

Importance

Physician burnout is widely reported to be an increasing problem in the US. Although prior analyses suggest physician burnout is rising nationally, these analyses have substantial limitations, including different physicians joining and leaving clinical practice.

Objective

To examine the prevalence of burnout among physicians in a large multispecialty group over a 5-year period.

Design, Setting, and Participants

This survey study was conducted in 2017, 2019, and 2021 and involved physician faculty members of the Massachusetts General Physicians Organization. Participants represented different clinical specialties and a full range of career stages. The online survey instrument had 4 domains: physician career and compensation satisfaction, physician well-being, administrative workload on physicians, and leadership and diversity.

Exposure

Time.

Main Outcomes and Measures

Physician burnout, which was assessed with the Maslach Burnout Inventory. A binary burnout measure was used, which defined burnout as a high score in 2 of the 3 burnout subscales: Exhaustion, Cynicism, and Reduced Personal Efficacy.

Results

A total of 1373 physicians (72.9% of the original 2017 cohort) participated in all 3 surveys. The cohort included 690 (50.3%) male, 921 (67.1%) White, and 1189 (86.6%) non-Hispanic individuals. The response rates were 93.0% in 2017, 93.0% in 2019, and 92.0% in 2021. Concerning years of experience, the cohort was relatively well distributed, with the highest number and proportion of physicians (478 [34.8%]) reporting between 11 and 20 years of experience. Within this group, burnout declined from 44.4% (610 physicians) in 2017 to 41.9% (575) in 2019 (P = .18) before increasing to 50.4% (692) in 2021 (P < .001).

Conclusions and Relevance

Findings of this survey study suggest that the physician burnout rate in the US is increasing. This pattern represents a potential threat to the ability of the US health care system to care for patients and needs urgent solutions.

Impetus of US hospital leaders to invest in patient-reported outcome measures (PROMs): a qualitative study

OBJECTIVES

Though hospital leaders across the USA have invested significant resources in collection of patient-reported outcome measures (PROMs), there are very limited data on the impetus for hospital leadership to establish PROM programmes. In this qualitative study, we identify the drivers and motivators of PROM collection among hospital leaders in the USA.

DESIGN

Exploratory qualitative study.

SETTING

Thirty-seven hospital leaders representing seven different institutions with successful PROMs programs across twenty US states.

METHODS

Semistructured interviews conducted with hospital leaders. Transcripts were analysed using thematic analysis.

RESULTS

Leaders strongly believe that collecting PROMs is the 'right thing to do' and that the culture of the institution plays an important role in enabling PROMs. The study participants often believe that their institutions deliver superior care and that PROMs can be used to demonstrate the value of their services to payors and patients. Direct financial incentives are relatively weak motivators for collection of PROMs. Most hospital leaders have reservations about using PROMs in their current state as a meaningful performance metric.

CONCLUSION

These findings suggest that hospital leaders feel a strong moral imperative to collect PROMs, which is also supported by the culture of their institution. Although PROMs are used in negotiations with payors, direct financial return on investment is not a strong driver for the collection of PROMs. Understanding why leaders of major healthcare institutions invest in PROMs is critical to understanding the role that PROMs play in the US healthcare system.

Patient reported outcomes after risk-reducing surgery in patients at increased risk of ovarian cancer

OBJECTIVE

To describe the quality of life of women at an increased risk of ovarian cancer undergoing risk-reducing bilateral salpingo-oophorectomy (RRBSO).

METHODS

Patients evaluated in our gynecologic oncology ambulatory practice between January 2018-December 2019 for an increased risk of ovarian cancer were included. Patients received the EORTC QLQ-C30 and PROMIS emotional and instrumental support questionnaires along with a disease-specific measure (PROM). First and last and pre- and post-surgical PROM responses in each group were compared as were PROMs between at-risk patients and patients with other ovarian diseases.

