Transforming a Large-Scale Prostate Cancer Outcomes Dataset to the OMOP Common Data Model-Experiences from a Scientific Data Holder's Perspective.

To enhance international and joint research collaborations in prostate cancer research, data from different sources should use a common data model (CDM) that enables researchers to share their analysis scripts and merge results. The OMOP CDM maintained by OHDSI is such a data model developed for a federated data analysis with partners from different institutions that want to jointly investigate research questions using clinical care data. The German Cancer Society as the scientific lead of the Prostate Cancer Outcomes (PCO) study gathers data from prostate cancer care including routine oncological care data and survey data (incl. patient-reported outcomes) and uses a common data specification (called OncoBox Research Prostate) for this purpose. To further enhance research collaborations outside the PCO study, the purpose of this article is to describe the process of transferring the PCO study data to the internationally well-established OMOP CDM. This process was carried out together with an IT company that specialised in supporting research institutions to transfer their data to OMOP CDM. Of n = 49,692 prostate cancer cases with 318 data fields each, n = 392 had to be excluded during the OMOPing process, and n = 247 of the data fields could be mapped to OMOP CDM. The resulting PostgreSQL database with OMOPed PCO study data is now ready to use within larger research collaborations such as the EU-funded EHDEN and OPTIMA consortium.

Predictive factors for return to work among cancer survivors in Europe: A systematic review.

Of the 4.4 million people diagnosed with cancer in Europe each year, around 36 % are of working age. Return-to-work rates vary across Europe. Work is important for the individual, as well as for society, and this review aims to provide an overview of the predictors for the return to work (RTW) process in European cancer survivors of working age. A systematic literature search was conducted. The present review included quantitative and qualitative study designs published since 2013. In total, the review included 85 papers examining cancer survivors with various cancer diagnoses in 18 European countries. Identified predictive factors for RTW related to the social system, treatment, disease, health behavior, the individuals' psychosocial, work, and sociodemographic situations. There is a need for a standardized definition and operationalization of RTW. Providers can use these results to identify survivors at risk and support cancer survivors in their RTW process.

[Return to Work after Cancer - a Systematic Review of Predictors in Germany]. / Rückkehr in das Erwerbsleben nach Krebs ­ eine systematische Übersichtsarbeit zu Prädiktoren in Deutschland.

INTRODUCTION: More than one third of cancer survivors are of working age. Return to work (RTW) with and after cancer treatment is therefore an important issue for this group - but this is often accompanied with many challenges. The aim of this systematic review was to identify predictors of RTW after cancer from the literature specifically for Germany and to place these factors chronologically in the oncological course of treatment. METHODS: A systematic search was performed using PubMed in June 2022. Included were all papers original published in German or English between 2000 and 2022 and referring to a German sample, regardless of study design. RESULTS: From a total of 8,381 hits in the meta-database, 30 publications were finally considered in the synthesis of results. Higher age, lower education, lower socioeconomic status, higher disease stage, more progressive disease course, more severe side effects of treatment, (more severe) fatigue, higher psychological distress, worse health status, occupational status as a blue collar worker and manual labor, unemployment prior to diagnosis, more negative perceptions of the work(place) environment, and lower intention to work and lower work ability/ subjective prognosis of employability were associated with lower likelihood of RTW after cancer in the literature. Treatment type and use of rehabilitation were also found to be associated with RTW. DISCUSSION: Sociodemographic, disease-related, psychosocial, and work-related predictors of RTW after cancer in Germany were identified. The results may help to develop targeted support measures that can be applied in specific phases of treatment. The comparability of the literature on predictors for RTW is limited due to a high heterogeneity in the operationalization of RTW and methodological approaches. There is need for further standardization in this area.

International Variations in Surgical Quality of Care in Men With Prostate Cancer: Results From the TrueNTH Global Registry.

