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Background: Despite disproportionate rates of mental ill-health compared with non-Indigenous populations, few programs have been tailored to the unique health, social, and cultural needs and preferences of young Aboriginal and Torres Strait Islander males. This paper describes the process of culturally adapting the US-based Young Black Men, Masculinities, and Mental Health (YBMen) Project to suit the needs, preferences, culture, and circumstances of Aboriginal and Torres Strait Islander males aged 16–25 years in the Northern Territory, Australia. YBMen is an evidence-based social media-based education and support program designed to promote mental health, expand understandings of gender and cultural identities, and enhance social support in college-aged Black men. Methods: Our adaptation followed an Extended Stages of Cultural Adaptation model. First, we established a rationale for adaptation that included assessing the appropriateness of YBMen's core components for the target population. We then investigated important and appropriate models to underpin the adapted program and conducted a non-linear, iterative process of gathering information from key sources, including young Aboriginal and Torres Strait Islander males, to inform program curriculum and delivery. Results: To maintain program fidelity, we retained the core curriculum components of mental health, healthy masculinities, and social connection and kept the small cohort, private social media group delivery but developed two models: 'online only' (the original online delivery format) and 'hybrid in-person/online' (combining online delivery with weekly in-person group sessions). Adaptations made included using an overarching Aboriginal and Torres Strait Islander social and emotional wellbeing framework and socio-cultural strengths-based approach; inclusion of modules on health and wellbeing, positive Indigenous masculinities, and respectful relationships; use of Indigenous designs and colours; and prominent placement of images of Aboriginal and Torres Strait Islander male sportspeople, musicians, activists, and local role models. Conclusions: This process resulted in a culturally responsive mental health, masculinities, and social support health promotion program for young Aboriginal and Torres Strait Islander males. Next steps will involve pilot testing to investigate the adapted program's acceptability and feasibility and inform further refinement. Keywords: Aboriginal, Torres Strait Islander, Indigenous, Australia, male, cultural adaptation, social media, mental health, masculinities, social support. [ABSTRACT FROM AUTHOR]

Background: This study involved a scoping review to explore factors influencing dental hygienist demand and supply in high-income countries. Methods: A six-stage scoping review was conducted with separate search strategies tailored to four databases (MEDLINE, CINAHL, Google Scholar, and Google) plus a targeted scan of dental hygienist organization websites. This yielded 2,117 unique citations, leading to 148 articles included in the review. Results: Nearly half of the articles (47%) focused on the United States, with 11% on Canada. Most articles (91%) were in English, alongside 13 in Korean and one in French. Journal articles comprised 62% of the publications, followed by reports/working papers (11%) and websites (11%). Other types included conference abstracts, policy briefs, and presentation slides. Content-wise, 47% were original research, with analysis articles (14%), commentaries (11%), and reviews (8%) also present. The articles were coded into three main categories: workforce characteristics/projections, factor-specific analyses, and workforce opportunities. The articles on workforce characteristics covered demographic, geographic, and employment aspects of dental hygienists, along with projections for supply and demand using simulation modelling and geospatial analyses. Factor-specific articles investigated the (1) working environment, (2) policy/regulatory/training environment, (3) job/career satisfaction and related human resource issues, and (4) scope of practice. The third key category of articles highlighted opportunities for expanding the workforce through alternative models in different sectors/settings (e.g., public health, primary care, long-term care, hospitals, mobile outreach, and non-clinical roles including research, education and leadership) and for a range of vulnerable or underserved populations (e.g., geriatric and pediatric populations, persons with disabilities, those living in rural/remote areas, Indigenous peoples, and incarcerated people). Conclusions: This review provides a comprehensive documentation of the current state of the dental hygienist workforce, compiling factors affecting demand and supply, and highlighting opportunities for the dental hygienist workforce in Canada and other high-income countries. The findings offer a foundation for future research, highlighting the need for more focused and rigorous reviews and underscoring the necessity of high-quality studies to verify the effectiveness of various interventions and policies. This is crucial to address dental hygienist workforce challenges and ensure the sustainability and effectiveness of oral health care delivery. [ABSTRACT FROM AUTHOR]

