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Augustin J, Andrees V, Augustin M, Trialonis-Suthakharan N, Hischke S. Skin cancer in Germany: Characterising screening, prevalence and mortality from a spatial perspective. PLoS One 2024; 19:e0305915. [PMID: 38968293 PMCID: PMC11226056 DOI: 10.1371/journal.pone.0305915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/06/2024] [Indexed: 07/07/2024] Open
Abstract
Aim of the study was to characterise the association between screening, prevalence and mortality of skin cancer in Germany considering the spatial distribution. The study included the total set of outpatient data of all statutory health insured people and cause-of-death statistics in Germany between 2011-2015 on county level. To identify regions with high/low screening, prevalence and mortality rates, probability maps were calculated. Scenarios were developed based on the research questions. These were used to identify regions that share both high/low rates of screening, prevalence and mortality. Regression analyses were used to characterise these regions, taking into account sociodemographic characteristics. Significant regional variations in prevalence, screening and mortality in Germany were identified. Depending on the scenario, influences of sociodemographic conditions become apparent. For example, a lower income (p = 0.006) and poorer accessibility of the closest dermatologist (p = 0.03) predicted a lower prevalence of and fewer screenings for skin cancer. In regions with low screening and high mortality, significant (p = 0.03) associations with the educational status of the population were also found. The study identified the first spatial associations between screening, prevalence and mortality of skin cancer in Germany. The results indicate that regional population-related characteristics (e.g., sociodemographic characteristics) play an important role in explaining the associations and should be given more weight in further studies. However, further studies, particularly on the spatial variation of skin cancer mortality, are still necessary.
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Affiliation(s)
- Jobst Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Valerie Andrees
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Matthias Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Nirohshah Trialonis-Suthakharan
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Sandra Hischke
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
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Choręza P, Owczarek AJ, Kruk W, Chudek J. The epidemiology of the most frequent cancers in Poland in 2015-2021 and the impact of the COVID-19 pandemic on cancer incidence. Arch Public Health 2024; 82:49. [PMID: 38622737 PMCID: PMC11021004 DOI: 10.1186/s13690-024-01277-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 03/29/2024] [Indexed: 04/17/2024] Open
Abstract
BACKGROUND The late diagnosis, despite the improving availability and accessibility of diagnostic procedures during the last decade in Poland and cooperation between specialist cancer centres, remains an unsolved problem. Moreover, the accessibility to healthcare resources and diagnostic procedures has been drastically reduced because of the COVID-19 pandemic in 2019-2020. The study aimed to present the epidemiology of the most frequent cancers diagnosed in Poland as well as the impact of the COVID-19 pandemic on cancers' incidence. METHODS Depersonalized, epidemiological data was obtained from the National Health Fund of Poland. In this retrospective study, the epidemiological analysis was performed and divided into subregions, according to patients' domicile. For each of the subregions, we have calculated the incidence rate per 100,000 standardized to the European Standard Population 2013. The time points of providing the first healthcare service were considered as the time of cancer diagnosis. RESULTS In the 2015-2019 period, before the COVID-19 pandemic occurred, the nationwide incidence of analysed cancers remained stable or slightly decreased (as the lung cancer). Simultaneusly, during the same period the prevalence of the prostate cancer has increased and the large differences between subregions with the least and the highest incidence were observed. Subsequently, the incidences of all analyzed cancers decreased in 2020, compared to the period before the COVID-19 pandemic occurred. Then, in 2021 a disproportionate increase in cancers' incidence rates was noted. CONCLUSIONS Our results show a significant decrease in the incidence rate of the most frequent cancers diagnosed in Poland in 2020 compared to 2019. Subsequently, in 2021 the increase of the incidence ratios was noted, most likely due to the gradual reduction of epidemic restrictions.
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Affiliation(s)
- Piotr Choręza
- Department of Medical Statistics, Medical University of Silesia in Katowice, Ostrogórska 30 Street, 41-200, Sosnowiec, Poland.
