Safety and Immunogenicity of the Heterologous 2-Dose Ad26.ZEBOV, MVA-BN-Filo Vaccine Regimen in Health Care Providers and Frontliners of the Democratic Republic of the Congo.

BACKGROUND: In response to recent Ebola epidemics, vaccine development against the Zaire ebolavirus (EBOV) has been fast-tracked in the past decade. Health care providers and frontliners working in Ebola-endemic areas are at high risk of contracting and spreading the virus. METHODS: This study assessed the safety and immunogenicity of the 2-dose heterologous Ad26.ZEBOV, MVA-BN-Filo vaccine regimen (administered at a 56-day interval) among 699 health care providers and frontliners taking part in a phase 2, monocentric, randomized vaccine trial in Boende, the Democratic Republic of Congo. The first participant was enrolled and vaccinated on 18 December 2019. Serious adverse events were collected up to 6 months after the last received dose. The EBOV glycoprotein FANG ELISA (Filovirus Animal Nonclinical Group enzyme-linked immunosorbent assay) was used to measure the immunoglobulin G-binding antibody response to the EBOV glycoprotein. RESULTS: The vaccine regimen was well tolerated with no vaccine-related serious adverse events reported. Twenty-one days after the second dose, an EBOV glycoprotein-specific binding antibody response was observed in 95.2% of participants. CONCLUSIONS: The 2-dose vaccine regimen was well tolerated and led to a high antibody response among fully vaccinated health care providers and frontliners in Boende.

Clinic-based perspectives on the integration of patient-reported outcomes (PROs) in a tertiary cancer center.

PURPOSE: This study examines providers' and clinic staff's perspectives on patient-reported outcomes (PROs) implementation at an academic medical center. METHODS: An anonymous and voluntary survey was administered to Henry Ford Cancer providers and clinic staff 18 months after PROs program implementation in September 2020, to obtain their feedback on perceived barriers, impact on workflows, and PROs administration frequency in routine cancer care. RESULTS: A total of 180 providers and 40 clinic staff were invited to complete the survey; 31% and 63% completed the survey, respectively. Approximately 68% of providers reported that electronically integrated PROs scores were either beneficial or somewhat beneficial to their patients, while only 28% of the clinic staff reported that PROs were beneficial or somewhat beneficial to patients. According to the clinic staff, the most common barriers to PROs completion included lack of patients' awareness of the utility of the program with respect to their care, patients' health status at check-in, and PROs being offered too frequently. CONCLUSION: There is favorable acceptance of the PROs program by providers, but clinic staff found it less favorable. Interventions to address barriers and improve program engagement are needed to ensure broad adoption of PROs in oncology practice.

A survey of environmental sustainability in Japanese dialysis facilities.

BACKGROUND: Dialysis practice has a particularly high environmental impact, including responsible for carbon emissions and climate change. Insufficient research has been conducted on environmental sustainability activities in dialysis therapy in Japan. METHODS: We conducted an online Green Survey comprising 30 question items based on a previously conducted survey in Australia. Between August and September 2023, this was sent to members of the Japanese Association of Dialysis Physicians, including hospital and clinic physicians, working across 885 dialysis facilities in Japan. RESULTS: In total, 255 (29%) facilities responded to the survey. More than half of the facilities (n = 157; 61.6%) responded that they did not have a strategy, policy, or action plan for environmental sustainability. In four-fifths of the facilities (n = 208; 81.6%), no "green team" or committee had been formed to promote environmental protection. By contrast, most of the surveyed facilities had emergency strategies for natural disasters, such as covering for patient visits and staff commuting during extreme weather conditions (n = 169; 66.3%), water shortages (n = 159; 62.4%), and power outages (n = 188; 73.7%). CONCLUSIONS: Following the UK, Australia and New Zealand, and Portugal, this is the fourth Green Survey to be conducted, and the first on environmental sustainability among kidney health-care providers in Japan. The results indicated that daily activities for environmental protection are still lacking at many facilities, even though the management of dialysis treatment during a natural disaster is well conducted.