Background: Those whose lives are most directly impacted by health care—patients, caregivers, and frontline staff—are ideally situated to improve patient health care services and care quality. Despite a proliferation of literature on both Patient and Public Involvement (PPI) and clinical quality improvement (QI), concrete strategies regarding how to involve patients remain elusive. Aim: Research suggests catalyst films, comprised of rigorously-analyzed interview data from diverse patients about their experiences with health and health care ("catalyst films") are a promising way to bring actionable patient feedback to QI. To date, such films have been crafted primarily by researchers. This project aimed to inform the science of engagement through analyzing how deliberate PPI informed the process of creating catalyst films. Methods: PPI methods included: research team norming activities through a project charter and role delineation process; key informant interviews; participant-ambassador videotaped interviews; clinician and research focus groups; and inclusion of advisors on the research team. Content studied for the analysis presented here included team meeting notes, interview and focus group transcripts, and documentation from a facilitated discussion about team processes. These data were analyzed to determine the impact of our PPI process. Member checking verified themes and lessons learned. Results: PPI shaped team deliberations and final products in substantial ways, including: what material to include in catalyst films and the tone they should convey; multiple issues regarding representation; and our collective understanding of how catalyst films could be used in the United States. Specific discussions addressed: how to include the optimal mix of interview segments that describe experiences with those that more directly point towards care improvement strategies; and how to balance positive and negative feedback from patients about experiences with care. Team process issues included ensuring equity in involvement despite team members having differing and sometimes multiple roles that complicated power dynamics and processes. Conclusions: Multiple forms and degrees of PPI resulted in significant influence on catalyst films and companion materials. Our project thus provides proof of concept for PPI in creation of video products for QI which have traditionally been crafted by researchers. The model we developed, and document in this paper, can be adapted by others creating research-derived video products. Our findings can also inform future research on how co-designing catalyst films enhances their value for QI and the application of co-designed catalyst film use in QI. Lastly, it can guide those engaged in QI and medical education in their selection of film products focused on patient experiences. Plain English Summary: Involving patients in care improvement efforts is valuable for improving the quality and safety of health care services because patients offer unique insights and are directly impacted by the system. Involving patients in these efforts can also inform better patient and family experiences. Studies have shown that using video interviews highlighting good and bad patient experiences in healthcare is one of the promising way to include a wider range of patient narratives and feedback in care improvement. Videos used in these situations are now called catalyst films, formerly known as trigger films. This paper describes how catalyst films are similar to and distinct from other film products used in research and improvement projects. It examines a process for equitably engaging a team of many different stakeholders—patients, providers, and researchers—to select video excerpts from existing research-based patient experience interviews to create catalyst films. It describes methods used to ensure robust input from all team members, so that all perspectives influence the catalyst films. The study concluded that patient and public involvement had significant impact on both the research process and the final products created. Our findings can equip those making or selecting films for use in improving health and social care to ensure films are patient informed. The paper concludes by offering limitations and recommendations for future research to advance the fields of patient and public involvement and quality improvement. [ABSTRACT FROM AUTHOR]

Background: Racism in the healthcare system has become a burgeoning focus in health policy-making and research. Existing research has shown both interpersonal and structural forms of racism limiting access to quality healthcare for racialised healthcare users. Nevertheless, little is known about the specifics of racism in the inpatient sector, specifically hospitals and rehabilitation facilities. The aim of this scoping review is therefore to map the evidence on racial discrimination experienced by people receiving treatment in inpatient settings (hospitals and rehabilitation facilities) or their caregivers in high-income countries, focusing specifically on whether intersectional axes of discrimination have been taken into account when describing these experiences. Methods: Based on the conceptual framework developed by Arksey and O'Malley, this scoping review surveyed existing research on racism and racial discrimination in inpatient care in high-income countries published between 2013 and 2023. The software Rayyan was used to support the screening process while MAXQDA was used for thematic coding. Results: Forty-seven articles were included in this review. Specifics of the inpatient sector included different hospitalisation, admission and referral rates within and across hospitals; the threat of racial discrimination from other healthcare users; and the spatial segregation of healthcare users according to ethnic, religious or racialised criteria. While most articles described some interactions between race and other social categories in the sample composition, the framework of intersectionality was rarely considered explicitly during analysis. Discussion: While the USA continue to predominate in discussions, other high-income countries including Canada, Australia and the UK also examine racism in their own healthcare systems. Absent from the literature are studies from a wider range of European countries as well as of racialised and disadvantaged groups other than refugees or recent immigrants. Research in this area would also benefit from an engagement with approaches to intersectionality in public health to produce a more nuanced understanding of the interactions of racism with other axes of discrimination. As inpatient care exhibits a range of specific structures, future research and policy-making ought to consider these specifics to develop targeted interventions, including training for non-clinical staff and robust, transparent and accessible complaint procedures. [ABSTRACT FROM AUTHOR]

