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☐ ☆ ✇ BMJ Open

HappyMums mobile application study protocol: use of a smartphone application to gather data predictive of antenatal depression

Por: Priestley · K. · Laijawala · R. · Hazelgrove · K. · Bind · R. · Rebecchini · L. · Mariani · N. · Alford · S. · Kirkpatrick · M. · Mancino · F. · Kim · S. · Pushpakanthan · S. · Biaggi · A. · Cavaliere · L. · Di Benedetto · M. G. · Matijas · M. · Zutic · M. · Brekalo · M. · Nakic Rados · S — Febrero 4th 2026 at 15:16
Introduction

Mobile health (mHealth) technologies have become increasingly popular for monitoring mental health symptoms and lifestyle behaviours, and are largely reported to be feasible and acceptable to users. However, to date, the efficacy of such technologies to improve perinatal mental health outcomes has been mixed. Within the perinatal context, much of this work has been done in the context of postpartum depression, stemming from electronic health records as well as cohort studies. There is, however, a dearth of studies focusing on depression in pregnancy, and machine learning-based clinical decision support systems remain underexplored. The HappyMums application has been developed to meet this need, and its use across Europe will be tested in this study.

Methods and analysis

A total of 1000 pregnant people currently suffering from, or at risk of, antenatal depression will be recruited across six countries. All participants will be between 13 and 28 weeks’ gestation and will be given access to the new purposefully developed HappyMums mobile application, to use from enrolment until 2 months postpartum. The application leverages passively collected data from smartphone sensors relating to physical activity and behaviour, as well as requiring active engagement from the user to complete mental health questionnaires and ‘game-like’ activities. Digital data types will be combined with traditional mental health measurement methods, such as standardised questionnaires and interviews, to develop novel predictive models capable of identifying mental health trajectories in women at risk of developing antenatal depression and to test the app’s utility for use as personalised risk prediction and depression identification tool. The primary outcome of this study is to determine what proportion of users will continue to use the mobile application and engage with its tasks and activities at least weekly, while secondary exploratory outcomes include assessing usability of the app and testing the predictive ability of a novel machine learning-based model. These outcomes will, for the first time, be assessed by integrating active as well as passive data.

Ethics and dissemination

Ethical approval has been granted by local research ethics committees in each recruiting centre. At King’s College London (leading the clinical study), the study was reviewed by the East of England—Essex Research Ethics Committee and granted favourable opinion (REC reference 24/EE/0129). All other sites collecting participant data have the study approved for local delivery. Findings relating to the primary and secondary outcomes will be submitted for publication in open access, peer-reviewed journals, as well as presentations at conferences as symposia or posters. Findings will be made available to a non-specialist audience through open access digital mental health magazines and promotion on social media.

Trial registration number

NCT06578845.

☐ ☆ ✇ Journal of Advanced Nursing

Enhancing Breast Cancer Survivorship Care: The Role of Nurses in Post‐Treatment Follow‐Up—A Scoping Review

ABSTRACT

Aim

To examine the role of nurses in providing post-treatment follow-up care to breast cancer survivors, and to assess the impact of this care on survivors' satisfaction.

Methods

Scoping review.

Data Sources

An electronic literature search from PubMed and CINAHL databases was conducted, covering the period from 2013 to November 2023.

Results

Twenty-seven articles were included in this review, highlighting key areas in which nurses play essential roles in the provision of post-treatment care for breast cancer survivors. The identified nursing roles include the surveillance and early detection of relapses, the assessment and support of self-management for late physical and psychosocial effects of cancer, health promotion and care coordination. Regarding satisfaction, survivors reported high overall satisfaction with nursing care. However, satisfaction levels varied with regard to specific needs, particularly in managing the fear of recurrence.

Conclusions

Nurses play a fundamental role in delivering post-treatment care to breast cancer survivors. However, evidence regarding their specific contributions and survivors' satisfaction with long-term care remains limited, underscoring the need for further research to enhance care during the long-term survivorship phase.

Implications for the Profession

Consolidating the diverse roles of nurses in post-treatment care into a unified framework could support comprehensive and personalised care, addressing unmet needs. Evaluating patient satisfaction with nursing follow-up helps identify effective interventions and areas for improvement in future research.

Impact

This review analyses the diverse roles of nurses in the follow-up care of breast cancer survivors and highlights the impact of nursing care on patient satisfaction.

Reporting Method

This study adhered to the PRISMA-ScR reporting guidelines.

Patient or Public Contribution

No patient or public contribution.

☐ ☆ ✇ Journal of Nursing Scholarship

Hope‐Promoting Communication With Pediatric Patients With Chronic Diseases and Their Families: A Scoping Review

ABSTRACT

Introduction

The way communication is conducted directly influences the professional–patient relationship, how patients cope with their diagnosis, and their sense of hope throughout treatment. This study aims to map the literature on strategies that healthcare professionals can use to promote hope in communication with pediatric patients and their families in the context of chronic illness. Based on this objective, the study highlights an algorithm to assist healthcare professionals in instilling hope in this population through communication.

Design

Scoping review.

Methods

This systematized review was conducted using the databases PubMed, LILACS, PsycInfo, Embase, CINAHL, and Scopus, employing the PCC framework and the Boolean operators AND and OR. The time frame was limited to the last 20 years (2004–2024). A total of 734 studies were identified across the databases, with an additional four retrieved through manual citation searches, resulting in 19 articles included in the final sample.

Results

The findings highlight three key pillars for promoting hope in communication: (1) careful preparation for information delivery, which involves identifying the diverse needs of families and creating a physically comfortable and emotionally supportive environment; (2) providing information and emphasizing how it is presented—considering content, clarity, honesty, empathy, and adaptation to the recipient's specific needs; and (3) follow-up after information delivery, ensuring emotional support and active, skilled listening.

Conclusions

Interpersonal communication between the healthcare professional, the patient, and the family was mainly focused on the transmission of information about the disease and treatment in a clear and empathetic manner, considering who is receiving the information and how the information is interpreted.

Clinical Relevance

This review provides guidance for healthcare professionals in implementing communication strategies that foster hope in the context of pediatric chronic illness. Additionally, this guide may serve as a model for training students and healthcare professionals. Further research is needed to implement and explore additional effective communication strategies for this population across diverse cultural settings.

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