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OBJECTIVE: Evidence of geographical variation in total hip replacement (THR) and deviations from treatment guidelines persists. In this exploratory study, we aim to gain an in-depth understanding of patients' healthcare trajectories by identifying and visualising medication use patterns in coxarthrosis patients before surgery. We examine their association with patient characteristics and THR, and compare them with recommendations on mild analgesics, opioid prescription and exhaustion of conservative therapy. METHODS: In this exploratory study, we apply State Sequence Analysis (SSA) on German health insurance data (2012-2015). We analyse a cohort of coxarthrosis patients, half of whom underwent THR after a 1 year observation period and half of whom did not undergo surgery until at least 1 year after the observation period. Hierarchical states are defined based on prescriptions. We construct sequences, calculate sequence similarity using optimal matching and identify medication use patterns via clustering. Patterns are visualised, descriptive statistics are presented and logistic regression is employed to investigate the association of medication patterns with subsequent THR. RESULTS: Seven distinct medication use patterns are identified, correlating strongly with patient characteristics and subsequent THR. Two patterns leading to THR demonstrate exhaustion of pharmacological therapy. Opioid use is concentrated in two small patterns with low odds for THR. The most frequent pattern lacks significant pharmacological therapy. CONCLUSIONS: This SSA uncovers heterogeneity in medication use patterns before surgery in coxarthrosis patients. Cautious opioid handling and adherence to a stepped prescription approach are observed, but many patients display low medication therapy usage and lack evidence of exhausting conservative options before surgery.

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INTRODUCTION: Historically, diseases and non-battle injuries (DNBI) typically stand for 70%‒95% of all medical events during military missions. There is, however, no comprehensive compilation of medical statistics for Swedish soldiers during deployment. METHOD: During United Nations Multidimensional Integrated Stabilization Mission in Mali, climate data and medical outpatient health surveillance data were compiled for Swedish soldiers deployed to Timbuctoo, between 2015 and 2019. Correlations between climate data and medical outpatient health surveillance data were analysed. RESULTS: Battle injuries accounted for 0.4% of the visits to healthcare, while diseases accounted for 53.6%, and non-battle injuries for 46%, the majority being musculoskeletal injuries. The combination of high temperature, humidity, sun radiation and good visibility, during summer rotation weeks, caused more events of injuries and heat stress than any other period. CONCLUSION: Musculoskeletal injuries were the major cause for visits to the Swedish camp hospital. Injuries and heat stress increased during periods of high temperature, humidity, sun radiation and good visibility. Lack of medical data, i.e. unknown number of unique patients seeking healthcare, cause codes not always connected to a primary diagnosis, and revisits not being connected to a diagnose, complicated interpretation of health risk factors.

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INTRODUCTION: The treatment of cancer is associated with high risk for toxicity and high cost. Strategies to enhance the value, quality, and safety of cancer care are often managed independently of one another. Oncology stewardship is a potential framework to unify these efforts and enhance outcomes. This landscape survey establishes baseline information on oncology stewardship in the United States. METHODS: The Hematology/Oncology Pharmacy Association (HOPA) distributed a 38-item survey composed of demographic, institutional, clinical decision-making, support staff, metrics, and technology sections to 675 HOPA members between 9 September 2022 and 9 October 2022. RESULTS: Most organizations (78%) have adopted general pharmacy stewardship practices; however, only 31% reported having established a formalized oncology stewardship team. More than 70% of respondents reported implementation of biosimilars, formulary management, and dose rounding as oncology stewardship initiatives in both inpatient and outpatient settings. Frequently cited barriers to oncology stewardship included lack of clinical pharmacist availability (74%), lack of oncology stewardship training (62%), lack of physician/provider buy-in (32%), and lack of cost-saving metrics (33%). Only 6.6% of survey respondents reported their organization had defined "value in oncology." Lack of a formalized stewardship program was most often cited (77%) as the rationale for not defining value. CONCLUSIONS: Less than one-third of respondents have established oncology stewardship programs; however, most are providing oncology stewardship practices. This manuscript serves as a call to action for stakeholders to work together to formalize oncology stewardship programs that optimize value, quality, and safety for patients with cancer.