Background: Engaging patients and community members in healthcare implementation, research and evaluation has become more popular over the past two decades. Despite the growing interest in patient engagement, there is scant evidence of its impact and importance. Boot Camp Translation (BCT) is one evidence-based method of engaging communities in research. The purpose of this report is to describe the uptake by primary care practices of cardiovascular disease prevention materials produced through four different local community engagement efforts using BCT. Methods: EvidenceNOW Southwest (ENSW) was a randomized trial to increase cardiovascular disease (CVD) prevention in primary care practices. Because of its study design, Four BCTs were conducted, and the materials created were made available to participating practices in the "enhanced" study arm. As a result, ENSW offered one of the first opportunities to explore the impact of the BCT method by describing the uptake by primary care practices of health messages and materials created locally using the BCT process. Analysis compared uptake of locally translated BCT products vs. all other products among practices based on geography, type of practice, and local BCT. Results: Within the enhanced arm of the study that included BCT, 69 urban and 13 rural practices participated with 9 being federally qualified community health centers, 14 hospital owned and 59 clinician owned. Sixty-three practices had 5 or fewer clinicians. Two hundred and ten separate orders for materials were placed by 43 of the 82 practices. While practices ordered a wide variety of BCT products, they were more likely to order materials developed by their local BCT. Conclusions: In this study, patients and community members generated common and unique messages and materials for cardiovascular disease prevention relevant to their regional and community culture. Primary care practices preferred the materials created in their region. The greater uptake of locally created materials over non-local materials supports the use of patient engagement methods such as BCT to increase the implementation and delivery of guideline-based care. Yes, patient and community engagement matters. Trial registration and IRB: Trial registration was prospectively registered on July 31, 2015 at ClinicalTrials.gov (NCT02515578, protocol identifier 15–0403). The project was approved by the Colorado Multiple Institutional Review Board and the University of New Mexico Human Research Protections Office. [ABSTRACT FROM AUTHOR]

Background: One practice in healthcare implementation is patient engagement in quality improvement and systems redesign. Implementers in healthcare systems include clinical leadership, middle managers, quality improvement personnel, and others facilitating changes or adoption of new interventions. Patients provide input into different aspects of health research. However, there is little attention to involve patients in implementing interventions, especially in the United States (U.S.), and this might be essential to reduce inequities. Implementers need clear strategies to overcome challenges, and might be able to learn from countries outside the U.S. Methods: We wanted to understand existing work about how patients are being included in implementation activities in real world U.S. healthcare settings. We conducted an environmental scan of three data sources: webinars, published articles, and interviews with implementers who engaged patients in implementation activities in U.S. healthcare settings. We extracted, categorized, and triangulated from data sources the key activities, recurring challenges, and promising solutions using a coding template. Results: We found 27 examples of patient engagement in U.S. healthcare implementation across four webinars, 11 published articles, and seven interviews, mostly arranging patient engagement through groups and arranging processes for patients that changed how engaged they were able to be. Participants rarely specified if they were engaging a population experiencing healthcare inequities. Participants described eight recurring challenges; the two most frequently identified were: (1) recruiting patients representative of those served in the healthcare system; and (2) ensuring processes for equitable communication among all. We matched recurring challenges to promising solutions, such as logistic solutions on how to arrange meetings to enhance engagement or training in inclusivity and power-sharing. Conclusion: We clarified how some U.S. implementers are engaging patients in healthcare implementation activities using less and more intensive engagement. It was unclear whether reducing inequities was a goal. Patient engagement in redesigning U.S. healthcare service delivery appears similar to or less intense than in countries with more robust infrastructure for this, such as Canada and the United Kingdom. Challenges were common across jurisdictions, including retaining patients in the design/delivery of implementation activities. Implementers in any region can learn from those in other places. [ABSTRACT FROM AUTHOR]

