The Challenge of Sustainability of High-Cost Oncological Drugs: A Budgeting Model in an Italian Cancer Center
Abstract
:1. Introduction
2. Materials and Methods
2.1. The Regional Method
- authorization for drug prescription;
- drug purchase;
- management of the prescription process and governance of appropriateness.
2.2. The Hospital Context of Services
2.3. The IRST of Meldola: An Effective Programming Model
2.3.1. Strategic Planning
2.3.2. The Complexity of Defining Needs
- Anticipated number of patient case-mix to calculate new patients for each line of treatment derived from: Epidemiology of the reference population, GReFO recommendations, Oncological Database (DBO);
- Potential new therapeutic opportunities (new molecules) and efficiency-based opportunities (generic, biosimilar, better cost-opportunity drugs, etc.);
- Ongoing and future clinical trials with high-cost drugs;
- Drug consumption by pathology and number of patients treated (derived from Electronic Health Records (EHR);
2.4. Budget Definition
- Prescription appropriateness, considered as percentage, %:
- Compliance with the standards of use for pathology settings defined by the GReFO;
- Use of cheaper drugs according to GReFO recommendation (Cost-opportunity);
- Use of generic and biosimilar drugs;
- Use of off-label therapies linked to precision medicine.
- Operational efficiency
- Percent deviations;
- Stock turnover indices;
- Implementation of the drug day/drug month for the preparation of high-cost drugs;
- Quality and safety
- Rate of digitalization of the prescription-preparation-administration chain;
- Percentage use of robotic preparations.
Objectives for Innovative Drugs
2.5. Monitoring
2.6. IT Tools
3. Results
3.1. Cross Monitoring
3.2. GDP Monitoring
3.2.1. Off Label Treatment Monitoring
3.2.2. Monitoring of Indicators of Appropriateness, Cost-Effectiveness and Operational Efficiency
3.2.3. Monitoring Appropriateness and Adherence to GReFO Recommendations
3.2.4. MEAs Monitoring
4. Discussion
- Establishment of expenditure caps without considering the number of patients and patient case-mix which encourages potential inappropriate behavior by providers who exceed maximum expenditure during the year;
- Management by non-communicating “silos” (fund for direct purchases, territorial pharmaceutical fund, funds for oncological and non-oncological innovation, etc.) that does not consider compensation between funds.
- Programming is as well calibrated as possible (based on concurrent epidemiological data, needs and appropriateness);
- A certain degree of flexibility is allowed during the year according to unforeseen events, such as different patient flows between the various providers, new clinical evidence, new therapies available.
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
AFO | Hospital Pharmaceutical Assistance expenditure (effective expenditure) |
AIFA | Italian Agency of Drugs |
ASL-AUSL | Local Healthcare Agency |
AVR | Area Vasta Romagna |
CNN | C-Non Negotiated |
CTR | Regional Therapeutic Commission |
DBO | Data Base Oncology |
DIT | Nursing and Technical Management |
ERP | Enterprise Resource Planning |
FDA | Food and Drug Administration |
FED | Total Reimbursed Expenditure |
GRADE | Grades of Recommendation, Assessment, Development, and Evaluation |
IRST | Istituto Romagnolo per lo Studio dei Tumori “Dino Amadori” |
IRCCS | Institutes of Hospitalization and Care with Scientific Character |
RER | Emilia Romagna Region |
GdP | Group of Pathology—Simple Departmental Structures |
GReFO | Regional Group of Oncological Drugs |
