Related Experiment Video
Updated: Jan 10, 2026

Using Continuous Data Tracking Technology to Study Exercise Adherence in Pulmonary Rehabilitation
Published on: November 8, 2013
Toward Redefining Adherence: The Impact of Adherence Definition on Lung Cancer Screening Program Benchmarks
Brett C Bade1, Amir Gandomi2, Eusha Hasan3
1Mayo Clinic, Rochester, Minnesota.
Background:
Annual low-dose CT (LDCT) is recommended after a negative lung cancer screening (LCS) CT. Patient follow-up is inconsistent, varying in both timing and imaging type (LDCT or routine chest CT). This study evaluates how different definitions of adherence to follow-up affect LCS adherence rates.
Study Design And Methods:
This retrospective study (2016-2023) evaluated LCS follow-up within a New York health care system. Binary adherence was defined as follow-up chest CT acquisition and evaluated using six definitions of adherence. Variables included (1) three follow-up time frames (15, 24, and unlimited months) and (2) two follow-up CT types (LDCT only versus any chest CT). A generalized linear model assessed the impact of time frame and CT type on adherence. A novel four-category adherence schema was developed.
Results:
In 13,773 patients, LDCT-only binary adherence (n = 10,237) was 35.6%, 47.8%, and 55.9% at 15, 24, and unlimited months, respectively. Broadening the evaluation to any type of follow-up chest CT (n = 10,436), adherence rose to 45.8%, 59.2%, and 68.4%. Adherence was significantly higher with (1) the 24-month and unlimited time frames compared with 15 months (P < .001) and (2) considering any chest CT versus LDCT only (P < .001). With the four-category schema (n = 13,773), LDCT-only rates were: on time (26.4%), late (15.1%), never followed up (32.7%), and not overdue (25.7%). Including any chest CT, the respective values were 34.7%, 17.1%, 24.0%, and 24.2%.
Interpretation:
This study demonstrates the impact of varying adherence definitions on LCS follow-up rates. Standardized definitions would facilitate program comparison. The proposed four-category schema delineates the screening status of a LCS program's entire cohort.
More Related Videos
Related Concept Videos
Respiratory Assessment: Purpose and Indications
Objectives and Importance:
The primary goal of respiratory assessment is to evaluate patients at early risk of clinical deterioration. Since respiratory distress often precedes other signs of declining health, breathing patterns and sounds become a...
Chronic Obstructive Pulmonary Disease-V: Nursing Management
Assessment
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Preventive Healthcare Services
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...

