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Z-Coding for Social Contributors to Health in Colorado Federally Qualified Health Centers

imageBackground Federally Qualified Health Centers (FQHC) provide services to individuals facing systemic barriers to health equity and are disproportionately affected by adverse social determinants of health. To better align healthcare services with the needs of those individuals experiencing health inequities, it is essential to screen for and document problematic social contributors to health in electronic health records, which health systems have been mandated to document by 2026. Objectives The aims of this study were to 1) determine the prevalence of documented social contributors to health Z-codes among patients receiving care through Colorado nurse-led FQHCs across urban, rural, and frontier settings; and 2) estimate healthcare utilization and expenditures associated with the presence of documented social contributors to health Z-codes compared to a matched sample of patients without that Z-code documentation. Methods We conducted a secondary analysis of the Colorado All Payers Claim Database. Social contributor of health ICD-10 Z-codes, reflecting problematic social structural circumstances as defined by Healthy People 2030, were extracted from patients receiving care in FQHCs. Social contributor of health-related charges were computed using propensity matching to compare individuals with and without documented social contributors of health. Results Documentation of social contributors of health Z-codes was notably low. Housing instability was the most common Z-code documented. Chronic pulmonary disease, diabetes, and heart disease were the most prevalent comorbidities among those with identified social contributors of health. The majority of patients with social contributors of health Z-codes were insured through Medicaid and lived in rural areas. Persons with documented social contributors of health had significantly higher predicted annual medical expenditures compared to those without documentation. Discussion The low prevalence of social contributors of health coding aligns with previous studies and represents a missed opportunity to provide targeted interventions for populations experiencing adverse social contributors. These findings underscore the need for strategizing and implementing plans to identify and code social contributors of health, especially in facilities serving those experiencing health inequities. Improved documentation of social contributors to health can facilitate data-driven resource allocation and tailored interventions to address adverse social determinants and promote health equity.

Triple cardiovascular disease detection with an artificial intelligence-enabled stethoscope (TRICORDER): design and rationale for a decentralised, real-world cluster-randomised controlled trial and implementation study

Por: Kelshiker · M. A. · Bächtiger · P. · Mansell · J. · Kramer · D. B. · Nakhare · S. · Almonte · M. T. · Alrumayh · A. · Petri · C. F. · Peters · A. · Costelloe · C. · Falaschetti · E. · Barton · C. · Al-Lamee · R. · Majeed · A. · Plymen · C. M. · Peters · N. S.
Introduction

Early detection of cardiovascular disease in primary care is a public health priority, for which the clinical and cost-effectiveness of an artificial intelligence-enabled stethoscope that detects left ventricular systolic dysfunction, atrial fibrillation and cardiac murmurs is unproven but potentially transformative.

Methods and analysis

TRICORDER is a pragmatic, two-arm, multi-centre (decentralised), cluster-randomised controlled trial and implementation study. Up to 200 primary care practices in urban North West London and rural North Wales, UK, will be randomised to usual care or to have artificial intelligence-enabled stethoscopes available for use. Primary care clinicians will use the artificial intelligence-enabled stethoscopes at their own discretion, without patient-level inclusion or exclusion criteria. They will be supported to do so by a clinical guideline developed and approved by the regional health system executive board. Patient and outcome data will be captured from pooled primary and secondary care records, supplemented by qualitative and quantitative clinician surveys. The coprimary endpoints are (i) difference in the coded incidence (detection) of heart failure and (ii) difference in the ratio of coded incidence of heart failure via hospital admission versus community-based diagnostic pathways. Secondary endpoints include difference in the incidence of atrial fibrillation and valvular heart disease, cost-consequence differential, and prescription of guideline-directed medical therapy.

Ethics and dissemination

This trial has ethical approval from the UK Health Research Authority (23/LO/0051). Findings from this trial will be disseminated through publication of peer-reviewed manuscripts, presentations at scientific meetings and conferences with local and national stakeholders.

Trial registration number

NCT05987670

Exploring Nursing Students' Perspectives on Patient Safety Culture in Clinical Settings: A Mixed‐Method Study

ABSTRACT

Background

Patient safety in undergraduate nursing studies is an indispensable component of the curriculum. The process of experiential learning from practice is of high value not only in terms of personal development but also enables students to identify and address critical areas of patient safety that require improvement.

Aim

To explore Czech undergraduate nursing students' perceptions of patient safety culture during clinical practice through a mixed-method sequential study.

Methods

Data were collected between 2021 and 2024 using a mixed-method approach. The quantitative phase utilised the hospital survey on patient safety culture for nursing students. Four hundred and eighty-two undergraduate nursing students from 16 faculties across the Czech Republic participated. The subsequent qualitative phase employed semi-structured interviews with 12 undergraduate nursing students from one faculty in the Czech Republic. Descriptive and inferential statistical methods were used to analyse quantitative results, complemented by a reflective thematic analysis of qualitative data.