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OBJECTIVES: The role of the hospital pharmacist is evolving, and in many countries pharmacists play an increasingly patient-centred role in healthcare. This study aimed to investigate the development of Danish hospital clinical pharmacy services from 2008 to 2023 and compare their current state to the European Association of Hospital Pharmacists (EAHP) statements of clinical pharmacy services. METHODS: Four Danish reports describing the current state of clinical pharmacy in Danish hospitals released in 2008, 2013, 2019 and 2023 were analysed and compared. The reports' data were obtained through questionnaires sent to all hospital pharmacies in Denmark. Data on staff resources and the clinical pharmacy services provided by all hospital pharmacies were extracted, analysed using descriptive statistics and compared with the EAHP statements of hospital clinical pharmacy services. RESULTS: The number of clinical pharmacists increased by 85% from 2008 to 2023, and the number of pharmaconomists (Danish title of a healthcare professional with responsibilities comparable to a pharmacy technician) increased by 59% from 2013 to 2023. In 2023, there were 2.77 pharmaconomists for every pharmacist employed. The pharmaconomist ratio/100 beds increased from 1.93 in 2013 to 3.92 in 2023. The pharmacist ratio/100 beds increased from 0.54 in 2008 to 1.41 in 2023. In 2023, the main patient-level services provided by pharmacists were medication reviews, medication histories and reconciliation, and dispensing and administration. The main pharmaconomist services were dispensing and administration, medication histories and reconciliation, and prescription reviews. The time spent on clinical pharmacy services shifted towards patient-level services over the years. Furthermore, clinical pharmacy services shifted towards greater fulfilment of the EAHP statements. CONCLUSIONS: By providing an overview and comparing Danish clinical pharmacy services to the EAHP statements, we have identified areas for further development, such as the hospital pharmacist being an integral part of all patient care teams, to guide future research and practice.

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Bullying, discrimination, and harassment (BDH) within healthcare teams is a global issue that risks healthcare worker wellbeing, patient safety, public health, and industry reputations. Collectively, fragmented regulation, weak detection and correction processes, conflicts of interest, and fear of retribution for complainants create an environment that enables perpetrators. Specialty training Colleges and other stakeholders can collaborate to address this issue more effectively. This paper examines Australian processes and proposes that the existing disparate mechanisms should be replaced with a national BDH framework that is supported by an independent investigation body. The authors seek to stimulate discussion to reform practice in Australia and in other countries with similar health systems.

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BACKGROUND: The central component in impactful healthcare decisions is evidence. Understanding how nurse leaders use evidence in their own managerial decision making is still limited. This mixed methods systematic review aimed to examine how evidence is used to solve leadership problems and to describe the measured and perceived effects of evidence-based leadership on nurse leaders and their performance, organizational, and clinical outcomes. METHODS: We included articles using any type of research design. We referred nurses, nurse managers or other nursing staff working in a healthcare context when they attempt to influence the behavior of individuals or a group in an organization using an evidence-based approach. Seven databases were searched until 11 November 2021. JBI Critical Appraisal Checklist for Quasi-experimental studies, JBI Critical Appraisal Checklist for Case Series, Mixed Methods Appraisal Tool were used to evaluate the Risk of bias in quasi-experimental studies, case series, mixed methods studies, respectively. The JBI approach to mixed methods systematic reviews was followed, and a parallel-results convergent approach to synthesis and integration was adopted. RESULTS: Thirty-one publications were eligible for the analysis: case series (n = 27), mixed methods studies (n = 3) and quasi-experimental studies (n = 1). All studies were included regardless of methodological quality. Leadership problems were related to the implementation of knowledge into practice, the quality of nursing care and the resource availability. Organizational data was used in 27 studies to understand leadership problems, scientific evidence from literature was sought in 26 studies, and stakeholders' views were explored in 24 studies. Perceived and measured effects of evidence-based leadership focused on nurses' performance, organizational outcomes, and clinical outcomes. Economic data were not available. CONCLUSIONS: This is the first systematic review to examine how evidence is used to solve leadership problems and to describe its measured and perceived effects from different sites. Although a variety of perceptions and effects were identified on nurses' performance as well as on organizational and clinical outcomes, available knowledge concerning evidence-based leadership is currently insufficient. Therefore, more high-quality research and clinical trial designs are still needed. TRAIL REGISTRATION: The study was registered (PROSPERO CRD42021259624).