RESULTS

195 patients with an increased risk of ovarian cancer were identified, 155 completed PROMs (79.5%). BRCA1 or BRCA2 mutations were noted in 52.8%. Also included were 469 patients with benign ovarian disease and 455 with ovarian neoplasms. Seventy-two at-risk patients (46.5%) had surgery and 36 had both pre- and post-operative PROMs. Post-operatively, these patients reported significantly less tension (p = 0.011) and health-related worry (p = 0.021) but also decreased levels of health (p = 0.018) and quality of life <7d (0.001), less interest in sex (p = 0.014) and feeling less physically attractive (p = 0.046). No differences in body image or physical/sexual health were noted in at-risk patients who did not have surgery. When compared to patients with ovarian neoplasms, at-risk patients reported lower levels of disease-related life interference and treatment burden, less worry, and better overall health.

CONCLUSIONS

In patients with an increased risk of ovarian cancer, RRBSO is associated with decreased health-related worry and tension, increased sexual dysfunction and poorer short-term quality of life. Patients with ovarian neoplasms suffer to a greater extent than at-risk patients and report higher levels of treatment burden and disease-related anxiety.

Can the Knee Outcome and Osteoarthritis Score (KOOS) Function Subscale Be Linked to the PROMIS Physical Function to Crosswalk Equivalent Scores?

BACKGROUND

An increased focus on patient-reported outcome measures (PROMs) has led to a proliferation of these measures in orthopaedic surgery. Mandating a single PROM in clinical and research orthopaedics is not feasible given the breadth of data already collected with older measures and the emergence of psychometrically superior measures. Creating crosswalk tables for scores between measures allows providers to maintain control of measure choice. Furthermore, crosswalk tables permit providers to compare scores collected with older outcome measures with newly collected ones. Given the widespread use of the newer Patient-reported Outcome Measure Information System Physical Function (PROMIS PF) and the established Knee Outcome and Osteoarthritis Score (KOOS), it would be clinically useful to link these two measures.

QUESTION/PURPOSE

Can the KOOS Function in Activities of Daily Living (ADL) subscale be robustly linked to the PROMIS PF to create a crosswalk table of equivalent scores that accurately reflects a patient's reported physical function level on both scales?

METHODS

We sought to establish a common standardized metric for collected responses to the PROMIS PF and the KOOS ADL to develop equations for converting a PROMIS PF score to a score for the KOOS-ADL subscale and vice versa. To do this, we performed a retrospective, observational study at two academic medical centers and two community hospitals in an urban and suburban healthcare system. Patients 18 years and older who underwent TKA were identified. Between January 2017 and July 2020, we treated 8165 patients with a TKA, 93% of whom had a diagnosis of primary osteoarthritis. Of those, we considered patients who had completed a full KOOS and PROMIS PF 10a on the same date as potentially eligible. Twenty-one percent (1708 of 8165) of patients were excluded because no PROMs were collected at any point, and another 67% (5454 of 8165) were excluded because they completed only one of the required PROMs, leaving 12% (1003 of 8165) for analysis here. PROMs were collected each time they visited the health system before and after their TKAs. Physical function was measured by the PROMIS PF version 1.0 SF 10a and KOOS ADL scale. Analyses to accurately create a crosswalk of equivalent scores between the measures were performed using the equipercentile linking method with both unsmoothed and log linear smoothed score distributions.

RESULTS

Crosswalks were created, and adequate validation results supported their validity; we also created tables to allow clinicians and clinician scientists to convert individual patients' scores easily. The mean difference between the observed PROMIS PF scores and the scores converted by the crosswalk from the KOOS-ADL scores was -0.08 ± 4.82. A sensitivity analysis was conducted, confirming the effectiveness of these crosswalks to link the scores of two measures from patients both before and after surgery.

CONCLUSION

The PROMIS PF 10a can be robustly linked to the KOOS ADL measure. The developed crosswalk table can be used to convert PROMIS PF scores from KOOS ADL and vice versa.

CLINICAL RELEVANCE

The creation of a crosswalk table between the KOOS Function in ADL subscale and PROMIS PF allows clinicians and researchers to easily convert scores between the measures, thus permitting greater choice in PROM selection while preserving comparability between patient cohorts and PROM data collected from older outcome measures. Creating a crosswalk, or concordance table, between the two scales will facilitate this comparison, especially when pooling data for meta-analyses.

