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Ohta R, Sano C. Rural health dialogue for the sustainability of help-seeking behaviors among older patients: grounded theory approach. BMC Geriatr 2023; 23:674. [PMID: 37853372 PMCID: PMC10585832 DOI: 10.1186/s12877-023-04401-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 10/11/2023] [Indexed: 10/20/2023] Open
Abstract
BACKGROUND Help-seeking behaviors (HSBs) are essential for disease prevention and health promotion. Dialogues with peers and medical professionals can improve HSBs, both qualitatively and quantitatively. Rural communities lacking healthcare resources require effective HSBs for healthcare sustainability. The current study aimed to investigate the effect of health dialogues between medical professionals and rural citizens on their HSBs. METHODS All procedures complied with the Declaration of Helsinki and its subsequent amendments. The Unnan City Hospital Clinical Ethics Committee approved the study protocol (No. 20,220,002). A grounded theory approach was employed for the health dialogue participants in rural communities. Health dialogues with family physicians were conducted once a month at rural community centers. The dialogues and focus group interviews were recorded and coded to investigate changes in participants' perceptions and behaviors regarding HSBs. RESULTS Twenty-one dialogues were conducted in two rural community centers, with a total of 112 participants. The average age of the participants was 70.2 years (standard deviation = 5.4), with 24% being males. Analysis of the grounded theory approach revealed four themes, namely joy-driven dialogue driving the realization of HSBs, reflection on personal HSBs through learning from others, revising HSBs based on rural social resources, and familiarity with physicians, hence motivating safe and secure HSBs. CONCLUSIONS Mitigation of barriers between citizens and medical professionals and improvement of psychological safety in communities can drive effective HSBs in rural communities.
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Affiliation(s)
- Ryuichi Ohta
- Community Care, Unnan City Hospital, 96-1 Iida, Daito-cho, Unnan, 699-1221, Japan.
| | - Chiaki Sano
- Department of Community Medicine Management, Faculty of Medicine, Shimane University, 89-1 Enya cho, Izumo, Shimane Prefecture, 693-8501, Japan
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Goldfield NM, Malapati P, Chafitz T, Saravanapavan Y, Alamgir N, Gander J, Meyer MJ. Sterile surgical supply waste identification using asynchronous analysis: Pediatric surgery QI pilot. Surg Open Sci 2023; 15:32-37. [PMID: 37609369 PMCID: PMC10440549 DOI: 10.1016/j.sopen.2023.07.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 07/25/2023] [Accepted: 07/29/2023] [Indexed: 08/24/2023] Open
Abstract
Background The operating room (OR) is a major cost and revenue center for a hospital. One of the few modifiable costs in the OR is single-use, sterile surgical supplies (SUSSS). If SUSSS are opened on the scrub table and not used, then they are wasted. High-fidelity SUSSS usage data is important to strategically implement solutions to reduce waste of SUSSS in the OR. OR waste reduction may decrease health systems' carbon footprints and reduce spending. Methods A convenience sample of general pediatric surgical cases was observed in summer 2021. HIPAA-free images of the surgical scrub table were acquired every 2 s with minimal impact on pediatric OR workflow. These images were asynchronously analyzed to obtain SUSSS usage data for each case. Results Image data from three pediatric surgeons performing 41 pediatric surgeries was reviewed. The median cost of unused SUSSS was $13.10 (IQR = $2.73-$47.97) with a range of $0.07 to $489.08 wasted in a single surgery. The mean number of items wasted was 9.3 ± 6.4. The most frequently wasted items were sutures, syringes, towels, paper rulers, and specimen cups. The most expensive sources of waste were laparoscopic trocars, sutures, insufflation needles, drapes, and guidewires. Conclusions SUSSS that were discarded without being used were successfully identified through the asynchronous analysis of HIPAA-free OR scrub table image data. This may be an opportunity to identify SUSSS waste efficiently without an observer in the OR.