PURPOSE: Functional problems such as incontinence and sexual dysfunction after radical prostatectomy (RP) are important outcomes to evaluate surgical quality in prostate cancer (PC) care. Differences in survival after RP between countries are known, but differences in functional outcomes after RP between providers from different countries are not well described. METHODS: Data from a multinational database of patients with PC (nonmetastatic, treated by RP) who answered the EPIC-26 questionnaire at baseline (before RP, T0) and 1 year after RP (T1) were used, linking survey data to clinical information. Casemix-adjusted incontinence and sexual function scores (T1) were calculated for each country and provider on the basis of regression models and then compared using minimally important differences (MIDs). RESULTS: A total of 21,922 patients treated by 151 providers from 10 countries were included. For the EPIC-26 incontinence domain, the median adjusted T1 score of countries was 76, with one country performing more than one MID (for incontinence: 6) worse than the median. Eighteen percent of the variance (R2) of incontinence scores was explained by the country of the providers. The median adjusted T1 score of sexual function was 33 with no country performing perceivably worse than the median (more than one MID worse), and 34% (R2) of the variance of the providers' scores could be explained by country. CONCLUSION: To our knowledge, this is the first comparison of functional outcomes 1 year after surgical treatment of patients with PC between different countries. Country is a relevant predictor for providers' incontinence and sexual function scores. Although the results are limited because of small samples from some countries, they should be used to enhance cross-country initiatives on quality improvement in PC care.

Coping with breast cancer during medical and occupational rehabilitation: a qualitative study of strategies and contextual factors.

PURPOSE: This study aimed to gain a deeper understanding of the coping processes of breast cancer survivors (BCSs) during medical and occupational rehabilitation after acute treatment. METHODS: This study is part of the mixed-methods Breast Cancer Patients' Return to Work study conducted in Germany. Data were collected through semistructured interviews with 26 female BCSs 5-6 years after their diagnosis. A qualitative content analysis was conducted to investigate the coping strategies and contextual factors of coping of BCSs. RESULTS: The participants used different strategies for coping with their breast cancer, namely, approach- versus avoidance-oriented coping and emotion- versus problem-focused coping. During the medical rehabilitation process, coping behavior was used mainly to address disease management and its consequences. During the occupational rehabilitation process, most coping strategies were used to overcome discrepancies between the patient's current work capacity and the job requirements. The contextual factors of coping were in the health, healthcare, work-related, and personal domains. CONCLUSION: The study findings provide in-depth insights into the coping processes for BCSs during the rehabilitation phase and highlight the importance of survivorship care after acute cancer treatment. IMPLICATIONS FOR CANCER SURVIVORS: The results indicate that BCSs employ approach- and avoidance-oriented strategies to cope with their cancer during rehabilitation. As both attempts are helpful in the short term to cope with physical and emotional consequences of the cancer, healthcare and psychosocial personnel should respect the coping strategies of BCSs while also being aware of the potential long-term negative impact of avoidance-oriented coping on the rehabilitation process.

Outcome variation and the role of caseload in certified colorectal cancer centers - a retrospective cohort analysis of 90 000 cases.

BACKGROUND: Studies have shown that surgical treatment of colorectal carcinomas in certified centers leads to improved outcomes. However, there were considerable fluctuations in outcome parameters. It has not yet been examined whether this variability is due to continuous differences between hospitals or variability within a hospital over time. MATERIALS AND METHODS: In this retrospective observational cohort study, administrative quality assurance data of 153 German-certified colorectal cancer centers between 2010 and 2019 were analyzed. Six outcome quality indicators (QIs) were studied: 30-day postoperative mortality (POM) rate, surgical site infection (SSI) rate, anastomotic insufficiency (AI) rate, and revision surgery (RS) rate. AI and RS were also analyzed for colon (C) and rectal cancer operations (R). Variability was analyzed by funnel plots with 95% and 99% control limits and modified Cleveland dot plots. RESULTS: In the 153 centers, 90 082 patients with colon cancer and 47 623 patients with rectal cancer were treated. Average QI scores were 2.7% POM, 6.2% SSI, 4.8% AI-C, 8.5% AI-R, 9.1% RS-C, and 9.8% RS-R. The funnel plots revealed that for every QI, about 10.1% of hospitals lay above the upper 99% and about 8.7% below the lower 99% control limit. In POM, SSI, and AI-R, a significant negative correlation with the average annual caseload was observed. CONCLUSION: The analysis showed high variability in outcome quality between and within the certified colorectal cancer centers. Only a small number of hospitals had a high performance on all six QIs, suggesting that significant quality variation exists even within the group of certified centers.