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OBJECTIVE: The emergency department (ED) is pivotal in treating serious injuries, making it a valuable source for population-based injury surveillance. In Victoria, information that is relevant to injury surveillance is collected in the Victorian Emergency Minimum Dataset (VEMD). This study aims to assess the data quality of the VEMD as an injury data source by comparing it with the Victorian Admitted Episodes Dataset (VAED). DESIGN: A retrospective observational study of administrative healthcare data. SETTING AND PARTICIPANTS: VEMD and VAED data from July 2014 to June 2019 were compared. Including only hospitals contributing to both datasets, cases that (1) arrived at the ED and (2) were subsequently admitted, were selected. RESULTS: While the overall number of cases was similar, VAED outnumbered VEMD cases (414 630 vs 404 608), suggesting potential under-reporting of injuries in the ED. Age-related differences indicated a relative under-representation of older individuals in the VEMD. Injuries caused by falls or transport, and intentional injuries were relatively under-reported in the VEMD. CONCLUSIONS: Injury cases were more numerous in the VAED than in the VEMD even though the number is expected to be equal based on case selection. Older patients were under-represented in the VEMD; this could partly be attributed to patients being admitted for an injury after they presented to the ED with a non-injury ailment. The patterns of under-representation described in this study should be taken into account in ED-based injury incidence reporting.

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OBJECTIVE: This paper describes how the administrative leadership of 1 physical therapy department curated, implemented, and evaluated a culturally responsive administrative support strategy to foster a positive working environment. Authors summarize participants' perceptions of culturally responsive practices using climate survey data. METHODS: This case occurred in the physical therapy and rehabilitation science department at an American academic medical center. The department administers 5 educational programs, 3 faculty practices, a community clinic, and a robust research enterprise, and employs over 100 employees. After a historic socio-cultural event, administrators implemented a series of actions to understand the needs of department employees and to respond in a culturally responsive manner. Interventions included supportive activities, educational opportunities, and community-building events. The department administered an annual climate survey to assess the employees' perceptions of the working climate, perceived impacts of the culturally responsive interventions, and suggestions for improving department climate. Survey analysis included frequency statistics (STATA Version 17; StataCorp LLC; College Station, Texas, USA) and thematic content analysis with sensitizing concepts from a culturally responsive practice framework previously applied in primary and secondary school settings. RESULTS: A total of 131 employees participated in the annual climate survey from 2020 to 2022. Employees' confidence to identify and address microaggressions in working environments showed trends of overall improvement, and overall self-reported experiences with racial discrimination decreased. Participants reported positive trends in addressing discrimination among colleagues, but difficulty addressing offensive behaviors perpetrated by patients. CONCLUSION: Findings suggest that culturally responsive interventions are associated with positive trends in employee climate. Interventions tailored to the audience and curated to deepen cultural knowledge, enhance self-awareness, and validate others, fostered a shared commitment to cultural equity. IMPACT: Administrative leaders have a role in fostering an inclusive climate by capitalizing on culturally significant teachable moments with sound culturally responsive strategy, bi-directional culturally sensitive communication, individual development, and collective action.

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INTRODUCTION: The prevalence of unintended pregnancy (UIP) in the United States is high among active-duty service women (ADSW). OBJECTIVE: To estimate the number of UIPs and the impact these pregnancies have on the ability to meet Women, Peace and Security objectives as measured by maximum potential readiness days lost (mRDL). METHODS: Using data from the Military Health System Data Repository, ADSW aged 18 to 44 years, were identified from fiscal year (FY) 2019 data. Deliveries were identified using Medicare Severity Diagnosis-Related Group codes. The estimated number of UIPs was calculated by multiplying both the number of ADSW and the number of deliveries by age-adjusted rates of UIP. Post partum women do not have to meet height and weight standards or complete a physical fitness test for up to 365 days after a full-term delivery. Lost readiness days were calculated by multiplying the number of UIPs by 365 days. Data were stratified by age, race, rank and branch of service. RESULTS: A total of 230 596 ADSW were identified in FY2019. Using the number of ADSW, an estimated 12 683 ADSW experienced an unintended pregnancy, resulting in an estimated 4 629 215 mRDL. Using the number of deliveries, an estimated 6785 deliveries were a result of UIPs, resulting in an estimated 2 476 364 mRDL. The highest estimates of UIPs were among ADSW aged 18 to 24 years, of White race, in a Junior Enlisted rank and in the Army. CONCLUSION: Estimates of UIPs among ADSW would result in considerable impact on their military career. Dealng with UIPs proactively, by encouraging comprehensive family planning and instituting additional reproductive health policies for service members by ensuring that service members can make informed decisions about their reproductive health while maintaining operational effectiveness, is important for meeting United States Department of Defense Women, Peace and Security objectives.

