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Shipman LA, Price J, Abdulwahid D, Bayman N, Blackhall F, Califano R, Chan C, Coote J, Eaton M, Fenemore J, Gomes F, Harris M, Halkyard E, Lindsay C, Neal H, McEntee D, Sheikh H, Summers Y, Taylor P, Woolf D, Yorke J, Faivre-Finn C. Service Evaluation of MyChristie-MyHealth, an Electronic Patient-Reported Outcome Measure Integrated Into Clinical Cancer Care. JCO Clin Cancer Inform 2024; 8:e2300162. [PMID: 38574311 DOI: 10.1200/cci.23.00162] [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: 08/26/2023] [Revised: 11/14/2023] [Accepted: 02/08/2024] [Indexed: 04/06/2024] Open
Abstract
PURPOSE Electronic patient-reported outcome measures (ePROMs) are digitalized health questionnaires used to gauge patients' subjective experience of health and disease. They are becoming prevalent in cancer care and have been linked to a host of benefits including improved survival. MyChristie-MyHealth is the ePROM established at the Christie NHS Foundation Trust in 2019. We conducted an evaluation of this service to understand user experiences, as well as strategies to improve its functioning. METHODS Data collection: Patients who had opted never to complete MyChristie-MyHealth (n = 87), and those who had completed at least one (n = 87) were identified. Demographic data included age, sex, ethnicity, postcode, diagnosis, treatment intent, and trial status. Semistructured interviews were held with noncompleters (n = 30) and completers (n = 31) of MyChristie-MyHealth, as well as clinician users (n = 6), covering themes such as accessibility, acceptability and usefulness, and open discourse on ways in which the service could be improved. RESULTS Noncompleters of MyChristie-MyHealth were older (median age 72 v 66 years, P = .005), receiving treatment with curative rather than palliative intent (odds ratio [OR], 1.45; P = .045), and less likely to be enrolled on a clinical trial (OR, 0.531; P = .011). They were less likely to own a smartphone (33% v 97%) or have reliable Internet access (45% v 100%). Satisfaction with MyChristie-MyHealth was high in both groups: 93% (n = 29) of completers and 87% (n = 26) noncompleters felt generally happy to complete. Completers of MyChristie-MyHealth wanted their results to be acknowledged by their clinicians. Clinicians wanted results to be displayed in a more user-friendly way. CONCLUSION We have broadly characterized noncompleters of the Christie ePROM to identify those in need of extra support or encouragement in the clinic. An action plan resulting from this review has been compiled and will inform the future development of MyChristie-MyHealth.
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Affiliation(s)
- Lee A Shipman
- Alder Hey Children's Hospital, Liverpool, United Kingdom
| | - James Price
- The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
| | | | - Neil Bayman
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Fiona Blackhall
- The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
| | - Raffaele Califano
- The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
| | - Clara Chan
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Joanna Coote
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Marie Eaton
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | | | - Fabio Gomes
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Margaret Harris
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Emma Halkyard
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Colin Lindsay
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Hilary Neal
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Delyth McEntee
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Hamid Sheikh
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Yvonne Summers
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Paul Taylor
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - David Woolf
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Janelle Yorke
- The Christie NHS Foundation Trust, Manchester, United Kingdom
- Christie Patient-Centred Research, Division of Nursing, Midwifery & Social Work, The University of Manchester, Manchester, United Kingdom
| | - Corinne Faivre-Finn
- The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
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Unni E, Coles T, Lavallee DC, Freel J, Roberts N, Absolom K. Patient adherence to patient-reported outcome measure (PROM) completion in clinical care: current understanding and future recommendations. Qual Life Res 2024; 33:281-290. [PMID: 37695476 PMCID: PMC10784330 DOI: 10.1007/s11136-023-03505-y] [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] [Accepted: 08/11/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Patient-reported outcome measures (PROMs) are increasingly being used as an assessment and monitoring tool in clinical practice. However, patient adherence to PROMs completions are typically not well documented or explained in published studies and reports. Through a collaboration between the International Society for Quality-of-Life Research (ISOQOL) Patient Engagement and QOL in Clinical Practice Special Interest Groups (SIGs) case studies were collated as a platform to explore how adherence can be evaluated and understood. Case studies were drawn from across a range of clinically and methodologically diverse PROMs activities. RESULTS The case studies identified that the influences on PROMs adherence vary. Key drivers include PROMs administeration methods within a service and wider system, patient capacity to engage and clinician engagement with PROMs information. It was identified that it is important to evaluate PROMs integration and adherence from multiple perspectives. CONCLUSION PROM completion rates are an important indicator of patient adherence. Future research prioritizing an understanding of PROMs completion rates by patients is needed.
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Affiliation(s)
| | | | | | - Jennifer Freel
- University of Pittsburgh Medical Centre, Pittsburg, PA, USA
| | - Natasha Roberts
- The University of Queensland Centre for Clinical Research, Herston, QLD, Australia.