[Cancer in people with an intellectual disability in Germany: prevalence, genetics, and care situation]. / Krebserkrankungen bei Menschen mit einer Intelligenzminderung in Deutschland: Prävalenzen, Genetik und Versorgungslage.

Intellectual disability has a prevalence rate of approximately 1% of the population; in Germany, this is around 0.5-1 million people. The life expectancy of this group of people is reduced, with cancer being one of the most common causes of death (approx. 20%). Overall, the risk of cancer and mortality is increased compared to the general population.Certain genetic syndromes predispose to cancer in this vulnerable group, but associated comorbidities or lifestyle could also be risk factors for cancer. People with cognitive impairments are less likely to attend preventive check-ups, and challenges arise in medical care due to physical, communicative, and interactional characteristics. Optimized cooperation between clinical centers for people with disabilities and the respective cancer centers is required in order to tailor the processes to the individual.In Germany, there is a lack of data on the prevalence of cancer entities and the use and need for healthcare services. There is an urgent need to focus attention on cancer prevention, treatment, and research in the vulnerable and heterogeneous group of people with intellectual disabilities suffering from cancer in order to effectively counteract the increase in cancer-related deaths in this population group.The article summarizes specialist knowledge on cancer in people with an intellectual disability, identifies special features of treatment, presents care structures, and derives specific requirements for clinics and research.

[Urinary incontinence after radical prostatectomy for prostate cancer-data from 17,149 patients from 125 certified centers]. / Harninkontinenz nach radikaler Prostatektomie beim Prostatakarzinom ­ aktuelle Daten von 17.149 Patienten aus 125 zertifizierten Zentren.

BACKGROUND: In addition to erectile dysfunction, urinary incontinence is the most common functional limitation after radical prostatectomy (RPE) for prostate cancer (PCa). The German S3 guideline recommends informing patients about possible effects of the therapy options, including incontinence. However, only little data on continence from routine care in German-speaking countries after RPE are currently available, which makes it difficult to inform patients. OBJECTIVE: The aim of this work is to present data on the frequency and severity of urinary incontinence after RPE from routine care. MATERIALS AND METHODS: Information from the PCO (Prostate Cancer Outcomes) study is used, which was collected between 2016 and 2022 in 125 German Cancer Society (DKG)-certified prostate cancer centers in 17,149 patients using the Expanded Prostate Cancer Index Composite Short Form (EPIC-26). Changes in the "incontinence" score before (T0) and 12 months after RPE (T1) and the proportion of patients who used pads, stratified by age and risk group, are reported. RESULTS: The average score for urinary incontinence (value range: 0-worst possible to 100-best possible) was 93 points at T0 and 73 points 12 months later. At T0, 97% of the patients did not use a pad, compared to 56% at T1. 43% of the patients who did not use a pad before surgery used at least one pad a day 12 months later, while 13% use two or more. The proportion of patients using pads differs by age and risk classification. CONCLUSION: The results provide a comprehensive insight into functional outcome 12 months after RPE and can be taken into account when informing patients.

Prediction models of incontinence and sexual function one year after radical prostatectomy based on data from 20 164 prostate cancer patients.