Initial findings from a prospective, large scale patient reported outcomes program in patients with gynecologic malignancy

INTRODUCTION

Patient reported outcome measures (PROMs) are associated with improved overall survival in patients with metastatic malignancy; however, routine collection of PROMs is nascent. Little is known about PROs in women with gynecologic malignancy outside of a trial setting, limiting our understanding of how routine populations experience treatment, disease and morbidity. The goal of this study was to prospectively collect and describe disease-specific PROs in a non-trial population of women with gynecologic malignancy.

METHODS

PROMs were assigned electronically to all patients presenting for care in our gynecologic oncology clinic. Patients received a general oncology questionnaire (EORTC QLQ C30) a disease specific questionnaire (FACT V, EORTC EN24, EORTC OV28, EORTC Cx 24), and questionnaires assessing support at home. Responses were mapped to relevant clinical variables. Descriptive statistics were performed, and comparisons made with parametric and nonparametric analyses. The association between support at home and perioperative complications was assessed via logistic regression.

RESULTS

In the study period, 3239 unique patients were evaluated at new patient visits, post-operative visits, chemotherapy visits and surveillance visits with a PROMs completion rate of 78.1% (n = 2530 women with 4402 completions). There was no difference in completion rates based on age or self-identified race. The EORTC QLQ C-30 questionnaire was able to adequately discern differences between disease sites. Overall, scores were lower than those obtained in trial populations. PROMs responses were not associated with perioperative complications.

CONCLUSION

Systematic collection of PROMs is feasible and tech-enabled workflows result in high collection rates. Quality of life scores in our clinic population were lower than published data, indicating caution should be used when extrapolating quality of life data from clinical trials to counseling and decision making around routine patient populations.

Cohort study of impact on length of stay of individual enhanced recovery after surgery protocol components

Objective

The goal of this study was to explore which enhanced recovery after surgery (ERAS) bundle items were most associated with decreased length of stay after surgery, most likely associated with decreased length of stay after surgery.

Design

A cohort study.

Setting

Large tertiary academic medical centre.

Participants

The study included 1318 women undergoing hysterectomy as part of our ERAS pathway between 1 February 2018 and 30 January 2020 and a matched historical cohort of all hysterectomies performed at our institution between 3 October 2016 and 30 January 2018 (n=1063).

Intervention

The addition of ERAS to perioperative care.

This is a cohort study of all patients undergoing hysterectomy at an academic medical centre after ERAS implementation on 1 February 2018. Compliance and outcomes after ERAS roll out were monitored and managed by a centralised team. Descriptive statistics, multivariate regression, interrupted time series analysis were used as indicated.

Main outcome measures

Impact of ERAS process measure adherence on length of stay.

Results

After initiation of ERAS pathway, 1318 women underwent hysterectomy. There were more open surgeries after ERAS implementation, but cohorts were otherwise balanced. The impact of process measure adherence on length of stay varied based on surgical approach (minimally invasive vs open). For open surgery, compliance with intraoperative antiemetics (−30%, 95% CI −18% to 40%) and decreased postoperative fluid administration (−12%, 95% CI −1% to 21%) were significantly associated with reduced length of stay. For minimally invasive surgery, ambulation within 8 hours of surgery was associated with reduced length of stay (−53%, 95% CI −55% to 52%).

Conclusions

While adherence to overall ERAS protocols decreases length of stay, the specific components of the bundle most significantly impacting this outcome remain elusive. Our data identify early ambulation, use of antiemetics and decreasing postoperative fluid administration to be associated with decreased length of stay.

Lymph node assessment at the time of hysterectomy has limited clinical utility for patients with pre-cancerous endometrial lesions

OBJECTIVE

The objective of this study was to determine the proportion of patients with a pre-invasive endometrial lesion who meet Mayo criteria for lymph node dissection on final pathology to determine if the use of sentinel lymph node biopsy in patients with pre-invasive lesions would be warranted.

