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Benchmarking: How to Make your Data Come Alive!

Benchmarking: How to Make your Data Come Alive!. CCPA ANNUAL MEETING Paul M. Lefkovitz, Ph.D. December 10, 2010. The Current Context for Benchmarking. Current economic conditions pose a grave threat to behavioral health and human services providers throughout the United States

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Benchmarking: How to Make your Data Come Alive!

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  1. Benchmarking: How to Make your Data Come Alive! CCPA ANNUAL MEETING Paul M. Lefkovitz, Ph.D. December 10, 2010

  2. The Current Context for Benchmarking • Current economic conditions pose a grave threat to behavioral health and human services providers throughout the United States • All organizations will need to deliver optimal financial, operational, and clinical performance to survive and thrive in the months and years ahead • Benchmarking is one of the most potent and under-utilized management tools available

  3. Why Benchmark? • Performance is measured in all organizations • Clinical, operational and financial dimensions • How helpful is performance data? • Does data drive organizational decision-making? • Does data drive organizational vision?

  4. The Limitations of Performance Data • A thermometer reading would have little value as a measure of your health… • If you didn't know that 98.6 is the “normal” temperature!

  5. The Limitations of Your Performance Data • Similarly, knowing that your no-show rate is 17% is of limited value in evaluating the health of your organization…if you don’t know how others are performing

  6. Data without Meaning • We are deluged with data without meaning • Data without a context may feel like a bunch of numbers • What is the answer?

  7. The Role of Comparative Benchmarking • Benchmarking provides the vital external context for understanding your measured organizational performance • Identifies organizational strengths and opportunities for improvement

  8. The Importance of Formal Comparative Benchmarks

  9. Process Benchmarking • Process benchmarking draws upon benchmarking data to identify potential best practices • Achieved by comparing the practices of top performers with others • Methods that distinguish top performers from others may be potential best practices

  10. Benchmarking and Performance Improvement • How does benchmarking improve organizational performance? • Human nature gives benchmarked data its power • Nobody wants to “bring up the rear” • Benchmarked data prompts action • Helps identify and prioritize performance improvement • Provides a realistic target

  11. Benchmarking and Organizational Improvement • Outpatient No-Shows • Provider discovered no-shows were high. Implemented three Best practices that reduced no-shows by 32%. Impact: Outpatient volume increased by 3,000, adding approximately $180,000 to net margin • Revenue Cycle • Observed pattern of high Days in AR, AR Over 90 Days and Bad Debt. Modified revenue cycle process. Impact: Bad Debt declined from 6% to 3%, AR over 90 Days was reduced from 28% to 18% and contribution to net margin increased by almost $300,000

  12. Benchmarking and Organizational Improvement (Continued)) • Outpatient Productivity • Regarded productivity level as OK until learning of levels achieved by others. Implemented 6 tactics learned through benchmarking. Impact: Annual productivity per FTE increased from 935 hours to 1,100 hours with $240,000 bottom line improvement • Staff Retention • Overall turnover was satisfactory. But benchmarking revealed marked turnover problem with bachelor’s level clinical staff. Implemented methods of top performers and retention of Bachelor’s Level staff increased from 55% to 78%. Estimated savings in recruitment and other personnel costs was $120,000

  13. Benchmarking and Organizational Improvement (Continued)) • Restraints in RTC • Unaware of high rate in youth RTC • Introduced “top-down” actions including extra training, observation, coaching, documentation, and others • Restraint occurrences dropped by 90% • Access • Statewide initiative resulted in 50% reduction in days to first appointment

  14. The CCPA Benchmarking Initiative • Benchmark data has historically been difficult to obtain and expensive when available • CCPA and BPS have partnered in a pioneering benchmarking initiative that is affordable and yet tailored to providers in Connecticut • Provides information to CCPA for advocacy, reports to providers, and insights regarding best practices • Metrics have been selected by providers and operational definitions have almost been completed

  15. Benchmarks Included FINANCIAL BENCHMARKS Current Ratio Management and General Expense as a Percent of Total Expenses Days of Cash on Hand Payer Mix Net Days in Accounts Receivable Accounts Receivable Over 90 Days Healthcare Costs per Full Time Equivalent (FTE) Psychiatric Medication Management Cost per Hour of Service Total Cost per Person Served per Year

  16. Benchmarks Included OPERATIONAL BENCHMARKS • Initial Access • Access to Psychiatric Evaluation • Utilization-Length of Episode of Care • Outpatient Counseling Productivity • Ohio Scales Completion Percentages (Youth)

  17. Benchmarks Included CLINICAL BENCHMARKS • GAF Change Score (Adults) • Change in Homelessness (Adults) • Employment Status (Adults) • Social Support-Family/Friend (Adults) • Discharge Reason (Adults and Youth) • Ohio Scales-Problem Severity • Ohio Scales-Functioning

  18. Benchmarks Included ORGANIZATIONAL CLIMATE BENCHMARKS • Staff Turnover • Staffing Vacancy Rate • Staff Morale/Perceptions (25-item automated survey)

  19. Data Submission • Encrypted, confidential on-line survey • Available 24/7 • User friendly • State-of-the-art data validation protocols • Extraction from DDaP and PSDCRS will reduce burden

  20. Standard Benchmarking Report

  21. Executive Summary Report

  22. Executive Summary Report II

  23. Communal Learning • Process benchmarking • Monthly benchmarking forums audio-conferences • Monthly newsletters • Learn from others

  24. How Benchmarking Makes Your Data Come Alive! • Context • Helps prioritize • Illustrates scale of issues • Learning from others • Structured opportunities • Impromptu opportunities • Access to top performers • Having a realistic target • Recognizing issues needing attention

  25. Failures to Act on Issues Identified by Data

  26. Closing Thoughts • Benchmarking brings about an understanding of organizational performance that is not possible in any other way • Can support financial survival and organizational excellence • Benchmarking can represent the proverbial rising tide that lifts all ships.

  27. Questions? Contact: Paul M. Lefkovitz, Ph.D. President, Behavioral Pathway Systems www.bpsys.org 877-330-9870 (Toll-Free) plefk@bpsys.org

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