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Frontiers in Health Services 2024Evidence-based practice (EBP) involves making clinical decisions based on three sources of information: evidence, clinical experience and patient preferences. Despite... (Review)
Review
BACKGROUND
Evidence-based practice (EBP) involves making clinical decisions based on three sources of information: evidence, clinical experience and patient preferences. Despite popularization of EBP, research has shown that there are many barriers to achieving the goals of the EBP model. The use of artificial intelligence (AI) in healthcare has been proposed as a means to improve clinical decision-making. The aim of this paper was to pinpoint key challenges pertaining to the three pillars of EBP and to investigate the potential of AI in surmounting these challenges and contributing to a more evidence-based healthcare practice. We conducted a selective review of the literature on EBP and the integration of AI in healthcare to achieve this.
CHALLENGES WITH THE THREE COMPONENTS OF EBP
Clinical decision-making in line with the EBP model presents several challenges. The availability and existence of robust evidence sometimes pose limitations due to slow generation and dissemination processes, as well as the scarcity of high-quality evidence. Direct application of evidence is not always viable because studies often involve patient groups distinct from those encountered in routine healthcare. Clinicians need to rely on their clinical experience to interpret the relevance of evidence and contextualize it within the unique needs of their patients. Moreover, clinical decision-making might be influenced by cognitive and implicit biases. Achieving patient involvement and shared decision-making between clinicians and patients remains challenging in routine healthcare practice due to factors such as low levels of health literacy among patients and their reluctance to actively participate, barriers rooted in clinicians' attitudes, scepticism towards patient knowledge and ineffective communication strategies, busy healthcare environments and limited resources.
AI ASSISTANCE FOR THE THREE COMPONENTS OF EBP
AI presents a promising solution to address several challenges inherent in the research process, from conducting studies, generating evidence, synthesizing findings, and disseminating crucial information to clinicians to implementing these findings into routine practice. AI systems have a distinct advantage over human clinicians in processing specific types of data and information. The use of AI has shown great promise in areas such as image analysis. AI presents promising avenues to enhance patient engagement by saving time for clinicians and has the potential to increase patient autonomy although there is a lack of research on this issue.
CONCLUSION
This review underscores AI's potential to augment evidence-based healthcare practices, potentially marking the emergence of EBP 2.0. However, there are also uncertainties regarding how AI will contribute to a more evidence-based healthcare. Hence, empirical research is essential to validate and substantiate various aspects of AI use in healthcare.
PubMed: 38919828
DOI: 10.3389/frhs.2024.1368030 -
Western Pacific Surveillance and... 2024Coronavirus disease (COVID-19) reached Tuvalu's shores in November 2022, making Tuvalu one of the last countries in the world to experience community transmission of the...
PROBLEM
Coronavirus disease (COVID-19) reached Tuvalu's shores in November 2022, making Tuvalu one of the last countries in the world to experience community transmission of the disease. With minimal capacity to deliver critical care and a small health workforce that had been further depleted by COVID-19 infection, response priorities rapidly shifted to the outer islands.
CONTEXT
The outer islands are accessible only by boat, with travel taking from 6 to 24 hours. The return of high school students to their home islands for the Christmas holidays had the potential to place further pressure on the islands' medical facilities.
ACTION
A multiorganizational collaboration between the Australian and Fijian governments, the Pacific Community, the Tuvalu Ministry of Social Welfare and Gender Affairs (MoHSWGA) and the World Health Organization facilitated the deployment of two teams to the outer islands to provide support.
OUTCOME
The team worked with public health and clinical staff to provide technical support for clinical management, infection prevention and control, laboratory, risk communication, community engagement and logistics.
DISCUSSION
The outer islands' response to the pandemic significantly benefited the island communities, the MoHSWGA and the team members who deployed. The key lessons identified relate to the need to strengthen the health workforce and supply chain.
Topics: Humans; COVID-19; SARS-CoV-2; Pandemics
PubMed: 38919385
DOI: 10.5365/wpsar.2024.15.2.1080 -
Nicotine & Tobacco Research : Official... Jun 2024Monitoring tobacco use during pregnancy is critical for achieving the United Nations Sustainable Development Goals. We examined changes between 2013 and 2019 in the...
INTRODUCTION
Monitoring tobacco use during pregnancy is critical for achieving the United Nations Sustainable Development Goals. We examined changes between 2013 and 2019 in the relative differences in smoking prevalence rates between pregnant and non-pregnant women aged 18-49 years.