Background: Our aims were to examine themes of the most difficult or distressing events reported by healthcare workers during the first wave of COVID-19 pandemic in two US health care systems in order to identify common themes and then to relate them to both behavioral theory and measures of anxiety and depression. Methods: We conducted a cross-sectional survey of nurses and physicians during the early phases of the COVID-19 pandemic in the US. An emailed recruitment letter was sent, with about half choosing to supply open-ended responses relevant to thematic analysis. We measured symptoms of anxiety and depression separately, captured demographics, and asked two open-ended questions regarding events that were the most difficult or stressful, and reinforced pride. We reported descriptive statistics and coded thematic categories for their continuum "pride" and "distress" the factors related to fostering well-being according to the Self-Determination Theory. Results: Themes that emerged from these narratives were congruent with prediction of Self-Determination theory that autonomy-supportive experiences will foster pride, while autonomy-thwarting experiences will cause distress. Those who reported distressful events were more anxious and depressed compared to those who did not. Among those who reported incidences that reinforced pride in the profession, depression was rarer compared to those who did not. These trends were evident after allowing for medical history and other covariates in logistic regressions. Conclusion: Causal claims from our analysis should be made with caution due to the cross-sectional research design. Understanding perceptions of the pandemic by nurses and physicians may help identify and manage sources of distress, and suggest means of mitigating the risk of mental health distress through autonomy-supportive policies. [ABSTRACT FROM AUTHOR]

Background: The relationship between healthcare service accessibility in the community and incarceration is an important, yet not widely understood, phenomenon. Community behavioral health and the criminal legal systems are treated separately, which creates a competing demand to confront mass incarceration and expand available services. As a result, the relationship between behavioral health services, demographics and community factors, and incarceration rate has not been well addressed. Understanding potential drivers of incarceration, including access to community-based services, is necessary to reduce entry into the legal system and decrease recidivism. This study identifies county-level demographic, socioeconomic, healthcare services availability/accessibility, and criminal legal characteristics that predict per capita jail population across the U.S. More than 10 million individuals pass through U.S. jails each year, increasing the urgency of addressing this challenge.Methods: The selection of variables for our model proceeded in stages. The study commenced by identifying potential descriptors and then using machine learning techniques to select non-collinear variables to predict county jail population per capita. Beta regression was then applied to nationally available data from all 3,141 U.S. counties to identify factors predicting county jail population size. Data sources include the Vera Institute's incarceration database, Robert Wood Johnson Foundation's County Health Rankings and Roadmaps, Uniform Crime Report, and the U.S. Census.Results: Fewer per capita psychiatrists (z-score = -2.16; p = .031), lower percent of drug treatment paid by Medicaid (-3.66; p < .001), higher per capita healthcare costs (5.71; p < .001), higher number of physically unhealthy days in a month (8.6; p < .001), lower high school graduation rate (-4.05; p < .001), smaller county size (-2.66, p = .008; -2.71, p = .007; medium and large versus small counties, respectively), and more police officers per capita (8.74; p < .001) were associated with higher per capita jail population. Controlling for other factors, violent crime rate did not predict incarceration rate.Conclusions: Counties with smaller populations, larger percentages of individuals that did not graduate high school, that have more health-related issues, and provide fewer community treatment services are more likely to have higher jail population per capita. Increasing access to services, including mental health providers, and improving the affordability of drug treatment and healthcare may help reduce incarceration rates. [ABSTRACT FROM AUTHOR]