MEA | Managed Entry Agreements |
NHF | National Healthcare Fund |
NHS | National Health System |
NSCLC | Non-Small-Cell Lung Cancer |
OS | Overall Survival |
PFS | Progression Free Survival |
PTR/P | Regional/Provincial Therapeutic Handbook |
UOBSC | Operative Unit of Biostatistics and Clinical Trials |
UUOO | Operating Units |
URTTF | Research and Innovation Department of Technology Transfer and Training |
URP | Public Relations Office |
YTD | Year to Date |
Appendix A
Perspective of Patients and Stakeholders | ||||
Objective A—Improve the Perceived Quality of Care and Prestige of the Institute | ||||
1. Measure and Improve the Perceived Quality and Engagement of Patients | ||||
Action | Index | Target | Weight | Inf. Spec |
To strive for high standards of perceived quality | % very satisfied (clear/disp) | ≥70% | 10% | |
% very satisfied with model taking charge | ≥70% | 20% | ||
Developing humanization projects and Alliance with patients | number of patients to be sent to programs | ≥40 | 10% | 30% |
% new patients with first nursing visit | ≥70% | 50% | ||
2. Increase the Brand Value and the Ability to Attract Public and Private Funding | ||||
Action | Index | Target | Weight | Inf. Spec |
Develop the ability to apply to national and international notice and improve the success rate | No. of projects supported by external funding | ≥3 | ||
N.ro of project submitted to notices/tender | ≥3 | 10% | ||
Objective B—Progressively Implement the Comprehensive Cancer Care & Research Network | ||||
1. Systematize and Manage Intercompany Integrated Clinical Pathways (ICP) | ||||
Action | Index | Target | Weight | Inf. Spec |
Existence ICP to be formalized | within 30/06/20 | |||
Formalization and monitoring of KPIs to improve ICP | Number of ICP monitors | ≥1 | 10% | |
Internal Processes Perspective | ||||
Objective C—Pursue Operational Excellence and Economic-Financial Sustainability | ||||
1. Monitoring and Improvement of Outcomes and Value of Oncological Treatments | ||||
Action | Index | Target | Weight | Inf. Spec |
Care timing: monitoring and improvement of waiting time and clinical path (Epic, Radiology, Radiotherapy, Hospitalizations) | % pts with start of chemotherapy <60 days after surgery | 100% | ||
% pts with RT start < than days from intervention | 100% | 10% | ||
Improvement of appropriateness drug use indexes (GREFO, Biosimilars) and increase of studies with free drug supply | Adhesion rate to GReFO | ≥90% | ||
% in III CR line of Trifluridine vs. Regorafenib | ≥80% | |||
% biosimilar use on Bevacizumab | TBD | 20% | ||
2. Scientific Relevant and Good Quality Production (Compliance with IRCCS AAA Requirements) | ||||
Action | Index | Target | Weight | Inf. Spec |
Achieve 2019–2020 scientific production objectives | IRCCS points | ≥100 | 20% | |
3. Enhancement of Clinical Trial Activities and Increase in Recruitment Rates | ||||
Action | Index | Target | Weight | Inf. Spec |
Increase the enrollment rate | in-office therapies started/therapies started | 10% |
Appendix B
Consumption Index | Number of Patients Treated in I.R.S.T. | ||||||||
---|---|---|---|---|---|---|---|---|---|
Molecule | Recommendation | Expected Cases Consumption Index Forecast for Emilia Romagna Territories | Note | per 100,000 Inhabitants Planned by GReFO | Planned for Territory of Forlì-Cesena | Forlì- Cesena | Romagna | Extra Romagna | Evaluation |
Durvalumab | Strong positive | 140 | Consolidation after chemoradiotherapy in pts non in PD con PDL1 ≥ 1% | 3.1 | 12 | 3 | 1 | 0 | Compliant |
Pembrolizumab | Strong positive | 300 | I line PD-L1 ≥ 50%—non sq/sq | 6.7 | 27 | 19 | 10 | 6 | Compliant |
