Network Psychometrics emerged in the last years as an approach that allows investigating how different elements of a system interact and how these interactions change across occasions. The present work aims to show the potentialities of the Network Psychometric framework to examine the stability of dynamics of change of psychological processes. Specifically, we tested the applicability of the recently introduced psychonetrics toolbox to (a) model within-subjects (both contemporaneous and temporal) and between-subject (stable individual differences) dynamics with data collected with a measurement burst design (MBD, two 14-day bursts); and (b) examine the temporal stability (or instability) of the process’ dynamics by directly comparing the two bursts in terms of both within and between parameters’ invariance. The illustrative example was about the process of meaning-making, whose dynamics of change were examined across two different contextual conditions during the COVID-19 pandemic. A step-by-step procedure to apply psychonetrics to MBDs is provided in an Open Science Framework project.

Zambelli, M., Tagliabue, S., Costantini, G., Application of the Network Psychometric Framework to Measurement Burst Designs, in Quantitative Psychology. IMPS 2022. Springer Proceedings in Mathematics & Statistics, vol 422, (Bologna, 11-15 July 2022), Springer, Cham, N/A 2023:<<SPRINGER PROCEEDINGS IN MATHEMATICS & STATISTICS>>,422 369-378. [10.1007/978-3-031-27781-8_32] [https://hdl.handle.net/10807/239514]

Application of the Network Psychometric Framework to Measurement Burst Designs

Zambelli, Michela
Primo
;
Tagliabue, Semira
Secondo
Supervision
;
2023

Abstract

Network Psychometrics emerged in the last years as an approach that allows investigating how different elements of a system interact and how these interactions change across occasions. The present work aims to show the potentialities of the Network Psychometric framework to examine the stability of dynamics of change of psychological processes. Specifically, we tested the applicability of the recently introduced psychonetrics toolbox to (a) model within-subjects (both contemporaneous and temporal) and between-subject (stable individual differences) dynamics with data collected with a measurement burst design (MBD, two 14-day bursts); and (b) examine the temporal stability (or instability) of the process’ dynamics by directly comparing the two bursts in terms of both within and between parameters’ invariance. The illustrative example was about the process of meaning-making, whose dynamics of change were examined across two different contextual conditions during the COVID-19 pandemic. A step-by-step procedure to apply psychonetrics to MBDs is provided in an Open Science Framework project.
2023
Inglese
Quantitative Psychology. IMPS 2022. Springer Proceedings in Mathematics & Statistics, vol 422
IMPS 2022
Bologna
11-lug-2022
15-lug-2022
978-3-031-27780-1
Springer, Cham
Zambelli, M., Tagliabue, S., Costantini, G., Application of the Network Psychometric Framework to Measurement Burst Designs, in Quantitative Psychology. IMPS 2022. Springer Proceedings in Mathematics & Statistics, vol 422, (Bologna, 11-15 July 2022), Springer, Cham, N/A 2023:<<SPRINGER PROCEEDINGS IN MATHEMATICS & STATISTICS>>,422 369-378. [10.1007/978-3-031-27781-8_32] [https://hdl.handle.net/10807/239514]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10807/239514
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