Background: Ethiopia's government and civil society have driven crosscutting initiatives in the last 15 years to improve sexual and reproductive health outcomes, including passing a 2005 abortion law that facilitated reduced rates of maternal death due to unsafe abortion. However, both the government and nongovernmental organizations have relied on external funding for sexual and reproductive health and rights, particularly from the U.S. government, which has been Ethiopia's largest global health donor. This article explores how the implementation and expansion of the 2017–2021 U.S. foreign policy "Protecting Life in Global Health Assistance," also known as the Global Gag Rule—which attached itself to a nongovernmental organization's funding—impacted sexual and reproductive health and rights, including safe abortion care, in Ethiopia. Methods: This article is based on research conducted by PAI staff in Ethiopia in 2018 with follow-up in 2019. PAI held in-depth semistructured interviews with representatives of 30 organizations in Ethiopia's capital, Addis Ababa. Among these groups were U.S.-based and non-U.S. nongovernmental organizations, including community-based organizations, non-U.S. government donors, and Ethiopian government officials. Results: Nongovernmental organizations have been essential to sexual and reproductive health service provision and advocacy in Ethiopia. Because of the sector's reliance on U.S. global health assistance, these organizations; their activities; and, consequently, the wider health system were negatively impacted by the Global Gag Rule. Certain vulnerable groups, particularly adolescents and youth, have traditionally relied on the private sector for sexual and reproductive health services. PAI's research demonstrates that U.S. policy disrupted activities and service delivery, threatened the closure of private clinics, stalled mobile outreach, and impacted safe abortion training of health personnel. Additionally, the Global Gag Rule dismantled partnerships, affected non-U.S. government donors' investments, and caused confusion that limited activities permissible under the policy. Conclusions: The Trump administration's Global Gag Rule forced non-U.S. organizations to choose between providing comprehensive care or losing U.S. global health assistance, ultimately impacting populations in need of services. Ethiopia provides a clear example of how the Global Gag Rule can threaten a country's domestic health agenda by targeting nongovernmental organizations that are vital to health service delivery and safe abortion care. Plain language summary: In 2005, Ethiopia's government, health advocates, and service providers secured a more liberal abortion law that has been instrumental in reducing maternal deaths due to unsafe abortion. However, these fragile gains are vulnerable because the in-country sexual and reproductive health sector has relied heavily on external funding. The U.S. government has been an important development partner to Ethiopia for global health and, in particular, reproductive health and family planning. As a result, the Global Gag Rule, reimposed and expanded by the Trump administration in 2017, impacted sexual and reproductive health and rights in Ethiopia. U.S. agencies and departments attached this policy to U.S. global health assistance for nongovernmental organizations that were critical partners in service delivery and advocacy. In a country like Ethiopia with a progressive environment for sexual and reproductive health, including safe abortion care, it remains important to examine the impacts of the Global Gag Rule, despite being rescinded in January 2021 by the Biden administration, as the policy has still not yet been permanently repealed and could be reinstated by future administrations. PAI's research sought to document the impacts of the expanded Global Gag Rule on sexual and reproductive health in Ethiopia, with a focus on safe abortion care. Study participants reported that nongovernmental organizations serving rural populations, adolescents and youth, sex workers, and people living with HIV/AIDS were impacted by the loss of U.S. government funding due to noncompliance with the policy. Organizations that chose to comply with the policy were forced to stop critical activities like training on safe abortion care. Outcomes also included self-censorship out of fear of the policy and dismantled partnerships between compliant and noncompliant organizations. [ABSTRACT FROM AUTHOR]

Background: Expansion of healthcare insurance coverage to bariatric surgeries has led to an increased demand from patients for post-bariatric contouring surgeries. This study examined the relationship between the use of contouring procedures on post-bariatric surgery patients, clinical need and sociodemographic factors.Methods: Data were extracted from the Healthcare Cost and Utilization Project (HCUP) Nationwide Ambulatory Surgery Sample (NASS) regarding hospital-owned ambulatory surgical centres in the US. Episodes without missing values relating to patients, 18 years old or above were the primary unit of analysis. Episodes were excluded if the field regarding expected payer was reported as "no charge." The primary outcome was the likelihood of panniculectomy, abdominoplasty, and mastopexy among post-bariatric surgery patients; and the degree to which uptake of these types of contouring surgery were associated with age, gender, median households' income, expected payer, patient's location, and comorbidity.Results: A total of 66,368 weighted episodes of care received by patients who had had bariatric surgery were extracted (54,684 female [82.4%]; mean age, 51.3 [SD, 12.1]; 6219 episodes had contouring surgeries [9.37%]). Panniculectomy was the most common post-bariatric contouring procedure (3.68%). Uptake of post-bariatric contouring procedures was associated with age, sex, payment type, area-based measures of median household income, and patient location. Compared to Medicare insured patients, the odds of receiving contouring surgery among self-payers were 1.82 (95% CI, 1.47 to 2.26) for panniculectomy, 14.79 (95% CI, 12.19 to 17.93) for abdominoplasty and 47.97 (95% CI, 32.76 to 70.24) for mastopexy. Rank order of comorbidity profiles also differed between insured and self-paying recipients of contouring surgery.Conclusions: Insurance status of bariatric surgery patients and their sex were strongly associated with receipt of a range of contouring procedures. Self-payments were associated with a doubling of the odds of having panniculectomy and an increase in the odds to approximately 14 times for abdominoplasty and 48 times for mastopexy. Thus, access to contouring surgery by post-bariatric patients may be disproportionately dependent on personal preference supported by ability to pay rather than clinical need. Further research is needed to examine the impact of contouring or delayed/denied contouring on health status. [ABSTRACT FROM AUTHOR]

