Background A surgical fellowship allows both additional training as well as maintenance of surgical skills while searching for a steady job. As the presence of fellows usually does not results in a measurably higher productivity, fellowshipsmay be considered a form of disguised unemployment. The aim of this study is to evaluate the career flow of a surgical trainee to a staff position and to determine the number of surgeons working on temporary basis within the general surgery workforce in Flanders.Methods All surgeons graduated in Flanders between 2000 and 2022 were invited to fill out a web-based survey concerning their current and past employment. Reminders were sent out after 2 and 4 weeks. Statistical analysis was performed with SPSS version 27.0 (IBM Inc., Chicago, IL, USA.)Results Response rate was 64% (292/457) with 76% of respondents currently working as surgeons, 14% (38) as fellows and 10% working outside the surgical domain. Eighty-two percent of current fellows graduated in 2019 or later. Thirty-one percent of surgeons graduated in 2019 are still working as fellows. For surgeons graduated in 2020, 2021 and 2022 this is 45%, 80% and 90% respectively. Compared to staff surgeons the number of additional training years (2,8 ± 1,0 vs 2,2 ± 1,3; p = 0,009). and the number of applications (6,6 ± 5 vs 3,3 ± 3; p < 0,001) is significantly higher for current fellowsConclusion This study shows that disguised unemployment is present in the general surgical community in Flanders. The status of \"fellow\" should be incorporated in calculations concerning future needs of the surgical workforce in order to prevent open unemployment.

Homelessness in psychiatric patients in Flanders, Belgium, has never been investigated. Advocacy groups from patients with lived experience of psychiatric disorders have sounded the alarm on the scarcity of suitable housing options, the strain on psychiatric institutions, and the challenges faced by social service workers. To investigate the extent of the problem a survey on the topic was initiated. A \"homelessness-in-mental-health-questionnaire\" was designed by experts in the field. The social services of all Flemish psychiatric hospitals and all psychiatric wards in general hospitals were contacted and invited to complete this survey. 24 of 70 contacted services responded. The total number of homeless patients in the inpatient setting on an annual basis are estimated to an average 19.5%. 18% of homeless patients remain longer in admission due to the lack of housing options. 13.7% of homeless psychiatric patients are referred to a community care facility such as an assisted living facility. Social service respondents reported spending an average of 27.4% of their work time on housing issues. The main focus points according to the respondents are the lack of priority measures for homeless psychiatric patients, psychiatric problems as a barrier to housing options and the shortage of adapted housing capacity. The conclusion of this study is the need for comprehensive policy interventions to ensure an adequate supply of suitable social housing for psychiatric patients, accessible mental health care, alternative housing options and crisis accommodation facilities. We propose a 10-point action plan on housing for psychiatric patients for policymakers and politicians.

UNASSIGNED: socNAMs provides a comprehensive and comparative dataset for researchers to identify how students\' recent migration and their school setting relates to their social wellbeing, particularly regarding their feelings of loneliness. Results: This study design article delineates a quantitative cross-sectional research study (socNAMs) which successfully developed three questionnaires that were administered with unique and hard to reach populations, newly-arrived adolescent migrants (NAMs) and school staff offering reception education in Flanders, Belgium.
UNASSIGNED: At the individual level, socNAMs collected information on: (1) socio-demographic variables of NAMs; (2) migration and family context; (3) social relationships; (4) school experiences; (5) self-perceived wellbeing (physical and social); and (6) experiences with discrimination. The questionnaire developed for NAMs is available in 16 languages. To gain a further understanding of the impact of the school environment on NAMs, socNAMs collected contextual information primarily concerning school social capital by including data collected from teachers and reception-class coordinators. The final sample included 1379 NAMs, 50 teachers and 26 reception-class coordinators, from 35 schools offering reception education.
UNASSIGNED: In this article, we present the rationale for this study, the methodology of sampling and recruitment, the development and content of the questionnaires, some preliminary descriptive results and the strengths and limitations of the study. Future empirical studies will address the research aims outlined in this protocol paper. In addition, we highlight the opportunities that the dataset provides for advancing research regarding the social wellbeing of NAMs in varying school and national contexts.