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Affiliation(s)
- Natalie M. Goldfield
- University of Virginia School of Medicine, 1340 Jefferson Park Ave, Charlottesville, VA, USA
| | | | - Tyler Chafitz
- Mount Sinai Health System, 1 Gustave L. Levy Pl, New York, NY, USA
| | | | - Nafisa Alamgir
- Meharry Medical College, 1005 Dr DB Todd Jr Blvd, Nashville, TN, USA
| | - Jeffrey Gander
- University of Virginia School of Medicine, 1340 Jefferson Park Ave, Charlottesville, VA, USA
| | - Matthew J. Meyer
- University of Virginia School of Medicine, 1340 Jefferson Park Ave, Charlottesville, VA, USA
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Fasseeh AN, Elezbawy B, El-Fass KA, GamaI M, Seyam A, Hayek N, Abdel Rahman N, Abdelhamid S, Fasseeh N, Saad AS, Elagamy A, Mahmoud A, Sedrak AS, Elshazly K, Eldebeiky M, Talaat M, Mohamed NM, Abdelaziz RA, Refaat R, Akeel S, Abaza S, Kaló Z. Maximizing the benefits of using biosimilars in Egypt. J Pharm Policy Pract 2023; 16:79. [PMID: 37365620 DOI: 10.1186/s40545-023-00581-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 06/06/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Biosimilars constitute a pathway for sustainable financing of healthcare systems in the era of expensive biologics. However, such a pathway is not free of challenges. Since the biosimilars market is expanding in Egypt, there is an urgent need for a policy framework to optimize their use and diffusion in the market. We aim to characterize a national framework based on the experiences of other countries and consultation with local experts. METHODS A narrative literature review was conducted to identify biosimilars' policy elements worldwide. A workshop was organized with experts to discuss the narrative review findings and create consensus on recommendations. RESULTS The narrative literature review highlighted the need for biosimilar policy actions in four areas: market authorization, pricing, reimbursement, and uptake. Eighteen experts representing the Egyptian healthcare authorities attended the workshop. The most significant conclusions from the workshop included setting the price of the biosimilar at 30-40% less than its originator's price and establishing financing protocols, in which the more expensive biologics with significant price premiums should be excluded from the formulary. CONCLUSIONS A summarized national framework policy recommendation for biosimilars was created by local experts from the main public healthcare entities in Egypt. These recommendations coincide with the international policies adopted across different countries that aim to improve patient access while sustaining health expenditure.
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Affiliation(s)
- Ahmad Nader Fasseeh
- Syreon Middle East, Alexandria, Egypt.
- Faculty of Pharmacy, Alexandria University, Alexandria, Egypt.
| | | | | | - Mary GamaI
- Egyptian Authority for Unified Procurement, Medical Supply and Technology Management, Cairo, Egypt
| | - Ahmed Seyam
- Universal Health Insurance Authority, Cairo, Egypt
| | - Noha Hayek
- Theodor Bilharz Research Institute, Giza, Egypt
| | | | | | - Nader Fasseeh
- Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | | | - Ahmed Elagamy
- Egyptian Authority for Unified Procurement, Medical Supply and Technology Management, Cairo, Egypt
| | | | - Amal Samir Sedrak
- Universal Health Insurance Authority, Cairo, Egypt
- Faculty of Medicine, Cairo University, Cairo, Egypt
| | | | - Mariam Eldebeiky
- Egyptian Authority for Unified Procurement, Medical Supply and Technology Management, Cairo, Egypt
| | | | | | | | - Remonda Refaat
- Egyptian Authority for Unified Procurement, Medical Supply and Technology Management, Cairo, Egypt
| | - Shaimaa Akeel
- Egyptian Authority for Unified Procurement, Medical Supply and Technology Management, Cairo, Egypt
| | | | - Zoltán Kaló
- Semmelweis University, Budapest, Hungary
- Syreon Research Institute, Budapest, Hungary
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Lau J, Pang NQ, Ang C, Tan KK. Insights from an Exploratory Retrospective Cohort Study: Are Face-to-Face Follow-Up Consultations after Colonoscopy a Thing of the Past? Dig Dis 2023; 41:600-603. [PMID: 36966526 PMCID: PMC10627111 DOI: 10.1159/000530165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 03/09/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Colonoscopy is a commonly performed procedure, but most patients will not actually be found with colorectal cancer. Subsequent face-to-face consultations to explain post-colonoscopy findings are common despite the time and cost-saving benefits of teleconsultation, especially in a post-COVID-19 era. This exploratory retrospective study examined the proportion of post-colonoscopy follow-up consultations that could have been converted to teleconsultation within a tertiary hospital in Singapore. METHODS A retrospective cohort of all patients who underwent colonoscopy in the institution from July to September 2019 was identified. All follow-up face-to-face consultations related to the index colonoscopy from the scope date to 6 months post-colonoscopy were traced. Clinical data relevant to the index colonoscopy and these consultations were extracted from electronic medical records. RESULTS The cohort consisted of 859 patients (68.5% male, age range: 18-96 years). Of these, 15 (1.7%) had colorectal cancer, but the majority (n = 643, 74.9%) were scheduled for at least one post-colonoscopy visit - a total of 884 face-to-face clinical visits. The final sample was 682 (77.1%) face-to-face post-colonoscopy visits that did not involve any procedures performed or indicated the need for any subsequent follow-up. CONCLUSION If such "unnecessary" post-colonoscopy consultations exist within our institution, then similar situations possibly occur elsewhere. As COVID-19 continues to periodically tax healthcare systems worldwide, preservation of resources will remain integral alongside quality standards of routine patient care. There is a need for detailed analyses and modeling to hypothesize potential savings by also considering the start-up and maintenance costs of switching to a teleconsultation-dominated system.
