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Wecker H, Ziehfreund S, Sitaru S, Johansson EK, Elberling J, Doll A, Nicolaidou E, Scala E, Boffa MJ, Schmidt L, Sikora M, Torres T, Chernyshov PV, Zink A. Burden of atopic dermatitis in Europe: A population-centred approach leveraging web search data in 21 European countries. J Eur Acad Dermatol Venereol 2024; 38:1637-1648. [PMID: 38641980 DOI: 10.1111/jdv.19989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 02/28/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND The complexity, high prevalence, and substantial personal and socioeconomic burden collectively render atopic dermatitis (AD) a major public health concern. Using crowdsourced Internet data has the potential to provide unique insights into this concern, as demonstrated by several previous studies. However, a comprehensive comparison across European countries remains lacking. OBJECTIVES The study aimed to investigate AD-related web searches across Europe to assess spatiotemporal variations and associations between disease-related and external factors. METHODS AD-related web search data were extracted for 21 European countries between February 2019 and January 2023. Descriptive analysis and autocorrelation functions were performed to examine spatiotemporal patterns. Correlations (r) were used to evaluate the associations between web searches and disease-related, socioeconomic and meteorological data. RESULTS Over 241 million AD-related web searches were identified, with search volume varying substantially among European countries (p < 0.001) and correlating with AD prevalence and disease burden (both r = 0.51, p = 0.019). Search volume increased between 2019 and 2023 in all countries and seasonally peaked in January and March. Negative correlations with median population age (r = -0.46, p = 0.039), number of general practitioners (r = -0.29, p = 0.226) and specialists (r = -0.27, p = 0.270) were observed. Moderate to strong correlations were found between search volume and cold, humid and windy weather with fewer sunshine hours, while higher online interest typically occurred 1-3 months after such weather conditions. CONCLUSION The study highlights the great potential of online crowdsourced data analysis, for example, to investigate the impact of climate change or to identify unmet needs at a population level. Furthermore, the growing online interest in AD and the corresponding seasonal peaks emphasize the necessity of adapting treatment plans, intensifying public health campaigns, and disseminating reliable online information by governments and healthcare providers, especially during these periods.
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Affiliation(s)
- Hannah Wecker
- Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Stefanie Ziehfreund
- Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Sebastian Sitaru
- Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Emma K Johansson
- Division of Dermatology and Venereology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Dermatology and Venereology, Karolinska University Hospital, Stockholm, Sweden
| | - Jesper Elberling
- Department of Dermatology and Allergy, Herlev and Gentofte Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Anaïs Doll
- Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Electra Nicolaidou
- 1st Department of Dermatology and Venereology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Emanuele Scala
- Department of Dermatology and Venereology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Division of Dermatology and Venereology, Department of Medicine Solna and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Lea Schmidt
- Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Mariusz Sikora
- National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
| | - Tiago Torres
- Department of Dermatology, Centro Hospitalar Universitário de Santo António, University of Porto, Porto, Portugal
| | - Pavel V Chernyshov
- Department of Dermatology and Venereology, National Medical University, Kiev, Ukraine
| | - Alexander Zink
- Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
- Division of Dermatology and Venereology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
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Calderón-Larrañaga S, González-De-La-Fuente Á, Espinosa-González AB, Casado-Vicente V, Brito-Fernandes Ó, Klazinga N, Kringos D. What can we learn from general practitioners who left Spain? A mixed methods international study. HUMAN RESOURCES FOR HEALTH 2024; 22:9. [PMID: 38263243 PMCID: PMC10804741 DOI: 10.1186/s12960-023-00888-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 12/29/2023] [Indexed: 01/25/2024]
Abstract
BACKGROUND International mobility of health workforce affects the performance of health systems and has major relevance in human resources for health policy and planning. To date, there has been little research exploring the reasons why general practitioners (GPs) migrate. This mixed methods study aimed to investigate the reasons why Spain-trained GPs migrate and develop GP retention and recruitment health policy recommendations relevant to Spanish primary care. METHODS The study followed an explanatory sequential mixed methods study design combining surveys with semi-structured interviews and focus groups with GPs who qualified in Spain and were living overseas at the time of the study. The survey data examined the reasons why GPs left Spain and their intention to return and were analysed using quantitative methods. The transcripts from interviews and focus groups centred on GPs' insights to enhance retention and recruitment in Spain and were analysed thematically. RESULTS The survey had 158 respondents with an estimated 25.4% response rate. Insufficient salary (75.3%), job insecurity and temporality (67.7%), excessive workload (67.7%), poor primary care governance (55.7%), lack of flexibility in the workplace (43.7%) and personal circumstances (43.7%) were the main reasons for leaving Spain. Almost half of the respondents (48.7%) would consider returning to Spanish general practice if their working conditions improved. Interviews and focus groups with respondents (n = 24) pointed towards the need to improve the quality of employment contracts, working conditions, opportunities for professional development, and governance in primary care for effective retention and recruitment. CONCLUSION Efforts to improve GP retention and recruitment in Spain should focus on salary, job security, flexibility, protected workload, professional development, and governance. We draw ten GP retention and recruitment recommendations expected to inform urgent policy action to tackle existing and predicted GP shortages in Spanish primary care.
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Affiliation(s)
- Sara Calderón-Larrañaga
- Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom.
- XX Place Health Centre, Bromley By Bow Health Partnership, London, United Kingdom.
| | - Ángel González-De-La-Fuente
- Global Business School for Health, University College London, London, United Kingdom
- Amsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, The Netherlands
| | - Ana Belén Espinosa-González
- School of Public Health, Imperial College of London, London, United Kingdom
- Canberra Old Oak Surgery, London, United Kingdom
| | - Verónica Casado-Vicente
- Parquesol Health Centre, SACYL, Valladolid, Spain
- General Practice Teaching Unit, University of Valladolid, Valladolid, Spain
| | - Óscar Brito-Fernandes
- Amsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, The Netherlands
- Quality of Care, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Niek Klazinga
- Amsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, The Netherlands
- Quality of Care, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Dionne Kringos
- Amsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, The Netherlands
- Quality of Care, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
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