Perceptions on violence against women and its impacts on mental health and response mechanisms among community-based stakeholders: a qualitative study from Nepal.

BACKGROUND: Violence against women (VAW) is a significant public health problem. With the emergence of the COVID-19 pandemic, the frequency and severity of VAW has escalated globally. Approximately one in four women in Nepal have been exposed to either physical, psychological, and/or sexual violence in their lifetime, with husbands or male partners being the perpetrators in most cases. VAW prevention has been under-researched in low- and middle-income countries, including Nepal. This study aims to explore the perspectives of local stakeholders, including healthcare providers and survivors of violence in Madhesh Province. The overarching goal is to provide insights for designing prevention and support programs that are acceptable to communities and cater to the needs of survivors. METHODS: An explorative qualitative study was conducted in Madhesh Province, southern Nepal. A total of 21 interviews, including 15 in-depth interviews (IDIs) with health care providers, three IDIs with women seeking general or maternal and child health services at health care centres, three key informant interviews with the local stakeholders working in the field of VAW, and one focus group discussion with violence survivors, were conducted in Nepali by trained field interviewers. Interviews were recorded, transcribed, translated into English, and analysed using content analysis. RESULTS: VAW, particularly physical violence, was a common experience in the study area. Sociocultural traditions such as dowry, child marriages and son preference were identifiable triggers for VAW, causing significant physical injuries and mental health problems, including suicide. Health care providers reported that violence survivors often hide their experiences of violence and do not seek any kind of help. Women feared that violence would increase in frequency and intensity if their perpetrators found out that they had disclosed their experiences of violence to health care providers. Local stakeholders emphasized the importance of engaging community leaders and garnering support from both women and men in interventions designed to reduce VAW and its impacts on mental health. CONCLUSIONS: Participants reported that verbal and physical violence is often perceived as a normal part of women's lives. Women should be made aware of available support services and empowered and supported to increase access and uptake of these services. Additionally, more individual-based counselling sessions that encourage women to escape violence and its mental health consequences while maintaining privacy and confidentiality are recommended.

Barriers to and opportunities for advancing racial equity in cervical cancer screening in the United States.

BACKGROUND: In the United States (U.S.), racially minoritized people have higher rates of cervical cancer morbidity and mortality compared to white individuals as a result of racialized structural, social, economic, and health care inequities. However, cervical cancer screening guidelines are based on studies of predominately white individuals and do not substantially discuss or address racialized cervical cancer inequities and their social determinants, including racism. METHODS: We conducted in-depth interviews with health care providers (N = 30) and key informants with expertise in health equity (N = 18). We utilized semi-structured interview guides that addressed providers' views and experiences delivering cervical cancer screening to racially minoritized individuals and key informants' recommendations for advancing racial equity in the development and implementation of cervical cancer screening guidelines. Interviews were analyzed using a template style thematic analysis approach involving deductive and inductive coding, memo writing, and matrix analysis for theme development. RESULTS: Most health care providers adopted a universal, one-size-fits-all approach to cervical cancer screening with the stated goal of ensuring racial equality. Despite frequently acknowledging the existence of racialized cervical cancer inequities, few providers recognized the role of social inequities in influencing them, and none discussed the impact of racism. In contrast, key informants overwhelmingly recommended that providers adopt an approach to cervical cancer screening and follow-up care that recognizes the role of racism in shaping racialized cervical cancer and related social inequities, is developed in partnership with racially minoritized communities, and involves person-centered, structurally-competent, and trauma-informed practices that address racially minoritized peoples' unique lived experiences in historical and social context. This racism-conscious approach is not to be confused with race-based medicine, which is an essentialist and racist approach to health care that treats race as a biological variable rather than as a social and political construct. CONCLUSIONS: Developers and implementers of cervical cancer screening guidelines should explicitly recognize and address the impact of racism on cervical cancer screening, follow-up care, and outcomes, meaningfully incorporate racially minoritized communities' perspectives and experiences, and facilitate provider- and institutional-level practices that foster racial equity in cervical cancer.

Knowledge, attitudes and self-confidence with skills required for providing dementia care in physicians at primary healthcare settings in Vietnam.