Pembrolizumab + Pemetrexed + CDDP | Strong positive | 600 | I line PD-L1 < 50% o non noto NON SQ | 13.5 | 53 | 0 | 0 | 0 | Compliant |
Pembrolizumab | Weak positive | 540 | II line WT (indipendent from histology) | 12.1 | 48 | 3 | 2 | 1 | Compliant |
Nivolumab | Weak positive | 12 | 0 | 2 | Compliant | ||||
Atezolizumab | Weak positive | 20 | 3 | 11 | Compliant | ||||
Afatinib/Erlotinib/Gefinitib | Weak negative | 35 | NSCLC I line EGFR + | 0.8 | 3 | 6 | 1 | 0 | Not Compliant |
Osimertinib | Strong positive | 140 | NSCLC I line EGFR + | 3.1 | 12 | 6 | 4 | 2 | Compliant |
Nintedanib + Docetaxel | Weak negative | 180 | NSCLC II line WT | 4.0 | 16 | 0 | 0 | 0 | Compliant |
Pemetrexed | Weak positive | NSCLC II line WT | 3 | 0 | 2 | Compliant | |||
Docetaxel | Weak/strong negative | NSCLC + SCLC II line WT | 8 | 4 | 3 | Compliant | |||
Erlotinib | NA | NSCLC + SCLC II line WT | 0 | 0 | 0 | Compliant | |||
Osimertinib | Strong positive | 60 | NSCLC II line EGFR +, T790M + | 1.3 | 5 | 2 | 0 | 0 | Compliant |
Docetaxel/TKI | 50 | NSCLC II line EGFR +, T790M not changed | 1.1 | 4 | 1 | 0 | 1 | Compliant | |
Ceritinib | Weak negative | 3 | NSCLC I line ALK + | 0.1 | 0 | 0 | 0 | 0 | Compliant |
Ceritinib | Weak positive | 20 | NSCLC II line ALK + | 0.4 | 2 | 0 | 0 | 0 | Compliant |
Crizotinib | Weak negative | 3 | NSCLC I line ALK + | 0.1 | 0 | 0 | 0 | 0 | Compliant |
Crizotinib | Strong/Weak positive | 12 | NSCLC I line ROS-1 + | 0.3 | 1 | 1 | 0 | 0 | Compliant |
Alectinib | Strong positive | 52 | NSCLC I Line ALK + | 1.2 | 5 | 0 | 1 | 0 | Compliant |
Alectinib | Weak positive | 20 | NSCLC II line ALK + | 0.4 | 2 | 2 | 0 | 0 | Compliant |
Docetaxel/doppietta platino | 0 | NSCLC II line ALK + | 0.0 | 0 | 0 | 0 | 0 | Compliant | |
Dabrafenib/trametinib | NA | / | NSCLC Braf V600+ |
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Medicinal Products that Access the Innovation Fund (National) | Innovativeness Expiration Date (Date) | Effective Expenditure (€) | Reimbursed Expenditure (€) |
---|---|---|---|
Alectinib | 31 January 2020 | 189,088 | 33,808 |
Daratumumab | 31 December 2019 | 841,383 | 725,243 |
Nivolumab | 24 March 2019 | 1,043,568 | 857,877 |
Atezolizumab | 24 March 2019 | 134,980 | 128,702 |
Pembrolizumab after 1st line | 10 May 2019 | 894,781 | 2,298,835 |
Pembrolizumab 1st line (75%) | 1,701,010 | ||
Durvalumab | 6 September 2022 | 6536 | 11,033 |
Citarabina and danorubicina | 18 June 2022 | 20,459 | 13,742 |
Lutathera from June to Dec | 29 March 2022 | 587,301 | 587,301 |
Total use group A | 5,419,105 | 4,656,541 | |
Fund group A | 5,079,087 |
Medicinal Products that Access the Innovation Regional Fund Emilia Romagna | Innovativeness Expiration Date (Month) | Effective Expenditure (€) | Reimbursed Expenditure (€) |
---|---|---|---|
Pembrolizumab after 1st line | 567,003 | 495,381 | |
Nivolumab | from April 2019 | 3,092,797 | 2,789,277 |
Atezolizumab | from April 2019 | 332,742 | 307,630 |
Ibrutinib | 907,200 | 847,553 | |
Nabpaclitaxel | 378,296 | 342,783 | |
Crizotinib | 236,147 | 240,999 | |
Lenvatinib | 38,429 | 38,076 | |
Palbociclib | 337,602 | 319,007 | |
Ribociclib | 51,214 | 35,508 | |
Abemaciclib | 50 | 0 | |
Carfilzomib | 307,314 | 278,328 | |
Osimertinib | 303,550 | 283,977 | |
Idelalisib | 94,757 | 88,977 | |
Pomalidomide | 30,361 | 30,361 | |
Total consumption group B | 6,677,463 | 6,097,855 | |
Fund group B | 5,621,176 |
GdP | Budget 2019 (€) | Expected Var. % vs. 2018 (%) | Effective Expenses 2019 (€) | Effective Var. % vs. 2018 (%) |