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Affiliation(s)
- Jerrald Lau
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Ning-Qi Pang
- Department of Surgery, National University Hospital, Singapore, Singapore
| | - Chermaine Ang
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ker-Kan Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Surgery, National University Hospital, Singapore, Singapore
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de Reeder A, Hendriks P, Plug-van der Plas H, Zweers D, van Overbeeke PSM, Gravendeel J, Kruimer JWH, van der Meer RW, Burgmans MC. Sustainability within interventional radiology: opportunities and hurdles. CVIR Endovasc 2023; 6:16. [PMID: 36939973 PMCID: PMC10027964 DOI: 10.1186/s42155-023-00362-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 03/09/2023] [Indexed: 03/21/2023] Open
Abstract
BACKGROUND Healthcare is a highly polluting industry and attention to the need for making this sector more sustainable is growing. The interventional radiology (IR) department is a relatively unique department in the hospital because of its synergetic use of both imaging equipment and medical instruments. As a result, the interventional radiology department causes a significant environmental burden in terms of energy usage, waste and water pollution. The aim of this study was to explore the current state of sustainability within IR by conducting a survey and interviews among IR specialists in the Netherlands. RESULTS The main findings of this study were that there is a high awareness for the need of sustainability within IR, but that there is still limited action. Previous studies point towards the various opportunities in the field of energy, waste and water pollution, yet our study unveils these opportunities are often not implemented because of (1) sustainability not being a priority, (2) a dependency on employees, and (3) factors that simply cannot be changed by an individual IR department or hospital. Generally, our study indicates that there is a willingness to become more sustainable, but that the current system involves a wide range barriers that hinder true change. Furthermore, it seems that no one is currently taking the lead and a leading role from higher management, government, healthcare authorities or professional societies is lacking. CONCLUSIONS Despite the hurdles found in our study, IR departments can implement several improvements. An important factor is that sustainability should not lead to lower convenience for employees, which can be ensured by a sufficiently designed waste infrastructure and behavioral nudges. Furthermore, there lies an opportunity in more collaboration between IR departments in knowledge sharing and open innovation.
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Affiliation(s)
- Anouk de Reeder
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Business-Society Management, Rotterdam School of Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Pim Hendriks
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Dirk Zweers
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Philine S M van Overbeeke
- Department of Business-Society Management, Rotterdam School of Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | | | | | | | - Mark C Burgmans
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.
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Vacharathit V, Walsh RM, Utech J, Asfaw SH. Action in Healthcare Sustainability is a Surgical Imperative: This is a Novel Way to Do It. J Surg Educ 2022; 79:275-278. [PMID: 34600860 DOI: 10.1016/j.jsurg.2021.09.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 07/25/2021] [Accepted: 09/06/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE The healthcare system accounts for 8%-10% of all greenhouse gas emissions in the United States and hospital buildings are significant contributors. Operating rooms account for 20%-33% of all hospital waste. This may contribute to significant climate change and negatively affect public health. Physicians and surgeons must act to reduce our collective carbon footprint to improve the health of our patients. The traditional graduate medical education curriculum does not routinely train future generations of physicians in healthcare sustainability. We describes a fellowship program designed to change this. DESIGN AND SETTING The Cleveland Clinic surgical residency has implemented a unique educational program. Here we describe the 5-year results of our novel fellowship program in health care sustainability, primarily focused on greening the operating room. PARTICIPANTS Selected General Surgery residents interested in healthcare sustainability and greening the operating room. RESULTS We have successfully implemented a novel resident focused fellowship program in healthcare sustainability. Fellowship projects have led to significant reductions in our hospitals' collective carbon footprint. CONCLUSIONS Surgeons have a unique responsibility to reduce the carbon footprint of the Operating Room. Implementing a dedicated fellowship program or similar intensive educational experience in healthcare sustainability within the framework of a graduate medical education curriculum will help to ensure future generations of surgeons are thoughtful leaders in environmental stewardship.
