Integrative Data Analysis and the Study of Global Health
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A PTSD severity score was created from clinical interviews and self-report measures using an Integrative Data Analysis/Moderated NonLinear Factor Analysis framework.
“Using an Integrative Data Analysis/Moderated NonLinear Factor Analysis (IDA/MNLFA) framework (Bauer, 2017; Hussong et al., 2020), a PTSD severity score was created from clinical interviews and self-report measures used to assess PTSD in the individual parent studies (Hien et al., 2022).”
From Cannabis use and trauma-focused treatment for co-occurring posttraumatic stress disorder and substance use disorders: A meta-analysis of individual patient data (2024) · cites this paper as Hussong et al., 2020
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- Authors
- Hussong, A. M., Cole, V. T., Curran, P. J., Bauer, D. J., & Gottfredson, N. C.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Wake Forest University (US)
- Corresponding author
- Hussong, Andrea M.
- Venue
- ICSA Book Series in Statistics
- Publisher
- Springer International Publishing
- Published
- 2020
- Pages
- 121-158
- ISSN
- 2199-0980 (ISSN-L)
- 2199-0999
- OpenAlex
- W3016923263
- Cited by
- 13
- References
- 76
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 2 · 2023: 1 · 2022: 5 · 2021: 1
- FWCI
- 7.76
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- ICSA book series in statistics (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Computer Science › Information Systems › Research Data Management Practices
- Keywords
- integrative data analysis, global health, data pooling, data reuse, measurement harmonization, hypothesis testing, statistical power, replicability, cross-cultural comparison, substance use, cancer, HIV, rare diseases
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