Immunology | 2,282,843 | +7.3 | 2,685,101 | +26.2 |
Hematology | 7,819,552 | +25.8 | 6,656,601 | +7.1 |
Breast | 4,964,118 | −2.9 | 4,150,834 | −18.8 |
Gastroenteric | 2,845,447 | +4.3 | 2,789,128 | +2.2 |
CDO | 1,599,889 | +84.2 | 966,957 | +11.3 |
Thoracic | 5,382,282 | +3.8 | 5,798,600 | +11.8 |
Urogynecological | 2,940,570 | +9.5 | 3,029,271 | +12.8 |
Total | 27,834,702 | +11.7 | 26,076,492 | +4.6 |
GdP | Mean Cost 2019 (€) | Mean Cost 2018 (€) | B. exp. Change (%) | Obs. Change (%) |
Immunology | 21,481 | 22,400 | −18.0 | −4.1 |
Hematology | 13,984 | 13,401 | +11.0 | +4.4 |
Breast | 6122 | 8064 | +6.0 | −24.1 |
Gastroenteric | 4506 | 4511 | +11.0 | −0.1 |
CDO | 5171 | 4236 | +26.0 | +22.1 |
Thoracic | 11,505 | 11,031 | +26.0 | +4.3 |
Urogynecological | 5859 | 5359 | +26.0 | +9.3 |
Total | 8396 | 9359 | +8.0 | −10.3 |
GdP | Pts 2019 (n) | Pts 2018 (n) | Absolute Variation (%) | |
Immunology | 125 | 95 | +24% | |
Hematology | 476 | 464 | +2.5% | |
Breast | 678 | 634 | +6.5% | |
Gastroenteric | 619 | 605 | +2.3% | |
CDO | 187 | 205 | −9.6% | |
Thoracic | 504 | 470 | +6.7% | |
Urogynecological | 517 | 501 | +3.1% | |
Total | 3106 | 2974 | +4.2% |
GdP | IRST 2019 (€) | 5% AIFA Fund 2019 (€) | Total 2019 (€) | IRST 2018 (€) | 5% AIFA Fund 2018 (€) | Total 2018 (€) |
---|---|---|---|---|---|---|
CDO-TR | 66,186 | 76,257 | 142,443 | 44,507 | 9591 | 54,098 |
Gastroenteric | 146,736 | 122,141 | 268,877 | 83,501 | 37,633 | 121,134 |
Breast | 90,856 | 4480 | 95,336 | 130,089 | 13,440 | 143,529 |
Uroginecology | 157,163 | 0 | 157,163 | 147,661 | 5603 | 153,264 |
Lung | 121,462 | 0 | 121,462 | 290,745 | 0 | 290,745 |
Hematology | 166,914 | 19,311 | 186,225 | 189,861 | 28,824 | 218,685 |
Melanoma | 0 | 0 | 0 | 0 | 0 | 0 |
Total * | 749,317 | 222,189 | 971,506 | 886,364 | 95,091 | 981,455 |
GDP | Clinical Trial 2019 (€) | UT 2019 (€) | Total Costs Avoided (€) |
---|---|---|---|
Genitourinary | 1,009,487.07 | 172,045.61 | 1,181,533 |
Breast | 70,813.20 | 0.00 | 70,813 |
Melanoma | 1,230,228.56 | 154,879.78 | 1,385,108 |
Lung | 806,145.30 | 264,419.19 | 1,070,564 |
Gastrointestinal | 256,841.96 | 1,167.33 | 258,009 |
Rare tumors | 174,060.74 | 40,780.42 | 214,841 |
Hematology | 806,022.39 | 16,583.07 | 822,605 |
Total | 4,353,599.22 | €649,875 | €5,003,475 |
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Masini, C.; Gallegati, D.; Gentili, N.; Massa, I.; Ciucci, R.; Altini, M. The Challenge of Sustainability of High-Cost Oncological Drugs: A Budgeting Model in an Italian Cancer Center. Int. J. Environ. Res. Public Health 2021, 18, 13413. https://doi.org/10.3390/ijerph182413413
Masini C, Gallegati D, Gentili N, Massa I, Ciucci R, Altini M. The Challenge of Sustainability of High-Cost Oncological Drugs: A Budgeting Model in an Italian Cancer Center. International Journal of Environmental Research and Public Health. 2021; 18(24):13413. https://doi.org/10.3390/ijerph182413413
Chicago/Turabian StyleMasini, Carla, Davide Gallegati, Nicola Gentili, Ilaria Massa, Raffaella Ciucci, and Mattia Altini. 2021. "The Challenge of Sustainability of High-Cost Oncological Drugs: A Budgeting Model in an Italian Cancer Center" International Journal of Environmental Research and Public Health 18, no. 24: 13413. https://doi.org/10.3390/ijerph182413413
APA StyleMasini, C., Gallegati, D., Gentili, N., Massa, I., Ciucci, R., & Altini, M. (2021). The Challenge of Sustainability of High-Cost Oncological Drugs: A Budgeting Model in an Italian Cancer Center. International Journal of Environmental Research and Public Health, 18(24), 13413. https://doi.org/10.3390/ijerph182413413