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Affiliation(s)
| | - R Matthew Walsh
- Department of General Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Jon Utech
- Office for a Healthy Environment, Cleveland Clinic, Cleveland, Ohio
| | - Sofya H Asfaw
- Department of General Surgery, Cleveland Clinic, Cleveland, Ohio.
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Rossi R, Danesi V, Massa I, Balzi W, Romeo A, Foca F, Nanni O, Maltoni M, Altini M. The challenge of sustainability in healthcare systems: cost of radiotherapy in the last month of life in an Italian cancer center. Support Care Cancer 2021; 29:2735-42. [PMID: 32989523 DOI: 10.1007/s00520-020-05718-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 08/26/2020] [Indexed: 11/16/2022]
Abstract
Purpose Cost evaluation is becoming mandatory to support healthcare sustainability and optimize the decision-making process. This topic is a challenge, especially for complex and rapidly evolving treatment modalities such as radiotherapy (RT). The aim of the present study was to investigate the cost of RT in the last month of life of patients in an Italian cancer center. Methods This was a retrospective study on a cancer population (N= 160) who underwent RT or only an RT planning simulation in an end of life (EOL) setting. The cost of RT procedures performed on patients was collected according to treatment status, care setting, and RT technique used. Costs were valued according to the sum of reimbursements relating to all procedures performed and assessed from the perspective of the National Health System. Results The total cost of RT in the last month of life was €244,774, with an average cost per patient of €1530. Around 7.7% and 30.3% of the total cost was associated with patients who never started RT or who discontinued RT, respectively, while the remaining 62.0% referred to patients who completed treatment. Costs associated with outpatient and inpatient settings represented 54.3% and 38.6% of the total cost, respectively. The higher average cost per patient for the never-started and discontinued groups was correlated with patients who had a poor ECOG Performance Status. Conclusion Improved prognostic accuracy and a better integration between radiotherapy and palliative care units could be a key to a better use of resources and to a reduction in the cost of EOL RT.
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Mestre-Ferrandiz J, Palaska C, Kelly T, Hutchings A, Parnaby A. An analysis of orphan medicine expenditure in Europe: is it sustainable? Orphanet J Rare Dis 2019; 14:287. [PMID: 31829218 PMCID: PMC6907352 DOI: 10.1186/s13023-019-1246-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 10/29/2019] [Indexed: 11/26/2022] Open
Abstract
Background Orphan medicinal product (OMP) prices are considered by some to be a challenge to the sustainability of healthcare expenditure. These concerns are compounded by the increasing number of OMPs receiving marketing authorisation (MA) annually. The aim of this study was to explore the sustainability of OMP expenditure within the context of total European pharmaceutical expenditure. Methods Using historical IQVIA data, an analysis was conducted on total pharmaceutical and OMP expenditure in eight countries (using values / volumes) in the branded, non-branded and overall pharmaceutical market. Country level and aggregated data was considered for EU5 countries, Austria, Belgium and Ireland. Three key analyses were conducted:
The OMP share of total pharmaceutical expenditure was calculated from 2000 to 2017, to assess its evolution over time. The results of this analysis were compared with a 2011 forecast of OMP budget impact. The evolution of the total pharmaceutical market and its different segments (branded OMPs, non-OMP branded and unbranded) were assessed by estimating the compound annual growth rate (CAGR) and percentage of pharmaceutical expenditure for each market segment from 2010 to 2017.
