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Schneiderman KS, Henderson AP, Himes KP. Barriers and facilitators to shared decision making: A qualitative study of families who delivered at the cusp of viability. PATIENT EDUCATION AND COUNSELING 2025; 135:108715. [PMID: 40048823 DOI: 10.1016/j.pec.2025.108715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 02/19/2025] [Accepted: 02/24/2025] [Indexed: 04/07/2025]
Abstract
OBJECTIVES There is limited data regarding patients' experiences with periviable counseling. Exploring patient perspectives helps us improve provider communication and may aid in supporting high-quality decision-making. Our study explored patient-identified sources of support and conflict during discussions with their healthcare team when delivering during the periviable period with the goal of improving high-quality shared decision making (SDM). METHODS We conducted semi-structured interviews of birthing people who delivered between 20 0/7 and 25 6/7 weeks gestational age from 2010 to 2014. Interviews focused on shared decision making at the time of periviable birth with an emphasis on the three-talk model of SDM. Interviews were coded to perform thematic analysis. RESULTS We interviewed 20 patients who delivered during the periviable period and 6 important others. Participants valued providers aiding in their emotional processing. Conversely, participants identified lack of clarity during counseling and an emphasis on hopelessness as barriers to SDM. CONCLUSION(S) Participants highlighted the importance of using easy-to-understand language and focusing on hope. Finally, families emphasized the importance of explicitly eliciting values that might inform their choice and the positive impact of nursing staff. PRACTICE IMPLICATIONS Our findings underscore the importance of using a SDM model for periviability counseling and highlight areas for improvement.
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Affiliation(s)
| | - Alexa P Henderson
- University of Pittsburgh Medical Center Department of Obstetrics, Gynecology, and Reproductive Sciences, Pittsburgh, PA, USA.
| | - Katherine P Himes
- University of Pittsburgh Medical Center Department of Obstetrics, Gynecology, and Reproductive Sciences, Pittsburgh, PA, USA
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Verhoeven R, Kooi EMW, Obermann-Borst SA, Labrie NHM, Geurtzen R, Verhagen AAE, Hulscher JBF. Key factors in parental end-of-life decision making for surgical necrotizing enterocolitis: A Delphi study. Early Hum Dev 2025; 203:106219. [PMID: 40023127 DOI: 10.1016/j.earlhumdev.2025.106219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 02/07/2025] [Accepted: 02/09/2025] [Indexed: 03/04/2025]
Abstract
BACKGROUND/OBJECTIVES In severe cases of necrotizing enterocolitis (NEC) in preterm neonates, surgery may be the only option for survival. However, the consequences of active treatment are not always in the infant's best interest, urging parents and physicians to consider palliative care as an alternative. This study aims to identify key factors parents prioritize when making this decision, as a preliminary step towards developing a decision support tool. METHODS Three Dutch parent panels (without experience with NEC/preterm birth, with experience but without loss, and with loss due to NEC/preterm birth) were asked to rate 31 literature-based and self-suggested decision factors. Factors were rated on a scale of 1 to 9 in a two-round Delphi study. Factors that reached a median score of six or higher by one or more panels after the second Delphi round were discussed in a consensus meeting of the steering committee. RESULTS Sixty-six participants completed both Delphi rounds. Nine factors were excluded after the final round, including parental physical and mental health, finances, and religion. Of the other 22 factors, the steering committee decided upon 15 key factors to serve as a base for the decision support tool. Most important factors included chance of death, short- and long-term physical consequences, and future independence. Additionally, parents were influenced by doctors' opinions and feelings of responsibility and hope. CONCLUSION This study highlights fifteen decision factors for Dutch parents facing surgical NEC. These insights will inform the development of a decision support tool aiding parents in making informed end-of-life decisions.
