Evidence map›Paper›PMID 42555931›Full record

ArticleJournal of medical Internet research2026

Symptom Tracking for Patient-Reported Outcomes in Cancer: User-Centered Design of the AthenaCompanion Web Application.

Kyle Nolla, Laura M Perry, Anvitha Gogineni, Sheetal Kircher, Nisha Mohindra, Michael Bass, Macy K Tetrick, Gabriela Sanchez-Petitto, Anne Noonan, Carolyn Presley and 2 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 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

12 authors.

Kyle NollaDepartment of Psychology, Morgan State University, 1700 E Cold Spring Ln, Baltimore, MD, 21251, United States, 1 443-885-4215.ORCID http://orcid.org/0000-0002-8481-4655
Laura M PerryDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID http://orcid.org/0000-0001-6144-6266
Anvitha GogineniCollege of Medicine, Department of Internal Medicine, Division of Cancer Prevention and Control, Columbus, OH, United States.ORCID http://orcid.org/0009-0002-3764-5569
Sheetal KircherRobert H Lurie Comprehensive Cancer Center, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0000-0002-3429-6378
Nisha MohindraRobert H Lurie Comprehensive Cancer Center, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0000-0001-5913-1716
Michael BassDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID http://orcid.org/0000-0002-7732-6557
Macy K TetrickCollege of Medicine, Department of Internal Medicine, Division of Cancer Prevention and Control, Columbus, OH, United States.ORCID http://orcid.org/0009-0004-2605-9614
Gabriela Sanchez-PetittoThe Ohio State University Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH, United States.ORCID http://orcid.org/0000-0002-1000-1643
Anne NoonanThe Ohio State University Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH, United States.ORCID http://orcid.org/0000-0001-8083-8492
Carolyn PresleyThe Ohio State University Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH, United States.ORCID http://orcid.org/0000-0002-2607-5639
David CellaDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID http://orcid.org/0000-0002-9881-4541
Roberto M BenzoThe Ohio State University Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH, United States.ORCID http://orcid.org/0000-0001-8634-6472

Funding

NUCATS CTSA UM1 at Northwestern UniversityUM1TR005121 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Sara Becker, Richard D'Aquila · 2024 to 2026
$23.4M
Implementation and Evaluation of an Expanded Bilingual Electronic Symptom Management Program across a Multi-site, Fully-integrated Comprehensive Cancer CenterUM1CA233035 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI CELLA, DAVID · 2018 to 2021
$8.1M
Cancer Prevention, Control, and Survivorship Research Training ProgramT32CA193193 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Brian L Hitsman, BETINA YANEZ · 2015 to 2026
$3.8M
NCATS NIH HHS UM1 TR005121NCI NIH HHS T32 CA193193NCI NIH HHS UM1 CA233035
6 · The paper itself

Abstract

Background: Routine monitoring of patient-reported outcomes (PROs) during cancer treatment improves symptom control and quality of life, yet real-world uptake and sustained engagement with PRO monitoring remain suboptimal. Gamification has been shown to improve engagement with digital health interventions. User-centered design approaches are needed to ensure that gamified PRO tools are acceptable, usable, and responsive to patient and clinician needs, especially for older adult users. Objective: This study aimed to develop a gamified symptom monitoring web application for older adult patients with cancer using a multiphase, iterative, and user-centered approach. Methods: The overall study design was a mixed-methods user-centered design study involving 3 phases. From 2022 to 2026, participants were recruited across online and clinical settings using multiple strategies, including ResearchMatch (Vanderbilt University Medical Center), clinician referrals, professional networks, and outreach through the electronic health record at an academic medical center. Phase 1 was a survey of older adults with chronic health conditions. They reported on symptom severity, mobile health (mHealth) preferences, and gamification preferences, which were analyzed descriptively. Phases 2 and 3 involved semistructured interviews with older adult cancer survivors and clinicians, respectively, to identify actionable feedback, followed by iterative usability testing with older adult cancer survivors. Results: In Phase 1, older adults (n=216) with chronic conditions reported high frequency of mobile phone use (across 11 mobile phone behaviors, mean 6.1, SD 1.63 where 6 indicates daily use) and generally favorable attitudes toward gamification (across 18 gameful design elements, means ranged from 2.8-4.3 on a 1-5 scale and SDs ranged from 0.75-1.12), with learning elements rated most appealing (mean 4.3/5, SD 0.75). Concerns about a gamified mHealth app included data privacy and perceived trivialization of health. Phase 2 interviews (n=7) demonstrated strong interest in longitudinal symptom visualization and clinician-sharable reports; gamified content was viewed as engaging by most participants but was preferred as optional. In Phase 3, iterative clinician interviews (n=5) and patient usability testing (n=9) led to substantial refinements, including simplified navigation, enhanced visual accessibility, further guidance on score interpretation with embedded educational videos, and de-emphasis of the gamified travel learning component. Across usability testing rounds, the number of user experience problems per interview decreased from 17 to 4, indicating improved usability. Conclusions: Using a multiphase, mixed methods, user-centered design process, we developed AthenaCompanion (Northwestern University with The Ohio State University), a gamified web application for PRO monitoring tailored to older adults undergoing cancer treatment. Across surveys and interviews, patients emphasized the importance of clinical utility, clarity of symptom feedback, and low-pressure, optional gamification elements. This work demonstrates the feasibility of integrating gamification into PRO monitoring and provides a foundation for future work evaluating long-term usability, engagement, and clinical effectiveness in real-world oncology care.

Indexed as

InternetMobile ApplicationsNeoplasmsPatient Reported Outcome MeasuresUser-Centered DesignAgedAged, 80 and overFemaleHumansMaleMiddle AgedQuality of LifeTelemedicinecancer caregamificationmobile healtholder adultspatient-reported outcomessymptom monitoringuser-centered design

Identifiers

PMID42555931
PMCPMC13441117

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.