ArticleJMIR formative research2024
Rosie, a Health Education Question-and-Answer Chatbot for New Mothers: Randomized Pilot Study.
Article in JMIR formative research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06053515 (Rosie the Chatbot), which is not on this map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Rosie the Chatbot: Leveraging Automated and Personalized Health Information Communication to Reduce Disparities in Maternal and Child Health
Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.
- Effect of telecounseling on depressive symptoms in primiparous women during the postpartum period: a systematic review and meta-analysis of randomized controlled trials.Frontiers in psychiatry · 2026Pooled it
- Perceptions and Attitudes Regarding Postpartum Depression on Reddit: Inductive Content Analysis.Online journal of public health informatics · 2026Article
- The application of chatbots in perinatal mental health interventions: a scoping review protocol.BMJ open · 2026Article
- Examining the strategic utilization of Community-Academic Partnerships as a research engagement method in clinical and public health research within urban settings: a qualitative analysis.Research involvement and engagement · 2026Article
- Effectiveness of AI and rule-based conversational agents for depression, anxiety and stress: A meta-analysis.NPJ digital medicine · 2026Article
- Comparing physician and artificial intelligence chatbot responses to preterm infant care questions posted to a public medical consultation forum: evaluation study.Journal of perinatology : official journal of the California Perinatal Association · 2026Article
- Designing Rosie the Chatbot with and for Pregnant and New Mothers of Color: a Community-Engaged Study Leveraging Artificial Intelligence and Prevention Science to Improve Maternal and Child Health Outcomes.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Developing an artificial intelligence-powered question-and-answer chatbot with English-Spanish capabilities for new mothers.JAMIA open · 2026Article
- Increasing Use of a Postpartum and Newborn Chatbot among Birthing Individuals and Caregivers: Development and Implementation Study.JMIR pediatrics and parenting · 2026Article
- Toward a National Health Digital and Data Architecture: Laying the Foundation for Digital Transformation: Commission on Investment Imperatives for a Healthy Nation.NAM perspectives · 2026Review
- Leveraging social media to promote targeted advertisements and key messaging for optimal recruitment into clinical research.mHealth · 2026Article
- Article
- Interactive Conversational Agents for Perinatal Health: A Mixed Methods Systematic Review.Healthcare (Basel, Switzerland) · 2025Review
- Evaluating a retrieval-augmented pregnancy chatbot: a comprehensibility-accuracy-readability study of the DIAN AI assistant.Frontiers in artificial intelligence · 2025Article
- Role of Chatbots on Supporting Women in Perinatal Period: A Scoping Review.Women's health reports (New Rochelle, N.Y.)Article
- Using an AI-powered Mobile Application Chatbot to Address Maternal Depression Indicators and Inquiries in the Perinatal and Postpartum Periods: A Multimethod Analysis.Inquiry : a journal of medical care organization, provision and financingArticle
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 1 institution in 1 country.
Funding
Abstract
backgroundStark disparities exist in maternal and child outcomes and there is a need to provide timely and accurate health information.
objectiveIn this pilot study, we assessed the feasibility and acceptability of a health chatbot for new mothers of color.
methodsRosie, a question-and-answer chatbot, was developed as a mobile app and is available to answer questions about pregnancy, parenting, and child development. From January 9, 2023, to February 9, 2023, participants were recruited using social media posts and through engagement with community organizations. Inclusion criteria included being aged ≥14 years, being a woman of color, and either being currently pregnant or having given birth within the past 6 months. Participants were randomly assigned to the Rosie treatment group (15/29, 52% received the Rosie app) or control group (14/29, 48% received a children's book each month) for 3 months. Those assigned to the treatment group could ask Rosie questions and receive an immediate response generated from Rosie's knowledgebase. Upon detection of a possible health emergency, Rosie sends emergency resources and relevant hotline information. In addition, a study staff member, who is a clinical social worker, reaches out to the participant within 24 hours to follow up. Preintervention and postintervention tests were completed to qualitatively and quantitatively evaluate Rosie and describe changes across key health outcomes, including postpartum depression and the frequency of emergency room visits. These measurements were used to inform the clinical trial's sample size calculations.
resultsOf 41 individuals who were screened and eligible, 31 (76%) enrolled and 29 (71%) were retained in the study. More than 87% (13/15) of Rosie treatment group members reported using Rosie daily (5/15, 33%) or weekly (8/15, 53%) across the 3-month study period. Most users reported that Rosie was easy to use (14/15, 93%) and provided responses quickly (13/15, 87%). The remaining issues identified included crashing of the app (8/15, 53%), and users were not satisfied with some of Rosie's answers (12/15, 80%). Mothers in both the Rosie treatment group and control group experienced a decline in depression scores from pretest to posttest periods, but the decline was statistically significant only among treatment group mothers (P=.008). In addition, a low proportion of treatment group infants had emergency room visits (1/11, 9%) compared with control group members (3/13, 23%). Nonetheless, no between-group differences reached statistical significance at P<.05.
conclusionsRosie was found to be an acceptable, feasible, and appropriate intervention for ethnic and racial minority pregnant women and mothers of infants owing to the chatbot's ability to provide a personalized, flexible tool to increase the timeliness and accessibility of high-quality health information to individuals during a period of elevated health risks for the mother and child.
trial registrationClinicalTrials.gov NCT06053515; https://clinicaltrials.gov/study/NCT06053515.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.