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Affiliation(s)
- Rosa Verhoeven
- Department of Surgery, Division of Pediatric Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neonatology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
| | - Elisabeth M W Kooi
- Department of Neonatology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Nanon H M Labrie
- Department of Language, Literature & Communication, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Department of Pediatrics and Neonatology, OLVG, Amsterdam, the Netherlands
| | - Rosa Geurtzen
- Amalia Children's Hospital, Department of Neonatology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - A A Eduard Verhagen
- Department of Pediatrics, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Jan B F Hulscher
- Department of Surgery, Division of Pediatric Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
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de Boer A, De Proost L, de Vries M, Hogeveen M, de Vries MC, Verweij EJTJ, Geurtzen R. Voices of experience: what Dutch parents teach us about values and intuition in periviable decisions. Arch Dis Child Fetal Neonatal Ed 2025; 110:171-176. [PMID: 39153843 DOI: 10.1136/archdischild-2024-327400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 07/26/2024] [Indexed: 08/19/2024]
Abstract
OBJECTIVE When extremely premature birth at the limits of viability is imminent, shared decision-making with parents regarding the infant's treatment is widely recommended. Aligning decisions with parental values can be challenging. So, this study aims to get insight into (1) what values parents considered important in their decision, (2) whether their decision was based on intuition and/or rational analysis and (3) parental suggestions on how to help explore and articulate values during prenatal counselling. DESIGN A qualitative study was performed among Dutch parents who experienced (imminent) extremely premature birth. Diversity was aimed for through purposive sampling. Semistructured interviews were conducted until saturation was achieved. Transcripts were coded and themes were derived from the data. RESULTS Nineteen interviews were performed. Results show what parents considered important in their decision, such as the infants' future, family life and 'giving a chance'. Most parents made their decision more intuitively rather than rationally, for others both coexisted. Particularly fathers and parents who opted for palliative comfort care experienced the decision as rational. Parents would have liked to explore values, but found it challenging. They suggested strategies and conditions to help explore and articulate their values during counselling, such as a multidisciplinary approach. CONCLUSIONS Various considerations and underlying values were found to be important. Parents recognise the influence of emotions and intuition in decision-making and struggle to articulate their values, emphasising the need for guidance. Healthcare providers should engage in open, personalised discussions to facilitate value exploration, enabling informed decisions aligned with parental values.
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Affiliation(s)
- Angret de Boer
- Department of Obstetrics, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neonatology, Radboudumc Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Lien De Proost
- Department of Ethics and Law, Leiden University Medical Center, Leiden, The Netherlands
| | - Marieke de Vries
- Institute for Computing and Information Sciences (iCIS), Radboud University, Nijmegen, The Netherlands
| | - Marije Hogeveen
- Department of Neonatology, Radboudumc Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Martine C de Vries
- Department of Ethics and Law, Leiden University Medical Center, Leiden, The Netherlands
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - E J T Joanne Verweij
- Department of Obstetrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Rosa Geurtzen
- Department of Neonatology, Radboudumc Amalia Children's Hospital, Nijmegen, The Netherlands
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Belden L, Kaempf J, Mackley A, Kernan-Schloss F, Chen C, Sturtz W, Tomlinson MW, Guillen U. Evaluating decision regret after extremely preterm birth. Arch Dis Child Fetal Neonatal Ed 2025; 110:191-199. [PMID: 39164062 DOI: 10.1136/archdischild-2024-327287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 07/31/2024] [Indexed: 08/22/2024]
Abstract
OBJECTIVES Little is known about decision regret following extremely premature birth. We assessed decision regret in women who delivered an extremely premature infant, comparing decision regret scores based on resuscitation decision. METHODS Electronic survey assessment of decision regret using a validated tool included women who delivered at 22-25 completed weeks of gestation at two hospitals 2004-2019. Comparison of 'active care', 'comfort care' and 'other' groups was quantified and comments reviewed. RESULTS 442 of 787 (56%) eligible women were contacted, 242 of 442 (55%) completed surveys, response rate 242 of 787 (31%). Women not contacted were younger (p=0.0001) and/or delivered in an earlier year (p=0.002). There was a higher percentage of white women who completed the survey (p=0.004). Decision regret was elevated in all groups, varied widely, but was lower in 'active care' compared with 'comfort care' (Decision Regret Score 14 vs 39, p<0.0001). Lower decision regret occurred in women who recalled a prenatal consult (p=0.014) or identified as the primary decision-maker compared with women who perceived the doctor had a major role (p=0.02) or made the decision (p<0.0001). Lower decision regret occurred in women whose infant was alive at survey completion compared with women whose infant died in the hospital (p<0.0001) or after discharge (p=0.01). CONCLUSIONS Decision regret was elevated in all groups. Women who recalled prenatal consultation, identified as the primary decision-maker, chose intensive care and/or whose infant survived had lower regret scores. CLINICAL TRIAL REGISTRATION NCT04074525.
