The document discusses using health management groups (HMGs) to integrate self-reported data from health risk assessments (HRAs) with clinical and administrative claims data to further describe population health. It presents the development of standardized HMGs for conditions like smoking, physical activity, nutrition, and obesity. The HMGs stratify individuals into levels based on their risk profiles to help identify intervention opportunities. Results shown indicate HMGs can distinguish groups by costs, risks, and health outcomes to better target programming and resources.

1. Impact Pro HMGs: Using information to further describe population health Presentation at the Ingenix Health Care Conference Michael Manocchia, Ph.D. Director, Outcomes and Evaluation [email_address] (work)781-419-8427 May 15, 2008 ● Orlando, FL

5. Impact Pro Suite

15. Seeing Self Reported Data in IPRO 5.0 – member list

16. Seeing Self Reported Data in IPRO 5.0 – HRA tab

34. Examples of HMGs under development Nutrition Sleep Problems Sexual Risk Activity Obesity Alcohol Abuse Depression Stress Back Problems *preliminary results to be presented Migraine Headaches Safety Diabetes Physical Activity CAD Smoking Asthma/COPD Wellness-Related Disease Management

37. Smoking Results

38. Smoking Results by Cost and Risk

39. Smoking Results – Emerging Risk

40. Smoking Results by Health Status and Lost Work Days

42. Physical Activity - Identification

43. Physical Activity – Cost and Risk

44. Physical Activity – Emerging Risk

45. Physical Activity – Health Status and Work Absence

47. Nutrition Problems - Identification

48. Nutrition Results – Cost and Risk

49. Nutrition Results – Emerging Risk

50. Nutrition Results – Health Status and Work Absence

52. Obesity Problems - Identification

53. Obesity Results – Cost and Risk

54. Obesity Results – Emerging Risk

55. Obesity Results – Health Status and Work Absence

56. Obesity Results – Diabetes and Obesity

58. Questions/Comments

61. HRA Table Structure - appendix

62. HRA Table Structure - appendix

63. HRA Table Structure - appendix

64. HRA Table Structure - appendix

65. Input data steps to include HRA data - appendix

66. Input and Output Data Steps – HRA considerations - appendix