| | - Aleksander Jerzy Owczarek
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Medical University of Silesia in Katowice, Katowice, Poland
| | - Wacław Kruk
- Department of Nursing and Public Health, University of Rzeszów, Rzeszów, Poland
| | - Jerzy Chudek
- Department of Internal Medicine and Oncological Chemotherapy, Medical University of Silesia in Katowice, Katowice, Poland
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Garbe C, Augustin M, Augustin J, Baltus H, Eisemann N, Hübner J, Katalinic A, Wolf S, Hagenström K. Evaluation der Hautkrebsfrüherkennung in Deutschland - Teilnahme, Tumordetektion und Intervalltumoren auf Grundlage von GKV-Daten. J Dtsch Dermatol Ges 2023; 21 Suppl 5:3-12. [PMID: 38063277 DOI: 10.1111/ddg.15170_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 06/06/2023] [Indexed: 12/18/2023]
Abstract
ZusammenfassungHintergrund und ZieleDie steigende Hautkrebshäufigkeit in Deutschland hat den Bedarf an sekundärpräventiven Maßnahmen erhöht. Hierfür wurde zum 01.07.2008 ein gesetzliches Hautkrebsscreening für Versicherte ab 35 Jahren eingeführt. Ziel dieses Arbeitspakets im Innovationsfonds‐Projekt „Perspektiven einer multimodalen Evaluation der Hautkrebsfrüherkennung“ (Pertimo) war die Erprobung einer Evaluation des Hautkrebsscreenings anhand von Sekundärdaten.Patienten und MethodikDatengrundlage waren gesetzlich Versicherte der DAK‐Gesundheit ab 35 Jahren, die zum 31.12.2010 versichert waren und bis Ende 2015 nachbeobachtet wurden. Die Raten der Teilnahme sowie der im Hautkrebsscreening entdeckten Hauttumoren (Tumordetektionen) und der Intervalltumoren, welche innerhalb von zwei Jahren nach einem befundfreien Hautkrebsscreening auftraten, wurden berechnet.ErgebnisseDie zweijährliche Hautkrebsscreening‐Inanspruchnahmerate in 2014 und 2015 lag bei Frauen bei 33,6% und bei Männern bei 32,6%. Von den Gescreenten hatten 4,2% im Zuge des Hautkrebsscreenings einen Hautkrebsbefund (Tumordetektion). Von allen inzidenten Hautkrebsdiagnosen (2012–2015) wurden 50,1% im Hautkrebsscreening entdeckt. Bei 1,5% der Versicherten mit Hautkrebsscreening ohne Befund wurde in den folgenden zwei Jahren ein inzidenter Hauttumor diagnostiziert (Intervalltumor).SchlussfolgerungenDie Daten der gesetzlichen Krankenversicherung bildeten das Hautkrebsscreening‐Geschehen in Deutschland ab und verdeutlichten die Wichtigkeit von Dermatologen im Screeningprozess. Die Analyse lieferte wichtige neue Erkenntnisse.
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Affiliation(s)
- Claudia Garbe
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP) Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Deutschland
| | - Matthias Augustin
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP) Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Deutschland
| | - Jobst Augustin
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP) Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Deutschland
| | - Hannah Baltus
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck, Lübeck, Deutschland
| | - Nora Eisemann
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck, Lübeck, Deutschland
| | - Joachim Hübner
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck, Lübeck, Deutschland
| | - Alexander Katalinic
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck, Lübeck, Deutschland
| | - Sandra Wolf
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP) Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Deutschland
| | - Kristina Hagenström
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP) Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Deutschland
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Wolf S, Augustin M, Hagenström K, Garbe C, Baltus H, Eisemann N, Hübner J, Katalinic A, Augustin J. Evaluation der Hautkrebsfrüherkennung in Deutschland - Raumzeitliche Assoziationen zwischen Hautkrebsfrüherkennung und Hautkrebsmortalität auf Grundlage ambulanter Abrechnungsdaten. J Dtsch Dermatol Ges 2023; 21 Suppl 5:22-32. [PMID: 38063279 DOI: 10.1111/ddg.15172_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 06/06/2023] [Indexed: 12/18/2023]
Abstract
ZusammenfassungHintergrundEs bestehen regionale Unterschiede in der Hautkrebsfrüherkennungsinanspruchnahme in Deutschland. Bislang ist ungeklärt, ob eine hohe Inanspruchnahme von Früherkennungsleistungen zu einer Senkung der Mortalität führt. Dieser Beitrag präsentiert Studienergebnisse zur Untersuchung raumzeitlicher Assoziationen von Hautkrebsfrüherkennung und Mortalität. Die angewendeten Methoden werden hinsichtlich ihrer Eignung diskutiert.Material und MethodikGrundlage sind ambulante Abrechnungsdaten zur Inanspruchnahme von Hautkrebsfrüherkennung sowie Daten zur Hautkrebsmortalität aus der Todesursachenstatistik der Jahre 2011–2015 auf Ebene der Kreise und kreisfreien Städte in Deutschland. Neben einer deskriptiven Auswertung wurden raumzeitliche Clusteranalysen und Regressionsmodelle angewendet, um den Zusammenhang zwischen der Inanspruchnahme von Früherkennung und Mortalität zu untersuchen. Dabei wurde neben Alter auch nach weiteren ausgewählten sozioökonomischen und ‐grafischen Variablen adjustiert.ErgebnisseDie deskriptiven Ergebnisse zeigen markante räumliche Muster der Hautkrebsfrüherkennung und Mortalität. Mittels Clusteranalysen konnten Regionen mit signifikant höheren und niedrigeren Fällen an Früherkennung und Hautkrebsmortalität identifiziert werden. Die raumzeitlichen Regressionsanalysen zeigen keine eindeutige Assoziation. Lediglich die Früherkennung beim Dermatologen, adjustiert nach Alter, zeigt eine Assoziation mit Mortalität.DiskussionAus den Ergebnissen lässt sich kein eindeutiger Zusammenhang zwischen Hautkrebsfrüherkennung und ‐mortalität ableiten. Das verwendete Studiendesign mit einer raumzeitlichen Cluster‐ und Regressionsanalyse hat jedoch gezeigt, dass diese Methoden vertiefte Aussagen über den Zusammenhang von Hautkrebsfrüherkennung und ‐mortalität ermöglichen.