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Affiliation(s)
| | - Joseph Kaempf
- Providence St. Vincent Medical Center, Portland, Oregon, USA
| | | | | | - Chiayi Chen
- Providence St. Vincent Medical Center, Portland, Oregon, USA
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Verhoeven R, Kooi EMW, Obermann-Borst SA, Geurtzen R, Labrie NHM, Verhagen AAE, Hulscher JBF. Development of a parent decision support tool for surgical necrotising enterocolitis: a study protocol. BMJ Open 2024; 14:e087939. [PMID: 39653566 PMCID: PMC11628991 DOI: 10.1136/bmjopen-2024-087939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 11/08/2024] [Indexed: 12/12/2024] Open
Abstract
INTRODUCTION Necrotising enterocolitis is a devastating gastrointestinal disease predominantly affecting preterm infants. In 40% of cases, its rapid progression renders conservative treatment insufficient, necessitating laparotomy as the sole viable option for survival. However, high perioperative and postoperative mortality rates, along with severe future potential disabilities and suffering, can complicate the decision of whether surgery is still in the infant's best interest. In such cases, palliative care, aimed to minimise suffering, may be considered as an alternative to laparotomy, especially when the infant's expected quality of life and overall prognosis are concerning. Depending on the sociocultural context, parents are increasingly involved in this decision. However, weighing the risks, benefits and uncertainties can be challenging for them. Therefore, we aim to develop a decision support tool using a novel combination of the Delphi technique and Q-methodology. Ultimately, we anticipate that this approach will contribute to improved family-centred care and optimised outcomes. METHODS AND ANALYSIS The first phase of the study aims to identify key factors guiding Dutch parents' decisions between laparotomy and palliative care (decision factors). Using a Delphi process, parents with varying perspectives and experiences will evaluate decision factors found in the literature and those self-suggested. The pertinent set of decision factors is defined during a consensus meeting.During the second phase, parents are asked to compare statements about these decision factors using Q-methodology. A by-person factor analysis of these comparisons will identify different parental decision-making profiles, which allows for formulating advice tailored to those profiles.Ultimately, we will build an online decision support tool which facilitates the classification of parent perspectives. The tool will then provide the parents with the relevant advice. In the last phase of the study, the tool's effectiveness will be evaluated through an online questionnaire, asking parents to imagine using the tool in a real-world scenario. ETHICS AND DISSEMINATION Ethical approval has been obtained from Central Ethics Review Committee of The University Medical Center Groningen (METc 2023/577, CTc UMCG 153660). Participants will be asked to provide their informed consent for the parts of the study that involve non-anonymous data gathering. Findings will be disseminated through academic journals and conferences. Options for long-term data preservation are under consideration.
