Evidence mapPaperPMID 38306176Full record

ArticleJMIR formative research2024

Support for Chronic Pain Management for Breast Cancer Survivors Through Novel Digital Health Ecosystems: Pilot Usability Study of the PainRELife Mobile App.

Marianna Masiero, Chiara Filipponi, Elisa Fragale, Silvia Francesca Maria Pizzoli, Elisabetta Munzone, Alessandra Milani, Luca Guido, Vittorio Guardamagna, Sara Marceglia, Roberto Prandin and 16 more

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 17 citations in OpenAlex.

  1. Review
  2. A bibliometric analysis of mobile health in breast cancer care: trends, impact, and future directions.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Navigating the emotional landscape: exploring caregivers' journey alongside breast cancer survivors with chronic pain.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024
    Article
  7. Transforming Chronic Pain Care Through Telemedicine: An Italian Perspective.International journal of environmental research and public health · 2024
    Article
  8. Article
  9. Article
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

26 authors at 7 institutions in 1 country.

Marianna MasieroDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0002-4718-5554
Chiara FilipponiDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0003-3988-1215
Elisa FragaleApplied Research Division for Cognitive and Psychological Science, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID https://orcid.org/0009-0000-7708-3252
Silvia Francesca Maria PizzoliDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0001-9378-8447
Elisabetta MunzoneDivision of Medical Senology, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID https://orcid.org/0000-0003-3371-3878
Alessandra MilaniNursing School, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID https://orcid.org/0000-0003-0403-3128
Luca GuidoDivision of Palliative Care and Pain Therapy, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID https://orcid.org/0009-0000-5918-7904
Vittorio GuardamagnaDivision of Palliative Care and Pain Therapy, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID https://orcid.org/0000-0002-3554-8151
Sara MarcegliaDipartimento di Ingegneria e Architettura, Università degli Studi di Trieste, Milan, Italy.ORCID https://orcid.org/0000-0002-0456-866X
Roberto PrandinDipartimento di Ingegneria e Architettura, Università degli Studi di Trieste, Milan, Italy.ORCID https://orcid.org/0009-0008-3558-8234
Marco PrenassiDipartimento di Ingegneria e Architettura, Università degli Studi di Trieste, Milan, Italy.ORCID https://orcid.org/0000-0003-0240-0860
Annamaria CarusoDipartimento di Ingegneria e Architettura, Università degli Studi di Trieste, Milan, Italy.ORCID https://orcid.org/0009-0000-6750-6573
Vania ManzelliNuvyta, Società a Responsabilità Limitata, Cologno Monzese, Italy.ORCID https://orcid.org/0009-0007-9852-6455
Chiara SavinoNuvyta, Società a Responsabilità Limitata, Cologno Monzese, Italy.ORCID https://orcid.org/0009-0008-8768-9061
Costanza ContiIstituto di Management Sanitario, Milano, Italy.ORCID https://orcid.org/0000-0003-1736-0363
Federica RizziIstituto di Management Sanitario, Milano, Italy.ORCID https://orcid.org/0000-0002-4606-6553
Alice CasalinoIstituto di Management Sanitario, Milano, Italy.ORCID https://orcid.org/0000-0001-5097-8507
Giulia CandianiAgenzia di comunicazione scientifica Zadig, Società a Responsabilità Limitata, Società benefit, Milan, Italy.ORCID https://orcid.org/0000-0003-4957-3195
Francesca MeminiAgenzia di comunicazione scientifica Zadig, Società a Responsabilità Limitata, Società benefit, Milan, Italy.ORCID https://orcid.org/0009-0008-7620-8699
Luca ChiveriDipartimento di Scienze Neuroriabilitative, Casa di Cura del Policlinico, Milan, Italy.ORCID https://orcid.org/0000-0002-9142-0726
Andrea Luigi VitaliDipartimento di Scienze Neuroriabilitative, Casa di Cura del Policlinico, Milan, Italy.ORCID https://orcid.org/0000-0003-3542-261X
Massimo CorboDipartimento di Scienze Neuroriabilitative, Casa di Cura del Policlinico, Milan, Italy.ORCID https://orcid.org/0000-0003-0793-9830
Roberto GrassoDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0002-9699-9626
Florence DidierApplied Research Division for Cognitive and Psychological Science, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID https://orcid.org/0000-0002-1087-0558
Roberta FerrucciDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0001-5109-9483
Gabriella PravettoniDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.ORCID https://orcid.org/0000-0002-4843-4663
University of Milan · ITIstituti di Ricovero e Cura a Carattere Scientifico · ITUniversity of Trieste · ITIstituto Superiore di Sanità · ITJanssen (Italy) · ITSogei (Italy) · ITEuropean School of Oncology · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChronic pain is one of the most common and critical long-term effects of breast cancer. Digital health technologies enhance the management of chronic pain by monitoring physical and psychological health status and supporting pain self-management and patient treatment decisions throughout the clinical pathway.

objectiveThis pilot study aims to evaluate patients' experiences, including usability, with a novel digital integrated health ecosystem for chronic pain named PainRELife. The sample included patients with breast cancer during survivorship. The PainRELife ecosystem comprises a cloud technology platform interconnected with electronic health records and patients' devices to gather integrated health care data.

methodsWe enrolled 25 patients with breast cancer (mean age 47.12 years) experiencing pain. They were instructed to use the PainRELife mobile app for 3 months consecutively. The Mobile Application Rating Scale (MARS) was used to evaluate usability. Furthermore, pain self-efficacy and participation in treatment decisions were evaluated. The study received ethical approval (R1597/21-IEO 1701) from the Ethical Committee of the European Institute of Oncology.

resultsThe MARS subscale scores were medium to high (range: 3.31-4.18), and the total app quality score was 3.90. Patients with breast cancer reported reduced pain intensity at 3 months, from a mean of 5 at T0 to a mean of 3.72 at T2 (P=.04). The total number of times the app was accessed was positively correlated with pain intensity at 3 months (P=.03). The engagement (P=.03), information (P=.04), and subjective quality (P=.007) subscales were positively correlated with shared decision-making. Furthermore, participants with a lower pain self-efficacy at T2 (mean 40.83) used the mobile app more than participants with a higher pain self-efficacy (mean 48.46; P=.057).

conclusionsThe data collected in this study highlight that digital health technologies, when developed using a patient-driven approach, might be valuable tools for increasing participation in clinical care by patients with breast cancer, permitting them to achieve a series of key clinical outcomes and improving quality of life. Digital integrated health ecosystems might be important tools for improving ongoing monitoring of physical status, psychological burden, and socioeconomic issues during the cancer survivorship trajectory. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/41216.

Indexed as

appapplicationsappsbreastcancerchronic paindecision-makingeHealthhealth ecosystemhealth ecosystemsMARSmHealthmobile healthoncologypainself-efficacysurvivorsurvivorssurvivorship

Identifiers

PMID38306176
PMCPMC10873797
OpenAlexW4387883280

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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 Socratic graph.