Temporal dynamics of mental defeat in chronic pain: a longitudinal network analysis of ecological momentary assessment data

Tang, NKY and Cox, J and Gillett, JL and Karadag, P and Themelis, K and Balasubramanian, S and Murray, CB and Palermo, TM and Singh, SP (2026) Temporal dynamics of mental defeat in chronic pain: a longitudinal network analysis of ecological momentary assessment data. PAIN. ISSN 1872-662

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Abstract

Mental defeat-negative self-appraisals in relation to pain-has been linked to greater pain interference, disability, and suicide risk in chronic pain populations. However, little is understood about how fluctuations in mental defeat shape daily pain experiences and responses. This study applied network analysis on time series data from an experience sampling study to examine these dynamic within-person relationships in 137 adults (M age = 41.9, 84.7% female) with chronic noncancer pain, who completed online surveys 3 times daily over two 7-day periods spaced 6 months apart. Surveys captured in-the-moment ratings of mental defeat, pain (intensity, impacts, medication use), mood, stress, compassion (to self and others), attention (to pain, inward/outward, body/mind), and activity engagement (physical, social). Multilevel vector autoregression models generated temporal and contemporaneous networks, with stability verified through comparison with 1000 simulated models. The temporal network revealed 71 significant edges (top 25% edge weights: 0.07-0.15), showing that increases in mental defeat predicted subsequent increases in attention to pain and perceived pain impacts on self, relationships, and future. In turn, perceived pain impacts on routine and future predicted lower physical activity engagement. The contemporaneous network identified 62 significant edges (0.12-0.37), indicating that mental defeat was connected with increases in attention to pain and perceived pain impact on future, independent from the effects of pain, stress, and mood. Simulation studies confirmed high network stability. These findings offer insights into the interplay between mental defeat and cognitive, emotional and behavioural pain responses. They support the development of just-in-time interventions targeting mental defeat for pain management.

Item Type:	Article
Uncontrolled Keywords:	Attention ; Chronic pain ; Ecological momentary assessment ; Experience sampling method ; Medication ; Mood ; Network analysis ; Physical activity ; Self-compassion ; Social activity ; Stress ; mental defeat.
Subjects:	B Philosophy. Psychology. Religion > BF Psychology
Divisions:	School of Psychology and Wellbeing
Depositing User:	Jenna Gillett
Date Deposited:	11 Jun 2026 13:02
Last Modified:	11 Jun 2026 13:02
URI:	https://bear.buckingham.ac.uk/id/eprint/726

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