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Affiliation(s)
- Rosa Verhoeven
- Department of Surgery, Division of Paediatric Surgery, University Medical Centre Groningen, Groningen, The Netherlands
- Department of Neonatology, Beatrix Children's Hospital, University Medical Centre Groningen, Groningen, The Netherlands
| | - Elisabeth M W Kooi
- Department of Neonatology, Beatrix Children's Hospital, University Medical Centre Groningen, Groningen, The Netherlands
| | | | - Rosa Geurtzen
- Amalia Children's Hospital, Department of Neonatology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Nanon H M Labrie
- Department of Language, Literature & Communication, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Paediatrics and Neonatology, OLVG, Amsterdam, The Netherlands
| | - A A Eduard Verhagen
- Department of Paediatrics, Beatrix Children's Hospital, University Medical Centre Groningen, Groningen, The Netherlands
| | - Jan B F Hulscher
- Department of Surgery, Division of Paediatric Surgery, University Medical Centre Groningen, Groningen, The Netherlands
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Haward MF, Lorenz JM, Fischhoff B. Antenatal Consultation Research and Practices Through the Lens of Decision Science. J Pediatr 2024; 274:114173. [PMID: 38942356 DOI: 10.1016/j.jpeds.2024.114173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 06/21/2024] [Accepted: 06/24/2024] [Indexed: 06/30/2024]
Affiliation(s)
- Marlyse F Haward
- Department of Pediatrics, Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, NY.
| | - John M Lorenz
- Department of Pediatrics, Morgan Stanley Children Hospital of New York, Vagelos College of Physicians & Surgeons Columbia University, New York, NY
| | - Baruch Fischhoff
- Department of Engineering and Public Policy and Institute for Politics and Strategy, Carnegie Mellon University, Pittsburgh, PA
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Guillén Ú, Zupancic JAF, Litt JS, Kaempf J, Fanaroff A, Polin RA, Martin R, Eichenwald E, Wilson-Costello D, Edwards AD, Hallman M, Bührer C, Fanaroff J, Albersheim S, Embleton ND, Shah PS, Dennery PA, Discenza D, Jobe AH, Kirpalani H. Community Considerations for Aggressive Intensive Care Therapy for Infants <24+0 Weeks of Gestation. J Pediatr 2024; 268:113948. [PMID: 38336203 DOI: 10.1016/j.jpeds.2024.113948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 01/20/2024] [Accepted: 02/04/2024] [Indexed: 02/12/2024]
Affiliation(s)
| | - John A F Zupancic
- Division of Newborn Medicine, Harvard Medical School, Boston, MA; Department of Neonatology, Beth Israel Deaconess Medical Center, Boston, MA
| | - Jonathan S Litt
- Division of Newborn Medicine, Harvard Medical School, Boston, MA; Department of Neonatology, Beth Israel Deaconess Medical Center, Boston, MA; Department of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA
| | - Joseph Kaempf
- Women and Children's Services, Providence St. Vincent Medical Center, Portland, OR
| | - Avroy Fanaroff
- Emeritus, Department of Pediatrics, UH Rainbow Babies & Children's Hospital, Cleveland, OH
| | | | - Richard Martin
- Department of Pediatrics, UH Rainbow Babies & Children's Hospital, Cleveland, OH
| | - Eric Eichenwald
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | | | - A David Edwards
- Centre for the Developing Brain, King's College London, London, United Kingdom
| | - Mikko Hallman
- Department of Pediatrics and Adolescence, Oulu University Hospital, Oulu, Finland
| | - Christoph Bührer
- Department of Neonatology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Jonathan Fanaroff
- Department of Pediatrics, UH Rainbow Babies & Children's Hospital, Cleveland, OH
| | - Susan Albersheim
- Division of Neonatology, University of British Columbia, Vancouver, BC, Canada
| | | | - Prakesh S Shah
- Division of Neonatology, Department of Pediatrics, Mount Sinai Hospital, Toronto, ON, Canada
| | - Phyllis A Dennery
- Warren Alpert School of Medicine of Brown University, Providence, RI
| | | | - Alan H Jobe
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, and University of Cincinnati, Cincinnati, OH
| | - Haresh Kirpalani
- Emeritus, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA, and Emeritus Department Pediatrics, McMaster University, Hamilton, ON, Canada
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Arnold C, Inthorn J, Roth B, Matheisl D, Tippmann S, Mildenberger E, Kidszun A. Attitudes and values towards decisions at the margin of viability among expectant mothers at risk for preterm birth. Acta Paediatr 2024; 113:442-448. [PMID: 37942656 DOI: 10.1111/apa.17033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 10/30/2023] [Indexed: 11/10/2023]
