Evidence map›Paper›PMID 42535758›Full record

ArticleJMIR cancer2026

An Information Tool Incorporating Real-World Outcome Data for Women With Metastatic Breast Cancer Eligible for Treatment With a CDK4/6 Inhibitor: Development and Evaluation.

Ellen G Engelhardt, Mariska Q N Hackert, Anne Vogelaar, Afke F de Jong, Cristina Guerrero Paez, Annette W G van der Velden, Christa Putker, Mariette J Agterof, Ewoudt M W van de Garde, Cornelia F van Uden-Kraan

Abstract read
In one paragraph

Article in JMIR cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Ellen G Engelhardt *Santeon (Netherlands), Herculesplein 102, Utrecht, 3584 AA, The Netherlands.ORCID 0000-0003-0016-4972
Mariska Q N Hackert *Santeon (Netherlands), Herculesplein 102, Utrecht, 3584 AA, The Netherlands.ORCID 0000-0003-0913-6484
Anne VogelaarSanteon (Netherlands), Herculesplein 102, Utrecht, 3584 AA, The Netherlands.ORCID 0009-0001-9347-1340
Afke F de JongStichting Kijksluiter, Amsterdam, The Netherlands.ORCID 0009-0003-4878-5003
Cristina Guerrero PaezBorstkankervereniging Nederland, Utrecht, The Netherlands.ORCID 0009-0002-3101-3771
Annette W G van der VeldenDepartment of Internal Medicine, Martini Ziekenhuis, Groningen, The Netherlands.ORCID 0000-0002-6408-0471
Christa PutkerDepartment of Internal Medicine, St. Antonius Hospital, Utrecht/Nieuwegein, The Netherlands.ORCID 0009-0005-3437-3424
Mariette J AgterofDepartment of Internal Medicine, St. Antonius Hospital, Utrecht/Nieuwegein, The Netherlands.ORCID 0009-0004-8434-0893
Ewoudt M W van de GardeDepartment of Pharmacy, St. Antonius Hospital, Utrecht/Nieuwegein, The Netherlands.ORCID 0000-0002-1334-2144
Cornelia F van Uden-KraanSanteon (Netherlands), Herculesplein 102, Utrecht, 3584 AA, The Netherlands.ORCID 0000-0002-3898-416X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Accelerating the transition to value-based health care (VBHC) is essential to ensure sustainable care delivery. VBHC maximizes patient value by optimizing outcomes, controlling costs, and leveraging data to improve quality and patient-doctor communication. Integrating real-world data in health care is important to achieve informed decisions, especially in palliative care, where choices are complex. Objective: This study described the development and pilot-testing of an information tool that incorporates real-world outcome data for women with metastatic breast cancer who are initiating CDK4/6 inhibitor treatment. Real-world insights are needed to better inform these patients, in particular because real-world outcomes are known to differ from trial results because of larger heterogeneity in patient characteristics, and differences in frequency of check-ups and handling side effects. Methods: We developed an information tool together with patient representatives and clinicians using a participatory development approach that consisted of five key steps: (1) establishment of a multidisciplinary steering group (n=10 steering group members), (2) mapping of the patient journey and patients' needs through focus groups (n=9) and semistructured interviews (n=8), (3) extraction of real-world outcome data from electronic health records systems of 229 patients, (4) prototyping of the tool (n=10), and (5) pilot evaluation with the targeted patient population using semistructured interviews (n=38). We used qualitative analysis methods to analyze the focus group and interview data. Results: We developed a tool consisting of (1) a communication aid for use during doctor-patient consultations (ie, KIJKgesprek [Stichting Kijksluiter]) and (2) a 2-component companion app with informational videos for use at home, both incorporating real-world outcome data (ie, KIJKbericht and KIJKsluiter [Stichting Kijksluiter]). Participants valued the tool for its clarity and structured design, reporting that the outcome data reinforced their experiences and facilitated the setting of realistic expectations. However, some participants described the outcome data as overwhelming, underscoring the importance of careful framing and delivery. Preferences regarding the type, level of detail, and timing of information presentation varied among participants, highlighting the necessity of individualizing information tools to meet diverse informational needs. Conclusions: Most patients valued the inclusion of real-world outcome data in the information tool, although many found it challenging to process. Preferences for the type and presentation of information varied widely among individuals. Information tools incorporating outcome data have the potential to enhance patient understanding and support informed decision-making about care that they value most. However, these tools must be designed to allow for customization, ensuring they address individual informational needs and preferences effectively.

Indexed as

Breast NeoplasmsCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6Protein Kinase InhibitorsAdultAgedFemaleFocus GroupsHumansMiddle AgedNeoplasm MetastasisPilot ProjectsValue-Based Health CareCDK4 protein, humanCDK6 protein, humanCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6Protein Kinase Inhibitorsadvanced breast cancerCDK4/6 inhibitorinformation toolreal world outcome datavalue-based health care

Identifiers

PMID42535758
PMCPMC13420873

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.