BACKGROUND: Dementia is a global public health priority. The World Health Organization adopted a Global Action Plan on Dementia, with dementia awareness a priority. This study examined the knowledge, attitudes, and self-confidence with skills required for providing dementia care among primary health care providers in Vietnam. METHODS: A cross-sectional study was conducted with 405 primary health care providers who worked at commune health stations and district health centers in eight provinces across Vietnam. RESULTS: The results showed that primary health care providers had poor knowledge and little confidence but more positive attitudes toward dementia care and management. CONCLUSIONS: The results suggest the training needs for building capacity amongst primary health care providers, which will be critical as Vietnam's population ages.

Exploring healthcare providers' perspectives on virtual care delivery: insights into telemedicine services.

BACKGROUND: The rapid advancement of technology has led to a concurrent advancement of telemedicine, that is the delivery of medical services over a long distance using technological methods. The consistently growing numbers of COVID-19 cases warranted the use of telemedicine as an alternative method of care-delivery. This study aims to evaluate perceptions of healthcare services provided virtually among healthcare providers (HCPs) in Kuwait and to assess their acceptance and intention to implement such services. METHODS: An exploratory mixed methods design was conducted, where in phase one HCPs' perceptions towards telemedicine were explored through an online questionnaire and the quantitative data were summarized by descriptive analysis using SPSS. Scores for usefulness and for attitude toward the use of telemedicine were calculated. Then semi-structured interviews were conducted in phase two and the qualitative data were analyzed thematically. RESULTS: In phase one, 421 HCPs answered the questionnaire. In terms of telemedicine knowledge, 15.4% of HCPs had previously used telemedicine technology and 39% already knew about it. Additionally, 42.3% preferred to use telemedicine, and 88.5% had a moderate to high usefulness score. Telemedicine's ease of use was perceived positively. Attitude median score was 73 with an IQR of 16 (63-79). Half of the participants intend to use telemedicine. In phase two, twenty-two interviews were conducted resulting in six themes; HCPs' acceptance of telemedicine, facilitators and motives for telemedicine implementation, skills and training required to conduct telemedicine, barriers limiting the use of telemedicine, strategies to overcome the barriers, and benefits of telemedicine. CONCLUSION: Most of the HCPs favor telemedicine integration into Kuwait's healthcare system as their perceptions of telemedicine were overall positive, paving the way to develop implementation strategies.

Health care providers acceptance of default prescribing of TB preventive treatment for people living with HIV in Malawi: a qualitative study.

BACKGROUND: Tuberculosis (TB) preventive treatment (TPT) substantially reduces the risk of developing active TB for people living with HIV (PLHIV). We utilized a novel implementation strategy based on choice architecture (CAT) which makes TPT prescribing the default option. Through CAT, health care workers (HCWs) need to "opt-out" when choosing not to prescribe TPT to PLHIV. We assessed the prospective, concurrent, and retrospective acceptability of TPT prescribing among HCWs in Malawi who worked in clinics participating in a cluster randomized trial of the CAT intervention. METHODS: 28 in-depth semi-structured interviews were conducted with HCWs from control (standard prescribing approach) and intervention (CAT approach) clinics. The CAT approach was facilitated in intervention clinics using a default prescribing module built into the point-of-care HIV Electronic Medical Record (EMR) system. An interview guide for the qualitative CAT assessment was developed based on the theoretical framework of acceptability and on the normalization process theory. Thematic analysis was used to code the data, using NVivo 12 software. RESULTS: We identified eight themes belonging to the three chronological constructs of acceptability. HCWs expressed no tension for changing the standard approach to TPT prescribing (prospective acceptability); however, those exposed to CAT described several advantages, including that it served as a reminder to prescribe TPT and routinized TPT prescribing (concurrent acceptability). Some felt that CAT may reduce HCW´s autonomy and might lead to inappropriate TPT prescribing (retrospective acceptability). CONCLUSIONS: The default prescribing module for TPT has now been incorporated into the point-of-care EMR system nationally in Malawi. This seems to fit the acceptability of the HCWs. Moving forward, it is important to train HCWs on how the EMR can be leveraged to determine who is eligible for TPT and who is not, while acknowledging the autonomy of HCWs.

