Accurate Provider Metrics Leads to Improved Processes and Time Savings for Analysts
Dartmouth-Hitchcock Health (D-HH) was committed to improving its provider performance reporting method so that providers could easily access their performance data and deliver better care to patients. With the right analytics, D-HH was able to implement an affordable solution and reduce the manual reporting required by its financial analysts.
- The organization has saved $1M in ongoing maintenance costs for a third-party solution and 320 of analyst hours annually.
OVERCOMING INACCURATE PROVIDER PERFORMANCE DATA
To improve quality and reduce costs, organizations must be able to monitor performance, including provider performance. Methods to monitor and report provider performance data often rely on burdensome, problem-prone manual workflows, at times producing data that is misleading or inaccurate.1
D-HH is New Hampshire’s only academic health system, serving a population of 1.9 million across New England, and providing access to more than 1,800 providers in almost every area of medicine.
A NEW APPROACH TO MONITORING PROVIDER METRICS
The D-HH leadership team sought to report and monitor provider performance, using the data in partnership with section chiefs and chairs to continuously improve. Several pain points impeded efforts to monitor and report performance in a meaningful way.
Reporting provider performance depended on burdensome manual processes as relevant data originated from multiple sources. Each quarter, analysts would spend weeks developing service line reports manually, only to be out of date soon after they were published.
D-HH had a single, defined organizational standard for reporting, but standard data definitions were lacking. Different groups reported different measures in multiple locations. Reporting was not consistent, and leadership couldn’t view data at various levels, such as at the department and provider levels.
To effectively monitor and improve performance, D-HH needed to create one source of truth and eliminate the burdensome, manual processes it used for reporting.
ENABLING DATA EFFICIENCY AND QUALITY METRICS TRACKING
After evaluating several third-party solutions, D-HH determined it didn’t need another third-party solution to improve the efficiency and effectiveness of monitoring provider metrics. Rather, the organization decided to leverage the Health Catalyst® Data Operating System (DOS™), partnering with Health Catalyst to implement a provider metrics analytics solution.
D-HH evaluated other applications, but none of the other applications provided an out-of-the-box solution that fit its needs. From its previous experience, D-HH was aware that the DOS data platform provided the flexibility it needed for reporting; the flexibility also supported the ongoing refinement and adjustment of metrics over time.
The Provider Metrics Analytics Accelerator provides D-HH easy access to provider metrics, including metrics in several domains (see Figure 1):
Figure 1: Provider Metrics Analytics Accelerator visualization
D-HH now has processes in place for data governance and has established standard data definitions, eliminating confusion about what each metric represents.
Using the analytics accelerator, D-HH can access detailed data at a department, section, or individual provider level. Leaders and providers can drill into the data, then slice and dice to obtain the information of interest. For example, if someone is interested in understanding a change in the percentage of new patients seen within 10 days, they can use the analytics accelerator to review current performance; they can drill into the detail, viewing information at the department, provider, and patient levels (see Figure 2).
Figure 2. Provider Metrics Analytics Accelerator visualization: Percent of new patients seen within ten days
The analytics accelerator supports the needs of a variety of users, including those who may not wish to explore the different views within the analytics accelerator. Data-savvy users can use the analytics accelerator to filter the data to the particular cohort and data of interest, then bookmark those selections, and share the bookmark with other users who are not comfortable using the analytics accelerator independently.
D-HH no longer has multiple departments distributing reports with different definitions for various metrics. For the first time, D-HH has a single source of truth for provider performance metrics. The organization centralized the definitions for each metric and the distribution of the metrics through the analytics accelerator. In addition, the structure developed in provider metrics has provided D-HH with a template that they have been able to easily replicate and tweak to create a number of other dashboarding applications.
The analytics accelerator has made the organization more agile and responsive to senior leadership inquiries. As the needs of the organization and leadership team change, D-HH can seamlessly add, edit, refine, and refresh data in real-time.
Additionally, the organization saved:
- $1M annually—leveraging the data platform allowed D-HH to avoid the ongoing maintenance costs associated with another third-party solution.
- 320 hours saved annually—rather than spending weeks each quarter manually developing results, financial analysts are able to perform more meaningful work that better uses their talents.
|“We are now able to meet the organization’s changing priorities, and are better able to provide data about provider performance.” – Elizabeth Stedina, MBA, MS, VP of Data Analytics|
D-HH plans to maximize the impact of the analytics accelerator, adding metrics as needed to meet the changing business needs of the organization.
- Britton J. R. (2014). Pay for performance for salaried health care providers: Methodology, challenges, and pitfalls. The Permanente Journal, 18(1), 78–85. Retrieved from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3951034/