Background: A woman and girl centred, rights-based approach to health care is critical to achieving sexual and reproductive health. However, women with female genital mutilation in high-income countries have been found to receive sub-optimal care. This study examined documents guiding clinicians in health and community service settings in English-speaking high-income countries to identify approaches to ensure quality women and girl-centred care for those with or at risk of female genital mutilation. Method: We undertook a scoping review using the integrative model of patient-centredness to identify principles, enablers, and activities to facilitate woman and girl-centred care interactions. We developed an inclusion criterion to identify documents such as guidance statements and tools and technical guidelines, procedural documents and clinical practice guidelines. We searched the databases and websites of health professional associations, ministries of health, hospitals, national, state and local government and non-government organisations working in female genital mutilation in the United Kingdom, Ireland, Canada, The United States, New Zealand, and Australia. The Appraisal of Guidelines for Research and Evaluation tool was used to appraise screened documents. Findings: One-hundred and twenty-four documents were included in this scoping review; 88 were developed in the United Kingdom, 20 in Australia, nine in the United States, three in Canada, two in New Zealand and two in Ireland. The focus of documents from the United Kingdom on multi-professional safeguarding (62), while those retrieved from Australia, Canada, Ireland, New Zealand and the US focused on clinical practice. Twelve percent of the included documents contained references to all principles of patient-centred care, and only one document spoke to all principles, enablers and activities. Conclusion: This study demonstrates the need to improve the female genital mutilation-related guidance provided to professionals to care for and protect women and girls. Professionals need to involve women and girls with or at risk of female genital mutilation in the co-design of guidelines and tools and evaluation of them and the co-production of health care. Plain Language Summary: High-quality health care for women and girls should be provided by health workers who are respectful and caring. Health workers should also work with others as a team and help women and girls make their own decisions about their health care. This approach is called patient-centred care. Female genital mutilation (FGM) is a cultural practice associated with poor health outcomes. Women who have experienced FGM have not always received quality health care. We studied the guidance and tools to help health workers provide care to women and girls with or at risk of FGM. This study aimed to understand how health workers are supported to provide woman and girl-centred health care in these documents. We searched for these documents on the websites of health professional associations, government health departments and organisations working in FGM in the United Kingdom, Ireland, Canada, The United States, New Zealand, and Australia. The documents were analysed using a tool that described all the important areas needed to provide patient-centred health care. Of the 124 documents, we found that only 12% contained information about all aspects of patient-centred care. Only one document had details about all the areas that are part of patient-centred care. This study shows that we need to improve the FGM-related guidance provided to health workers to care for and protect women and girls. There is a need for health workers to involve women and girls with or at risk of FGM in designing guidelines and tools and evaluating them to these documents best fit their needs. [ABSTRACT FROM AUTHOR]

Background: Decomposing health care spending by disease, type of care, age, and sex can lead to a better understanding of the drivers of health care spending. But the lack of diagnostic coding in outpatient care often precludes a decomposition by disease. Yet, health insurance claims data hold a variety of diagnostic clues that may be used to identify diseases.Methods: In this study, we decompose total outpatient care spending in Switzerland by age, sex, service type, and 42 exhaustive and mutually exclusive diseases according to the Global Burden of Disease classification. Using data of a large health insurance provider, we identify diseases based on diagnostic clues. These clues include type of medication, inpatient treatment, physician specialization, and disease specific outpatient treatments and examinations. We determine disease-specific spending by direct (clues-based) and indirect (regression-based) spending assignment.Results: Our results suggest a high precision of disease identification for many diseases. Overall, 81% of outpatient spending can be assigned to diseases, mostly based on indirect assignment using regression. Outpatient spending is highest for musculoskeletal disorders (19.2%), followed by mental and substance use disorders (12.0%), sense organ diseases (8.7%) and cardiovascular diseases (8.6%). Neoplasms account for 7.3% of outpatient spending.Conclusions: Our study shows the potential of health insurance claims data in identifying diseases when no diagnostic coding is available. These disease-specific spending estimates may inform Swiss health policies in cost containment and priority setting. [ABSTRACT FROM AUTHOR]