- STARS Education and Research Alliance, Surgical Treatment and Rehabilitation Service (STARS), The University of Queensland and Metro North Health, Herston, QLD, Australia.
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Minteer SA, Cheville A, Tesch N, Griffin JM, Austin JD, Mitchell S, Leppin AL, Ridgeway JL. Implementing cancer symptom management interventions utilizing patient-reported outcomes: a pre-implementation evaluation of barriers and facilitators. Support Care Cancer 2023; 31:697. [PMID: 37962699 PMCID: PMC10645625 DOI: 10.1007/s00520-023-08114-6] [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: 06/14/2023] [Accepted: 10/10/2023] [Indexed: 11/15/2023]
Abstract
PURPOSE Symptoms can negatively impact quality of life for patients with a history of cancer. Digital, electronic health record (EHR)-integrated approaches to routine symptom monitoring accompanied by evidence-based interventions for symptom management have been explored as a scalable way to improve symptom management, particularly between clinic visits. However, little research has evaluated barriers and facilitators to implementing these approaches in real-world settings, particularly during the pre-implementation phase. Pre-implementation assessment is critical for informing the selection and sequencing of implementation strategies and intervention adaptation. Thus, this study sought to understand pre-implementation perceptions of a remote cancer symptom monitoring and management intervention that uses electronic patient-reported outcome measures for symptom assessment. METHODS We interviewed 20 clinical and administrative stakeholders from 4 geographic regions within an academic medical center and its affiliated health system during the months prior to initiation of a stepped-wedge, cluster randomized pragmatic trial. Transcripts were coded using the Consolidated Framework for Implementation Research [CFIR] 2.0. Two study team members reviewed coded transcripts to understand how determinants were relevant in the pre-implementation phase of the trial and prepared analytic memos to identify themes. RESULTS Findings are summarized in four themes: (1) ability of the intervention to meet patient needs [recipient characteristics], (2) designing with care team needs in mind [innovation design and adaptability], (3) fit of the intervention with existing practice workflows [compatibility], and (4) engaging care teams early [engaging deliverers]. CONCLUSION Attention to these aspects when planning intervention protocols can promote intervention compatibility with patients, providers, and practices thereby increasing implementation success.
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Affiliation(s)
- Sarah A Minteer
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA.
| | - Andrea Cheville
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - Nathan Tesch
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
| | - Joan M Griffin
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA
| | - Jessica D Austin
- Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Sandra Mitchell
- Healthcare Delivery Research Program, National Cancer Institute, Bethesda, MD, USA
| | - Aaron L Leppin
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA
| | - Jennifer L Ridgeway
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA
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4
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Consolo L, Colombo S, Basile I, Rusconi D, Campa T, Caraceni A, Lusignani M. Barriers and facilitators of electronic patient-reported outcome measures (e-PROMs) for patients in home palliative cancer care: a qualitative study of healthcare professionals' perceptions. BMC Palliat Care 2023; 22:111. [PMID: 37542264 PMCID: PMC10401773 DOI: 10.1186/s12904-023-01234-0] [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: 03/27/2023] [Accepted: 07/26/2023] [Indexed: 08/06/2023] Open
Abstract
BACKGROUND Patient-reported outcomes in palliative care enable early monitoring and management of symptoms that most impact patients' daily lives; however, there are several barriers to adopting electronic Patient-reported Outcome Measures (e-PROMs) in daily practice. This study explored the experiences of health care professionals (HCPs) regarding potential barriers and facilitators in implementing e-PROMs in palliative cancer care at home. METHODS This was a qualitative descriptive study. The data were collected from two focus groups structured according to the conceptual framework of Grol. HCPs involved in home palliative cancer care of Fondazione IRCCS Istituto Nazionale dei Tumori of Milan were enrolled. Data were analyzed using a reflexive thematic analysis. RESULTS A total of 245 codes were generated, 171 for the first focus group and 74 for the second focus group. The results were subdivided into subthemes according to Grol's themes: Innovation, Individual professional, Patient, Social context, Organizational context, except Economic Political context. Nine HCPs attended the first focus group, and ten attended the second. According to these participants, e-PROMs could be integrated into clinical practice after adequate training and support of HCPs at all stages of implementation. They identified barriers, especially in the social and organizational contexts, due to the uniqueness of the oncological end-of-life setting and the intangible care interventions, as well as many facilitators for the innovation that these tools bring and for improved communication with the patient and the healthcare team. CONCLUSIONS e-PROMs are perceived by HCPs as adding value to patient care and their work; however, barriers remain especially related to the fragility of these patients, the adequacy of technological systems, lack of education, and the risk of low humanization of care.
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Affiliation(s)
- Letteria Consolo
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy.