METHODS
We used data from a nationally representative health survey conducted in Brazil in 2013 and 2019. A generalized linear model with binomial family and logarithmic link function was used to estimate, for each year of analysis, the crude and adjusted (by age-group, educational attainment, place of residence, and status of protection from passive smoking at home) relative differences.
RESULTS
In 2013,the proportion point estimate of tobacco use among pregnant women was lower than that observed among non-pregnant women (4.7% vs. 9.6%). However, in 2019 proportion point estimates were virtually the same (8.5% vs. 8.4%). After adjustment for selected variables, in 2013, smoking prevalence among pregnant women was 42% (p-value≤0.05) lower than that observed among non-pregnant women. On the other hand, in 2019, maternal smoking prevalence was 13% (p-value>0.05) higher than that found among non-pregnant women.
CONCLUSIONS
Ongoing tobacco industry interference and the marketing of tobacco products to vulnerable populations pose serious threats to public health and likely contributed to increasing maternal smoking prevalence. The fact that women smoke in such an important phase of their and their unborn children's lives reinforces the need to strengthen the implementation of concurrent tobacco control actions, including tobacco excise tax policy and pre-natal tobacco prevention and cessation interventions as part of health professionals' routine consultation.
IMPLICATIONS
The decline in smoking prevalence among non-pregnant women between 2013 and 2019 was accompanied by an increase in maternal smoking prevalence. Monitoring tobacco use during pregnancy is critical for achieving the United Nations Sustainable Development Goals. Ongoing tobacco industry interference and the marketing of tobacco products to vulnerable populations in Brazil pose serious threats to public health. The fact that women smoke in such an important phase of their and their unborn children's lives reinforces the need to strengthen the implementation of concurrent tobacco control actions, including tobacco excise tax policy and primary healthcare professionals´ tobacco-related assistance during interaction with their patients.
PubMed: 38919068
DOI: 10.1093/ntr/ntae157 -
Nature Human Behaviour Jun 2024We investigated whether SARS-CoV-2 infection is associated with short- and long-term neuropsychiatric sequelae. We used population-based cohorts from the Korean...
We investigated whether SARS-CoV-2 infection is associated with short- and long-term neuropsychiatric sequelae. We used population-based cohorts from the Korean nationwide cohort (discovery; n = 10,027,506) and the Japanese claims-based cohort (validation; n = 12,218,680) to estimate the short-term (<30 days) and long-term (≥30 days) risks of neuropsychiatric outcomes after SARS-CoV-2 infection compared with general population groups or external comparators (people with another respiratory infection). Using exposure-driven propensity score matching, we found that both the short- and long-term risks of developing neuropsychiatric sequelae were elevated in the discovery cohort compared with the general population and those with another respiratory infection. A range of conditions including Guillain-Barré syndrome, cognitive deficit, insomnia, anxiety disorder, encephalitis, ischaemic stroke and mood disorder exhibited a pronounced increase in long-term risk. Factors such as mild severity of COVID-19, increased vaccination against COVID-19 and heterologous vaccination were associated with reduced long-term risk of adverse neuropsychiatric outcomes. The time attenuation effect was the strongest during the first six months after SARS-CoV-2 infection, and this risk remained statistically significant for up to one year in Korea but beyond one year in Japan. The associations observed were replicated in the validation cohort. Our findings contribute to the growing evidence base on long COVID by considering ethnic diversity.
PubMed: 38918517
DOI: 10.1038/s41562-024-01895-8 -
European Journal of Cardio-thoracic... Jun 2024To determine safety and survival outcomes associated with lobectomy, segmentectomy, and wedge resection for early-stage lung cancer by quiring the French...
OBJECTIVES
To determine safety and survival outcomes associated with lobectomy, segmentectomy, and wedge resection for early-stage lung cancer by quiring the French population-based registry EPITHOR.
METHODS
Retrospective analysis of 19,452 patients with stage c IA lung carcinoma who underwent lobectomy, segmentectomy, or wedge resection between 2016 and 2022 with curative-intent. Main outcomes measures were 90-day mortality and 5-year overall survival estimates. Proportional hazards regression and propensity score matching were used to adjust outcomes for key patient, tumour, and practice environment factors.
