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. Author manuscript; available in PMC: 2019 Mar 1.
Published in final edited form as: Am J Health Promot. 2017 Mar 2;32(3):779–794. doi: 10.1177/0890117117694448

Table 1.

Patient Measures.

Construct* Conceptual Definition Operational Definition Source
Outcomes

BMI Weight, controlling for height weight (kg)/[height (m)]2, based on measured height and weight CDW
Metabolic Risk (WAVES I) Blood pressure
Serum glucose
Serum lipids
Systolic and diastolic blood pressures
Serum glucose
Total, HDL and LDL cholesterol
CDW
MOVE! Engagement/Participation (WAVES II) Duration and/or intensity of MOVE! program participation 2 or more visits (yes/no)
MOVE! visit count
“Intense and Sustained” participation as defined by MOVE! (8 or more visits in 6 months taking place over at least 4 months)
NPCD

Covariates

Demographics Age Age: in years NPCD
Gender/sex Self-reported gender or sex NPCD
Race/ethnicity Self-reported race and ethnicity NPCD
Marital status Marital status NPCD
Socioeconomic status Military rank at discharge (DoD)
AFQT aptitude test score (percentile), taken at military recruitment
DoD
Clinical Factors Health status/comorbidity burden Modified Deyo-Charlson Comorbidity Score, based on ICD-9 and CPT procedure codes, or similar comorbidity index NPCD, Medicare claims
Health events impacting diet, physical activity, or weight Surgical procedures, based on Decision Support System (DSS) Identifiers (clinic stop codes), CPT, and ICD-9 procedure codes NPCD, Medicare claims
Medications known to influence appetite, weight Weight loss medications (e.g., orlistat)
Other medications known to influence appetite and/or weight (e.g., insulin, anti-psychotics antidepressants, oral diabetes drugs)
DSS Pharmacy Data, Medicare Part D event data
Healthcare Utilization Inpatient stays and outpatient encounters Count of inpatient days
Count of outpatient primary and specialty care provider encounters
NPCD, Medicare claims
MOVE! Program Participation (WAVES I) Intensity, duration, and components of MOVE! program participation MOVE! encounters (e.g., count, yes/no)
MOVE! encounter type(s)—individual in-person, individual phone, group
NPCD (DSS identifiers)
Veteran’s VA Facility VA facility where veteran received the majority of his/her care VA facility identifier NPCD

Abbreviations: ADR: Administrative Data Repository; AFQT: Armed Forces Qualifying Test; ASVAB: Armed Services Vocational Aptitude Battery; BMI: Body Mass Index; CDW: VA Corporate Data Warehouse; DoD: Department of Defense; DSS: VHA Decision Support System; NPCD: National Patient Care Database; NPPD: National Prosthetics Patient Database; PSSG: Planning Systems Support Group; VBA: Veterans Benefits Administration; VSF: VHA Vital Status File; VADIR: VA/DOD Identity Repository

*

Constructs apply to both WAVES I and II unless otherwise specified.