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Affiliation(s)
- Sandra Wolf
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Matthias Augustin
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Kristina Hagenström
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Claudia Garbe
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Hannah Baltus
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck
| | - Nora Eisemann
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck
| | - Joachim Hübner
- Institut für Sozialmedizin und Epidemiologie, Universität zu Lübeck
| | | | - Jobst Augustin
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg, Germany
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Garbe C, Augustin M, Augustin J, Baltus H, Eisemann N, Hübner J, Katalinic A, Wolf S, Hagenström K. Evaluation of skin cancer screening in Germany - participation, tumor detection and interval tumors based on SHI data. J Dtsch Dermatol Ges 2023; 21 Suppl 5:3-11. [PMID: 38063281 DOI: 10.1111/ddg.15170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 06/06/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND AND GOALS The rising incidence of skin cancer in Germany has increased the need for secondary prevention measures. For this purpose, a statutory skin cancer screening for insured persons aged 35 and older was introduced on 1 June 2008. The aim of this work package in the Innovation Fund project "Perspectives of a multimodal evaluation of early skin cancer detection" (Pertimo) was to test an evaluation of skin cancer screening using secondary data. PATIENTS AND METHODS The data basis was statutory insured persons of the DAK Health from the age of 35 who were insured as of 31 December 2010 and were followed up until the end of 2015. The rates of participation, skin tumors detected in skin cancer screening (tumor detections), and interval tumors that occurred within two years after a finding-free skin cancer screening were calculated. RESULTS The biennial skin cancer screening take-up rate in 2014 and 2015 was 33.6% for women and 32.6% for men. Of those screened, 4.2% had a skin cancer finding (tumor detection) in the course of skin cancer screening. Of all incident skin cancer diagnoses (2012-2015), 50.1% were detected in skin cancer screening. In 1.5% of the insured persons with skin cancer screening without findings, an incidental skin tumor was diagnosed in the following two years (interval tumor). CONCLUSIONS The data from the statutory health insurance mapped the skin cancer screening occurrence in Germany and highlighted the importance of dermatologists in the screening process. The analysis provided important new insights.
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Affiliation(s)
- Claudia Garbe
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Matthias Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Jobst Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Hannah Baltus
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Nora Eisemann
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Joachim Hübner
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Alexander Katalinic
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Sandra Wolf
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Kristina Hagenström
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
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Wolf S, Augustin M, Hagenström K, Garbe C, Baltus H, Eisemann N, Hübner J, Katalinic A, Augustin J. Evaluation of skin cancer screening in Germany - Spatiotemporal associations between skin cancer screening and skin cancer mortality based on ambulatory claims data. J Dtsch Dermatol Ges 2023; 21 Suppl 5:22-31. [PMID: 38063275 DOI: 10.1111/ddg.15172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 06/06/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND There are regional differences in skin cancer screening uptake in Germany. So far, it is unclear whether a high uptake of screening services leads to a reduction in mortality. This article presents study results on the investigation of spatiotemporal associations between skin cancer screening and mortality. The methods used are discussed regarding their suitability. MATERIAL AND METHODS The basis is ambulatory claims data on the utilization of early skin cancer detection as well as data on skin cancer mortality from the cause-of-death statistics of the years 2011-2015 at county level in Germany. In addition to a descriptive evaluation, spatiotemporal cluster analyses and regression models were used to investigate the relationship between the uptake of early detection and mortality. In addition to age, adjustments were also made for other selected socio-economic and socio-graphical variables. RESULTS The descriptive results show striking spatial patterns of skin cancer screening and mortality. Cluster analyses identified regions with significantly higher and lower cases of early detection and skin cancer mortality. The spatiotemporal regression analyses show no clear association. Only early detection by a dermatologist, adjusted for age, shows an association with mortality. CONCLUSIONS No clear association between early skin cancer detection and mortality can be derived from the results. However, the study design used with a spatiotemporal cluster and regression analysis has shown that these methods allow in-depth statements about the relationship between early skin cancer detection and mortality.
