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ArticleSupportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer2021

A qualitative analysis and development of a conceptual model assessing financial toxicity in cancer patients accessing the universal healthcare system.

Silvia Riva, Fabio Efficace, Massimo Di Maio, Jane Bryce, Laura Del Campo, Francesco De Lorenzo, Luciano Frontini, Diana Giannarelli, Lara Gitto, Elisabetta Iannelli and 14 more

Registry-linked trialAbstract read
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In one paragraph

Article in Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03473379 (Development and Validation of a Tool for Patient-reported Assessment of Cancer-related Financial Toxicity - Italy), which is not on this map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT03473379 unknown statusnot on this map

Development and Validation of a Tool for Patient-reported Assessment of Cancer-related Financial Toxicity - Italy

TypeobservationalSponsorNational Cancer Institute, NaplesRan2018 to 2024Enrolled440ConditionsCancer
3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Towards the assessment of financial distress among cancer patients: a conceptual model of the financial effects of a tumour disease.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
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  3. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors.

Silvia RivaSt Mary's University, Twickenham, London, UK.
Fabio EfficaceFondazione GIMEMA, Health Outcomes Research Unit, Rome, Italy.
Massimo Di MaioDipartimento di Oncologia, Università di Torino, AO Ordine Mauriziano, Torino, Italy.
Jane BryceUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Laura Del CampoFederazione italiana delle Associazioni di Volontariato in Oncologia (FAVO), Rome, Italy.
Francesco De LorenzoEuropean Cancer Patient Coalition (ECPC), Brussels, Belgium.
Luciano FrontiniFederation of Italian Cooperative Oncology Groups (FICOG), Milan, Italy.
Diana GiannarelliUnità di Biostatistica, Istituto Nazionale per lo Studio e la Cura dei Tumori Regina Elena, IRCCS, Rome, Italy.
Lara GittoDipartimento di Economia, Università degli Studi di Messina, Messina, Italy.
Elisabetta IannelliFederazione italiana delle Associazioni di Volontariato in Oncologia (FAVO), Rome, Italy.
Claudio JommiCERGAS (Centre for Health and Social Care Management), SDA Bocconi School of Management, Milan, Italy.
Vincenzo MontesarchioAzienda Ospedaliera Specialistica dei Colli, Naples, Italy.
Francesca TraclòFederazione italiana delle Associazioni di Volontariato in Oncologia (FAVO), Rome, Italy.
Concetta Maria VaccaroArea Welfare e Salute, Centro Studi Investimenti Sociali (CENSIS), Rome, Italy.
Laura ArenareUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Giuliana CanzanellaUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Anna GimiglianoUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Fiorella RomanoUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Alfonso SavioUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Lucia SparavignaUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Maria Carmela PiccirilloUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy.
Lorenzo GuizzaroStatistica Medica, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy.
Ciro GalloStatistica Medica, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy.
Francesco PerroneUnità Sperimentazioni Cliniche, Istituto Nazionale per lo Studio e la Cura dei Tumori, IRCCS Fondazione Pascale, Via Mariano Semmola, 80131, Naples, Italy. f.perrone@istitutotumori.na.it.ORCID https://orcid.org/0000-0002-9738-0526

Funding

Associazione Italiana per la Ricerca sul Cancro IG 20402
6 · The paper itself

Abstract

purposeThis paper illustrates a conceptual model for a new patient-reported outcome measure (PROM) aimed at measuring financial toxicity (FT) in oncological setting in Italy, where citizens are provided universal healthcare coverage.

methodsFocus groups with overall 34 patients/caregivers in three different Italian centers (from Northern, Centre, and Southern Italy) and an open-ended survey with 97 medical oncologists were undertaken. Transcripts from focus groups and the open-ended survey were analyzed to identify themes and links between themes. Themes from the qualitative research were supplemented with those reported in the literature; concepts identified formed the basis for item development that were then tested through the importance analysis (with 45 patients) and the cognitive debriefing (with other 45 patients) to test relevance and comprehension of the first draft PRO instrument.

resultsTen domains were extracted by analyzing 156 concepts generated from focus groups and the open-ended survey. After controlling for redundancy, 55 items were generated and tested through the importance analysis. After controlling comprehension and feasibility through cognitive debriefing interviews, a first version of the questionnaire consisting of 30 items was devised.

conclusionsThis qualitative study represents the first part of a study conducted to develop a new PROM to assess FT in Italy, by using a bottom-up approach that makes the most of patients' experiences and the health system analysis.

trial registrationclinicaltrials.gov NCT03473379 first posted on March 22, 2018.

Indexed as

Patient Reported Outcome MeasuresUniversal Health CareFemaleFocus GroupsHumansMaleNeoplasmsQualitative ResearchQuality of LifeSurveys and QuestionnairesCancerConceptual modelFinancial toxicityPatient experienceQualitative research

Identifiers

What OpenQuestion holds

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Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.