- Bachelor School of Nursing, IRCCS, National Cancer Institute, Milan, Italy.
| | - Stella Colombo
- Intensive Care Unit, IRCCS, National Cancer Institute, Milan, Italy
| | - Ilaria Basile
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, IRCCS, National Cancer Institute, Milan, Italy
| | - Daniele Rusconi
- Urology Unit, IRCCS, National Cancer Institute, Milan, Italy
| | - Tiziana Campa
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, IRCCS, National Cancer Institute, Milan, Italy
| | - Augusto Caraceni
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, IRCCS, National Cancer Institute, Milan, Italy
- University of Milan, Milan, Italy
| | - Maura Lusignani
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
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Laitio AM, Giunti G, Halonen R. Perceived Barriers and Facilitators in Using Patient-Reported Outcome Systems for Cancer Care: Systematic Mapping Study. JMIR Cancer 2023; 9:e40875. [PMID: 37379076 PMCID: PMC10365581 DOI: 10.2196/40875] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 12/04/2022] [Accepted: 05/12/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Cancer is a major global health problem. Patient-reported outcome (PRO) systems have been developed to support the treatment of patients with cancer. Although clear evidence of the benefits of the routine use of electronic patient-reported outcomes (ePROs) exists, engaging physicians in using these systems has been challenging. OBJECTIVE This study aims to identify and analyze what is currently known about health care professionals' (HCPs) perceived barriers and facilitators that exist and influence the use of ePRO systems for cancer care. METHODS We carried out a systematic mapping study by conducting searches of 3 databases (Association for Computing Machinery, PubMed, and Scopus). Eligible papers were published between 2010 and 2021, and they described HCPs' perspectives on using ePROs. The data on the included papers were extracted, a thematic meta-synthesis was performed, and 7 themes were summarized into 3 categories. RESULTS A total of 17 papers were included in the study. The HCPs' perceived barriers and facilitators of using ePROs can be summarized into 7 themes: clinical workflow, organization and infrastructure, value to patients, value to HCPs, digital health literacy, usability, and data visualization and perceived features. These themes can be further summarized into 3 categories: work environment, value to users, and suggested features. According to the study, ePROs should be interoperable with hospital electronic health records and adapted to the hospital workflow. HCPs should get appropriate support for their use. Additional features are needed for ePROs, and special attention should be paid to data visualization. Patients should have the option to use web-based ePROs at home and complete it at the time most valuable to the treatment. Patients' ePRO notes need attention during clinical visits, but ePRO use should not limit patient-clinician face-to-face communication. CONCLUSIONS The study revealed that several aspects need improvement in ePROs and their operating environments. By improving these aspects, HCPs' experience with ePROs will enhance, and thus, there will be more facilitating factors for HCPs to use ePROs than those available today. More national and international knowledge about using ePROs is still needed to cover the need for information to develop them and their operating environments to meet the needs of HCPs.
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Affiliation(s)
- Anna-Mari Laitio
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Guido Giunti
- Faculty of Medicine, University of Oulu, Oulu, Finland
- School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Raija Halonen
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
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Roberts NA, Young AM, Duff J. Using Implementation Science in Nursing Research. Semin Oncol Nurs 2023; 39:151399. [PMID: 36894448 DOI: 10.1016/j.soncn.2023.151399] [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: 01/25/2023] [Accepted: 01/26/2023] [Indexed: 03/09/2023]
Abstract
OBJECTIVES Clinical research continues to build knowledge that can potentially improve clinical and health service outcomes; however, integrating evidence into routine care is challenging, resulting in a knowledge practice gap. The field of implementation science is a resource available for nurses to translate evidence into their practice. This article aims to provide nurses with an overview of implementation science, illustrate its value integrating evidence into practice, and show how it can be applied with high rigor in nursing research practice. DATA SOURCES A narrative synthesis of the implementation science literature was conducted. A series of case studies were purposively selected to demonstrate the application of commonly used implementation theories, models, and frameworks across health care settings relevant to nursing. These case studies demonstrate how the theoretical framework was applied and how the outcomes of the work reduced the knowledge practice gap. CONCLUSION Implementation science theoretical approaches have been used by nurses and multidisciplinary teams to better understand the gap between knowledge and practice for better informed implementation. These can be used to understand the processes involved, identify the determinants at play, and undertake an effective evaluation. IMPLICATIONS FOR NURSING PRACTICE By using implementation science research practice, nurses can also build a strong foundation of evidence about nursing clinical practice. As an approach, implementation science is practical and can optimize the valuable nursing resource.
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Affiliation(s)
- Natasha A Roberts
- University of Queensland, Metro North Health, Herston, QLD, Australia; University of Queensland, Brisbane, QLD, Australia; Queensland University of Technology, Brisbane, QLD, Australia.