Abstract
AIM To explore how expectant mothers at risk for preterm birth would like to be involved in decision-making at the margin of viability and what they would base their decisions on. METHODS This cross-sectional observational study included a mixed-methods post-hoc analysis alongside a previously reported randomised clinical trial. Expectant mothers between 280/7 and 366/7 weeks' gestation who were hospitalised for risk of preterm birth responded to written case vignettes of an impending preterm birth at the margin of viability. Participants responded to closed and open-ended questions that were theoretically coded for attitudes and values towards shared decision-making. RESULTS Sixty-four expectant mothers were included in the analysis, 36 provided written perspectives. Decision-making was perceived as an enormous burden and a potential source of guilt and regret. Weighing personal values in terms of 'fighting for the baby' and 'quality of life' were used to inform the decision-making process. Explicitly stating that any decision is a good decision, empowerment through co-constructing shared decisions rather than simply presenting choices, sharing the clinicians' personal views, and honest, and empathetic counselling were perceived as supportive. CONCLUSION Mothers at risk for preterm birth provided specific insights into their decision-making patterns that may be helpful to clinicians.
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Affiliation(s)
- Christine Arnold
- Division of Neonatology, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Julia Inthorn
- Center for Health Care Ethics, Hanover, Germany
- Institute for the History, Philosophy, and Ethics of Medicine, Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | | | - Daniel Matheisl
- Division of Neonatology and Pediatric Intensive Care, Center for Pediatrics, Medical Center of the University of Freiburg, Freiburg, Germany
| | - Susanne Tippmann
- Department of Neonatology, Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | - Eva Mildenberger
- Department of Neonatology, Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | - André Kidszun
- Division of Neonatology, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Neonatology, Medical Center of the Johannes Gutenberg University, Mainz, Germany
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de Boer A, De Proost L, de Vries M, Hogeveen M, Verweij EJTJ, Geurtzen R. Perspectives of extremely prematurely born adults on what to consider in prenatal decision-making: a qualitative focus group study. Arch Dis Child Fetal Neonatal Ed 2024; 109:196-201. [PMID: 37726159 DOI: 10.1136/archdischild-2023-325997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/05/2023] [Indexed: 09/21/2023]
Abstract
OBJECTIVE A shared decision-making (SDM) approach is recommended for prenatal decisions at the limit of viability, with a guiding role for parental values. People born extremely premature experience the consequences of the decision made, but information about their perspectives on prenatal decisions is lacking. Therefore, this study aims to describe their perspectives on what is important in decision-making at the limit of viability. DESIGN Semi-structured focus group discussions were conducted, recorded and transcribed verbatim. The data were independently analysed by two researchers in Atlas.ti. RESULTS Four focus groups were conducted in the Netherlands, with five to six participants each, born between 240/7 and 300/7 weeks gestation in the period between 1965 and 2002. Considering their personal life experiences and how their extremely premature birth affected their families, the participants reflected on decision-making at the limit of viability. Various considerations were discussed and summarised into the following themes: anticipated parental regret, the wish to look at the baby directly after birth, to give the infant a chance at survival, quality of life, long-term outcomes for the infant and the family, and religious or spiritual considerations. CONCLUSIONS Insights into the perspectives of adults born extremely premature deepened our understanding of values considered in decision-making at the limit of viability. Results point out the need for a more individualised prediction of the prognosis and more extensive information on the lifelong impact of an extremely premature birth on both the infant and the family. This could help future parents and healthcare professionals in value-laden decision-making.