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INTRODUCTION: Australia's ageing population is driving an increased demand for residential aged care services, yet concerns about the quality and safety of such care remain. The recent Royal Commission into Aged Care Quality and Safety identified various limitations relating to leadership within these services. While some competency frameworks exist globally, there is a need for sector-specific leadership competencies in the Australian residential aged care setting to promote and protect quality of care. METHODS AND ANALYSIS: This study uses the Delphi technique to establish the content validity of a national leadership framework (RCSM-QF) for promoting and protecting the quality of residential aged care in Australia. Participants will be identifiable experts through current employment within, policy development for or research with the aged care sector. The survey will ask participants to rate the relevance, importance and clarity of RCSM-QF items and their corresponding descriptions and seek suggestions for revisions or additional items. Content validity will be assessed using the Content Validity Index, with items meeting specific criteria retained, revised, or removed. ETHICS AND DISSEMINATION: Ethics approval has been sought via the James Cook University Human Research Ethics Committee (HREC) to ensure the well-being and convenience of participants while mitigating potential recruitment challenges. Data will be prepared for submission to an appropriate peer-reviewed journal and presentation at relevant academic conferences.

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PURPOSE: Providing patient access to precision oncology (PO) is a major challenge of clinical oncologists. Here, we provide an easily transferable model from strategic management science to assess the outreach of a cancer center. METHODS: As members of the German WERA alliance, the cancer centers in Würzburg, Erlangen, Regensburg and Augsburg merged care data regarding their geographical impact. Specifically, we examined the provenance of patients from WERA´s molecular tumor boards (MTBs) between 2020 and 2022 (n = 2243). As second dimension, we added the provenance of patients receiving general cancer care by WERA. Clustering our catchment area along these two dimensions set up a four-quadrant matrix consisting of postal code areas with referrals towards WERA. These areas were re-identified on a map of the Federal State of Bavaria. RESULTS: The WERA matrix overlooked an active screening area of 821 postal code areas - representing about 50 % of Bavaria´s spatial expansion and more than six million inhabitants. The WERA matrix identified regions successfully connected to our outreach structures in terms of subsidiarity - with general cancer care mainly performed locally but PO performed in collaboration with WERA. We also detected postal code areas with a potential PO backlog - characterized by high levels of cancer care performed by WERA and low levels or no MTB representation. CONCLUSIONS: The WERA matrix provided a transparent portfolio of postal code areas, which helped assessing the geographical impact of our PO program. We believe that its intuitive principle can easily be transferred to other cancer centers.

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BACKGROUND: The learning health system (LHS) concept is a potential solution to the challenges currently faced by primary care. There are few descriptions of the barriers and facilitators to achieving an LHS in general practice, and even fewer that are underpinned by implementation science. This study aimed to describe the barriers and facilitators to achieving an LHS in primary care and provide practical recommendations for general practices on their journey towards an LHS. METHODS: This study is a secondary data analysis from a qualitative investigation of an LHS in a university-based general practice in Sydney, Australia. A framework analysis was conducted using transcripts from semistructured interviews with clinic staff. Data were coded according to the theoretical domains framework, and then to an LHS framework. RESULTS: 91% (n=32) of practice staff were interviewed, comprising general practitioners (n=15), practice nurses (n=3), administrative staff (n=13) and a psychologist. Participants reported that the practice alignment with LHS principles was influenced by many behavioural determinants, some of which were applicable to healthcare in general, for example, some staff lacked knowledge about practice policies and skills in using software. However, many were specific to the general practice environment, for example, the environmental context of general practice meant that administrative staff were an integral part of the LHS, particularly in facilitating partnerships with patients. CONCLUSIONS: The LHS journey in general practice is influenced by several factors. Mapping the LHS domains in relation to the theoretical domains framework can be used to generate a roadmap to hasten the journey towards LHS in primary care settings.