| | - Adrienne M Young
- University of Queensland, Metro North Health, Herston, QLD, Australia; University of Queensland, Brisbane, QLD, Australia
| | - Jed Duff
- University of Queensland, Metro North Health, Herston, QLD, Australia; Queensland University of Technology, Brisbane, QLD, Australia
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Amplifying the Patient Voice: A Survey of Practitioners' Use of Patient-reported Outcome Measures Across Radiotherapy Providers in England. Clin Oncol (R Coll Radiol) 2023; 35:199-208. [PMID: 36443139 DOI: 10.1016/j.clon.2022.11.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/22/2022] [Accepted: 11/04/2022] [Indexed: 11/28/2022]
Abstract
AIMS The NHS England Radiotherapy Service Specification calls for routine use of patient-reported outcome measures (PROMs). However, barriers exist at patient, healthcare professional and service levels. The aim of the present study was to determine the current use of PROMs within radiotherapy services in England. The current attitudes, barriers and enablers to the implementation of PROMs in radiotherapy practice were evaluated and practical recommendations to inform future implementation were developed. MATERIALS AND METHODS A mixed-methods approach was adopted to obtain quantitative and qualitative data. An online questionnaire was developed and disseminated to all radiotherapy operational delivery network managers across England. The questionnaire consisted of 12 open and closed questions relating to PROMs use, with the option to provide free-text responses. Inductive thematic analysis was conducted on free-text comments, whereas descriptive statistics were used to analyse quantitative data. RESULTS In total, 182 responses were received from 40 of the 50 radiotherapy providers, resulting in a response rate of 84%. The current use of PROMs was analysed, including rationale for use, tools used, format of PROMs collection and timing within the radiotherapy pathway. Most respondents indicated that PROMs were used in the context of clinical trials only. Through thematic analysis, four identical key themes were identified relating to both barriers and enablers to PROMs use; these included IT infrastructure, time, human/financial resources and training/education. A fifth theme, standardisation, was identified as a key enabler to PROMs use. CONCLUSIONS Our findings show that outside of clinical trials, PROMs are not routinely used in radiotherapy services due to barriers identified at professional and service levels. Here we provide recommendations to mitigate the barriers identified and implement PROMs in radiotherapy, including training for healthcare professionals and standardisation of PROMs tools and storage. This study provides a key first step in driving PROMs implementation within radiotherapy services across England.
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Lombi L, Alfieri S, Brunelli C. 'Why should I fill out this questionnaire?' A qualitative study of cancer patients' perspectives on the integration of e-PROMs in routine clinical care. Eur J Oncol Nurs 2023; 63:102283. [PMID: 36893578 DOI: 10.1016/j.ejon.2023.102283] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 01/30/2023] [Accepted: 02/09/2023] [Indexed: 02/15/2023]
Abstract
PURPOSE There is increasing interest in integrating electronic patient-reported outcomes (e-PROs) into clinical routines in cancer settings. However, little is known about patients' experiences with and perceptions of e-PRO measures (e-PROMs). This study examines patients' experiences with e-PROMS, particularly their perspectives about its usefulness and its implications for the clinical encounter with their doctors. METHOD A total of 19 individual in-person interviews with cancer patients at a Comprehensive Cancer Center in northern Italy conducted in 2021 inform this study. RESULTS The findings suggested that, overall, patients had positive attitudes towards data collection using e-PROMs. On the one hand, most patients found the integration of e-PROMs into routine clinical practice as beneficial in treating patients with cancer. The main benefits of e-PROMs according to this group of patients were that: they promoted patient-centred care; could be used to tailor and improve the quality of care through a holistic approach; supported early detection of problematic symptoms; increased patient self-awareness; and contributed to clinical research. On the other hand, many patients did not fully understand the purpose of e-PROMs and some patients were also sceptical about their usefulness in routine clinical practice. CONCLUSIONS These findings have several practical implications for ensuring the successful implementation of e-PROMs in routine clinical practice. These include the following preconditions: patients are informed about the purposes of data collection; physicians provide feedback to patients about the e-PROMs' results; and that hospital administrators allocate sufficient time for clinical interactions to integrate e-PROMs into routine clinical practice.
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Affiliation(s)
- Linda Lombi
- Department of Sociology, Università Cattolica del Sacro Cuore, Italy.
| | - Sara Alfieri
- Clinical psychology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Cinzia Brunelli
- Palliative Care, Pain Therapy and Rehabilitation Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
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9
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Sipma WS, de Jong MFC, Meuleman Y, Hemmelder MH, Ahaus KCTB. Facing the challenges of PROM implementation in Dutch dialysis care: Patients' and professionals' perspectives. PLoS One 2023; 18:e0285822. [PMID: 37186606 PMCID: PMC10184911 DOI: 10.1371/journal.pone.0285822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 05/02/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND Patient Reported Outcome Measures (PROMs) are increasingly used in routine clinical practice to facilitate patients in sharing and discussing health-related topics with their clinician. This study focuses on the implementation experiences of healthcare professionals and patients during the early implementation phase of the newly developed Dutch set of dialysis PROMs and aims to understand the process of early implementation of PROMs from the users' perspectives. METHODS This is a qualitative study among healthcare professionals (physicians and nursing staff: n = 13) and patients (n = 14) of which 12 were receiving haemodialysis and 2 peritoneal dialysis. Semi-structured interviews were used to understand the barriers and facilitators that both professionals and patients encounter when starting to implement PROMs. RESULTS The early PROM implementation process is influenced by a variety of factors that we divided into barriers and facilitators. We identified four barriers: patient´s indifference to PROMs, scepticism on the benefits of aggregated PROM data, the limited treatment options open to doctors and organizational issues such as mergers, organizational problems and renovations. We also describe four facilitators: professional involvement and patient support, a growing understanding of the use of PROMs during the implementation, quick gains from using PROMs such as receiving instant feedback and a clear ambition on patient care such as a shared view on patient involvement and management support. CONCLUSIONS In this qualitative study carried out during the early implementation phase of the Dutch dialysis PROM set, we found that patients did not yet consider the PROM set to be a useful additional tool to share information with their doctor. This was despite the professionals' primary reason for using PROMs being to improve patient-doctor communication. Furthermore, the perceived lack of intervention options was frustrating for some of the professionals. We found that nurses could be important enablers of further implementation because of their intensive relationship with dialysis patients.