BACKGROUND: Incontinence and sexual dysfunction are long-lasting side effects after surgical treatment (radical prostatectomy, RP) of prostate cancer (PC). For an informed treatment decision, physicians and patients should discuss expected impairments. Therefore, this paper firstly aims to develop and validate prognostic models that predict incontinence and sexual function of PC patients one year after RP and secondly to provide an online decision making tool. METHODS: Observational cohorts of PC patients treated between July 2016 and March 2021 in Germany were used. Models to predict functional outcomes one year after RP measured by the EPIC-26 questionnaire were developed using lasso regression, 80-20 splitting of the data set and 10-fold cross validation. To assess performance, R2, RMSE, analysis of residuals and calibration-in-the-large were applied. Final models were externally temporally validated. Additionally, percentages of functional impairment (pad use for incontinence and firmness of erection for sexual score) per score decile were calculated to be used together with the prediction models. RESULTS: For model development and internal as well as external validation, samples of 11 355 and 8 809 patients were analysed. Results from the internal validation (incontinence: R2 = 0.12, RMSE = 25.40, sexual function: R2 = 0.23, RMSE = 21.44) were comparable with those of the external validation. Residual analysis and calibration-in-the-large showed good results. The prediction tool is freely accessible: https://nora-tabea.shinyapps.io/EPIC-26-Prediction/. CONCLUSION: The final models showed appropriate predictive properties and can be used together with the calculated risks for specific functional impairments. Main strengths are the large study sample (> 20 000) and the inclusion of an external validation. The models incorporate meaningful and clinically available predictors ensuring an easy implementation. All predictions are displayed together with risks of frequent impairments such as pad use or erectile dysfunction such that the developed online tool provides a detailed and informative overview for clinicians as well as patients.

Cancer rehabilitation support by cancer counselling centres (CARES): study protocol of a quasi-experimental feasibility study.

INTRODUCTION: While maintaining or restoring work ability after a cancer diagnosis is an essential aim of the rehabilitation process for working-age patients, problems can arise during the return to work (RTW) or when retaining work. Counselling could provide support for patients with or after cancer with employment-related questions (eg, questions related to RTW and work retention). Outpatient psychosocial cancer counselling centres in Germany offer counselling on work-related questions; however, resources for this are limited. This protocol presents a feasibility study of an intensified needs-based counselling intervention that supports those seeking employment-related advice. METHODS AND ANALYSIS: The CARES (cancer rehabilitation support by cancer counselling centres) project is a feasibility study for a newly developed counselling intervention. The intervention is being developed as part of the project and piloted in about 20 outpatient cancer counselling centres. The CARES study has a quasi-experimental pre-post design with a control cohort. First, patients who undergo regular counselling are recruited. Second, after the counsellors have been trained for the newly developed intervention, participants for the intervention group are recruited from the cancer counselling centres. Quantitative and formative evaluations will be performed in accordance with the existing guidelines. The quantitative evaluation comprises three patient surveys (at the beginning of the counselling process, 3 months into the counselling process and, for the intervention group, at the end of the counselling process) and routine data of the counselling process. The formative evaluation includes interviews with patients, counsellors and other stakeholders, as well as participatory observations of counselling sessions. ETHICS AND DISSEMINATION: Approval has been obtained from the ethics committee of the Medical Faculty of the University Bonn (061/22; 09.04.2022). A data protection concept ensures adherence to data protection regulations for the handled data. The dissemination strategies include discussing the results with the cancer counselling centres. TRIAL REGISTRATION NUMBER: German Clinical Trials Register (DRKS00028121); Pre-results.

Outcome Quality After Colorectal Cancer Resection in Certified Colorectal Cancer Centers­Patient-Reported and Short-Term Clinical Outcomes.