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Background: Previous investigations of multiple sclerosis (MS)-related healthcare have focused on utilisation of specific individual health services (e.g. hospital care, office-based neurologists) by people with MS (PwMS). Meanwhile, little is known about possible patterns of utilisation across health services and their potential differences across patient characteristics. Objective: To comprehensively analyse and identify patterns of MS-related health service utilisation and detect patient characteristics explaining such patterns. Methods: In 2021, we invited all PwMS insured by the largest insurance company in Lower Saxony, Germany, to take part in an online survey. We merged respondents' survey and health insurance claims data. We analysed MS-related health service utilisation and defined individual characteristics for subgroup analyses based on Andersen's Behavioural Model. We executed non-parametric missing value imputation and conducted hierarchical clustering to find patterns in health service utilisation. Results: Of 6928 PwMS, 1935 responded to our survey and 1803 were included in the cluster analysis. We identified four distinct health service utilisation clusters: (1) regular users (n = 1130), (2) assistive care users (n = 443), (3) low users (n = 195) and (4) special services users (n = 35). Clusters differ by patient characteristics (e.g. age, impairment). Conclusion: Our findings highlight the complexity of MS-related health service utilisation and provide relevant stakeholders with information allowing them to tailor healthcare planning according to utilisation patterns.

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OBJECTIVES: Career self-management is believed to be a critical behaviour in the new career era. However, the underlying mechanisms that stimulate nurses' career self-management are unclear. The aim of this study was to examine the mediating effect of self-efficacy and the moderating effect of proactive personality on the relationship between perceived organisational support and career self-management among nurses. DESIGN: This was a cross-sectional survey. SETTING AND PARTICIPANTS: A total of 1866 nurses from 15 hospitals across 15 cities in China were recruited for this study. PRIMARY AND SECONDARY OUTCOME MEASURES: The Perceived Organizational Support Scale, General Self-efficacy Scale, Proactive Personality Scale and Individual Career Management Questionnaire were used. Data were analysed using moderated mediation regressions with Hayes' PROCESS macro in SPSS version 26.0. RESULTS: General self-efficacy mediated the relationship between perceived organisational support and career self-management. Proactive personality moderated the direct (B=0.043, p<0.001, 95% CI 0.026 to 0.060) and indirect relationship (B=0.098, p<0.001, 95% CI 0.074 to 0.123) between perceived organisational support and career self-management. Further, the positive effects of perceived organisational support on general self-efficacy and career self-management were stronger for nurses with a high level of proactive personality. The model explained 47.2% of the variance in career self-management. CONCLUSION: The findings highlight the crucial benefits of self-efficacy and important conditional effects of perceived organisational support on nurses' career self-management.

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OBJECTIVES: Interhospital patient transfers have become routine. Known drivers are access to specialty care and non-clinical reasons, such as limited capacity. While emergency medical services (EMS) providers act as main patient transfer operators, the impact of interhospital transfers on EMS service demand and fleet management remains understudied. This study aims to identify patterns in regional interhospital patient transfer volumes and their spatial distribution, and to discuss their potential implications for EMS service demand and fleet management. DESIGN: A retrospective study was performed analysing EMS transport data from the province of Drenthe in the Netherlands between 2013 and 2019 and public hospital listings. Yearly volume changes in urgent and planned interhospital transfers were quantified. Further network analysis, including geomapping, was used to study how transfer volumes and their spatial distribution relate to hospital specialisation, and servicing multihospital systems. Organisational data were considered for relating transfer patterns to fleet changes. SETTING: EMS in the province of Drenthe, the Netherlands, 492 167 inhabitants. PARTICIPANTS: Analyses are based on routinely collected patient data from EMS records, entailing all 248 114 transports (137 168 patients) of the Drenthe EMS provider (2013-2019). From these interhospital transports were selected (24 311 transports). RESULTS: Interhospital transfers represented a considerable (9.8%) and increasing share of transports (from 8.6% in 2013 to 11.3% in 2019). Most transfers were related to multihospital systems (47.3%, 11 509 transports), resulting in a considerable growth of planned EMS transports (from 2093 in 2013 to 3511 in 2019). Geomapping suggests increasing transfer distances and diminishing resource efficiencies due to lacking follow-up rides. Organisational data clarify how EMS fleets were adjusted by expanding resources and reorganising fleet operation. CONCLUSIONS: Emerging interhospital network transfers play an important role in EMS service demand. Increased interhospital transport volumes and geographical spread require a redesign of current EMS fleets and management along regional lines.