Adolescents' perspectives regarding their communication with reproductive health service providers in Rwanda: an explorative study.

BACKGROUND: Adolescents in low-middle-income countries often face limited access to health information and services due to several different factors. Ineffective communication between healthcare providers and adolescents is among them. This study aims to assess adolescents' perspectives regarding their communication with reproductive health service providers in Rwanda. METHODS: A phenomenological exploratory qualitative study was used. Eleven focus group discussions were conducted among adolescents aged 10 to 19 years between December 2020 and January 2021. All participants were identified through their respective health care providers in youth-friendly centres available in the Kigali district representing the urban area and Kamonyi district representing the rural area. All interviews were transcribed and translated into English and analysed by using thematic content analysis. RESULTS: Poor communication between healthcare providers and adolescents was identified and attributed to the judgmental attitudes of some healthcare providers, while good communication was cited by many adolescents as an important key of access to services. All adolescents were eager to access reproductive health services and be educated about reproductive health issues. CONCLUSION: Effective communication is essential when it comes to providing reproductive health services, as this establishes a strong relationship between a service provider and an adolescent who wants to talk about their concerns, while poor communication prevents adolescents from asking questions about unknown topics.

Adolescent girls and young women's (AGYW) access to and use of contraception services in Cape Town: perspectives from AGYW and health care providers.

BACKGROUND: Access and use of contraception services by adolescent girls and young women (AGYW) remains suboptimal, exposing AGYW to early and often unexpected pregnancy. Unexpected pregnancies are a public health concern, associated with poor neonatal and maternal health outcomes, as well as school dropout, which may result in economic hardships. This study aimed to explore (a) AGYW perceptions and experiences of receiving contraception services from health care providers and (b) health care providers' perceptions and experiences of providing contraception services to AGYW. METHODS: Data were collected through semi-structured individual interviews with AGYW aged 15-24 years old and health care providers working in eight health care facilities around the Cape Town metropolitan area, in South Africa's Western Cape Province. Thematic analysis was used to analyse the data. RESULTS: AGYW and health care providers voiced varying, and often contrasting, perceptions of some of the barriers that hinder AGYW's access to contraception services. AGYW indicated that provider-imposed rules about when to access contraceptive services hindered access, while health care providers felt that these rules were necessary for coordinating their work. In addition, AGYW highlighted health care providers' hostile attitudes towards them as an important factor discouraging access. On the contrary, health care providers did not think that their attitudes hampered AGYW's access to and use of contraception services, instead they emphasised that challenges at the health system level were a major issue, which they feel they have little control over. Such challenges made health care providers' work unpleasant and frustrating, impacting on their work approach and how they receive and offer services to AGYW. CONCLUSION: The expectation of negative attitudes from health care providers continues to be at the centre of AGYW discouragement towards accessing contraception services. System challenges are among some of the key drivers of health care provider's hostile attitudes, posing challenges to the efficient provision of services. In order to improve AGYW's access to and use of contraception services, and subsequently achieve the country's SDGs, conscious efforts need to be directed towards improving the workload and working conditions of health care providers.

Imbalances in the oral health workforce: a Canadian population-based study.