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Affiliation(s)
- Sandra Wolf
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Matthias Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Kristina Hagenström
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Claudia Garbe
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Hannah Baltus
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Nora Eisemann
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Joachim Hübner
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Alexander Katalinic
- Institute of Social Medicine and Epidemiology, University of Lübeck, Lübeck, Germany
| | - Jobst Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
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Augustin J, Wolf S, Stephan B, Augustin M, Andrees V. Psoriasis comorbidities in Germany: A population-based study on spatiotemporal variations. PLoS One 2022; 17:e0265741. [PMID: 35316303 PMCID: PMC8939781 DOI: 10.1371/journal.pone.0265741] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 03/04/2022] [Indexed: 11/19/2022] Open
Abstract
Psoriasis is a chronic disease with high impact on patients' health and their quality of life. Psoriasis often occurs along with other comorbidities, but it is not yet clear what role the comorbidities play in regional psoriasis prevalence. This study investigates the temporal and regional variation of the psoriasis comorbidities diabetes mellitus type II, obesity, hypertension, affective disorders in Germany and their association with psoriasis prevalence. This analysis based on the population set of ambulatory claims data (2010-2017) of the statutory health insurance (SHI) in Germany (approx. 70.3 million people in 2017). Psoriasis comorbidities rates were determined on county level. We performed descriptive spatiotemporal analyses of psoriasis comorbidity prevalence rates. In addition, we identified and compared spatial clusters and examined regional variations using spatial statistical methods. The results show strong regional variations (northeast to south gradient) and an increasing psoriasis prevalence (max. 28.8%) within the observation period. Considering the comorbidities, results indicate comparable spatial prevalence patterns for diabetes mellitus type II, obesity and hypertension. This means that the highest prevalence of comorbidities tends to be found where the psoriasis prevalence is highest. The spatiotemporal cluster analyses could once again confirm the results. An exception to this is to be found in the case of affective disorders with different spatial patterns. The results of the studies show the first spatiotemporal association between psoriasis prevalence and comorbidities in Germany. The causalities must be investigated in more detail in order to be able to derive measures for improved care.
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Affiliation(s)
- Jobst Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Sandra Wolf
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Brigitte Stephan
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Matthias Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Valerie Andrees
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
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Wolf S, Kis A, Augustin J. [Methods for analysing spatial data : Using the example of skin cancer prevalence in Germany]. Hautarzt 2021; 73:15-20. [PMID: 34846551 DOI: 10.1007/s00105-021-04914-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Studies show a spatial variation in skin cancer frequencies, but the causes have not been fully understood. When analysing spatial patterns and correlations, different approaches need to be considered, as the data have special features due to their spatial structure. AIM OF THE STUDY Why the spatial consideration of skin cancer frequencies is important at all, and which methods of analysis are useful is considered in more detail in this article. The article provides an introduction and overview of statistical methods that are important for the spatial analysis of skin cancer frequencies. MATERIALS AND METHODS At first it is shown which descriptive methods, such as statistical smoothing, can be applied. Next, spatial cluster and regression analyses will be discussed. Testing for spatial autocorrelation will be considered. RESULTS In particular, the spatial dependence of the data on neighbouring regions, which if ignored can lead to biased estimates, is of particular importance in the analysis of spatial data and requires special spatial analysis methods. DISCUSSION This article provides an introduction and overview of statistical methods relevant to the spatial analysis of skin cancers.
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Affiliation(s)
- S Wolf
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Martinistr. 52, 20246, Hamburg, Deutschland
| | - A Kis
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Martinistr. 52, 20246, Hamburg, Deutschland
| | - J Augustin
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP), Universitätsklinikum Hamburg-Eppendorf (UKE), Martinistr. 52, 20246, Hamburg, Deutschland.
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