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BACKGROUND: Despite nurses receiving education on how to respond during crises, the stress and demands arising from unprecedented situations, such as the COVID-19 pandemic, may affect their work engagement. AIM: To appraise and synthesize studies examining work engagement among nurses in the context of the COVID-19 pandemic. METHODS: It is a systematic review in which three databases were searched. Critical appraisal tools and PRISMA guidelines were used. Content analysis was performed. ETHICAL CONSIDERATIONS: Ethical approval was not required for this systematic review. FINDINGS: A total of 21 studies were included. The results were classified into three categories: (1) levels and meanings of work engagement, (2) the relationship of work engagement with various factors, and (3) measures to enhance work engagement. CONCLUSION: The review revealed that nurses' work engagement varied from moderate to high. Factors such as education level and work schedule flexibility influenced their engagement. Positive associations were found between work engagement and job satisfaction, intention to stay, and organizational support, while stress and workload showed negative relationships. The crucial role of health policymakers, hospital administrators, and nurse managers in acting ethically, creating favorable working conditions and fostering nurses' work engagement was emphasized.

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OBJECTIVES: This study aimed to investigate the current status of innovative behaviours among nurses in traditional Chinese medicine (TCM) hospitals using latent profile analysis, identify potential subgroups and their population characteristics and explore factors associated with different categories. DESIGN: Cross-sectional study. SETTING: Six TCM hospitals in Anhui, China. PARTICIPANTS: From 1 April 2023 to 31 July 2023, a total of 642 registered nurses with more than 1 year of work experience were recruited from the clinical departments of six TCM hospitals using a stratified cluster sampling method. 529 valid questionnaires were recovered, presenting a validity rate of 82.40%. PRIMARY AND SECONDARY OUTCOME MEASURES: Data were collected through online surveys containing a sociodemographic questionnaire, the Nurse Innovative Behaviour Scale, the Nurse Adversity Quotient Self-Evaluation Scale and the Conditions for Work Effectiveness Questionnaire-II. Latent profile analysis was performed to identify categorisation features of nurses' innovative behaviour in TCM hospitals. Multiple logistic regression analyses were used to investigate associated factors with profile membership. RESULTS: TCM hospital nurses' innovative behaviours were mainly classified into three types of latent profiles: low innovative behaviour (35.3%), moderate innovative behaviour (48.4%) and high innovative behaviour (16.3%). The results of multiple logistic regression analyses indicated that gender, monthly income, department, hospital level, position, nurse competency level, any training attended related to TCM knowledge and skills, adversity quotient level and structural empowerment level were the influencing factors for the potential profiles. CONCLUSIONS: The innovative behaviour of nurses in TCM hospitals can be classified into three categories. Studying the heterogeneity of the innovative behaviour of nurses in TCM hospitals and its associated factors provides evidence for nursing administrators and educators to develop individualised interventions based on each latent characteristic to improve the innovative behaviour of nurses in TCM hospitals. It is of great significance to the heritage and innovative development of TCM nursing.

