Examples of Commercially Available Technology-Enabled Solutions for PVP
| Name of Product or Companya | Component(s) of PVPb Supportedc | Use of Machine Learningd | References in Peer-Reviewed Literature |
|---|---|---|---|
| IBM Phytel | 1 2 3 4 5 6 7 8 9 10 | Yes | None identified |
| Notable | 1 2 3 4 5 6 7 8 9 10 | Yes | None identified |
| Olive | 1 2 3 4 5 6 7 8 9 10 | Yes | None identified |
| Allevia | 1 2 3 4 5 6 7 8 9 10 | Yes | None identified |
| Luma Health | 1 2 3 4 5 6 7 8 9 10 | Yes | None identified |
| Lightbeam | 1 2 3 4 5 6 7 8 9 10 | Yes | None identified |
| Epic Healthy Planet | 1 2 3 4 5 6 7 8 9 10 | No | Used to develop a registry of patients eligible for chronic care management and reimbursement for pharmacist services.43 |
| CHADIS | 1 2 3 4 5 6 7 8 9 10 | No | CHADIS utilizes validated screening instruments; evidence of benefit for screening; CHADIS system not systematically evaluated.35,44 |
PVP = pre-visit planning.
↵a We chose to exclude most population health management companies whose primary product was human-powered services enabled by data analytics, rather than the technology platform itself.
↵b American Medical Association categories of 10 steps for pre-visit planning: (1) reappoint the patient, (2) visit planner, (3) laboratory tests, (4) visit preparations, (5) care gap checklist, (6) appointment reminder, (7) pre-visit telephone call/e-mail, (8) huddle, (9) questionnaire, (10) handoff.
↵c Product may also support other care processes in addition to PVP.
↵d Machine learning: the use of computer algorithms that improve automatically through experience.