Latent trait shared-parameter mixed models for missing ecological momentary assessment data

2018 ◽  
Vol 38 (4) ◽  
pp. 660-673 ◽  
Author(s):  
John F. Cursio ◽  
Robin J. Mermelstein ◽  
Donald Hedeker
Keyword(s):  
Ecological Momentary Assessment ◽  
Mixed Models ◽  
Latent Trait ◽  
Assessment Data ◽  
Ecological Momentary ◽  
Momentary Assessment

Understanding Contexts of Smoking and Vaping Among Dual Users: Analysis of Ecological Momentary Assessment Data

Addiction ◽  
2021 ◽  
Author(s):  
Megan E. Piper ◽  
Timothy B. Baker ◽  
Deejay Zwaga ◽  
Daniel M. Bolt ◽  
Kate Kobinsky ◽  
...  
Keyword(s):  
Ecological Momentary Assessment ◽  
Assessment Data ◽  
Ecological Momentary ◽  
Momentary Assessment

scholarly journals Differences in Affective Dynamics Among Eating-Disorder Diagnostic Groups

2020 ◽  
Vol 8 (5) ◽  
pp. 857-871
Author(s):  
Gail A. Williams-Kerver ◽  
Stephen A. Wonderlich ◽  
Ross D. Crosby ◽  
Li Cao ◽  
Kathryn E. Smith ◽  
...  
Keyword(s):  
Eating Disorder ◽  
Ecological Momentary Assessment ◽  
Mixed Models ◽  
Emotional Experience ◽  
Affect Intensity ◽  
Emotion Differentiation ◽  
Affective Experiences ◽  
Ecological Momentary ◽  
Ema Data ◽  
Momentary Assessment

Emotion-regulation theories suggest that affect intensity is crucial in the development and maintenance of eating disorders. However, other aspects of emotional experience, such as lability, differentiation, and inertia, are not as well understood. This study is the first to use ecological momentary assessment (EMA) to examine differences in several daily negative affect (NA) indicators among adults diagnosed with anorexia nervosa (AN), bulimia nervosa (BN), or binge-eating disorder (BED). We used EMA data from three large studies to run a series of linear mixed models; the results showed that participants in the AN and BN groups experienced significantly greater NA intensity and better emotion differentiation than participants in the BED group. Alternatively, the BN group demonstrated significantly greater NA lability than the AN group and greater NA inertia than the BED group. These results suggest that several daily affective experiences differ among eating-disorder diagnostic groups and have implications toward distinct conceptualizations and treatments.

scholarly journals Modelling suicide ideation from beep to beep: Application of network analysis to ecological momentary assessment data

2019 ◽  
Vol 18 ◽  
pp. 100292 ◽  
Author(s):  
Dajana Rath ◽  
Derek de Beurs ◽  
Nina Hallensleben ◽  
Lena Spangenberg ◽  
Heide Glaesmer ◽  
...  
Keyword(s):  
Network Analysis ◽  
Ecological Momentary Assessment ◽  
Suicide Ideation ◽  
Assessment Data ◽  
Ecological Momentary ◽  
Momentary Assessment

Regression tree analysis of ecological momentary assessment data

2017 ◽  
Vol 11 (3) ◽  
pp. 235-241 ◽  
Author(s):  
Ben Richardson ◽  
Matthew Fuller-Tyszkiewicz ◽  
Renee O’Donnell ◽  
Mathew Ling ◽  
Petra K. Staiger
Keyword(s):  
Ecological Momentary Assessment ◽  
Regression Tree ◽  
Assessment Data ◽  
Tree Analysis ◽  
Regression Tree Analysis ◽  
Ecological Momentary ◽  
Momentary Assessment

scholarly journals Predicting short term mood developments among depressed patients using adherence and ecological momentary assessment data

2018 ◽  
Vol 12 ◽  
pp. 105-110 ◽  
Author(s):  
Adam Mikus ◽  
Mark Hoogendoorn ◽  
Artur Rocha ◽  
Joao Gama ◽  
Jeroen Ruwaard ◽  
...  
Keyword(s):  
Ecological Momentary Assessment ◽  
Assessment Data ◽  
Short Term ◽  
Depressed Patients ◽  
Ecological Momentary ◽  
Momentary Assessment

scholarly journals Impulsive states and impulsive traits: A study of the multilevel structure and validity of a multifaceted measure of impulsive states

2019 ◽  
Author(s):  
Max Andrew Halvorson ◽  
Sarah Pedersen ◽  
Madison Feil ◽  
Liliana Lengua ◽  
Brooke S. G. Molina ◽  
...  
Keyword(s):  
Factor Structure ◽  
Ecological Momentary Assessment ◽  
Assessment Data ◽  
Multilevel Structure ◽  
Ecological Momentary ◽  
Momentary Assessment

A test of the multilevel factor structure of impulsive states and traits. Using ecological momentary assessment data, we examined the within-person and between-person factor structure of five impulsive domains.

scholarly journals Are Retrospective Assessments Means of People’s Experiences? Accounting for Interpersonal and Intrapersonal Variability when Comparing Retrospective Assessment Data to Ecological Momentary Assessment Data

2021 ◽  
Author(s):  
IJsbrand Leertouwer ◽  
Noémi Katalin Schuurman ◽  
Jeroen Vermunt
Keyword(s):  
Ecological Momentary Assessment ◽  
Assessment Data ◽  
Interindividual Differences ◽  
Retrospective Assessment ◽  
The Mean ◽  
The Difference ◽  
Ecological Momentary ◽  
Ema Data ◽  
Momentary Assessment ◽  
Intrapersonal Variability

Retrospective Assessment (RA) scores are often found to be higher than the mean of Ecological Momentary Assessment (EMA) scores about a concurrent period. This difference is generally interpreted as bias towards salient experiences in RA. During RA, participants are often asked to summarize their experiences in unspecific terms, which may indeed facilitate bias. At least in this unspecific form, the summary that participants apply to their remembered experiences can take many different forms. In this study, we reanalyzed an existing dataset (N = 92) using a repeated N = 1 approach. We reported on interindividual differences between EMA data and RA score, and assessed for each participant whether it was likely that their RA score was an approximation of the mean of their experiences as captured by their EMA data. We found considerable interpersonal differences in the difference between EMA scores and RA scores, as well as some extreme cases. Furthermore, for a considerable part of the sample (n = 46 for positive affect, n = 60 for negative affect), we did not reject the null hypothesis that their RA score represented the mean of their experiences as captured by their EMA data. We conclude that in its current unspecific form, RA may facilitate bias, although not for everyone. Future studies may determine whether more specific forms of RA reduce bias, while acknowledging interindividual differences.

Sign in / Sign up

Export Citation Format

Share Document