Results

The most negatively rated survey dimensions were ‘Frequency of events reported’ (37.0%) and ‘Nonpunitive responses to errors’ (42.4%). Predictors for reporting adverse events in clinical practice were ‘Indicators of good practice’ (p ≤ 0.05). Based on the quantitative phase, the interpretive journey of nursing students' experiences from Exposure to adverse events, through Feeling disconnected and Cognitive dissonance, to the necessity of Speaking up for patient safety culture was captured in the qualitative phase.

Conclusions

Nursing students struggle to engage in a patient safety culture, particularly in reporting adverse events during clinical practice. Strengthening education on reporting and standards is essential for students, along with professional development for clinical staff to align practices and cultures.

Pain Assessment and Management in Dementia Care: Qualitative Perspectives of People With Dementia, Their Families, and Healthcare Professionals

ABSTRACT

Aim

Pain is under-assessed and under-treated among people living with dementia. This study aims to explore the perspectives of people with dementia, family carers, and healthcare professionals regarding their experiences and needs for pain assessment and management.

Design

A qualitative descriptive approach.

Methods

Between May and August 2023, people with early-stage dementia (n = 6), their family carers (n = 7), and healthcare professionals (n = 10) from four Australian states participated in semi-structured interviews, online or by telephone. Most of the participants were female. Work experience of healthcare professionals and caring experience of carers ranged from 3–40 and 2–8 years, respectively. Following transcription, the data were analysed using inductive thematic analysis.

Results

Four main themes and 10 subthemes were identified. Main themes were (1) communications to identify pain in people with dementia, (2) pain assessment in people with dementia, (3) pain management strategies, and (4) training in pain and dementia care. Healthcare professionals and family carers reported challenges in pain identification. People with dementia also mentioned their pain being unrecognised by carers. Facilitators included familiarity and communication with people with dementia and family carers. Non-verbal cues and unusual behaviours were commonly used to identify pain, and a personalised pain assessment approach was highlighted. Non-pharmacological strategies were used as the first-line therapy to manage pain. However, a lack of knowledge and training in pain and dementia care indicated the need for a training program (e.g., a self-paced online short course).

Conclusions

Pain assessment and management in people with dementia is challenging, primarily due to communication barriers and a lack of skill training. Formal pain assessment and management training and efficient, easy-to-use pain assessment tools are needed to address this.

Implications for the Profession and/or Patient Care

Limited communication capacity in people with dementia and lack of training in carers are key challenges regarding pain assessment and management in people with dementia. Improved training in communication, pain assessment, and management skills may help to address these challenges.

Impact

This study addressed a lack of knowledge and skills for healthcare professionals and family carers in effective pain assessment and management in people with dementia. Collaborative communication among different stakeholders and skills training may overcome the challenges and barriers.

Reporting Method

COREQ guidelines were followed when reporting this study.

Patient or Public Contribution

Healthcare professionals, people with dementia, and family carers contributed to the design of interview questions and data collection.

Missed nursing care as reported by paediatric nurses: A cross‐sectional study

Abstract

Aims

Missed nursing care (MNC) significantly affects patient safety and quality of care. It is a widely used concept that has been studied in different settings, but research in paediatric care is quite limited. Therefore, this descriptive cross-sectional study aimed to report the prevalence, patterns, correlates, factors and predictors of MNC in paediatric care units in two central European countries.

Design

A cross-sectional comparative study.

Methods

Data collection was carried out between June and November 2021 using the MISSCARE Survey-Pediatric. The study included 441 registered nurses working in paediatric care units in the Czech Republic and Slovakia. Data were analysed using descriptive and inferential statistics in the SPSS 25.0 statistical program.

Results

Almost all nurses, 92.7% of nurses missed at least one nursing activity during the last shift. The most missed care activity in both countries was the promotion of neuroevolutionary development, and the most prominent reasons were labour resources. MNC was weakly but significantly correlated with nurse experience in the current position and was predicted by the country, nurse education and overtime hours (p ≤ .05). Differences in prevalence of MNC and reasons for MNC were identified based on several variables (p ≤ .05).

Conclusion

The assessment of MNC in paediatric settings is often a neglected area, although the prevalence in this study was moderate.

Implications for the Profession and/or Patient Care

Nurse staff shortages, as a global problem, have many impacts on patient outcomes in the delivery of nursing care. However, there are also many factors that can reduce the prevalence of MNC. More research should focus on a closer examination of these factors that involve hospital and nurse variables.

Reporting Method

The study was carried out according to the STROBE checklist and the RANCARE guideline.

Patient or Public Contribution

No patient or public contribution.

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