METHODS

All women who underwent hysterectomy for a pre-invasive endometrial lesion (atypical hyperplasia or endometrial intra-epithelial neoplasia) between 2009 and 2019 were included for analysis. Relevant statistical tests were utilized to test the associations between patient, operative, and pathologic characteristics.

RESULTS

141 patients met inclusion criteria. 51 patients (36%) had a final diagnosis of cancer, the majority (96%) of which were Stage IA grade 1 endometrioid carcinomas. Seven patients (5%) met Mayo criteria on final pathology (one grade 3, seven size >2 cm, one >50% myoinvasive). Three of these seven patients had lymph nodes assessed of which 0% had metastases. Six of these patients had frozen section performed, and 2 met (33%) Mayo criteria intraoperatively. Of the seven patients in the overall cohort that had lymph node sampling, six had a final diagnosis of cancer and none had positive lymph nodes. Of the 51 patients with cancer, only 10 had cancer diagnosed using frozen section, and only two met intra-operative Mayo criteria. Age > 55 was predictive of meeting Mayo criteria on final pathology (p = 0.007). No patients experienced a cancer recurrence across a median follow up of 24.3 months.

CONCLUSIONS

Atypical hyperplasia and endometrial intra-epithelial neoplasia portend low risk disease and universal nodal assessment is of limited value.

Digital Disparities: Lessons learned from a Patient Reported Outcomes Program During the COVID-19 Pandemic

The collection of patient reported outcomes (PROs) allows us to incorporate the patient's voice within their care in a quantifiable, validated manner. Large scale collection of PROs is facilitated by the electronic health record (EHR) and its portal, though historically patients have eschewed the portal and completed patient reported outcome measures (PROMS) in clinic via tablet. Furthermore, access to and use of the portal is associated with known racial inequities. Our institution oversees the largest clinical PRO program in the world, and has a long history of racially equitable PRO completion rates via tablet. However, when the COVID-19 pandemic forced us to remove tablets from clinics and rely exclusively on portal use for PRO completion, profound racial disparities resulted immediately. Our experience quantifiably demonstrates the magnitude of inequity that the portal, in its current configuration, generates and serves as a cautionary tale to other health care systems and EHRs.

Primary care physician's (PCP) perceived value of patient-reported outcomes (PROs) in clinical practice: a mixed methods study

BACKGROUND

Patient-reported outcomes (PROs) can promote patient engagement, shared-decision making and improve the overall experience of care. However, PRO integration in the primary care clinical setting is limited. Exploring the perspectives of primary care physicians (PCPs) on PROs is key to understanding how they are being used in the clinical setting. We sought to elucidate this clinical perspective at one of the largest US health systems that has integrated a wide range of PROs into routine primary care.

METHODS

Mixed methods study with both anonymous online surveys and in-person qualitative semistructured interviews conducted with PCPs to understand their clinical perspectives on the applications of the existing PROs. PCPs from the 19 affiliated clinics were prompted to complete the survey. Interviewed PCPs were selected via a combination of random and purposive selection from the PCP directory.

RESULTS

Of 172 PCPs, 117 (68%) completed the online survey and 28 completed semistructured interviews. Most PCPs (77%) reviewed PRO responses with their patients. PCPs endorsed that PROs improve clinic efficiency and clinical management. However, PCPs have heterogeneous perspectives on the relevance of PROs in clinical practice, likely due to variations in clinic practice. For specific PRO instruments, PCPs reported anxiety and depression screening PROs to be most helpful. PCPs felt that PROs assisted with completing screening questions that are required by regulatory bodies. Barriers to using PROs include poor user-interface for both clinicians and patients and inadequate training.

CONCLUSIONS

Most PCPs regularly use PRO data though there are mixed opinions about their clinical relevance. An adaptable, user-friendly PRO system has the potential to have meaningful clinical applications in primary care.

Patient-Reported Mental Health Score Influences Physical Function After Primary Total Knee Arthroplasty

BACKGROUND

Despite the effectiveness of total knee arthroplasty (TKA), patients often have lingering pain and dysfunction. Recent studies have raised concerns that preoperative mental health may negatively affect outcomes after TKA. The primary aim of this study investigates the relationship between patient-reported mental health and postoperative physical function following TKA.

