@article {Thomson:2015:1087-3244:409, title = "Engagement Indicators Predict Health Changes in a Lifestyle Intervention", journal = "American Journal of Health Behavior", parent_itemid = "infobike://png/ajhb", publishercode ="png", year = "2015", volume = "39", number = "3", publication date ="2015-05-01T00:00:00", pages = "409-420", itemtype = "ARTICLE", issn = "1087-3244", eissn = "1945-7359", url = "https://www.ingentaconnect.com/content/png/ajhb/2015/00000039/00000003/art00013", doi = "doi:10.5993/AJHB.39.3.13", keyword = "DIET, PHYSICAL ACTIVITY, AFRICAN AMERICAN, PARTICIPANT ENGAGEMENT, NUTRITION EDUCATION", author = "Thomson, Jessica L. and Tussing-Humphreys, Lisa M. and Goodman, Melissa H. and Zoellner, Jamie M.", abstract = " Objective: To evaluate the utility of several participant engagement indicators for predicting health changes in a church-based lifestyle intervention shown effective for improving dietary, physical activity, and clinical outcomes. Methods: Descriptive indicators were constructed using 2 participant engagement measures education session attendance (EDA) and exercise class attendance (EXA) separately and combined. Relationships of 6 engagement indicators to health outcomes were tested using generalized linear mixed models. Results: EDA predicted 5 dietary and 1 clinical outcome, whereas EXA predicted one physical activity and one clinical outcome. The combined indicator predicted the same 7 outcomes. Conclusion: Use of single engagement indicators specific to each intervention component is advocated for predicting relevant health outcome.", }