RESULTS
The treatment distribution was 72.2% for lobectomy, 21.5% for segmentectomy, and 6.3% for wedge. Unadjusted 90-day mortality rates were 1.6%, 1.2% and 1.1%, respectively (P = 0.10). Unadjusted 5-year overall survival estimates were 80%, 78% and 70%, with significant inter-group survival curves differences (P < 0.0001). Multivariable proportional hazards regression showed that wedge was associated with worse overall survival (adjusted hazard ratio [AHR], 1.23 [95% CI, 1.03-1.47]; P = 0.021) compared with lobectomy, while no significant difference was disclosed when comparing segmentectomy to lobectomy (1.08 [0.97-1.20]; P = 0.162). The three-way propensity score analyses confirmed similar 90-day mortality rate for wedge resection and segmentectomy compared with lobectomy (HR: 0.43; 95% CI: 0.16-1.11; P = 0.081 and 0.99; 0.48-2.10; P = 0.998, respectively), but poorer overall survival (1.45; 1.13-1.86; P = 0.003 and 1.31; 1-1.71; P = 0.048, respectively).
CONCLUSIONS
Wedge resection was associated with comparable 90-day mortality but lower overall survival when compared to lobectomy. Overall, all types of sublobar resections may not offer equivalent oncologic effectiveness in real-world settings.
PubMed: 38917411
DOI: 10.1093/ejcts/ezae251 -
PloS One 2024Self-harm presents an important public health challenge. It imposes a notable burden on the utilization of emergency department (ED) services and medical expenses from...
BACKGROUND
Self-harm presents an important public health challenge. It imposes a notable burden on the utilization of emergency department (ED) services and medical expenses from patients and family. The Medicaid system is vital in providing financial support for individuals who struggle with medical expenses. This study explored the association of Medicaid coverage with ED visits following incidents of self-harm, utilizing nationwide ED surveillance data in Korea.
METHODS
Data of all patients older than 14 years who presented to EDs following incidents of self-harm irrespective of intention to end their life, including cases of self-poisoning, were gathered from the National ED Information System (NEDIS). The annual self-harm visit rate (SHVR) per 100,000 people was calculated for each province and a generalized linear model analysis was conducted, with SHVR as a dependent variable and factors related to Medicaid coverage as independent variables.
RESULTS
A 1% increase in Medicaid enrollment rate was linked to a significant decrease of 14% in SHVR. Each additional 1,000 Korean Won of Medicaid spending per enrollee was correlated with a 1% reduction in SHVR. However, an increase in Medicaid visits per enrollee and an extension of Medicaid coverage days were associated with an increase in SHVR. SHVR exhibited a stronger associated with parameters of Medicaid coverage in adolescents and young adults than in older adult population.
CONCLUSION
Expansion of Medicaid coverage coupled with careful monitoring of shifts in Medicaid utilization patterns can mitigate ED overloading by reducing visits related to self-harm.
Topics: Humans; Medicaid; Republic of Korea; Emergency Service, Hospital; Female; Male; Self-Injurious Behavior; Adult; Middle Aged; United States; Adolescent; Young Adult; Registries; Aged; Patient Acceptance of Health Care
PubMed: 38917201
DOI: 10.1371/journal.pone.0306047 -
Health Promotion and Chronic Disease... Jun 2024Food prescription programs are part of the broader social prescribing movement as an approach to address food insecurity and suboptimal diet in health care settings....
INTRODUCTION
Food prescription programs are part of the broader social prescribing movement as an approach to address food insecurity and suboptimal diet in health care settings. These programs exist amid other social services, including income-based supports and food assistance programs; however, evaluations of the interactions between these programs and pre-existing services and supports are limited. This study was embedded within a larger evaluation of the 52-week Fresh Food Prescription (FFRx) program (April 2021-October 2022); the objective of this study was to examine how program participation influenced individuals' interactions with existing income-based supports and food assistance programs.
METHODS
This study was conducted in Guelph, Ontario, Canada. One-to-one (n = 23) and follow-up (n = 10) interviews were conducted to explore participants' experiences with the program. Qualitative data were analyzed thematically using a constant comparative analysis.
RESULTS
Participants described their experience with FFRx in relation to existing income-based supports and food assistance programs. FFRx reportedly extended income support further to cover living expenses, allowed participants to divert income to other necessities, and reduced the sacrifices required to meet basic needs. FFRx lessened the frequency of accessing other food assistance programs. Aspects of FFRx's design (e.g. food delivery) shaped participant preferences in favour of FFRx over other food supports.
