Evaluating the Quality of Postpartum Hemorrhage Nursing Care Plans Generated by Artificial Intelligence Models.

BACKGROUND: With the rapidly advancing technological landscape of health care, evaluating the potential use of artificial intelligence (AI) models to prepare nursing care plans is of great importance. PURPOSE: The purpose of this study was to evaluate the quality of nursing care plans created by AI for the management of postpartum hemorrhage (PPH). METHODS: This cross-sectional exploratory study involved creating a scenario for an imaginary patient with PPH. Information was put into 3 AI platforms (GPT-4, LaMDA, Med-PaLM) on consecutive days without prior conversation. Care plans were evaluated using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) scale. RESULTS: Med-PaLM exhibited superior quality in developing the care plan compared with LaMDA ( Z = 4.354; P = .000) and GPT-4 ( Z = 3.126; P = .029). CONCLUSIONS: Our findings suggest that despite the strong performance of Med-PaLM, AI, in its current state, is unsuitable for use with real patients.

Assessing the impact of mentorship on nurses' and midwives' knowledge and self-efficacy in managing postpartum hemorrhage.

Background Despite medical technology advancement, postpartum hemorrhage remains the top universal cause of maternal mortality. Factors note the inconsistency in recognition and timely treatment of women experiencing it, which suggests healthcare professionals' mentorship about postpartum hemorrhage. Methods The study recruited 141 nurses and midwives and used instruments adapted to knowledge and self-efficacy to assess the impact of mentorship on nurses' and midwives' knowledge and self-efficacy in managing postpartum hemorrhage. Results There was an increase in knowledge from 68% prior to mentorship up to 87% and self-efficacy from 6.9 to 9.5 average score out of 10. Knowledge and self-efficacy correlated moderately positive at pre-mentorship (r=0.214) and strongly positive at post-mentorship (r=0.585). The number of mentorship visits attended was associated with post-mentorship knowledge scores (r=0.539) and post-mentorship self-efficacy (r=0.623). Conclusions Mentorship about management of postpartum hemorrhage increases nurses' and midwives' knowledge and self-efficacy in managing postpartum hemorrhage.

Pictorial estimation of blood loss in a birthing pool--an aide memoire.

The aim of this article is to share some photographic images to help midwives visually estimate blood loss at water births. PubMed, CINAHL and MEDLINE databases were searched for relevant research. There is little evidence to inform the practice of visually estimating blood loss in water, as discussed further on in the article. This article outlines a simulation where varying amounts of blood were poured into a birthing pool, captured by photo images. Photo images of key amounts like 150mls, 300mls and 450mls can be useful visual markers when estimating blood loss at water births. The speed of spread across the pool may be a significant factor in assessing blood loss. The author recommends that midwives and educators embark on similar simulations to inform their skill in estimating blood loss at water births.

Roles and challenges encountered by midwives in the management of postpartum haemorrhage following normal vaginal delivery: A scoping review.

AIMS: To establish a comprehensive understanding of the roles of midwives and the challenges they encounter in the prevention, diagnosis and management of postpartum haemorrhage (PPH) following normal vaginal delivery. DESIGN: We conducted a scoping review following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis for Scoping Reviews (PRISMA-ScR) recommendations. METHODS: We considered studies related to the roles of midwives and the challenges they encounter in the prevention, diagnosis and management of PPH during vaginal delivery. We excluded guidelines, consensuses, abstracts of meetings and non-English language studies. Databases, including the Cochrane Library, PubMed, Web of Science, Ovid, Medline, Embase, JBI EBP and BIOSIS Previews, were searched on January 1, 2023, with no time limitations. RESULTS: We included 28 publications. Midwives play important roles in the prevention, diagnosis and management of postpartum haemorrhage during vaginal delivery. In the prevention of PPH, midwives' roles include identifying and managing high-risk factors, managing labour and implementing skin-to-skin contact. In the diagnosis of PPH, midwives' roles include early recognition and blood loss estimation. In the management of PPH, midwives are involved in mobilizing other professional team members, emergency management, investigating causes, enhancing uterine contractions, the repair of perineal tears, arranging transfers and preparation for surgical intervention. However, midwives face substantial challenges, including insufficient knowledge and skills, poor teamwork skills, insufficient resources and the need to deal with their negative emotions. Midwives must improve their knowledge, skills and teamwork abilities. Health care system managers and the government should give full support to midwives. Future research should focus on developing clinical practice guidelines for midwives for preventing, diagnosing and managing postpartum haemorrhage.

Haemorrhage after home birth: audit of decision making and referral. Part 2: Results and discussion.

This descriptive study aims to identify substandard care (SSC) in PPH after home birth in the Netherlands. Sixty seven cases of postpartum haemorrhage (PPH) reported by community-based midwives were collected. After applying selection criteria, seven cases were submitted to audit. The audit panel consisted of 12 midwives (of whom seven contributed a case), 10 obstetricians, an educational expert and an ambulance paramedic. First, an individual assessment was performed by all members. Subsequently, at a plenary audit meeting, SSC factors were determined and assigned incidental, minor or major status. Major SSC was identified in two out of seven cases. We conclude that communication between different healthcare providers should be optimised and a proactive attitude taken to select women who plan to give birth at home, taking into account the possibility of timely referral in case of PPH or retained placenta. National multidisciplinary guidelines on managing obstetric haemorrhage in home birth are urgently needed.