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Affiliation(s)
- Wim S Sipma
- Department of Health Services Management & Organisation, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Margriet F C de Jong
- Department of Nephrology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Yvette Meuleman
- Department of Clinical Epidemiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Marc H Hemmelder
- Department of Internal Medicine, Division of Nephrology, Maastricht University Medical Centre, Maastricht, The Netherlands
- CARIM school for cardiovascular research, University of Maastricht, Maastricht, The Netherlands
| | - Kees C T B Ahaus
- Department of Health Services Management & Organisation, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
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10
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Bamgboje-Ayodele A, Avery S, Pearson J, Mak M, Smith K, Rincones O, Vinod S, Bray V, Ducinoska I, McCarthy K, Williamson K, Delaney GP, Girgis A. Adapting an integrated care pathway for implementing electronic patient reported outcomes assessment in routine oncology care: Lessons learned from a case study. J Eval Clin Pract 2022; 28:1072-1083. [PMID: 35470525 DOI: 10.1111/jep.13688] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 03/21/2022] [Accepted: 03/23/2022] [Indexed: 12/16/2022]
Abstract
RATIONALE, AIMS AND OBJECTIVE Details of the development and implementation of integrated care pathways (ICPs) in the context of electronic collection of patient reported outcomes (ePROs) for cancer patients are largely lacking in the literature. This study describes what, why and how decisions were made to adapt and implement an ePROs ICP for patients with lung cancer. METHODS A consensus process was utilized, with the implementation advisory group including multidisciplinary representation from three participating hospitals, to identify local champions and adapt and incorporate the ePRO ICP into the local contexts. Engagement meetings were documented via meeting transcripts, and detailed notes from October 2019 to November 2020 were content-analysed to identify decision-making themes based on the Consolidated Framework for Implementation Research; workflows and process maps were reviewed and modified to integrate ePROs. RESULTS In total, 55 engagement activities were held (24 meetings, 20 workshops 11 educational sessions), with n = 96 staff from multiple disciplines participating in the ePROs implementation through advisory meetings, process mapping, change management and staff education. Decisions were made regarding eligible patient cohorts to include, the process for onboarding patients onto the ePRO system, and follow-up and referral pathways. Rationales for decisions included alignment with existing workflows, utilizing available staff, minimizing staff and patient burden and maximizing patient engagement. CONCLUSION Existing resources, staff input and technical and logistical reasons often guided the ICP decisions, highlighting the need for in-depth engagement across all stakeholders for optimal implementation of ePRO ICPs. The ePRO implementation required substantial dialogue and systematic resolution to reach agreement on the final processes. Adapting the local ICP through rigorous engagement facilitated the successful implementation of ePROs as business-as-usual at all three cancer centres. Involving all relevant stakeholders is critical to the successful adaptation of ICPs before their introduction into routine care.