CONCLUSION
As food prescribing and other social prescribing programs continue to expand, there is a need to evaluate how these initiatives interact with pre-existing services and supports and shape the broader social service landscape.
Topics: Humans; Ontario; Female; Male; Qualitative Research; Social Work; Middle Aged; Adult; Food Insecurity; Food Assistance
PubMed: 38916554
DOI: 10.24095/hpcdp.44.6.03 -
Social Work in Public Health Aug 2024Thousands of youth are sexually trafficked each year in the United States. In order to address this concern, anti-trafficking advocates often emphasize the importance of...
Thousands of youth are sexually trafficked each year in the United States. In order to address this concern, anti-trafficking advocates often emphasize the importance of uniform screening protocols to assist with the identification of survivors. Unfortunately, an oft-overlooked component of sex trafficking identification is what to do once a victim has been identified, and how to best meet survivors' complex needs. In this article, the authors provide social work practitioners and other advocates with best practice guidelines for how to design and evaluate anti-sex trafficking advocacy programs for children and youth. These guidelines include considerations related to direct services with clients, community partnerships, and organizational capacity, as well as recommendations for how to begin and then evaluate programming. Regardless of the form selected for the program, all anti-sex trafficking programs should be designed to provide effective, client-centered follow-up and advocacy once a positive identification is made in the community. The recommendations included in this paper are based upon extant literature, the authors' practice experience with survivors, and insights from anti-sex trafficking program evaluations.
Topics: Humans; Human Trafficking; Adolescent; Crime Victims; United States; Child; Female; Male; Social Work; Consumer Advocacy; Program Development; Patient Advocacy
PubMed: 38916471
DOI: 10.1080/19371918.2024.2370782 -
Health Affairs Scholar Jun 2024Global financing for health security was dramatically impacted by COVID-19. Here, we provide an empirical analysis of how that funding changed. Using data from Global...
Global financing for health security was dramatically impacted by COVID-19. Here, we provide an empirical analysis of how that funding changed. Using data from Global Health Security (GHS) Tracking (tracking.ghscosting.org), we analyzed disbursements of direct financial assistance for GHS from 2016 to 2022 to compare pre-pandemic funding (2016-2019) to post-pandemic funding (2020-2022) for preparedness and response during each of the seven World Health Organization-declared public health emergencies of international concern (PHEICs) from 2009 to 2022. Over $165B was disbursed for capacity-building and preparedness activities between January 2016 and December 2022, and over $76B was provided for PHEIC response. Preparedness funding remained evenly distributed since 2016 across regions, with the African region receiving about 70% of total preparedness funding. Indeed, how capacity-building and preparedness funding is distributed has changed remarkably little since 2016, despite unprecedented changes to the funding environment-including markedly increased spending-in response to COVID-19. This suggests we now have a unique opportunity to restructure how funds are tracked for accountability and assessing return on investment moving forward.
PubMed: 38915813
DOI: 10.1093/haschl/qxae083 -
Journal of Nutrition in Gerontology and... 2024Congregate Nutrition Services have long been a pillar of public health assistance, championing the independence and community engagement of older Americans. The advent...
Congregate Nutrition Services have long been a pillar of public health assistance, championing the independence and community engagement of older Americans. The advent of COVID-19, however, restricted access to these services due to the closure of physical locations. In response, Lanakila Meals on Wheels initiated a virtual congregate meal program, Kūpuna U, in collaboration with community partners in Honolulu County. The program combined grab-and-go or home-delivered meals with virtual and in-person classes to improve both nutrition and socialization for older adults. This study aimed to capture participant feedback to assess and enhance the Kūpuna U program, developing it as a flexible and scalable congregate meal solution applicable nationwide. Five focus group discussions were conducted with program participants ( = 34). The majority of participants were female (74%), Asian (73%), and living alone (56%). Participants found the program beneficial, enhancing their nutrition, social engagement, and learning experiences on various topics tailored for older adults. Supportive staff played a crucial role in motivating participants to stay engaged. Participants also identified potential enhancements to the program, including more activities and courses, expanded hours, additional in-person options at various locations, and culturally tailored meals.
Topics: Humans; Female; Aged; Male; COVID-19; Focus Groups; Food Services; SARS-CoV-2; Aged, 80 and over; Meals; Hawaii; Program Evaluation
PubMed: 38915295
DOI: 10.1080/21551197.2024.2367972