Madlensky Lisa, Natarajan Loki, Flatt Shirley W, Faerber Susan, Newman Vicky A, Pierce John P
Department of Family and Preventive Medicine, University of California, California, USA.
Health Psychol. 2008 Sep;27(5):539-47. doi: 10.1037/0278-6133.27.5.539.
Little is known about temporal patterns of diet change within interventions, nor about predictors of early and sustained successful change. Social-cognitive theory asserts that early successes in achieving behavior change increase self-efficacy, leading to longer-term success.
The authors conducted exploratory cluster analyses using dietary data from the first month of the telephone counseling intervention of the Women's Healthy Eating and Living (WHEL) Study.
Change in dietary pattern at three early intervention timepoints.
Three clusters were identified: Cluster 1 (25%) was close to meeting study goals at baseline, but still made major changes; Cluster 2 (49%) and Cluster 3 (26%) were not achieving study goals at baseline, but Cluster 2 made substantial immediate changes, while Cluster 3 changed their diet more gradually. Baseline demographic and behavioral variables were associated with cluster membership; however, the strongest predictors of cluster were self-efficacy, motivation, and approaches to study goals. Cluster membership predicted dietary pattern at 12 months.
These data suggest that a one-on-one telephone counseling intervention that is intensive in the early weeks may maximize the level of change achieved in a study.
对于干预措施中饮食变化的时间模式,以及早期和持续成功改变的预测因素,我们了解甚少。社会认知理论认为,在实现行为改变方面的早期成功会增强自我效能感,从而带来更长期的成功。
作者使用来自女性健康饮食与生活(WHEL)研究电话咨询干预第一个月的饮食数据进行了探索性聚类分析。
三个早期干预时间点的饮食模式变化。
识别出三个聚类:聚类1(25%)在基线时接近达到研究目标,但仍有重大变化;聚类2(49%)和聚类3(26%)在基线时未达到研究目标,但聚类2立即有显著变化,而聚类3的饮食变化更为渐进。基线人口统计学和行为变量与聚类成员身份相关;然而,聚类的最强预测因素是自我效能感、动机和实现研究目标的方法。聚类成员身份可预测12个月时的饮食模式。
这些数据表明,在最初几周进行密集的一对一电话咨询干预可能会使研究中实现的变化水平最大化。