Haemorrhage after home birth: audit of decision making and referral.

In the Netherlands, 20 per cent of women give birth at home. In 0.7 per cent, referral to secondary care because of postpartum haemorrhage (PPH) is indicated. Midwives are regularly trained in managing obstetric emergencies. A postgraduate training programme developed for Dutch community-based midwives called 'CAVE' (pre-hospital obstetric emergency course) focuses on the identification and management of obstetric emergencies, including timely and adequate referral to hospital. This descriptive study aims to identify substandard care (SSC) in PPH after home birth in the Netherlands. Sixty seven cases of PPH reported by community-based midwives were collected. After applying selection criteria, seven cases were submitted to audit. The audit panel consisted of 12 midwives (of which seven contributed a case), 10 obstetricians, an educational expert and an ambulance paramedic. First, an individual assessment was performed by all members. Subsequently, at a plenary audit meeting, SSC factors were determined and assigned incidental, minor and major substandard care.

Challenging current practice: the evidence behind the timing of cord clamping.

Immediate clamping of the umbilical cord is an intervention that has developed over the last century as birth moved into the hospital setting (Mercer 2001). Whilst active management in the third stage of labour is widely practised, midwives are encouraged to re-evaluate their management strategies during this stage, since immediate clamping of the umbilical cord interferes with the physiological process of normal childbirth and should be justified (Begley et al 2010; Gyte 1994). Exploration of the physiological and research based evidence would indicate that the practice of umbilical cord clamping at birth needs to be raised with the whole multi-disciplinary team in order to influence practice (Anderson 2005; ICM 2003).

Game-Based Learning and Nursing Students' Clinical Judgment in Postpartum Hemorrhage: A Pilot Study.

BACKGROUND: Nurse educators are searching for ways to deliver and evaluate the clinical judgment model (CJM) into undergraduate education to adequately prepare students for the Next Generation NCLEX project. METHOD: A game-based learning (GBL) activity, including seven postpartum hemorrhage (PPH) stations, was developed and implemented in an undergraduate nursing course. Following the design of the Minute to Win It® game show, teams of students participated in timed challenges to facilitate engagement with the CJM. RESULTS: Student scores improved significantly for every aspect of the CJM applied to PPH (recognition, analysis, action, evaluation) from the pre- to posttest after using the PPH Minute to Win It. The teaching-learning strategy was positively received by students for the purposes of enhancing engagement and retaining knowledge. CONCLUSION: GBL is effective for incorporating the CJM into the classroom and enhances exposure, knowledge, and retention for specific topics such as PPH. Students associate GBL with increased engagement and learning related to complex course content. [J Nurs Educ. 2021;60(3):159-164.].

Active versus expectant management of the third stage of labor and implementation of a protocol.

Although the focus at delivery may naturally shift to infant transition, continued maternal vigilance during stage 3 is imperative to accomplish a safe outcome for the mother and her newborn. The third stage of labor is a normal physiological progression of birth that may be compounded by serious complications. The most common complication is postpartum hemorrhage due to uterine atony. Clinicians choose either active management or expectant management for stage 3 to prevent excessive maternal blood loss. Rapid identification and response to a postpartum hemorrhage are critical. A multidisciplinary perinatal team at a large Midwest tertiary center led the transition from an expectant to an active-management protocol within the obstetric service. Outcomes included a decrease in the postpartum hemorrhage rate and decreased usage of additional uterotonic medications during the immediate recovery period.

Exploring the role of uterine artery embolization in the management of postpartum hemorrhage.

Postpartum hemorrhage is a potentially life-threatening obstetric emergency that requires prompt nursing and medical interventions. In the majority of cases, initial strategies such as fundal massage and uterotonic medications will effectively stop excessive bleeding. Unfortunately, the incidence and severity of postpartum hemorrhage are on the rise and peripartum hysterectomy remains a life-saving intervention in cases of intractable bleeding. As an emerging alternative to hysterectomy, uterine artery embolization (UAE) has demonstrated success rates of more than 90% in controlling postpartum hemorrhage unresponsive to other therapies. Research to date has shown UAE to be a safe, minimally invasive procedure with few reported complications and minimal effects on future fertility. For patients who are hemodynamically stable with access to an interventional radiology suite, UAE is an important consideration in the treatment of severe postpartum bleeding. This article explores the role of UAE as a part of this management algorithm. The technical aspects of this procedure, reported complications, and effects on future fertility are described. The prophylactic use of intra-arterial balloon catheters in the management of abnormal placentation is also discussed.

Effect of Quantification of Blood Loss on Activation of a Postpartum Hemorrhage Protocol and Use of Resources.