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Affiliation(s)
- Adeola Bamgboje-Ayodele
- UNSW Medicine & Health, University of New South Wales (UNSW Sydney), Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia
| | - Sandra Avery
- Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia.,Liverpool Cancer Therapy Centre, Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia.,Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia.,Macarthur Cancer Therapy Centre, South Western Sydney Local Health District, Campbelltown, New South Wales, Australia.,Bankstown Cancer Therapy Centre, South Western Sydney Local Health District, Bankstown, New South Wales, Australia
| | - Joanne Pearson
- Liverpool Cancer Therapy Centre, Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia.,Macarthur Cancer Therapy Centre, South Western Sydney Local Health District, Campbelltown, New South Wales, Australia.,Bankstown Cancer Therapy Centre, South Western Sydney Local Health District, Bankstown, New South Wales, Australia
| | - May Mak
- Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia
| | - Kylie Smith
- Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia.,Liverpool Cancer Therapy Centre, Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia.,Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia.,Macarthur Cancer Therapy Centre, South Western Sydney Local Health District, Campbelltown, New South Wales, Australia.,Bankstown Cancer Therapy Centre, South Western Sydney Local Health District, Bankstown, New South Wales, Australia
| | - Orlando Rincones
- Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia
| | - Shalini Vinod
- UNSW Medicine & Health, University of New South Wales (UNSW Sydney), Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia.,Liverpool Cancer Therapy Centre, Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia
| | - Victoria Bray
- UNSW Medicine & Health, University of New South Wales (UNSW Sydney), Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia.,Liverpool Cancer Therapy Centre, Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia
| | - Ivana Ducinoska
- Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia
| | - Karina McCarthy
- Cancer Institute New South Wales (CINSW), St Leonards, New South Wales, Australia
| | - Kimberley Williamson
- Cancer Institute New South Wales (CINSW), St Leonards, New South Wales, Australia
| | - Geoff P Delaney
- UNSW Medicine & Health, University of New South Wales (UNSW Sydney), Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia.,Liverpool Cancer Therapy Centre, Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia.,Liverpool Hospital, South Western Sydney Local Health District, Liverpool, New South Wales, Australia
| | | | - Afaf Girgis
- UNSW Medicine & Health, University of New South Wales (UNSW Sydney), Sydney, New South Wales, Australia.,Ingham Institute for Applied Medical Research, Liverpool, New South Wales, Australia
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11
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Brunelli C, Zito E, Alfieri S, Borreani C, Roli A, Caraceni A, Apolone G. Knowledge, use and attitudes of healthcare professionals towards patient-reported outcome measures (PROMs) at a comprehensive cancer center. BMC Cancer 2022; 22:161. [PMID: 35144569 PMCID: PMC8832637 DOI: 10.1186/s12885-022-09269-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 01/27/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Despite evidence of the positive impact of routine assessment of patient-reported outcome measures (PROMs), their systematic collection is not widely implemented in cancer care. AIM To assess the knowledge, use and attitudes of healthcare professionals (HCPs) towards PROMs and electronically collected PROMs (ePROMs) in clinical practice and research and to explore respondent-related factors associated with the above dimensions. METHOD An ad hoc developed online survey was administered to all HCPs employed in clinical activity in an Italian comprehensive cancer center. The survey investigated which PROMs were known and used, as well as HCPs' opinions on the advantages and drawbacks of routine PROM assessment, including electronic assessment (ePROM). Linear and logistic regression models were used for association analyses. RESULTS Five Hundred Eleven of nine hundred ninety-two invited HCPs (52%) provided analyzable responses. 68% were women, 46% were nurses and 42% physicians, and 52.5% had > 20 years seniority. The average number of PROMs known was six among 17 proposed. All proved to be under-used (< 28%) except unidimensional and multidimensional pain scales (77 and 36%). Respondents expressed an overall positive attitude towards PROMs, with strengths outweighing weaknesses (mean overall scores 3.6 and 2.9, respectively, on a 1-5 scale). 67% of respondents preferred electronic collection over paper and pencil. Profession was associated with knowledge and use (physicians reported knowing more PROMs than other professionals) and with a preference for electronic collection (nurses were less likely to prefer the electronic format than physicians). Senior HCPs were slightly more critical about both PROMs and electronic administration. CONCLUSIONS This survey indicates an acceptable level of knowledge of common PROM tools but low usage in practice. Based on the generally positive attitude of HCPs, routine implementation of ePROMs can be promoted as long as adequate resources and training are provided. TRIAL REGISTRATION Not registered.
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Affiliation(s)
- Cinzia Brunelli
- Palliative Care, Pain Therapy and Rehabilitation Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Emanuela Zito
- Information and Communication Technology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Alfieri
- Clinical Psychology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, 20133, Milan, Italy.
| | - Claudia Borreani
- Clinical Psychology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, 20133, Milan, Italy
| | - Anna Roli
- Quality, Education and Data Protection Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Augusto Caraceni
- Palliative Care, Pain Therapy and Rehabilitation Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giovanni Apolone
- Scientific Directorate, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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12
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Mazariego C, Jefford M, Chan RJ, Roberts N, Millar L, Anazodo A, Hayes S, Brown B, Saunders C, Webber K, Vardy J, Girgis A, Koczwara B. Priority recommendations for the implementation of patient-reported outcomes in clinical cancer care: a Delphi study. J Cancer Surviv 2022; 16:33-43. [PMID: 35107792 PMCID: PMC8881271 DOI: 10.1007/s11764-021-01135-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 11/06/2021] [Indexed: 12/13/2022]
Abstract
Purpose The aim of this study was to develop priority recommendations for the service level implementation of patient-reported outcomes (PROs) into clinical cancer care. Methods Development of draft guidance statements was informed by a literature review, the Knowledge to Action (KTA) implementation framework, and discussion with PRO experts and cancer survivors. A two-round modified Delphi survey with key stakeholders including cancer survivors, clinical and research experts, and Information Technology specialists was undertaken. Round 1 rated the importance of the statements and round 2 ranked statements in order of priority. Results Round 1 was completed by 70 participants with round 2 completed by 45 participants. Forty-seven statements were rated in round 2. In round 1, the highest agreement items (>90% agreement) included those that focused on the formation of strong stakeholder partnerships, ensuring ongoing communication within these partnerships, and the use of PROs for improvement and guidance in clinical care. Items ranked as the highest priorities in round 2 included assessment of current staff capabilities and service requirements, mapping of workflows and processes to enable collection, and using collected PROs to guide improved health outcomes. Conclusions This stakeholder consultation process has identified key priorities in PRO implementation into clinical cancer care that include clinical relevance, stakeholder engagement, communication, and integration within the existing processes and capabilities. Implication for Cancer Survivors Routine adoption of PRO collection by clinical cancer services requires multiple implementation steps; of highest priority is strong engagement and communication with key stakeholders including cancer survivors. Supplementary Information The online version contains supplementary material available at 10.1007/s11764-021-01135-2.
