Table 1. Proposed Maryland Digital Measurement Progression Plan and Data Assessment for Four Selected Population Health Measures Over Time and at Various Geographic Levels*.
Measurement Type Based on Available Data → | Process and Output | Outcome/ Impact | |||||||
Time Frame for Collecting Proposed Measures → | Short Term (Current) | Near Term (2 years) |
Mid to Long Term
(3 to 5 years) |
Longer Term
(8 to 10 years) |
|||||
Available Geographic Level over Time (Based on Available Data Source) → | Zip code/ Track | County | State | Individual | Zip code/ Track | ||||
Available Data Sources over Time → | HSCRC | BRFSS** | Medicaid | EHR (documented measures by providers) | CRISP (transmitted and stored data from providers to CRISP) | MCDB | |||
Measurement Domains ↓ and Change in Measurement Domains Over Time → | SHIP Categories | ||||||||
BMI screening and follow-up for community/ population (NQF measure # 0421 and CMS measure # 69) | BMI score based on self-reported weight and height of a representative sample (12,369 people) for the state of Maryland | BMI score based on measured height and weight by providers in the clinic | BMI score based on data found in a C-CDA. Intervention and procedure orders within a C-CDA are not available, which is necessary to calculate follow-up visits | Healthy Living | Adults who are a healthy weight | Obesity surveillance in a specific catchment area using EHR data | |||
Children and adolescents who are obese | |||||||||
Screening for high BP and follow-up for community/population (CMS measure # 22v5) | Screening for high BP and follow-up for a community/population (with specific BP) | BP measure based on data found in C-CDA. There is partial coverage for data needed to calculate follow-up visits | Claims data on screening for high BP and follow-up visit | Quality Preventive Care | Emergency department visit rate due to hypertension | BP surveillance in a specific catchment area with application of BP measurements through EHR | |||
Current adult smoking within population | Based on the BRFSS questionnaire asking current smoking habits among adults of a representative sample (12,369 people) for the state of Maryland | Claims data on smoking medical assistance | Individual data on smoking/tobacco use cessation, and medical assistance | Most data elements needed to calculate smoking cessation will be found in a C-CDA | Claims data on smoking medical assistance | Healthy Living | Adults who currently smoke | Application of smoking status measurement through EHR for surveillance of smoking trends in a specific catchment area | |
Falls; Fall-related injury rate | Number of falls resulted in an ED visit or hospitalization in a zip code including physician services categorized as an outpatient data or emergency room visit | History of falls; a representative sample (12,369 people) for the state of Maryland | Claims data on falls related ED visit and hospitalization | Individual data on falls related visit in ED or inpatient | Data on falls related visit in ED or inpatient | Claims data on ED visit and hospitalization | Healthy Communities | Fall-related death rate | Falls surveillance including repeated falls among individuals in a specific catchment area using EHR data |
* Note that the full measurement plan also includes cost and patient experience measures.
** Currently in-use data. Other data sources are available in different time frames which potentially could provide population health assessment.
BMI: Body Mass Index, BP: Blood Pressure, BRFSS: Behavioral Risk Factor Surveillance System, C-CDA: Consolidated-Clinical Document Architecture, CMS: Center for Medicare and Medicaid Services, CRISP: Chesapeake Regional Information System for our Patients, ED: Emergency Department, EHR: Electronic Health Record, HSCRC: Health Services Cost Review Commission, MCDB: Maryland Medical Care Data Base, NQF: National Quality Forum, SHIP: State Health Improvement Process.