Related Experiment Video
Updated: Jun 11, 2026

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
The long and winding road to physical activity maintenance
A Lauren Crain1, Brian C Martinson, Nancy E Sherwood
1HealthPartners Research Foundation, Minneapolis, MN 55440-1524, USA. Lauren.A.Crain@HealthPartners.com
The Keep Active Minnesota (KAM) intervention improved physical activity (PA) maintenance by positively influencing self-efficacy and self-concept. These psychological factors, along with enjoyment, create multiple pathways for sustained PA engagement.
Area of Science:
- Behavioral Science
- Public Health
- Psychology
Background:
- Physical activity (PA) maintenance is crucial for long-term health.
- The Keep Active Minnesota (KAM) intervention demonstrated efficacy in promoting PA.
- Understanding the mediators of PA maintenance is essential for optimizing interventions.
Purpose of the Study:
- To estimate the strength of multiple mediators of the KAM physical activity maintenance intervention.
- To elucidate the pathways through which KAM influences sustained moderate or vigorous PA (MVPA).
Main Methods:
- Structural equation modeling was used to estimate total, direct, and indirect effects.
- Randomized controlled trial data from KAM (n=523) and usual care (UC, n=526) participants were analyzed.
- Mediation analyses were conducted to assess the influence of psychological factors on PA maintenance over 2 years.
Main Results:
- Multiple mediators explained approximately half of the intervention's effect on MVPA.
- Self-efficacy was identified as an upstream mediator in two pathways.
- Self-concept emerged as the strongest predictor of MVPA, highlighting its importance in PA maintenance.
Conclusions:
- The KAM intervention positively impacted self-efficacy, which in turn influenced PA enjoyment and integration into self-concept, leading to PA maintenance.
- Long-term PA maintenance is likely driven by multiple, small, interconnected mediational pathways.
- Future research should explore recursive relationships among mediators and outcomes in PA maintenance models.
Related Concept Videos
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Longitudinal Research
Stress Prevention and Stress Management Techniques VI
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
Classification of Illness
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe and...
Exercise and Muscle Performance
Endurance exercises
Endurance exercises involve running, swimming, or cycling, which require repetitive movements with low force output. When a person engages in endurance exercise, a few noticeable changes occur in their skeletal muscles. For instance, the number of capillaries...
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...

