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Relevant bibliographies by topics / Random Intercept Cross Lagged Panel Model (RI-CLPM)

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Academic literature on the topic 'Random Intercept Cross Lagged Panel Model (RI-CLPM)'

Author: Grafiati

Published: 10 March 2023

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Journal articles on the topic "Random Intercept Cross Lagged Panel Model (RI-CLPM)"

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Etherson, Marianne E., Martin M. Smith, Andrew P. Hill, and Gordon L. Flett. "Feelings of not Mattering and Depressive Symptoms From a Temporal Perspective: A Comparison of the Cross-Lagged Panel Model and Random-Intercept Cross-Lagged Panel Model." Journal of Psychoeducational Assessment 40, no. 1 (2021): 60–76. http://dx.doi.org/10.1177/07342829211049686.

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Are feelings of not mattering an antecedent of depressive symptoms, a consequence, or both? Most investigations focus exclusively on feelings of not mattering as an antecedent of depressive symptoms. Our current study examines a vulnerability model, a complication model, and a reciprocal relations model according to a cross-lagged panel model (CLPM) and a random-intercept cross-lagged panel model (RI-CLPM). A sample of 197 community adults completed the General Mattering Scale (GMS), the Anti-Mattering Scale (AMS), and a depression measure at three time points (i.e., baseline, 3 weeks, and 6 w

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Masselink, M., E. Van Roekel, B. L. Hankin, et al. "The Longitudinal Association between Self–Esteem and Depressive Symptoms in Adolescents: Separating Between–Person Effects from Within–Person Effects." European Journal of Personality 32, no. 6 (2018): 653–71. http://dx.doi.org/10.1002/per.2179.

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Many longitudinal studies have investigated whether self–esteem predicts depressive symptoms (vulnerability model) or the other way around (scar model) in adolescents. The most common method of analysis has been the cross–lagged panel model (CLPM). The CLPM does not separate between–person effects from within–person effects, making it unclear whether the results from previous studies actually reflect the within–person effects or whether they reflect differences between people. We investigated the associations between self–esteem and depressive symptoms at the within–person level, using random

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Beyens, Ine, Jessica Taylor Piotrowski, and Patti M. Valkenburg. "Which Came First? Assessing Transactional Relationships Between Children’s Violent Media Use and ADHD-Related Behaviors." Communication Research 47, no. 8 (2018): 1228–45. http://dx.doi.org/10.1177/0093650218782300.

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This longitudinal study investigated transactional relationships between violent media use and attention-deficit/hyperactivity disorder (ADHD)–related behaviors among young children (ages 4-8 years). To investigate study hypotheses, we employed a random intercept cross-lagged panel model (RI-CLPM) using structural equation modeling with panel data from 890 children. Results provided evidence in support of a media selection process rather than media effects process, whereby an increase in a child’s ADHD-related behaviors predicted an increase in the child’s violent media use 1 year later. Resul

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Morinaj, Julia, and Tina Hascher. "On the Relationship Between Student Well-Being and Academic Achievement." Zeitschrift für Psychologie 230, no. 3 (2022): 201–14. http://dx.doi.org/10.1027/2151-2604/a000499.

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Abstract. Student well-being is considered as both an enabling condition for positive learning outcomes and an essential educational outcome itself. Previous studies have investigated the relationship between student well-being and academic achievement cross-sectionally, leaving unclear the direction of causality. Employing 3 waves of data spaced 1 year apart, this longitudinal study used a random intercept cross-lagged panel model (RI-CLPM) to account for between-person effects and segregate within-person effects between positive and negative dimensions of student well-being and academic achi

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Griffin, Sarah C., Jonathan R. Young, Jennifer C. Naylor, Kelli D. Allen, Jean C. Beckham, and Patrick S. Calhoun. "Reciprocal Effects Between Depressive Symptoms and Pain in Veterans over 50 Years of Age or Older." Pain Medicine 23, no. 2 (2021): 295–304. http://dx.doi.org/10.1093/pm/pnab294.