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Affiliation(s)
- Angret de Boer
- Department of Obstetrics and Gynecology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neonatology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Lien De Proost
- Department of Medical Ethics and Health Law, Leiden University Medical Center, Leiden, The Netherlands
| | - Marieke de Vries
- Institute for Computing and Information Sciences (iCIS), Radboud University, Nijmegen, The Netherlands
| | - Marije Hogeveen
- Department of Neonatology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands
| | - E J T Joanne Verweij
- Department of Obstetrics and Gynecology, Leiden University Medical Center, Leiden, The Netherlands
| | - Rosa Geurtzen
- Department of Neonatology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands
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Gray M, Baird A, Sawyer T, James J, DeBroux T, Bartlett M, Krick J, Umoren R. Increasing Realism and Variety of Virtual Patient Dialogues for Prenatal Counseling Education Through a Novel Application of ChatGPT: Exploratory Observational Study. JMIR MEDICAL EDUCATION 2024; 10:e50705. [PMID: 38300696 PMCID: PMC10870212 DOI: 10.2196/50705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 10/18/2023] [Accepted: 12/11/2023] [Indexed: 02/02/2024]
Abstract
BACKGROUND Using virtual patients, facilitated by natural language processing, provides a valuable educational experience for learners. Generating a large, varied sample of realistic and appropriate responses for virtual patients is challenging. Artificial intelligence (AI) programs can be a viable source for these responses, but their utility for this purpose has not been explored. OBJECTIVE In this study, we explored the effectiveness of generative AI (ChatGPT) in developing realistic virtual standardized patient dialogues to teach prenatal counseling skills. METHODS ChatGPT was prompted to generate a list of common areas of concern and questions that families expecting preterm delivery at 24 weeks gestation might ask during prenatal counseling. ChatGPT was then prompted to generate 2 role-plays with dialogues between a parent expecting a potential preterm delivery at 24 weeks and their counseling physician using each of the example questions. The prompt was repeated for 2 unique role-plays: one parent was characterized as anxious and the other as having low trust in the medical system. Role-play scripts were exported verbatim and independently reviewed by 2 neonatologists with experience in prenatal counseling, using a scale of 1-5 on realism, appropriateness, and utility for virtual standardized patient responses. RESULTS ChatGPT generated 7 areas of concern, with 35 example questions used to generate role-plays. The 35 role-play transcripts generated 176 unique parent responses (median 5, IQR 4-6, per role-play) with 268 unique sentences. Expert review identified 117 (65%) of the 176 responses as indicating an emotion, either directly or indirectly. Approximately half (98/176, 56%) of the responses had 2 or more sentences, and half (88/176, 50%) included at least 1 question. More than half (104/176, 58%) of the responses from role-played parent characters described a feeling, such as being scared, worried, or concerned. The role-plays of parents with low trust in the medical system generated many unique sentences (n=50). Most of the sentences in the responses were found to be reasonably realistic (214/268, 80%), appropriate for variable prenatal counseling conversation paths (233/268, 87%), and usable without more than a minimal modification in a virtual patient program (169/268, 63%). CONCLUSIONS Generative AI programs, such as ChatGPT, may provide a viable source of training materials to expand virtual patient programs, with careful attention to the concerns and questions of patients and families. Given the potential for unrealistic or inappropriate statements and questions, an expert should review AI chat outputs before deploying them in an educational program.