Results Across countries, OMP share of total pharmaceutical expenditure has increased each year since 2000, rising to 7.2% of total pharmaceutical expenditure in 2017. OMP expenditure has increased at a CAGR of 16% since 2010. The number of OMPs receiving MA each year showed a CAGR of 11% since 2001, four percentage points greater than the CAGR for all medicines receiving MA over the same period. OMP share of total pharmaceutical expenditure is higher than forecasted in 2011 due to slower than expected growth in the non-OMP market. OMP growth has been offset by reduced expenditure in the general market and increased use of generics and biosimilars. Conclusions Relative spending on OMPs has increased over the last 20 years, but this has been largely compensated for within the current allocation of total pharmaceutical spending by flat expenditure for non-OMPs and increased volumes of (lower-priced) generics/biosimilars, reflecting a shift towards expenditure in higher cost, lower volume patient populations and a shift in drug development towards more specialised targeting of diseases.
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Massa I, Balzi W, Altini M, Bertè R, Bosco M, Cassinelli D, Vignola V, Cavanna L, Foca F, Dall'Agata M, Nanni O, Rossi R, Maltoni M. The challenge of sustainability in healthcare systems: frequency and cost of diagnostic procedures in end-of-life cancer patients. Support Care Cancer 2018; 26:2201-2208. [PMID: 29387995 PMCID: PMC5982433 DOI: 10.1007/s00520-018-4067-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 01/22/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND Literature data on the overuse and misuse of diagnostic procedures leading to end-of-life aggressiveness are scarce due to the limited amount of estimated economic waste. This study investigated the potential overuse of diagnostic procedures in a population of end-of-life patients. METHODS This is a retrospective study on consecutive advanced patients admitted into two Italian hospices. Frequency and relative costs of X-ray imaging, CT scans, MRI, and interventional procedures prescribed in the 3 months before admission were collected in patient electronic charts and/or in administrative databases. We conducted a deeper analysis of 83 cancer patients with a diagnosis of at least 1 year before admission to compare the number of examinations performed at two distant time periods. RESULTS Out of 541 patients, 463 (85.6%) had at least one radiological exam in the 3 months before last admission. The mean radiological exam number was 3.9 ± 3.2 with a relative mean cost of 278.60 ± 270.20 € per patient with a statistically significant (p < 0.001) rise near death. In the 86-patient group, a higher number of procedures was performed in the last 3 months of life than in the first quarter of the year preceding last admission (38.43 ± 28.62 vs. 27.95 ± 23.21, p < 0.001) with a consequent increase in cost. CONCLUSIONS Patients nearing death are subjected to a high level of "diagnostic aggressiveness." Further studies on the integration of palliative care into the healthcare pathway could impact the appropriateness of interventions, quality of care, and, ultimately, estimated costs.
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Affiliation(s)
- Ilaria Massa
- Unit of Biostatistics and Clinical Trials, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy.
| | - William Balzi
- Healthcare Administration, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy
| | - Mattia Altini
- Healthcare Administration, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy
| | - Raffaella Bertè
- Palliative Care Unit, Department of Oncology and Hematology, Guglielmo da Saliceto Hospital, Via Taverna 49, 29100, Piacenza, Italy
| | - Monica Bosco
- Palliative Care Unit, Department of Oncology and Hematology, Guglielmo da Saliceto Hospital, Via Taverna 49, 29100, Piacenza, Italy
| | - Davide Cassinelli
- Palliative Care Unit, Department of Oncology and Hematology, Guglielmo da Saliceto Hospital, Via Taverna 49, 29100, Piacenza, Italy
| | - Valentina Vignola
- Palliative Care Unit, Department of Oncology and Hematology, Guglielmo da Saliceto Hospital, Via Taverna 49, 29100, Piacenza, Italy
| | - Luigi Cavanna
- Department of Oncology and Hematology, Guglielmo da Saliceto Hospital, Via Taverna 49, 29100, Piacenza, Italy
| | - Flavia Foca
- Unit of Biostatistics and Clinical Trials, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy
| | - Monia Dall'Agata
- Unit of Biostatistics and Clinical Trials, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy
| | - Oriana Nanni
- Unit of Biostatistics and Clinical Trials, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy
| | - Romina Rossi
- Palliative Care Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy
| | - Marco Maltoni
- Palliative Care Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via P. Maroncelli 40, 47014, Meldola, Italy.,Palliative Care Unit, Valerio Grassi Hospice, Forlimpopoli Hospital, Via Duca D'Aosta 33, 47034, Forlimpopoli, Italy
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