BACKGROUND: In this observational study, patient-reported outcomes and short-term clinical outcome parameters in patients with colorectal cancer were studied 12 months after the start of treatment. Outcomes were also compared across German Certified Colorectal Cancer Centres. METHODS: Data were collected from 4239 patients with colorectal cancer who had undergone elective tumor resection in one of 102 colorectal cancer centers and had responded to a quality-of-life questionnaire before treatment (EORTC QLQ-C30 and -CR29). 3142 (74.1%) of these patients completed a post-treatment questionnaire 12 months later. Correlation analyses were calculated and case-mix adjusted comparisons across centers were made for selected patient-reported outcomes, anastomotic insufficiency, and 30-day-mortality. RESULTS: At 12 months, mild improvements were seen in mean quality-of-life scores (66 vs. 62 points), constipation (16 vs. 19), and abdominal pain (15 vs. 17). Worsening was seen in physical function (75 vs. 82) and pain (22 vs. 19). Better patient-reported outcomes at 12 months were associated with better scores before treatment. Better results in at least three of the five scores were associated with male sex, higher educational level, higher age, and private health insurance. Major worsening of fecal incontinence was seen among patients with rectal cancer without a stoma. The largest differences across centers were found with respect to physical function. Anastomotic insufficiency was found in 4.3% of colon cancer patients and 8.2% of rectal cancer patients. 1.9% of patients died within 30 days after their resection. CONCLUSION: Clinicians can use these findings to identify patients at higher risk for poorer patient-reported outcomes. The differences among cancer centers that were found imply that measures for quality improvement would be desirable.

Incorporating psychosocial care into routine oncological care: Insights into challenges and strategies from certified cancer centers' audit data.

PURPOSE: Provision of psychosocial care is obligatory in cancer centers certified in accordance with the criteria of the German Cancer Society, but the extent to which it is utilized differs greatly between centers. Anomalous utilization percentages are discussed during certification audits. This analysis aims to describe (1) how certified centers explain psychosocial care utilization percentages during audits and (2) the measures they then plan for improving psychosocial care utilization. The aim of the analysis is to help understand patterns of psychosocial care utilization in oncology and reduce potential disparities by describing the challenges that cancer centers face and their strategies for integrating psychosocial care into routine oncological care. METHODS: The content of free-text comments regarding psychosocial utilization percentages by certified centers during certification audits in 2019 was analyzed. In total, 178 comments were analyzed from 116 prostate, colorectal, and breast cancer centers in Germany, Switzerland, Austria, Italy, and Luxembourg. RESULTS: The explanations for utilization percentages most often mentioned involved patients' levels of interest and need, outpatient care, staff shortages, inclusion of psychosocial care in other processes in the center, documentation issues, and factors regarding different legal regulations in countries outside Germany. The measures most often planned for improving psychosocial care utilization involved adjusting work processes, increasing staff resources, optimizing documentation, and establishing quality-assurance groups/task forces. CONCLUSION: This exploratory analysis shows that the challenges and strategies involved in incorporating psychosocial care into routine oncological care are diverse. Further research should identify process-level strategies that can promote the integration of psychosocial care.

Variation across operating sites in urinary and sexual outcomes after radical prostatectomy in localized and locally advanced prostate cancer.

PURPOSE: The extent of variation in urinary and sexual functional outcomes after radical prostatectomy (RPE) between prostate cancer (PC) operating sites remains unknown. Therefore, this analysis aims to compare casemix-adjusted functional outcomes (EPIC-26 scores incontinence, irritative/obstructive function and sexual function) between operating sites 12 months after RPE. MATERIALS AND METHODS: Analysis of a cohort of 7065 men treated with RPE at 88 operating sites (prostate cancer centers, "PCCs") between 2016 and 2019. Patients completed EPIC-26 and sociodemographic information surveys at baseline and 12 months after RPE. Survey data were linked to clinical data. EPIC-26 domain scores at 12 months after RPE were adjusted for relevant confounders (including baseline domain score, clinical and sociodemographic information) using regression analysis. Differences between sites were described using minimal important differences (MIDs) and interquartile ranges (IQR). The effects of casemix adjustment on the score results were described using Cohen's d and MIDs. RESULTS: Adjusted domain scores at 12 months varied between sites, with IQRs of 66-78 (incontinence), 89-92 (irritative/obstructive function), and 20-29 (sexual function). Changes in domain scores after casemix adjustment for sites ≥ 1 MID were noted for the incontinence domain (six sites). Cohen's d ranged between - 0.07 (incontinence) and - 0.2 (sexual function), indicating a small to medium effect of casemix adjustment. CONCLUSIONS: Variation between sites was greatest in the incontinence and sexual function domains for RPE patients. Future research will need to identify the factors contributing to this variation. TRIAL REGISTRY: The study is registered at the German Clinical Trial Registry ( https://www.drks.de/drks_web/ ) with the following ID: DRKS00010774.