The aim of this article is to describe a newly created open access database of archeological human remains collections from Flanders, Belgium. The MEMOR database (www.memor.be) was created to provide an overview of the current practices of loans, reburial, and the research potential of human skeletons from archeological sites currently stored in Flanders. In addition, the project aimed to provide a legal and ethical framework for the handling of human remains and was created around stakeholder involvement from anthropologists, geneticists, contract archeologists, the local, regional and national government agencies, local and national government, universities, and representatives of the major religions. The project has resulted in the creation of a rich database with many collections available for study. The database was created using the open-source Arches data management platform that is freely available for organizations worldwide to configure in accordance with their individual needs and without restrictions on its use. Each collection is linked to information about the excavation and the site the remains originate from, its size and time period. In addition, a research potential tab reveals whether any analyses were performed, and whether excavation notes are available with the assemblage. The database currently contains 742 collections, ranging in size from 1 to over 1000 individuals. New collections will continue to be added when new assemblages are excavated and studied. The database can also be expanded to include human remains collections from other regions and other material categories, such as archaeozoological collections.

UNASSIGNED: Transportation plays an essential role in daily life, allowing people to participate in the community and form social relationships. Many autistic people rely on public transportation to meet their mobility needs. However, research shows that it is not always easy for them to use it. The exact issues autistic individuals face when traveling with public transportation and how public transportation can be made more autism-friendly have yet to be researched. The current study allowed autistic individuals to express themselves regarding issues they face while traveling by public bus transportation, to raise awareness for making public transportation more autism-friendly. We interviewed 17 autistic individuals about their experiences riding the bus. Three main themes emerged from the results: creating predictability, limiting stimuli, and open and accessible communication. If transport companies take initiatives related to these themes, autistic people traveling by bus can have a more pleasant experience. Participants also described coping strategies for stressful or uncomfortable situations while using public bus transportation, such as using noise-cancelling headphones or digital applications for real-time route tracking, etc. These findings may lead to a more autism-friendly public transportation.

Depression is a common mental disorder in family practice with an impact on global health. The aim of this study is to provide insight in the trends of epidemiological measures as well as pharmacological treatments and comorbidities of depression.
A study using data from INTEGO, a family practice registration network in Flanders, Belgium. Trends in age-standardized prevalence and incidence of depression from 2000 to 2019 as well as antidepressant prescriptions in prevalent depression cases were analyzed with join point regression. Comorbidity profiles were explored using the Cochran-Armitage test and the Jonckheere-Terpstra test.
We identified 538 299 patients older than 15 years during the study period. We found an increasing trend in the age-standardized prevalence of depression from 6.73 % in 2000 to 9.20 % in 2019. For the incidence of depression, a decreasing trend was observed from 2000 to 2015 with an incidence of 9.42/1000 in 2000 and 6.89/1000 in 2015, followed by an increasing trend from 2015 to 2019 (incidence of 13.64/1000 in 2019). The average number of chronic diseases per patient with depression increased significantly during the study period (from 1.2 to 1.8), and the proportion of patients relative to the whole study population that received at least one antidepressant prescription per year increased between 2000 and 2019 from 26.44% to 40.16%.
The prevalence of depression increases while the incidence sharply rises, but only in recent years. Patients with depression tend to have more comorbidities, making a multi-faceted approach to these patients more important.