BACKGROUND: In Canada, a new federal public dental insurance plan, being phased in over 2022-2025, may help enhance financial access to dental services. However, as in many other countries, evidence is limited on the supply and distribution of human resources for oral health (HROH) to meet increasing population needs. This national observational study aimed to quantify occupational, geographical, institutional, and gender imbalances in the Canadian dental workforce to help inform benchmarking of HROH capacity for improving service coverage. METHODS: Sourcing microdata from the 2021 Canadian population census, we described workforce imbalances for three groups of postsecondary-qualified dental professionals: dentists, dental hygienists and therapists, and dental assistants. To assess geographic maldistribution relative to population, we linked the person-level census data to the geocoded Index of Remoteness for all inhabited communities. To assess gender-based inequities in the dental labour market, we performed Blinder-Oaxaca decompositions for examining differences in professional earnings of women and men. RESULTS: The census data tallied 3.4 active dentists aged 25-54 per 10,000 population, supported by an allied workforce of 1.7 dental hygienists/therapists and 1.6 dental assistants for every dentist. All three professional groups were overrepresented in heavily urbanized communities compared with more rural and remote areas. Almost all dental service providers worked in ambulatory care settings, except for male dental assistants. The dentistry workforce was found to have achieved gender parity numerically, but women dentists still earned 21% less on average than men, adjusting for other characteristics. Despite women representing 97% of dental hygienists/therapists, they earned 26% less on average than men, a significant difference that was largely unexplained in the decomposition analysis. CONCLUSIONS: Accelerating universal coverage of oral healthcare services is increasingly advocated as an integral, but often neglected, component toward achieving the health-related Sustainable Development Goals. In the Canadian context of universal coverage for medical (but not dentistry) services, the oral health workforce was found to be demarcated by considerable geographic and gendered imbalances. More cross-nationally comparable research is needed to inform innovative approaches for equity-oriented HROH planning and financing, often critically overlooked in public policy for health systems strengthening.

Implementing digital sexual and reproductive health care services in youth clinics: a qualitative study on perceived barriers and facilitators among midwives in Stockholm, Sweden.

BACKGROUND: Digital health care services have the potential to improve access to sexual and reproductive health care for youth but require substantial implementation efforts to translate into individual and public health gains. Health care providers are influential both regarding implementation and utilization of the services, and hence, their perceptions of digital health care services and the implementation process are essential to identify and address. The aim of this study was to explore midwives' perception of digital sexual and reproductive health care services for youth, and to identify perceived barriers and facilitators of the implementation of digital health care provision in youth clinics. METHODS: We performed semi-structured interviews with midwives (n = 16) working at youth clinics providing both on-site and digital sexual and reproductive health care services to youth in Stockholm, Sweden. Interview data were analyzed using a content analysis approach guided by the Consolidated Framework for Implementation Research (CFIR). RESULTS: Midwives acknowledged that the implementation of digital health care improved the overall access and timeliness of the services at youth clinics. The ability to accommodate the needs of youth regarding their preferred meeting environment (digital or on-site) and easy access to follow-up consultations were identified as benefits of digital health care. Challenges to provide digital health care included communication barriers, privacy and confidentiality concerns, time constraints, inability to offer digital appointments for social counselling, and midwives' preference for in person consultations. Experiencing organizational support during the implementation was appreciated but varied between the respondents. CONCLUSION: Digital sexual and reproductive health care services could increase access and are valuable complements to on-site services in youth clinics. Sufficient training for midwives and organizational support are crucial to ensure high quality health care. Privacy and safety concerns for the youth might aggravate implementation of digital health care. Future research could focus on equitable access and youth' perceptions of digital health care services for sexual and reproductive health.

How end-of-life care was limited during the first 18 months of the COVID-19 pandemic: a longitudinal survey study among healthcare providers (the CO-LIVE study).

BACKGROUND: During the COVID-19 pandemic, the way in which end-of-life care was provided, underwent a lot of changes and therefor different domains of end-of-life care were impacted. The aim of this study is to describe whether health care providers considered end-of-life care (in medical, nursing, psychosocial and spiritual care) limited by the pandemic through the first 18 months of the COVID-19 pandemic, and examine associations with COVID-19 related circumstances of care (e.g. visit restrictions) and health care providers' characteristics. METHODS: A longitudinal survey study among healthcare providers from different healthcare settings who provided end-of-life care during the pandemic's first 18 months. Data of four time periods were analyzed using descriptive statistics and Generalized Estimating Equation. RESULTS: Of the respondents (n = 302) the majority had a nursing background (71.8%) and most worked in a hospital (30.3%). Especially in the first wave end-of-life care in all aspects was limited according to a substantial part of health care providers (between 29.7 and 57.7%). Psychosocial and spiritual care were more limited than medical and nursing care during all time periods. Care being limited according to health care providers was associated with visit restrictions, shortness of personal protective equipment or restrictions in caring for the deceased and decreased over time. CONCLUSION: The COVID-19 pandemic impacted different aspects of end-of-life care throughout the pandemic's first 18 months. Over the course of the pandemic health care providers seemed to have invented ways to adjust their work in order to minimize the effect of limiting measures. More involvement of health care providers in decision-making may improve the prioritization of measures to deal with crisis situations in care. These reflections highlight priorities during crises and the role healthcare providers could play in maintaining good end-of-life care. This remains relevant in new health crises, where care may differ from what is considered good quality of care.