Prevalence and determinants of anxiety and depression in long-term breast cancer survivors.

BACKGROUND: There is a significant number of long-term breast cancer survivors in Germany. However, research on the psychological challenges of cancer survivors is limited. This analysis describes prevalence, development and determinants of depression and anxiety 5 to 6 years after diagnosis and identifies predictors for an increase of anxiety and depression over time. METHODS: Data from 164 women was collected by survey and tumour documentation during post-operative hospital stay, 40 weeks and 5 to 6 years after diagnosis. Anxiety and depression were measured by the Hospital Anxiety and Depression Scale. Sankey-diagrams were created for visual presentation of prevalence over time. Logistic and linear regression models were calculated to identify determinants of anxiety and depression. RESULTS: Respondents had higher levels of depression and anxiety 5 to 6 years than 40 weeks after the diagnosis. Lower vocational status and having children were associated with depression, surgery type was correlated with anxiety, and age, as well as comorbidities, were predictors for both anxiety and depression 5 to 6 years after diagnosis. An increase of depression over time was more likely when having children and comorbidities. An increase in anxiety was less likely after cancer recurrence. CONCLUSIONS: Findings highlight that anxiety and depression are relevant burdens for breast cancer survivors in Germany. Several sociodemographic and clinical predictors are identified. There is need for psychosocial support after acute treatment and in the long-term. Research on psychological burdens of long-term breast cancer survivors in the identified vulnerable groups is needed.

Knowledge and insights from a maturing international clinical quality registry.

Since 2017, the TrueNTH Global Registry (TNGR) has aimed to drive improvement in patient outcomes for individuals with localized prostate cancer by collating data from healthcare institutions across 13 countries. As TNGR matures, a systematic evaluation of existing processes and documents is necessary to evaluate whether the registry is operating as intended. The main supporting documents: protocol and data dictionary, were comprehensively reviewed in a series of meetings over a 10-month period by an international working group. In parallel, individual consultations with local institutions regarding a benchmarking quality-of-care report were conducted. Four consensus areas for improvement emerged: updating operational definitions, appraisal of the recruitment process, refinement of data elements, and improvement of data quality and reporting. Recommendations presented were drawn from our collective experience and accumulated knowledge in operating an international registry. These can be readily generalized to other health-related reporting programs beyond clinical registries.

Involuntariness of job changes is related to less satisfaction with occupational development in long-term breast cancer survivors.

PURPOSE: Considering that breast cancer survivors (BCSs) have been dealing with unwanted job changes after diagnosis, this study aimed to investigate involuntary job changes (unwanted modifications in employment since diagnosis) and explore the association between job changes, involuntariness, and occupational development satisfaction in BCSs 5-6 years after diagnosis. METHODS: Data were drawn from the mixed-methods breast cancer patients' return to work (B-CARE) study. We surveyed 184 female BCSs who were working at the time of study enrollment during hospitalization (T1), 10 weeks after discharge (T2), 40 weeks after discharge (T3), and 5-6 years after diagnosis (T4) and used descriptive measures and stepwise linear regression models for data analysis. RESULTS: The mean age of BCSs was 57 years. A total of 105 participants reported 410 job changes, of which 16.1% were reportedly (rather) involuntary. The most commonly reported involuntary changes were increased workload (15.2%) and increased scope of work (15.2%). In the final model, significant predictors of satisfaction with occupational development 5-6 years after diagnosis were age, state of health ΔT2-T3, state of health ΔT3-T4, and involuntariness of job changes. CONCLUSIONS: Although the number of job changes alone is not substantially associated with BCSs' satisfaction with occupational development, experiencing involuntary job changes is. Sociodemographic, disease-related, and work(place)-related factors may influence occupational satisfaction among BCSs. IMPLICATIONS FOR CANCER SURVIVORS: The findings indicate the importance of strengthening one's ability to work as desired to prevent involuntary job changes and enable desired work participation in long-term support. The significance of workplace characteristics highlights the need for employers to encourage satisfying work participation. TRIAL REGISTRATION NUMBER: German Clinical Trials Register (DRKS00016982), 12 April 2019.

