Offering insights into referral patterns of every type of physician, Physician Pattern Insight (PPI™) helps hospitals and other healthcare organizations understand and favorably impact physician referral activity. Claims-based analytic solution, from multiple vantage points, lets organizations look at physician referral patterns at service line and sub-service line levels. Also, decision makers can look into direct and indirect referral patterns to ensure accurate understanding of behaviors.