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Abstract Objective Depression and chronic pain are major problems in American veterans, yet there is limited long-term research examining how they relate to one another in this population. This study examined the relationship between depressive symptoms and pain in U.S. veterans 50 years of age or older. Methods This study used data on veterans from the 2002–2016 waves of the Health and Retirement Study (n = 4,302), a large-scale observational study of Americans 50 years of age or older. Measures included a short form of the Center for Epidemiologic Studies Depression scale and two items asses

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Rodríguez-Hidalgo, C. T., E. S. H. Tan, P. W. J. Verlegh, I. Beyens, and R. Kühne. "Don’t Stress Me Now: Assessing the Regulatory Impact of Face-to-Face and Online Feedback Prosociality on Stress During an Important Life Event." Journal of Computer-Mediated Communication 25, no. 5 (2020): 307–27. http://dx.doi.org/10.1093/jcmc/zmaa006.

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Abstract This study investigates the interplay between online and face-to-face (FtF) feedback on stress during an important life event. We present data on a two-month, six-wave longitudinal study of 468 Chilean adolescents across three important stages of a competitive national university selection test (Prueba de Selección Universitaria [PSU]) to assess longitudinal and reciprocal relationships. Random intercept cross-lagged panel models (RI-CLPM) showed that online feedback had a small effect in decreasing stress during the three short-termed waves, before and after the three main events of

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Chia, Jonathan L., and Andree Hartanto. "Older Adult Employment Status and Well-Being: A Longitudinal Bidirectional Analysis." International Journal of Environmental Research and Public Health 18, no. 23 (2021): 12533. http://dx.doi.org/10.3390/ijerph182312533.

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Mixed findings in the literature on the effects of older adult employment on well-being and the reciprocal influence of well-being on employment suggest the need for more careful methodology in teasing out this relationship. Moreover, as previous research has shown that different domains of well-being relate to constructs differently, more nuanced definitions of well-being may be appropriate. The present study examined the longitudinal bidirectional associations of employment and different domains of well-being, controlling for stable within-person variables. The present study sampled older ad

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Luo, Meng Sha, Lydia W. Li, and Ernest Wing Tak Chui. "Self-Perceptions of Aging and Control of Life in Late Adulthood: Between-Person and Within-Person Associations." Journal of Aging and Health 32, no. 9 (2020): 1275–81. http://dx.doi.org/10.1177/0898264320917303.

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Objectives: This study aimed to examine the longitudinal relationship between two central concepts in aging research—self-perceptions of aging (SPA) and perceived control of life (COL). Method: The data came from three measurement points over a 9-year period in the Health and Retirement Study (HRS). A random intercepts cross-lagged panel model (RI-CLPM) was estimated. Results: The covariations between SPA and COL across 9 years were evident at both the between-person level and the within-person within-time level. The results revealed a reciprocal relationship between SPA and COL: Higher than u

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Lee, Gina. "THE RELATIONSHIP BETWEEN SOCIAL NETWORK AND PURPOSE IN LIFE: APPLICATION OF A RANDOM INTERCEPT CROSS-LAGGED MODEL." Innovation in Aging 6, Supplement_1 (2022): 724. http://dx.doi.org/10.1093/geroni/igac059.2640.

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Abstract The purpose of this study is to examine if there are reciprocal effects between social network size and purpose in life among older adults using data from the National Health and Aging Trends Study. A second aim is to assess whether there are moderated effect of gender on this relationship. The sample included 1,485 male and 2,058 female adults 65 years and older. In order to examine the reciprocal effects between social network size and purpose in life over four time points (2017, 2018, 2019, and 2020), a random intercept cross-lagged model (Model 1) was computed. Then, two multiple

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Mund, Marcus, Matthew D. Johnson, and Steffen Nestler. "Changes in Size and Interpretation of Parameter Estimates in Within-Person Models in the Presence of Time-Invariant and Time-Varying Covariates." Frontiers in Psychology 12 (September 1, 2021). http://dx.doi.org/10.3389/fpsyg.2021.666928.

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For several decades, cross-lagged panel models (CLPM) have been the dominant statistical model in relationship research for investigating reciprocal associations between two (or more) constructs over time. However, recent methodological research has questioned the frequent usage of the CLPM because, amongst other things, the model commingles within-person associations with between-person associations, while most developmental research questions pertain to within-person processes. Furthermore, the model presumes that there are no third variables that confound the relationships between the longi

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