Trastuzumab treatment of patients with early, HER2-positive breast cancer in 17 certified German breast cancer centers.

PURPOSE: Since 2008, guidelines recommend that patients with HER2-positive early breast cancer (BC) should receive adjuvant chemotherapy in combination with trastuzumab in Germany. However, recent studies highlight that a substantial share of patients do not receive trastuzumab. We investigate which patient characteristics are associated with a tumor board recommendation for trastuzumab in Breast Cancer Centers (BCC) certified by the German Cancer Society (DKG) and the German Society for Senology, and if the recommendation differs between BCCs. MATERIALS AND METHODS: Multi-level modeling was performed using quality assurance data based on 3052 HER2-positive, operated patients with a first diagnosis of early BC treated between 2006 and 2019 in 17 BCCs in Germany to investigate whether trastuzumab recommendation varies with patient sex, age, and disease characteristics, as well as over time and across BCCs. RESULTS: Tumor board recommendations for trastuzumab differ substantially between BCCs (intraclass correlation coefficient [ICC] null model: 0.11). Our final model (ICC 0.17, Akaike Information Criterion [AIC], 1328.0, R2 0.69) shows that physicians in BCCs more often recommend trastuzumab to patients who are younger than 60 years and those with a recommendation for any additional therapy (chemotherapy, radiation or endocrine therapy) (all p < 0.05). Furthermore, there is a significant time-dependent increase of trastuzumab recommendations (odds ratio [OR] = 1.38, 95% confidence interval [CI] = 1.31-1.46, p < 0.05). CONCLUSION: In certified BCCs in Germany, guideline concordant trastuzumab recommendation is increasing since 2006 (positive cohort effect). Recommendation of trastuzumab for HER2-positive BC patients in BCCs is significantly associated with patients' age and the recommendations for other additional therapy strategies, apart from surgery. The quality assurance data analyzed do not include potentially relevant confounders, such as socioeconomic status or comorbidities.

Predictors for the utilization of social service counseling by prostate cancer patients.

PURPOSE: Social service counseling (SSC) is an important instrument to support cancer patients, for example, regarding legal support, or rehabilitation. Several countries have established on-site SSC in routine care. Previous analyses have shown that SSC utilization varies across cancer centers. This analysis investigates patient and center-level predictors that explain variations in SSC utilization between centers. METHODS: Logistic multilevel analysis was performed with data from 19,865 prostate cancer patients from 102 prostate cancer centers in Germany and Switzerland. Data was collected within an observational study between July 2016 and June 2020 using survey (online and paper) and tumor documentation. RESULTS: The intraclass correlation coefficient for the null model implies that 51% of variance in SSC utilization is attributable to the center a patient is treated in. Patients aged 80 years and older, with higher education, private insurance, without comorbidities, localized intermediate risk, and undergoing androgen deprivation therapy before study inclusion were less likely to utilize SSC. Undergoing primary radiotherapy, active surveillance, or watchful waiting as compared to prostatectomy was associated with a lower likelihood of SSC utilization. Significant negative predictors at the center level were university hospital, center's location in Switzerland, and a short period of certification. CONCLUSION: The results show that patient and center characteristics contribute to explaining the variance in SSC utilization in prostate cancer centers to a large extent. The findings may indicate different organizational processes in the countries included and barriers in the sectoral structure of the healthcare system. In-depth analyses of processes within cancer centers may provide further insights into the reasons for variance in SSC utilization.