Stigmatised as 'promoting' with a duty to report: public healthcare workers providing services to criminalised 'key populations for HIV' under Uganda's 2023 Anti-Homosexuality Act.

This paper analyses the experiences of public healthcare workers in Uganda under the Anti Homosexuality Act (AHA) 2023, who specialise in the provision of HIV prevention and treatment services to criminalised 'key populations' for HIV, including men who have sex with men, transgender women, and female sex workers. Utilising in-depth semi-structured interviews with 17 public healthcare workers and participant observation with LGBTQ+ and HIV activists, public health officials, and development workers, this ethnographic study explored the legal, social and ethical challenges that public healthcare providers faced. Public healthcare workers have experienced various types of stigma from their work, including socio-legal stigma from the criminalisation of 'promoting homosexuality', stigma by association with key populations, concealment stigma, and denial. Legal ambiguities stemming from the AHA 2023 have led to security incidents for some public healthcare workers. The study highlights the ethical dilemmas that have arisen from the 'duty to report' clause, which conflicts with professional healthcare ethics of confidentiality, and the role the Ministry of Health played in passing the AHA 2023, instilling confusion about its enforcement, and minimising and denying the risks the legislation has had on Uganda's HIV epidemic.

Implementation of Inpatient Electronic Consultations During the COVID-19 Crisis and Its Sustainability Beyond the Pandemic: Quality Improvement Study.

BACKGROUND: Limiting in-person contact was a key strategy for controlling the spread of the highly infectious novel coronavirus (COVID-19). To protect patients and staff from the risk of infection while providing continued access to necessary health care services, we implemented a new electronic consultation (e-consult) service that allowed referring providers to receive subspecialty consultations for patients who are hospitalized and do not require in-person evaluation by the specialist. OBJECTIVE: We aimed to assess the impact of implementing e-consults in the inpatient setting to reduce avoidable face-to-face referrals during the COVID-19 pandemic. METHODS: This quality improvement study evaluated all inpatient e-consults ordered from July 2020 to December 2022 at the University of California Irvine Medical Center. The impact of e-consults was assessed by evaluating use (eg, number of e-consults ordered), e-consult response times, and outcome of the e-consult requests (eg, resolved electronically or converted to the in-person evaluation of patient). RESULTS: There were 1543 inpatient e-consults ordered across 11 participating specialties. A total of 53.5% (n=826) of requests were addressed electronically, without the need for a formal in-person evaluation of the patient. The median time between ordering an e-consult and a specialist documenting recommendations in an e-consult note was 3.7 (IQR 1.3-8.2) hours across all specialties, contrasted with 7.3 (IQR 3.6-22.0) hours when converted to an in-person consult (P<.001). The monthly volume of e-consult requests increased, coinciding with surges of COVID-19 cases in California. After the peaks of the COVID-19 crisis subsided, the use of inpatient e-consults persisted at a rate well above the precrisis levels. CONCLUSIONS: An inpatient e-consult service was successfully implemented, resulting in fewer unnecessary face-to-face consultations and significant reductions in the response times for consults requested on patients who are hospitalized and do not require an in-person evaluation. Thus, e-consults provided timely, efficient delivery of inpatient consultation services for appropriate problems while minimizing the risk of direct transmission of the COVID-19 virus between health care providers and patients. The service also demonstrated its value as a tool for effective inpatient care coordination beyond the peaks of the pandemic leading to the sustainability of service and value.

Influence of Physical Attractiveness and Gender on Patient Preferences in Digital Doctor Consultations: Experimental Study.

