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Home > All articles > Medaffcon’s CORE Data Shows: Hospital Care Costs Declining, PD-L1 Testing and Immuno-Oncology Treatments Increasing in the HUS Region of Finland
Medaffcon’s CORE Data Shows: Hospital Care Costs Declining, PD-L1 Testing and Immuno-Oncology Treatments Increasing in the HUS Region of Finland
Two recent analyses of cancer patients in Finland’s HUS region reveal significant changes in healthcare resource utilization (HCRU) and introduction of immuno-oncological (IO)- treatments. The studies are based on Medaffcon’s Collaboration Research (CORE) dataset – a unique research platform.
The need for and costs of hospital care during the first year after diagnosis have decreased across all studied cancer types, while the use of IO-treatments has increased rapidly in certain cancer types. The growing use of PD-L1 testing and IO-therapies, especially for lung cancer, demonstrates how Finnish cancer care is shifting towards more personalized and effective treatment – and this study shows how these changes are unfolding across cancer types in one comprehensive analysis.
Medaffcon will be presenting posters based on these two studies at the European ISPOR, which this year will take place in Glasgow, Scotland, on November 9–12. Representing Medaffcon are Scientific Advisor Essi Havula, Sr Data Scientist Juhani Aakko, Principal Consultant Jarmo Hahl, Country Director Sweden Lisse-Lotte Hermansson, RWE Lead Mariann Lassenius and Health Economist Katariina Autio.
Medaffcon’s CORE dataset covers the HUS region from years 2015–2025
Medaffcon’s CORE dataset covers the HUS region, home to 1.6 million residents – approximately 30% of Finland’s population – from the years 2015–2025. The most recent year is included, as Medaffcon updates the dataset annually. The dataset includes approximately 150,000 patients, with data for diagnoses, pathology and genetic results, in-patient and outpatient medications, and clinical variables such as ECOG performance status and metastatic disease.
“The CORE dataset offers a platform to study outcomes across various cancers. Essential oncology information–such as diagnoses, treatments and metastasis dates–is pre-processed, enabling us to address cross indication objectives or focusing on indication-specific refinements in our studies,” Essi Havula explains.
Hospital Care Costs Decreased Across All Studied Cancer Types
One of the CORE studies examined healthcare resource utilization (HCRU) among cancer patients between 2015 and 2023, focusing especially on the number of hospital days and related costs during the first year of treatment. The analysis included patients diagnosed with multiple myeloma, melanoma, and lung, colorectal, breast, kidney, or bladder cancer.
The results showed that both the costs and inpatient days decreased in all studied cancers. The largest relative reductions were observed in breast cancer (−78% in hospital days and costs) and melanoma (−73% in hospital days and −72% in costs). The smallest change was seen in bladder cancer (−22% and −16%, respectively).
PD-L1 Testing and IO Treatments Most Common Among Lung Cancer Patients
Another CORE study focused on the use of PD-L1 testing and immuno-oncological (IO) treatments among cancer patients in the HUS region from 2015 to 2023.
PD-L1 testing measures the amount of PD-L1 protein expressed on cancer cells. The test helps physicians predict whether a patient is more likely to benefit from immunotherapy.
PD-L1 testing increased especially among lung cancer patients, with 254 patients tested in the last year of the study period. IO treatments were also used most frequently in lung cancer (11.4% of patients in 2023), but their use was also notable among patients with kidney cancer, melanoma, breast and bladder cancer.
Be sure to connect with Essi Havula on-site. She’ll be happy to tell you more about the studies and about CORE.
ISPOR Europe is one of the world’s leading conferences for health economics and outcomes research (HEOR), bringing together experts from academia, industry, government, and healthcare to discuss evidence-based approaches that improve decision-making in health. Each year, the event provides a platform for sharing the latest real-world evidence, methodological innovations, and policy developments shaping healthcare value and access across Europe.
This year the conference will take place 9 – 12 November at the Scottish Event Campus (SEC) in Glasgow, Scotland. The theme for the year is “Powering Value and Access Through Patient-Centered Collaboration”, emphasising how healthcare stakeholders can work together—patients, payers, providers, regulators and industry—to drive value and access in European health systems.
Mariann joined Medaffcon’s team in 2016 after finishing her PhD. The transition to real world evidence (RWE) research was a natural continuum to her previous research career. Through RWE studies, she has had the privilege to gain a broad insight into working with different stakeholders within the healthcare field. The vast proportion of her days goes towards interacting with clients, planning and performing RWE studies, and supporting Medaffcon’s RWE team. Subjects that keep her work interesting are the vast variability of customers and projects, problem-solving, and interacting with people.
“The number of RWE studies has increased since stakeholders within the healthcare industry have an increasing demand for knowledge-based decision making tools that need to be fulfilled. The future, therefore, has an ever-increasing emphasis on RWE”.