OBJECTIVE: To determine if quantification of blood loss (QBL) would result in fewer activations of postpartum hemorrhage (PPH) protocols than visual estimation of blood loss (EBL) after cesarean birth and to track the use of related resources. DESIGN: Prospective observational trial. SETTING: A tertiary academic medical center in the midwestern United States. PARTICIPANTS: A total of 42 cases of cesarean birth. METHODS: We visually estimated blood loss during cesarean birth and quantified blood loss with colorimetric testing after the surgery. We compared EBL to QBL in four categories, from no hemorrhage to severe PPH, and documented resources used for women placed on the institutional PPH protocol by EBL who did not meet criteria for PPH by QBL. RESULTS: The median EBL was 1,275 ml (interquartile range = 1,100-1,510 ml), and the median QBL was 948 ml (interquartile range = 700-1,267 ml, p < .001). Twenty-four (57%) instances of PPH based on visual EBL would not have been classified as such based on QBL. The most frequently used resources in these cases included laboratory testing and administration of uterotonics. CONCLUSION: Use of QBL during cesarean births would have reduced the number of identified PPHs by more than 50% over visual EBL and may have reduced the resources used as part of care.

Designing and implementing an all Wales postpartum haemorrhage quality improvement project: OBS Cymru (the Obstetric Bleeding Strategy for Wales).

BACKGROUND: Postpartum haemorrhage (PPH) contributes to substantial maternal morbidity. Research into PPH has led to improvements in care which have been incorporated into the Obstetric Bleeding Strategy for Wales. INTERVENTION: A national quality improvement team supported local teams in implementing multiple interventions including risk assessment, objective measurement of blood loss, multiprofessional assessment (at the bedside at 1000 mL blood loss) and point-of-care (POC) testing of coagulation to guide blood product resuscitation during PPH. The project was rolled out to all 12 obstetric units in 2017. The interventions were reinforced by an All Wales Guideline, PPH proforma and standardised training. A national database, biannual audits, and patient and staff surveys reported process and outcome measures. RESULTS: Process measures: during 2017, there was an increase in the percentage of maternities with documented risk assessment (0%-76%), objective measurement of blood loss (52%-88%) and POC testing for coagulation for PPH ≥1500 mL (38%-59%). Maternity staff survey indicated that 94% were aware of the project and 87% stated that it had changed their unit's management of PPH. Interim outcome measures: the incidence (95% CI) of PPH ≥2500 mL per 1000 maternities in 2017 was 6.03 (5.23-6.95). The annual number of women receiving any red blood cell transfusion, level 3 intensive care admission and hysterectomy for PPH was 19.7 (18.2 to 21.3), 0.702 (0.464 to 1.06) and 0.255 (0.129 to 0.504) per 1000 maternities, respectively. CONCLUSIONS: A high level of project awareness across Welsh maternity units has been achieved. Measurement of blood loss was reported to be the most important early change in practice, while PPH documentation and POC testing continue to be embedded. Combining qualitative and quantitative measures to inform implementation has improved project delivery and allowed teams to adapt to local contexts.

Where there is no nurse: an observational study of large-scale mentoring of auxiliary nurses to improve quality of care during childbirth at primary health centres in India.

OBJECTIVE: Clinician scarcity in Low and Middle-Income Countries (LMIC) often results in de facto task shifting; this raises concerns about the quality of care. This study examines if a long-term mentoring programme improved the ability of auxiliary nurse-midwives (ANMs), who function as paramedical community health workers, to provide quality care during childbirth, and how they compared with staff nurses. DESIGN: Quasi-experimental post-test with matched comparison group. SETTING: Primary health centres (PHC) in the state of Bihar, India; a total of 239 PHCs surveyed and matched analysis based on 190 (134 intervention and 56 comparison) facilities. PARTICIPANTS: Analysis based on 335 ANMs (237 mentored and 98 comparison) and 42 staff nurses (28 mentored and 14 comparison). INTERVENTION: Mentoring for a duration of 6-9 months focused on nurses at PHCs to improve the quality of basic emergency obstetric and newborn care. PRIMARY OUTCOME MEASURES: Nurse ability to provide correct actions in managing cases of normal delivery, postpartum haemorrhage and neonatal resuscitation assessed using a combination of clinical vignettes and Objective Structured Clinical Examinations. RESULTS: Mentoring increased correct actions taken by ANMs to manage normal deliveries by 17.5 (95% CI 14.8 to 20.2), postpartum haemorrhage by 25.9 (95% CI 22.4 to 29.4) and neonatal resuscitation 28.4 (95% CI 23.2 to 33.7) percentage points. There was no significant difference between the average ability of mentored ANMs and staff nurses. However, they provided only half the required correct actions. There was substantial variation in ability; 41% of nurses for normal delivery, 60% for postpartum haemorrhage and 45% for neonatal resuscitation provided less than half the correct actions. Ability declined with time after mentoring was completed. DISCUSSION: Mentoring improved the ability of ANMs to levels comparable with trained nurses. However, only some mentored nurses have the ability to conduct quality deliveries. Continuing education programmes are critical to sustain quality gains.