BACKGROUND: The rise of digital health services, particularly digital doctor consultations, has created a new paradigm in health care choice. While patients traditionally rely on digital reviews or referrals to select health care providers, the digital context often lacks such information, leading to reliance on visual cues such as profile pictures. Previous research has explored the impact of physical attractiveness in general service settings but is scant in the context of digital health care. OBJECTIVE: This study aims to fill the research gap by investigating how a health care provider's physical attractiveness influences patient preferences in a digital consultation setting. We also examine the moderating effects of disease severity and the availability of information on health care providers' qualifications. The study uses signal theory and the sexual attribution bias framework to understand these dynamics. METHODS: Three experimental studies were conducted to examine the influence of health care providers' physical attractiveness and gender on patient preferences in digital consultations. Study 1 (n=282) used a 2×2 between-subjects factorial design, manipulating doctor attractiveness and gender. Study 2 (n=158) focused on women doctors and manipulated disease severity and participant gender. Study 3 (n=150) replicated study 2 but added information about the providers' abilities. RESULTS: This research found that patients tend to choose attractive doctors of the opposite gender but are less likely to choose attractive doctors of the same gender. In addition, our studies revealed that such an effect is more prominent when the disease severity is high. Furthermore, the influence of gender stereotypes is mitigated in both the high and low disease severity conditions when service providers' qualification information is present. CONCLUSIONS: This research contributes to the literature on medical information systems research and sheds light on what information should be displayed on digital doctor consultation platforms. To counteract stereotype-based attractiveness biases, health care platforms should consider providing comprehensive qualification information alongside profile pictures.

Adolescent, parent, and provider attitudes toward a machine learning based clinical decision support system for selecting treatment for youth depression.

BACKGROUND: Machine learning based clinical decision support systems (CDSSs) have been proposed as a means of advancing personalized treatment planning for disorders, such as depression, that have a multifaceted etiology, course, and symptom profile. However, machine learning based models for treatment selection are rare in the field of psychiatry. They have also not yet been translated for use in clinical practice. Understanding key stakeholder attitudes toward machine learning based CDSSs is critical for developing plans for their implementation that promote uptake by both providers and families. METHODS: In Study 1, a prototype machine learning based Clinical Decision Support System for Youth Depression (CDSS-YD) was demonstrated to focus groups of adolescents with a diagnosis of depression (n = 9), parents (n = 11), and behavioral health providers (n = 8). Qualitative analysis was used to assess their attitudes towards the CDSS-YD. In Study 2, behavioral health providers were trained in the use of the CDSS-YD and they utilized the CDSS-YD in a clinical encounter with 6 adolescents and their parents as part of their treatment planning discussion. Following the appointment, providers, parents, and adolescents completed a survey about their attitudes regarding the use of the CDSS-YD. RESULTS: All stakeholder groups viewed the CDSS-YD as an easy to understand and useful tool for making personalized treatment decisions, and families and providers were able to successfully use the CDSS-YD in clinical encounters. Parents and adolescents viewed their providers as having a critical role in the use the CDSS-YD, and this had implications for the perceived trustworthiness of the CDSS-YD. Providers reported that clinic productivity metrics would be the primary barrier to CDSS-YD implementation, with the creation of protected time for training, preparation, and use as a key facilitator. CONCLUSIONS: Machine learning based CDSSs, if proven effective, have the potential to be widely accepted tools for personalized treatment planning. Successful implementation will require addressing the system-level barrier of having sufficient time and energy to integrate it into practice.

Enhancing clinical reasoning for management of non-communicable diseases: virtual patient cases as a learning strategy for nurses in primary healthcare centers: a pre-post study design.