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Affiliation(s)
- C Mazariego
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, 153 Dowling street, Woolloomooloo, NSW, 2011, Australia.
| | - M Jefford
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - R J Chan
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - N Roberts
- Metro North Health Service, Herston, QLD, Australia.,University of Queensland Centre for Clinical Research, Herston, QLD, Australia
| | - L Millar
- Medical School, University of Western Australia, Perth, WA, Australia
| | - A Anazodo
- School of Women's and Children's Health, University of New South Wales, Randwick, Sydney, Australia.,Kids Cancer Centre, Sydney, Sydney Children's Hospital, Randwick, Sydney, Australia.,Nelune Comprehensive Cancer Centre, Prince of Wales Hospital, Sydney, Australia
| | - S Hayes
- Consumer representative, Patients First: The Continuous Improvement in Care-Cancer Project, Perth, Australia
| | - B Brown
- Wellbeing and Preventable Chronic Diseases Division, Menzies School of Health Research, Charles Darwin University, Brisbane, Australia
| | - C Saunders
- Medical School, University of Western Australia, Perth, WA, Australia
| | - K Webber
- School of Medical Sciences, Monash University, Clayton, Vic, Australia.,Oncology Department, Monash Health, Clayton, Vic, Australia
| | - J Vardy
- Sydney Medical School, University of Sydney, Camperdown, Australia.,Concord Cancer Centre, Concord Hospital, Concord, NSW, Australia
| | - A Girgis
- Ingham Institute for Applied Medical Research, South Western Sydney Clinical School, University of New South Wales, Liverpool, New South Wales, Australia
| | - B Koczwara
- Department of Clinical Oncology, Flinders Medical Centre, Adelaide, SA, Australia.,Flinders Health and Medical Research Institute, Flinders University, Adelaide, SA, Australia
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13
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Long C, Beres LK, Wu AW, Giladi AM. Patient-level barriers and facilitators to completion of patient-reported outcomes measures. Qual Life Res 2021; 31:1711-1718. [PMID: 34533759 DOI: 10.1007/s11136-021-02999-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE To identify patient-level barriers and facilitators to completion of patient-reported outcomes measures (PROMs) in a hand and upper extremity clinic in Baltimore, Maryland. METHODS We conducted 12 h of direct observation of PROM completion (October-November, 2020). Ethnographic observation memos were qualitatively analyzed for barriers and facilitators using rapid thematic analysis. Informed by observation findings, we conducted 17 semi-structured interviews with mixed-literacy patients, caregivers, and clinic staff to understand the patient experience when completing PROMs (November 2020-March 2021). We identified initial themes through inductive and deductive framework analysis and validated findings through subsequent interviews with member-checking. RESULTS We identified nine patient-level factors that influence PROM completion: platform design, print literacy, health literacy, technology literacy, language proficiency, physical functioning, vision, cognitive functioning, and time. CONCLUSIONS There are multiple distinct patient-level factors that affect PROM completion. Failure to consider these factors in PROM design and implementation may lower completion rates or prevent accurate completion, undermining PROM validity. Because certain factors affect minority populations at disproportionate rates, this may also contribute to existing health disparities.
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Affiliation(s)
- Chao Long
- The Curtis National Hand Center, MedStar Union Memorial Hospital, Baltimore, MD, USA.,Department of Plastic and Reconstructive Surgery, Johns Hopkins Hospital, Baltimore, MD, USA.,Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Laura K Beres
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Albert W Wu
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Aviram M Giladi
- The Curtis National Hand Center, MedStar Union Memorial Hospital, Baltimore, MD, USA.
