A longitudinal study of physical activity in patients with breast cancer: A latent transition analysis.
OpenAlex 토픽 ·
Cancer survivorship and care
Physical Activity and Health
Cancer Risks and Factors
[OBJECTIVE] To identify physical activity (PA) subgroups among patients with breast cancer, examine transition probabilities between groups over time, and determine influencing factors for targeted re
APA
Wenjia Ye, Yuanyuan Liu, et al. (2026). A longitudinal study of physical activity in patients with breast cancer: A latent transition analysis.. Asia-Pacific journal of oncology nursing, 13, 100917. https://doi.org/10.1016/j.apjon.2026.100917
MLA
Wenjia Ye, et al.. "A longitudinal study of physical activity in patients with breast cancer: A latent transition analysis.." Asia-Pacific journal of oncology nursing, vol. 13, 2026, pp. 100917.
PMID
41852757
Abstract
[OBJECTIVE] To identify physical activity (PA) subgroups among patients with breast cancer, examine transition probabilities between groups over time, and determine influencing factors for targeted rehabilitation.
[METHODS] Using convenience sampling, PA was assessed in 204 patients with breast cancer from three Shanghai tertiary hospitals between May 2022 and December 2023. Data were collected at diagnosis (T0), during chemotherapy (T1), and at 3-month (T2) and 6-month (T3) follow-ups after chemotherapy. Tools included a general information questionnaire, the short-form International Physical Activity Questionnaire and the Exercise Self-Efficacy Scale. Latent transition analysis (LTA) identified PA trajectories and explore factors.
[RESULTS] LTA identified three PA categories: "Moderate-to-Vigorous PA Compliance (MVC) Group", "Walking-based PA Compliance (WC) Group" and "Sedentary Lifestyle (SL) Group". MVC Group demonstrated high stability from T1 to T2 (100%) and T2 to T3 (99.8%). WC Group was likely to transition to MVC Group from T1 to T2 (53.9%) but largely reverted by T3 (47.3%). SL Group had a higher probability of transitioning to MVC Group from T1 to T2 (54.1%) and was likely to remain there at T3 (61.1%). Transition probabilities highlight a critical intervention window from chemotherapy initiation to 3 months after chemotherapy. Influencing factors included exercise self-efficacy, education level, average monthly income, and current chemotherapy course ( < 0.05).
[CONCLUSIONS] Three distinct PA patterns emerged, highlighting a critical intervention window from chemotherapy initiation to 3 months after chemotherapy. PA declined during chemotherapy but increased afterward, emphasizing the need for personalized strategies to sustain long-term improvement.
[METHODS] Using convenience sampling, PA was assessed in 204 patients with breast cancer from three Shanghai tertiary hospitals between May 2022 and December 2023. Data were collected at diagnosis (T0), during chemotherapy (T1), and at 3-month (T2) and 6-month (T3) follow-ups after chemotherapy. Tools included a general information questionnaire, the short-form International Physical Activity Questionnaire and the Exercise Self-Efficacy Scale. Latent transition analysis (LTA) identified PA trajectories and explore factors.
[RESULTS] LTA identified three PA categories: "Moderate-to-Vigorous PA Compliance (MVC) Group", "Walking-based PA Compliance (WC) Group" and "Sedentary Lifestyle (SL) Group". MVC Group demonstrated high stability from T1 to T2 (100%) and T2 to T3 (99.8%). WC Group was likely to transition to MVC Group from T1 to T2 (53.9%) but largely reverted by T3 (47.3%). SL Group had a higher probability of transitioning to MVC Group from T1 to T2 (54.1%) and was likely to remain there at T3 (61.1%). Transition probabilities highlight a critical intervention window from chemotherapy initiation to 3 months after chemotherapy. Influencing factors included exercise self-efficacy, education level, average monthly income, and current chemotherapy course ( < 0.05).
[CONCLUSIONS] Three distinct PA patterns emerged, highlighting a critical intervention window from chemotherapy initiation to 3 months after chemotherapy. PA declined during chemotherapy but increased afterward, emphasizing the need for personalized strategies to sustain long-term improvement.
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