BACKGROUND: In Rwanda, nurses manage all primary care at health centres, and therefore are their clinical reasoning skills important. In this study, a web-based software that allows the creation of virtual patient cases (VP cases) has been used for studying the possibility of using VP cases for the continuous professional development of nurses in primary health care in Rwanda. Previous studies in pre-service education have linked VP cases with the enhancement of clinical reasoning, a critical competence for nurses. This study investigated the feasibility of continuous professional development through VP cases to further train in-service nurses in clinical reasoning. METHOD: The study used a pre-post test design. Initially, seventy-six participants completed a questionnaire as part of the pre-test phase, subsequently invited to engage with all four VP cases, and finally responded to the post-test questionnaire evaluating clinical reasoning skills. Fifty-six participants successfully completed the entire study process and were considered in the analysis. The primary outcomes of this study were evaluated using a paired t-test for the statistical analysis. RESULTS: The results show that the mean score of clinical reasoning increased significantly from the pre-test to the post-test for all four illness areas (p < 0.001). The study findings showed no statistically significant difference in participants' scores based on demographic factors, including whether they worked in urban or rural areas.  CONCLUSION AND RECOMMENDATION: Utilizing VP cases appears to significantly enhance the continuous professional development of nurses, fostering a deliberate learning process that enables them to reflect on how they manage cases and, in turn, refine their clinical reasoning skills. This study strongly recommends incorporating VP cases in the continuous professional development of nurses at the primary health level (health centers). This is especially pertinent in a context where nurses are required to perform diagnostic processes similar to those employed by physicians.

Teledentistry within oral health care providers' training: A scoping review.

INTRODUCTION: Despite teledentistry (TD) ubiquitous utilization, it has yet to be fully adopted by oral health care providers' educational training. This study aimed to explore TD incorporation in the training of oral health care providers. METHODS: This review included studies on the TD content offered to oral health care providers. The JBI (Joanna Briggs Institute) methodology was used, and two reviewers screened the literature. Studies published between 1989 and 4 June 2022 were searched using "Teledentistry" and "Education" as initial keywords. The searched databases included MEDLINE, Cochrane Library, CINAHL, EPPI, Scopus, Epistemonikos, ERIC, MedEdPORTAL, ProQuest Dissertations and Theses Global, and Google Scholar. All of the relevant literature, regardless of their language, were added. The data were extracted using an extraction table and are presented in tabular and narrative summary formats. RESULTS: A total of 2180 documents were found, and 1804 documents were screened by the title and abstract after deduplication; 59 were selected for full-text review; and 19 were eligible for data extraction. Of all studies, 63.15% were published after the COVID-19 pandemic. Practicing TD and TD reimbursement were some of the addressed topics. Didactic education and hands-on practice were the most employed training methods. Self/peer evaluations and surveys were among the employed assessment techniques. CONCLUSION: TD education has been emphasized during the COVID-19 pandemic. There is a variation in the existing TD educational programmes, from addressing topics to assessment techniques. However, the number of educational programmes on this topic is sparse.

Barriers and enablers to accessing perinatal health services for rural Australian women: A qualitative exploration of rural health care providers perspectives.

OBJECTIVE: To identify perceived barriers and enablers for rural women in accessing perinatal care within their own community from the perspective of perinatal health care providers. DESIGN: A qualitative descriptive study design utilising reflexive thematic analysis, using the socioecological framework to organise and articulate findings. SETTING: Victoria, Australia. PARTICIPANTS: Semi-structured interviews were conducted with nine perinatal health care providers who provide care to pregnant women or new mothers in rural communities. Participants were recruited across Victoria in 2023. RESULTS: Providers reported multi-level barriers and enablers that exist for rural women in accessing perinatal care within their communities. Barriers included women's personal circumstances, challenging professional relationships, inequitable service provision, ineffective collaboration between services and clinicians and government funding models and policies. Enablers included strength and resilience of rural women, social capital within rural communities, flexible care delivery and innovative practice, rural culture and continuity of care models. CONCLUSION: Rural perinatal health care providers perceived that rural women face multiple barriers that are created or sustained by complex interpersonal, organisational, community and policy factors that are intrinsic to rural health care delivery. Several addressable factors were identified that create unnecessary barriers for rural women in engaging with perinatal care. These included education regarding health systems, rights and expectations, equitable distribution of perinatal services, improved interprofessional relationships and collaborative approaches to care and equity-based funding models for perinatal services regardless of geographical location.