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Affiliation(s)
- Megan Gray
- Division of Neonatology, University of Washington, Seattle, WA, United States
| | - Austin Baird
- Division of Healthcare Simulation Sciences, Department of Surgery, University of Washington, Seattle, WA, United States
| | - Taylor Sawyer
- Division of Neonatology, University of Washington, Seattle, WA, United States
| | - Jasmine James
- Department of Family Medicine, Providence St Peter, Olympia, WA, United States
| | - Thea DeBroux
- Division of Neonatology, University of Washington, Seattle, WA, United States
| | - Michelle Bartlett
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Jeanne Krick
- Department of Pediatrics, San Antonio Uniformed Services Health Education Consortium, San Antonio, TX, United States
| | - Rachel Umoren
- Division of Neonatology, University of Washington, Seattle, WA, United States
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11
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de Boer A, van Beek PE, Andriessen P, Groenendaal F, Hogeveen M, Meijer JS, Obermann-Borst SA, Onland W, Scheepers L(HCJ, Vermeulen MJ, Verweij EJT(J, De Proost L, Geurtzen R. Opportunities and Challenges of Prognostic Models for Extremely Preterm Infants. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1712. [PMID: 37892375 PMCID: PMC10605480 DOI: 10.3390/children10101712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/06/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023]
Abstract
Predicting the short- and long-term outcomes of extremely preterm infants remains a challenge. Multivariable prognostic models might be valuable tools for clinicians, parents, and policymakers for providing accurate outcome estimates. In this perspective, we discuss the opportunities and challenges of using prognostic models in extremely preterm infants at population and individual levels. At a population level, these models could support the development of guidelines for decisions about treatment limits and may support policy processes such as benchmarking and resource allocation. At an individual level, these models may enhance prenatal counselling conversations by considering multiple variables and improving transparency about expected outcomes. Furthermore, they may improve consistency in projections shared with parents. For the development of prognostic models, we discuss important considerations such as predictor and outcome measure selection, clinical impact assessment, and generalizability. Lastly, future recommendations for developing and using prognostic models are suggested. Importantly, the purpose of a prognostic model should be clearly defined, and integrating these models into prenatal counselling requires thoughtful consideration.
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Affiliation(s)
- Angret de Boer
- Department of Neonatology, Amalia Children’s Hospital, Radboud University Medical Center, Geert Grooteplein Zuid 32, 6525 GA Nijmegen, The Netherlands; (P.E.v.B.); (M.H.); (R.G.)
- Department of Obstetrics and Gynecology, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands;
| | - Pauline E. van Beek
- Department of Neonatology, Amalia Children’s Hospital, Radboud University Medical Center, Geert Grooteplein Zuid 32, 6525 GA Nijmegen, The Netherlands; (P.E.v.B.); (M.H.); (R.G.)
- Department of Neonatology, Máxima Medical Center, 5504 DB Veldhoven, The Netherlands; (P.A.); (J.S.M.)
| | - Peter Andriessen
- Department of Neonatology, Máxima Medical Center, 5504 DB Veldhoven, The Netherlands; (P.A.); (J.S.M.)
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, 3584 EA Utrecht, The Netherlands;
| | - Marije Hogeveen
- Department of Neonatology, Amalia Children’s Hospital, Radboud University Medical Center, Geert Grooteplein Zuid 32, 6525 GA Nijmegen, The Netherlands; (P.E.v.B.); (M.H.); (R.G.)
| | - Julia S. Meijer
- Department of Neonatology, Máxima Medical Center, 5504 DB Veldhoven, The Netherlands; (P.A.); (J.S.M.)
| | - Sylvia A. Obermann-Borst
- Care4Neo, Dutch Neonatal Patient and Parent Advocacy Organization, 3068 JN Rotterdam, The Netherlands; (S.A.O.-B.); (M.J.V.)
| | - Wes Onland
- Department of Neonatology, Emma Children’s Hospital, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands;
- Amsterdam Reproduction & Development, 1105 AZ Amsterdam, The Netherlands
| | | | - Marijn J. Vermeulen
- Care4Neo, Dutch Neonatal Patient and Parent Advocacy Organization, 3068 JN Rotterdam, The Netherlands; (S.A.O.-B.); (M.J.V.)
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Sophia Children’s Hospital, Erasmus Medical Center, 3015 CN Rotterdam, The Netherlands
| | - E. J. T. (Joanne) Verweij
- Department of Obstetrics and Gynecology, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands;
| | - Lien De Proost
- Department of Ethics and Law, Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands;
| | - Rosa Geurtzen
- Department of Neonatology, Amalia Children’s Hospital, Radboud University Medical Center, Geert Grooteplein Zuid 32, 6525 GA Nijmegen, The Netherlands; (P.E.v.B.); (M.H.); (R.G.)
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