Network Analysis Maps Dyadic Coping in Couples Facing Autoimmune Pregnancy

Supportive dyadic coping, common dyadic coping, and stress communication serve as central, highly connected components in the coping networks of pregnant women with autoimmune diseases and their spouses, according to a cross-sectional network analysis of Chinese couples published in BMC Pregnancy and Childbirth. In dyadic networks mapping how partners appraise and respond to stress together, supportive dyadic coping reported by pregnant women demonstrated high centrality and bridge strength within the relationship dynamic.

For women living with autoimmune disorders and their partners, pregnancy and autoimmune disease represent concurrent and ongoing stressors that persist throughout gestation. These dual challenges contribute to psychological and physical stress while complicating mutual coping efforts during pregnancy. To examine these interpersonal dynamics, researchers utilized network analysis to evaluate how couples jointly navigate the demands of autoimmune conditions during gestation.

The observational cross-sectional investigation was conducted between March and December 2024, recruiting 185 pregnant women diagnosed with autoimmune diseases and their spouses, totaling 370 participants, from obstetric outpatient clinics in Nanjing, China. Participating couples completed online assessment instruments, including the Brief Illness Perception Questionnaire, the Dyadic Coping Inventory, and the Dyadic Adjustment Scale. To map the interactions between variables, the investigators estimated network models using Gaussian graphical models paired with EBICglasso regularization.

While the individual networks of pregnant women and their spouses exhibited numerical differences in network density and global strength, network comparison tests revealed no statistically significant differences in overall network structure or global strength between partners. However, pregnant women reported significantly lower dyadic satisfaction and dyadic adjustment compared to their spouses. Additionally, comparisons between participants based on medical history showed that the group without a prior history displayed numerically lower density and global strength than those with a history, though these differences did not reach statistical significance for network structure (P = 0.726) or global strength (P = 0.383).

The authors concluded that the identified dyadic coping patterns highlight supportive coping, common coping, and stress communication as tightly integrated elements of the observed networks. Although these findings provide valuable data to help generate hypotheses for gender-sensitive dyadic-support approaches, the researchers emphasized that the cross-sectional design cannot establish clinical effectiveness. Consequently, longitudinal and intervention studies will be required before clinical interventions or definitive recommendations can be inferred.

Subject of Research: Dyadic coping in pregnant women with autoimmune disease and their spouses

Article Title: Exploring the coping process in pregnant women with autoimmune disease and their spouses: a network analysis of Chinese couples

Article References: Tao, F., Zhou, M., Liu, H., Zhang, P., Chen, S., Zhang, Y., Tian, Y., & Zhu, Z. (2026). Exploring the coping process in pregnant women with autoimmune disease and their spouses: a network analysis of Chinese couples. BMC Pregnancy and Childbirth. https://doi.org/10.1186/s12884-026-10203-3

Image Credits: AI Generated

DOI: 10.1186/s12884-026-10203-3

Keywords: dyadic coping, autoimmune disease, pregnancy, network analysis, Chinese couples, stress communication, dyadic adjustment, illness perception, Exploring, coping, process, pregnant