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14
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Alexander KE, Ogle T, Hoberg H, Linley L, Bradford N. Patient preferences for using technology in communication about symptoms post hospital discharge. BMC Health Serv Res 2021; 21:141. [PMID: 33588829 PMCID: PMC7882859 DOI: 10.1186/s12913-021-06119-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 01/25/2021] [Indexed: 12/21/2022] Open
Abstract
Background Technology is increasingly transforming the way we interact with others and undertake activities in our daily lives. The healthcare setting has, however, not yet realised the potential of technology solutions to facilitate communication between patients and healthcare providers. While the procedural and policy requirements of healthcare systems will ultimately drive such solutions, understanding the preferences and attitudes of patients is essential to ensure that technology implemented in the healthcare setting facilitates communication in safe, acceptable, and appropriate ways. Therefore, the purpose of this study was to examine patient preferences for using technology to communicate with health service providers about symptoms experienced following discharge from the hospital. Methods Primary data were collected from patients admitted to a large metropolitan hospital in Australia during three consecutive months in 2018. Participants were asked about their daily use of technology including use of computers, email, phone, text messaging, mobile applications, social media, online discussion forums, and videoconference. They were then asked about their use of technologies in managing their health, and preferences for use when communicating about symptoms with health service providers following discharge from hospital. Results Five hundred and twenty-five patients with a wide range of differing clinical conditions and demographics participated. Patients indicated they used a range of technologies in their everyday lives and to manage their health. Almost 60% of patients would prefer to return to hospital if they were experiencing symptoms of concern. However, if patients experienced symptoms that were not of concern, over 60% would prefer to communicate with the hospital via telephone or using technology. Admitting condition, income, and age were significantly associated with preferences for communication about symptoms following hospital discharge. Conclusions Patients have varied preferences for communicating with their health service providers post-hospital discharge. Findings suggest that some, but not all patients, would prefer to use technology to traditional methods of communicating with the healthcare team. Health services should offer patients multiple options for communicating about their recovery to ensure individual needs are appropriately met. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-06119-7.
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Affiliation(s)
- Kim E Alexander
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia. .,St Vincent's Private Hospital Northside, Brisbane, Australia.
| | - Theodora Ogle
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia
| | - Hana Hoberg
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia
| | - Libbie Linley
- St Vincent's Private Hospital Northside, Brisbane, Australia
| | - Natalie Bradford
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia
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15
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Koczwara B, Bonnamy J, Briggs P, Brown B, Butow PN, Chan RJ, Cohn RJ, Girgis A, Jefford M, Jl Joske D, Licqurish S, Mackay G, Saunders CM, Webber K. Patient-reported outcomes and personalised cancer care. Med J Aust 2020; 214:406-408.e1. [PMID: 34046907 DOI: 10.5694/mja2.50893] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
| | - Bogda Koczwara
- Flinders Medical Centre, Adelaide, SA.,Flinders University, Adelaide, SA
| | | | | | - Bena Brown
- Menzies School of Health Research, Brisbane, QLD
| | - Phyllis N Butow
- Centre for Medical Psychology and Evidence-based Decision Making, University of Sydney, Sydney, NSW
| | - Raymond J Chan
- Queensland University of Technology, Brisbane, QLD.,Princess Alexandra Hospital, Brisbane, QLD
| | - Richard J Cohn
- Long Term Follow-up Program, Sydney Children's Hospital Randwick, Sydney, NSW.,UNSW Sydney, Sydney, NSW
| | - Afaf Girgis
- Ingham Institute for Applied Medical Research, University of New South Wales, Sydney, NSW
| | | | - David Jl Joske
- Sir Charles Gairdner Hospital, Perth, WA.,University of Western Australia, Perth, WA
| | | | | | | | - Kate Webber
- Monash University, Melbourne, VIC.,Monash Health, Melbourne, VIC
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16
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González Cervantes JJ, Mascarós Martínez JM, Arana E. Administration of iodinated contrast: What is the risk in cancer patients? Eur J Cancer Care (Engl) 2020; 30:e13351. [PMID: 33135211 DOI: 10.1111/ecc.13351] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 06/20/2020] [Accepted: 09/10/2020] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Despite the association between intravenous contrast and kidney injury, few studies exist in oncology. Our objective was to estimate kidney outcomes following iodinated contrast-enhanced computed tomography (CECT) in cancer patients, and to evaluate whether self-assessment questionnaires can identify kidney injury risk factors. METHODS This prospective observational study included 289 patients who underwent a CECT scan between March and May 2017 in a hospital setting. All patients completed the modified European Society of Urogenital Radiology (ESUR) questionnaire and had an estimated glomerular filtration rate (eGFR) >30 ml/min/1.73 m2 on the day of the examination. Outcomes were followed for 4 months. Univariate and logistic regression analyses were carried out. RESULTS In the logistic regression analysis, the only variables statistically associated with deterioration in the eGFR were age, (odds ratio (OR) = 1.091, p = 0.003), female sex, (OR 0.22, p = 0.020) and arterial hypertension (AH), (OR = 3.57, p = 0.019). Regarding exitus, only the group with a worse eGFR was close to predictive statistical significance (OR = 2.48, p = 0.09). CONCLUSIONS The administration of iodinated contrast in cancer patients was not associated with an increase in kidney outcomes. Risk factors in these patients were age, sex and AH.
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Affiliation(s)
- Jose Javier González Cervantes
- Escuela de Doctorado, Universidad Católica de Valencia San Vicente Mártir, Valencia, España.,Servicio de Radiología, Instituto Valenciano de Oncología. (FIVO), Valencia, España
| | | | - Estanislao Arana
- Servicio de Radiología, Instituto Valenciano de Oncología. (FIVO), Valencia, España
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