Primary Care Clinical Excellence Incentive Study
Primary Care Clinical Excellence Incentive Study
As part of UCLA Health's commitment to developing a premier integrated health system built on
 a foundation of physician-led, team-based primary care, the Department of Medicine (DOM)
 recently implemented a new performance based incentive plan called the Primary Care Clinical
 Excellence (PCCE) Incentive Plan. This incentive plan was developed to motivate providers to
 improve health maintenance screening rates.

 The UCLA Health DOM Quality team is leading the implementation and evaluation of this new
 incentive plan across our primary care network. In addition, the DOM Quality team has
 partnered with the UCLA Anderson School of Management to study the most efficacious ways to
 frame and communicate performance based incentives.

 Understanding the factors that motivate physicians to deliver the highest quality primary
 care will provide pivotal insights into the successful implementation of performance based
 programs nationwide. The investigators believe that physicians who receive communication
 built on behavioral principles will demonstrate more motivation towards and success at
 meeting national primary care screening guidelines.
Currently, UCLA Health has 42 primary care clinics staffed with approximately 205 PCP's
 serving more than 300,000 patients. In order to improve health maintenance screening rates
 associated with the performance based program, the investigators will use a communication
 strategy that leverages behavioral principles to motivate providers to improve health
 maintenance screening rates.

 The investigators will implement a three-arm experimental communication campaign that
 includes monthly messages. The communication strategy will utilize behavioral change theory
 (particularly social comparison and recognition) to improve physician performance in health
 maintenance quality metrics.

 This study will primarily focus on one quality domain of the PCCE incentive program-Clinical
 Quality. Two further quality domains of the PCCE incentive program will serve as exploratory
 measures: Patient Experience and Professional Participation.

 For the primary outcome measure and high-priority secondary outcome measures, the
 investigators will first evaluate whether the combination of arms 2 and 3 differs from arm 1
 in terms of the measures listed in the Outcome Measures section. If this comparison is
 statistically significant, the investigators will next compare arms 1 vs 2. and then, if also
 significant, the investigators will compare arms 1 vs 3 and 2 vs 3. For the 1 vs 3 and 2 vs 3
 comparisons, we will use a Holm-Bonferroni p-value correction. These comparisons of treatment
 arms will be performed at the patient level using a mixed effects regression model, including
 random physician and clinic effects to account for clustering of patients. Control variables
 include (1) patient baseline order rates (or completion rates depending on the outcome
 measure) in July-October 2019, (2) patient characteristics (age, gender, comorbidity,
 insurance plan, zip code), and (3) physician characteristics (gender, race, years practiced,
 years at UCLA Health). Unless otherwise specified, p-values less than 0.05 will be considered
 statistically significant.
Inclusion Criteria

 -  Primary care physicians within the UCLA Health Department of Medicine Primary Care
 Network and with the following specialties: Internal Medicine, Geriatrics, Internal
 Medicine/Pediatrics, or Family Medicine.

 -  Clinical full-time employee level (FTE) of ≥ 40% at the beginning of the intervention
 period.

 -  Eligible to receive performance-based financial incentive as determined by the
 Department of Medicine.

 -  Panel size >50 patients before the first intervention email was sent

 -  Patients, with at least one Health Maintenance topic open before or during at least
 one visit that takes place with a physician enrolled in the study between November 5,
 2019 and March 3, 2020.

 Exclusion Criteria:

 -  Not a primary care physician within the UCLA Health Department of Medicine Primary
 Care Network.

 -  Not a primary care physician with the following specialties: Internal Medicine,
 Geriatrics, Internal Medicine/Pediatrics, or Family Medicine.

 -  Clinical FTE < 40%.

 -  Not eligible to receive performance-based financial incentive as determined by the
 Department of Medicine.

 -  Panel size greater than 50 patients before the first intervention email was sent.

 -  Patients that are not seen by a provider enrolled in the study period.

 -  Patients seen by physician in the study with no Health Maintenance topics open before
 or during any visit that takes place between November 5, 2019 and March 3, 2020.