METHODS

A retrospective study of 1392 primary TKA patients was performed. Mental health and physical function scores were measured using the Patient-Reported Outcomes Measurement Information System (PROMIS) Global Health, and PROMIS Physical Function 10a and Knee injury and Osteoarthritis Outcome Score Physical Function (KOOS-PS) short forms. These assessments were completed preoperatively and up to 1-year postoperatively. Patients were stratified based on preoperative mental health scores into five distinct categories ranging from "Poor" to "Excellent." Locally estimated scatter plot smoothing curves (LOESS) were fit to the data examining physical function score trends over time.

RESULTS

Patients with higher mental health scores before surgery demonstrated better preoperative and postoperative physical function scores. However, all patients experienced similar gains in physical function following surgery. Despite this early improvement, patients with the worst mental health scores experienced a sharp decline in physical function approximately a year after surgery and did not appear to recover.

CONCLUSIONS

Poor mental health should not be a contraindication for performing TKA. For patients with the lowest mental health scores, physicians should account for the possibility that physical function scores may deteriorate a year after surgery. Tighter follow-up guidelines, more frequent physical therapy visits, or treatment for mental health issues may be considered to counter such deterioration.

Surgeon-level variance in achieving clinical improvement after lumbar decompression: the importance of adequate risk adjustment

BACKGROUND CONTEXT

Patient-Reported Outcome Measurement Information System (PROMIS) scores are increasingly utilized in clinical care. However, it is unclear if PROMIS can discriminate surgeon performance on an individual level.

PURPOSE

The purpose of this study was to examine surgeon-level variance in rates of achieving minimal clinically important difference (MCID) after lumbar decompression.

PATIENT SAMPLE

This is a prospective, observational cohort study performed across a healthcare enterprise (two academic medical centers and three community centers). Patients 18 years or older undergoing one- to two-level primary decompression for lumbar disc herniation (LDH) or lumbar spinal stenosis (LSS) were included.

OUTCOME MEASURES

The primary outcome was achievement of MCID, using a distribution-based method, on paired PROMIS physical function scores.

METHODS

Descriptive statistics were generated to examine the baseline characteristics of the study cohort. Bivariate analyses were used to examine the impact of surgeon-level variance on rates of MCID. Multivariable analyses were used to examine the risk-adjusted impact of surgeon-level variance on rates of MCID.

RESULTS

Overall, 636 patients treated by nine surgeons were included. The median patient age was 58 [interquartile range (IQR): 46-70] and 62.3% (n=396) were female. Among all patients, 56.9% (n=362) underwent surgery for LDH. The overall rate of achieving MCID was 75.8% (n=482). Of the surgeons, the median years in practice were 12 (range 4-31) and 55.6% (n=5) were in academic practice settings. On bivariate analysis, patients treated by one of the surgeons had lower rates of achieving MICD (odds ratio=0.37, 95% confidence interval: 0.15-0.91, p=.03). However, on multivariable analysis adjusting for operative indication (LDH vs. LSS), body mass index, number of comorbidities, percent unemployment in patient zip code, and preoperative PROMIS physical function scores, all surgeons were equally likely to obtain MCID.

CONCLUSIONS

In this cohort, variance in PROMIS scores after primary lumbar decompression is influenced by patient-related factors and not by individual surgeon. Adequate risk adjustment is needed if ascertaining clinical improvement on an individual surgeon basis.

LEVEL OF EVIDENCE

2.

Use of ablation and ultrasonic aspiration at primary debulking surgery in advanced stage ovarian, fallopian tube, and primary peritoneal cancer

OBJECTIVES

Ovarian cancer patients with miliary disease have the lowest rates of complete surgical resection and poorest survival. Adjunct surgical techniques may potentially increase rates of complete surgical resection. No studies have evaluated the use of these techniques in primary debulking surgery for ovarian cancer patients with miliary disease. The aim of this study was to examine the use of adjunct surgical techniques during primary debulking surgery for patients with advanced epithelial ovarian, fallopian tube, and primary peritoneal cancer with miliary disease.