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INTRODUCTION: Achieving universal health coverage requires using research evidence to inform decision-making. However, little information is available on the use of research evidence in planning in lower middle-income countries, including Tanzania. This paper presents a protocol that aims to investigate the usage of research evidence in health planning, determinants and readiness of the planning team members to use knowledge translation tools in Tanzania. METHODS AND ANALYSIS: This study will employ a sequential exploratory mixed-methods design, with participants selected from national, regional and council levels. Qualitative data will be collected through a maximum of 52 in-depth interviews and 12 focused group discussions until saturation. To collect quantitative data, a structured questionnaire will be used to survey 422 participants, and a document review will be conducted from health facilities. Qualitative data will be analysed using thematic analysis, while descriptive and inferential analyses will be employed for quantitative data. ETHICS AND DISSEMINATION: The study participants will provide written informed consent, and all recorded data will be stored on a secured research server accessible only to the investigators. Ethical approval has been obtained from the University of Dodoma Research Ethics Committee (ref. MA.84/261/02/'A'/64/91). The findings of this study will inform policymakers, researchers and implementers in the country on the use of research evidence in decision-making. We will disseminate our findings through publications, conferences, workshops and interactive communication with national, regional, council and health facility planning teams.

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OBJECTIVES: Diabetic ketoacidosis (DKA) is a serious complication in patients treated with sodium-glucose co-transporter 2 inhibitors (SGLT2i). The aim of this study was to investigate the relationship between SGLT2i and the risk of DKA, and to identify high-risk groups and characteristics that should be emphasised. METHODS: A retrospective case series study was conducted to collect medical records of inpatients diagnosed with DKA and using SGLT2i before the onset of the disease from September 2022 to September 2023 in a tertiary hospital in Shanghai. Cases that met the inclusion criteria were retrieved through the electronic medical record system. Information was collected to compare the risk of DKA in patients with different characteristics. RESULTS: A total of 21 patients (12 men and 9 women) met the criteria for SGLT2i-associated DKA. The mean diabetes duration was 10.4 years, with 47.6% (10/21) of patients diagnosed with euglycaemic DKA. The drug treatment regimen most commonly used was the combination of SGLT2i and metformin, representing 52.4% (11/21) of cases. The most common clinical symptoms were nausea, vomiting, abdominal pain and malaise. Common predisposing factors were acute infections, acute pancreatitis (predominantly hyperlipidaemic type), dietary inappropriateness, acute cardiovascular and cerebrovascular events and surgery. 71.4% of patients (15/21) had multiple risk factors. CONCLUSION: The use of SGLT2i in diabetic patients is associated with an increased risk of DKA, particularly in the presence of predisposing factors such as infection. Furthermore, long diabetes duration, decreased pancreatic ß-cell function and the combined use of metformin may also contribute to the risk of DKA in patients treated with SGLT2i. The findings of this study provide valuable insights for better identification and management of DKA risks associated with SGLT2i in clinical practice.

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OBJECTIVES: In April 2012, the Japanese government launched a new nursing service called the nursing small-scale multifunctional home care (NSMHC) to meet the nursing care demands of individuals with moderate-to-severe activities of daily living (ADLs) dysfunction and who require medical care, thereby allowing them to continue living in the community. We aimed to preliminarily analyse the characteristics of first-time users of NSMHC service. DESIGN: This pooled cross-sectional study used the Japanese long-term care insurance (LTCI) claims data from the users' first use of NSMHC (from April 2012 to December 2019). SETTING: NSMHC includes nursing home visits, home care, daycare, overnight stays and medical treatment. PARTICIPANTS: The study population included LTCI beneficiaries who received their first long-term care requirement certification in Japan from April 2012 onwards, died between April 2012 and December 2019, and used any LTCI service at least once. RESULTS: Among the 836 563 individuals who used any LTCI service at least once, 3957 (0.47%) used NSMHC. We analysed 3634 individuals without any missing data regarding long-term care requirement certification. Most individuals were aged 80 years or older, with 64.3% requiring care level 3 or above, indicating complete assistance with ADLs. Regarding ADLs in individuals with dementia, 70.6% were at level 2 or below, indicating they can live almost independently even with dementia. A large proportion of NSMHC users availed the service approximately 6 months before death, with no prior use of any LTCI services; they continued using the service for around 4 months, although some people continued to use NSMHC until their month of death. CONCLUSIONS: Using individual data on nationwide LTCI, we described the characteristics of first-time users of NSMHC among those who died within 7.5 years from the first certification of care needs. Further studies are needed to investigate the effect of NSMHC use on user outcomes.

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