• Registered report: Predictors and trajectories of physical activity before, during, and following twin pregnancy from the Norwegian Mother, Father and Child Cohort Study

    stage 2Hybrid
    open dataopen code

    Many pregnant women do not meet guidelines for physical activity, and women with twin pregnancies are less likely to be physically active compared with singleton pregnancies. During and following pregnancy, physical activity patterns and their related predictors have not been previously explored in women pregnant with twins. Therefore, we aimed to examine stability and change in leisure-time physical activity (LTPA) from pre-pregnancy, during pregnancy, and up to 18 months after childbirth in women pregnant with twins and identify predictors of their LTPA patterns. This study was based on data from a nationwide, prospective cohort study, the Norwegian Mother, Father and Child Cohort Study (1999-2008), and the Medical Birth Registry of Norway. We used latent class growth analysis and logistic regression to identify patterns of LTPA and associated predictors among women pregnant with twins (n = 1,796). Two patterns were identified: low/moderate (53.3%) and high (46.7%). Parity, pre-pregnancy overweight and obesity, and primary education were associated with 36-60% lower odds of belonging to the high LTPA class compared to the low-to-moderate LTPA class. There is an urgent need to study the potential consequences of physical activity in twin pregnancies on maternal and fetal health.

    Silje Malen Andreassen, Denise Reis Costa, Katariina Laine, Kelly R. Evenson, Siri Vangen, Katrine Mari Owe·2025·Journal of Sports Sciences
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  • A Chatbot-Based Version of a World Health Organization–Validated Intervention (Self-Help Plus) for Stress Management in Pregnant Women: Protocol for a Usability Study

    stage 1

    Background: Pregnancy is a complex period involving significant physical, mental, and social changes in a woman’s life, affecting her psychological well-being. According to the literature, anxiety, stress, and depression are common symptoms among pregnant women. Promoting a healthy lifestyle with a focus on mental health is essential. In this context, digital solutions such as coaches on smartphones are emerging as valuable tools to support the psychological well-being of pregnant women without existing disorders. Objective: This study aims to present the research protocol of a pilot study designed as a proof-of-concept investigation. The study evaluates the feasibility, acceptability, and utility of an acceptance and commitment therapy–based stress management mobile app. The primary objective is to explore the feasibility of using a coach, ALBA (A Well-Being Assistant), developed within the TreC Ricerca app, to promote women’s psychological well-being during pregnancy through 5 sessions based on acceptance and commitment therapy. The pre- and postintervention effects on psychological well-being will also be explored as a secondary objective, serving as a proxy for the potential impact of the intervention. Methods: The study serves as a proof-of-concept investigation, where a small sample size (N=50) is deemed adequate to fulfill the study’s objectives. Participant recruitment will be conducted among pregnant women affiliated with the pregnancy care services of the Azienda Provinciale per i Servizi Sanitari di Trento, using a convenience sampling approach. ALBA will interact with the participating women for 6 weeks, between the 14th and 26th weeks of gestation. Specifically, there will be 1 session per week, which the woman can choose, to allow more flexibility regarding her needs, supplemented by ALBA-supported exercises to be performed between sessions. This study adopts a mixed methods approach, combining quantitative and qualitative data collection and analysis. Usability and engagement are assessed using the System Usability Scale, Chatbot Usability Questionnaire, User Engagement Scale-Short Form, and the User Mobile Rating Scale. Moreover, other quantitative outcome measures include levels of stress, anxiety, depression, emotional regulation, psychological flexibility, coping strategies, self-efficacy, and overall well-being, along with qualitative data from semistructured interviews. Finally, the analysis of the data gathered in this study will primarily adopt descriptive statistics and a text mining approach, focused on evaluating the attainment of the study objectives and changes over experimental time. Results: The psychoeducational approach aims to yield notable outcomes regarding the usability and engagement of women with ALBA. Furthermore, an anticipated enhancement in psychological well-being and quality of life is expected. Conclusions: Existing literature indicates a preference among women in the perinatal period for online support, highlighting the potential of digital interventions to address barriers related to social stigma and seeking assistance. In this context, ALBA emerges as a valuable resource, providing consistent psychoeducational support for women throughout pregnancy.

    Silvia Rizzi, Valentina Fietta, Lorenzo Gios, Stefania Poggianella, Maria Chiara Pavesi, Chiara De Luca, Debora Marroni, Claudia Paoli, Anna Gianatti, Barbara Burlon, Vanda Chiodega, Barbara Endrizzi, Angela Giordano, Francesca Biagioli, Veronica Albertini, Marianna Purgato, Corrado Barbui, Chiara Guella, Erik Gadotti, Stefano Forti, Fabrizio Taddei·2025·JMIR Research Protocols
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