METHODS

Medical records of patients with International Federation of Gynecology and Obstetrics (FIGO) stages IIIC-IVB epithelial ovarian, fallopian tube, or primary peritoneal cancer with miliary disease undergoing primary debulking surgery from January 2010 to December 2014 were reviewed. Adjunct surgical techniques were defined as ultrasonic surgical aspiration, argon enhanced electrocautery, thermal plasma energy, and traditional electrocautery ablation. Patients undergoing surgery with and without these devices were compared with respect to demographics, operative characteristics, postoperative complications, residual disease, progression free survival and overall survival.

RESULTS

A total of 135 patients with miliary disease underwent primary debulking surgery, of which 30 (22.2%) patients used adjunct surgical techniques. The most common devices were ultrasonic surgical aspiration (40%) and argon enhanced electrocautery (36.7%). The most common sites of use were diaphragm (63.3%), pelvic peritoneum (30%), bowel mesentery (20%), and large bowel serosa (20%). There were no differences in age, stage, primary site, histology, operative time, surgical complexity, or postoperative complications for patients operated on with or without these devices. Volume of residual disease was similar (0.1-1 cm: 60% with adjunct techniques versus 68.6% without; complete surgical resection: 16.7% with adjunct techniques versus 13.3% without; p=0.67). For patients with ≤1 cm residual disease, median progression free survival (15 versus 15 months, p=0.65) and median overall survival (40 versus 55 months, p=0.38) were also similar.

CONCLUSION

Adjunct surgical techniques may be incorporated during primary debulking surgery for patients with advanced epithelial ovarian, fallopian tube, or primary peritoneal cancer with miliary disease; however, these do not improve the rate of optimal cytoreduction.

Factors Associated With Increased Collection of Patient-Reported Outcomes Within a Large Health Care System

IMPORTANCE

The collection of patient-reported outcomes (PROs) has garnered intense interest, but dissemination of PRO programs has been limited, as have analyses of the factors associated with successful programs.

OBJECTIVE

To identify factors associated with improving PRO collection rates within a large health care system using a centralized PRO infrastructure.

DESIGN, SETTING, AND PARTICIPANTS

This cohort study included 205 medical and surgical clinics in the Partners Healthcare system in Massachusetts that implemented a PRO program between March 15, 2014, and December 31, 2018, using a standardized centralized infrastructure. Data were analyzed from March to April 2019.

EXPOSURES

Relevant clinical characteristics were recorded for each clinic launching a PRO program.

MAIN OUTCOMES AND MEASURES

The primary outcome was the mean PRO collection rate during each clinic's most recent 6 months of collection prior to January 2019. Data were analyzed using a linear regression model with the 6-month PRO collection rate as the dependent variable and clinic characteristics as independent variables. Secondary analysis used a logistic regression model to assess clinical factors associated with successful clinics, defined as those that collected PROs at a rate greater than 50%.

RESULTS

Between March 2014 and December 2018, 205 Partners Healthcare clinics were available for analysis, and 4 061 205 PRO measures from 745 028 encounters were collected. Among these, 103 clinics (50.2%) collected at a rate greater than 50%. Increased collection rates were associated with more than 50% of physicians in a clinic trained on PROs (change, 19.6% [95% CI, 9.9%-29.4%]; P < .001), routine administrative oversight of collection rates (change, 16.0% [95% CI, 6.6%-25.5%]; P = .001), previous collection of PROs on paper (change, 12.5% [95% CI, 4.7%-20.3%]; P = .002), presence of a clinical champion (change, 11.2% [95% CI, 2.5%-20.0%]; P = .01) and payer incentive (change, 10.5% [95% CI, 2.0%-18.9%]; P = .02).

CONCLUSIONS AND RELEVANCE

These findings suggest that training physicians on the use of PROs, administrative surveillance of collection rates, and the presence of a local clinical champion may be promising interventions for increasing PRO collection. Clinics that have previously collected PROs may have greater success in increasing collections. Payer incentive for collection was associated with improved collections, but not associated with successful programs.