UNASSIGNED: To analyse the mineral content of tap water in Flanders and assess if the region one lives in could prevent or precipitate stone formation due to a difference in mineral content.
UNASSIGNED: Data from six water companies providing tap water to nine regions in Flanders regarding calcium, magnesium, potassium, sodium and sulphate content in tap water was retrieved. Minimum and maximum values were collected and compared between the different geographical regions.
UNASSIGNED: The highest calcium level was found in region 9 with a value of 157.0 mg/L, which is almost 10 times the value found in region 8 (16.1 mg/L). Region 6 had the highest magnesium (31.8 mg/L), potassium (30.5 mg/L), sodium (126.6 mg/L) and sulphate (218.5 mg/L) levels. The lowest level of magnesium (2.7 mg/L) was found in region 1, which was almost 12 times lower as in Region 6. Region 9 had the lowest level of potassium (1.5 mg/L), which is a factor 20 lower than Region 6. The lowest sodium and sulphate levels were found in region 8 (6.8 mg/L and 3.0 mg/L), respectively. The difference between the highest and lowest level of sulphate was a factor 70.
UNASSIGNED: There is a broad range in the minerals found in tap water between the different production sites in the nine distribution regions in Flanders. However, due to the high standards tap water has to meet in Flanders, the region one lives in will not lead to a higher or lower risk of kidney stone formation if the advised 2 to 3 L per day are consumed.

Toxin-producing Corynebacterium ulcerans, a causative agent of diphtheria in humans, was isolated from 53 hedgehogs in Belgium during the spring of 2020. Isolates showed low levels of acquired antimicrobial drug resistance. Strain diversity suggests emergence from an endemic situation. These findings stress the need for raising public awareness and improved wildlife disease surveillance.

Background: The Belgian Superior Health Council recommends seasonal influenza vaccination for people working in the health care sector in order to reduce the risk of the influenza virus being transmitted to people at risk. The aim of this study is to provide more insight into the current vaccination rate in nurses and health care professionals in emergency services in Flanders. In addition, the influence of influenza vaccination on absenteeism will be investigated, as well as the motivation to get vaccinated or not.Methods: A quantitative multicentre, cross-sectional study was carried out in whichnurses and health care professionals in emergency services in Flanders were questioned by means of an online questionnaire.Results: The survey of nurses and health care professionals in Flanders from 2018 shows that 54% (294/548) gets vaccinated in this year. Respondents who have been vaccinated report a lower absenteeism due to influenza compared to health workers who do not get vaccinated. There is a lack of general knowledge about influenza and vaccination. Thirty-four percent of nurses and health care professionals in emergencies do not know the correct definition of influenza. The main reasons for being vaccinated are: to protect oneself (27%), family members (21.5%) and patients (16%). Reasons for not getting vaccinated are: never having had the influenza before (30%), believing you get the influenza because of the vaccination (12%), no belief or trust in the vaccine (19%). Three percent of respondents who received the influenza vaccine were absent due to flu. The absence due to influenza was higher among the respondents who were not vaccinated, namely 11%. Being vaccinated for influenza or not has been associated with being absent for influenza.Conclusions: Given that there is a lack of general knowledge about influenza and its vaccination, the vaccination campaigns should cover this knowledge gap. Efforts to convince both nursing and care professionals about the protective role of the Influenza vaccine. These efforts can improve the influenza vaccination coverage rate and consequently minimize the absenteeism.Abbreviations: WHO: World Health Organization; UZA: University Hospital of Antwerp; SPSS: Statistical Package for the Social Sciences.

This paper discusses how the transcription hurdle in dialect corpus building can be cleared. While corpus analysis has strongly gained in popularity in linguistic research, dialect corpora are still relatively scarce. This scarcity can be attributed to several factors, one of which is the challenging nature of transcribing dialects, given a lack of both orthographic norms for many dialects and speech technological tools trained on dialect data. This paper addresses the questions (i) how dialects can be transcribed efficiently and (ii) whether speech technological tools can lighten the transcription work. These questions are tackled using the Southern Dutch dialects (SDDs) as case study, for which the usefulness of automatic speech recognition (ASR), respeaking, and forced alignment is considered. Tests with these tools indicate that dialects still constitute a major speech technological challenge. In the case of the SDDs, the decision was made to use speech technology only for the word-level segmentation of the audio files, as the transcription itself could not be sped up by ASR tools. The discussion does however indicate that the usefulness of ASR and other related tools for a dialect corpus project is strongly determined by the sound quality of the dialect recordings, the availability of statistical dialect-specific models, the degree of linguistic differentiation between the dialects and the standard language, and the goals the transcripts have to serve.