Evidence map›Paper›PMID 42308028›Full record

Trial reportJournal of the American Geriatrics Society2026

NegotiAge-An AI-Based Caregiver Negotiation Training: Results From the Multiphase Optimization Strategy (MOST) Trial.

Vanessa Ramirez-Zohfeld, Alaine Murawski, Celie Jobin, Charles Olvera, Johnathan Mell, Jeanne Brett, Jonathan Gratch, Marianne Tschoe, Angela F Pfammatter, Lee A Lindquist

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of the American Geriatrics Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04837937 (Negotiation Training to Optimize Caregiver Communication in Alzheimer's Disease), which is not on this 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.

NCT04837937 nacompletednot on this map

Negotiation Training to Optimize Caregiver Communication in Alzheimer's Disease

TypeinterventionalSponsorNorthwestern UniversityRan2023 to 2024Enrolled132ConditionsAlzheimer Disease, Cognitive ImpairmentArmsCaregiver vs. Patient [Beginner], Caregiver vs. Caregiver, Caregiver vs. Physician, Caregiver vs. Patient [Advanced]
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.

Vanessa Ramirez-ZohfeldDivision of Geriatrics, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.
Alaine MurawskiDivision of Geriatrics, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.
Celie JobinDivision of Geriatrics, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.
Charles OlveraDivision of Geriatrics, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.
Johnathan MellUniversity of Central Florida, Orlando, Florida, USA.
Jeanne BrettCenter on Dispute Resolutions, Northwestern University, Kellogg School of Business, Chicago, Illinois, USA.
Jonathan GratchVanderbilt University, Nashville, Tennessee, USA.
Marianne TschoeDivision of Geriatrics, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.
Angela F PfammatterUniversity of Tennessee Knoxville, Knoxville, Tennessee, USA.
Lee A LindquistDivision of Geriatrics, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.ORCID 0000-0002-4290-5081

Funding

Negotiation Training to Optimize Caregiver Communication in Alzheimer's DiseaseR01AG068421 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LINDQUIST, LEE A · 2020 to 2024
$3.8M
Decision Making and Implementation of Aging-in-Place/Long Term Care Plans among Older AdultsR01AG058777 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LINDQUIST, LEE A · 2019 to 2023
$3.7M
NIA NIH HHS P30AG0599882NIA NIH HHS R01 AG058777NIA NIH HHS R01AG058777NIA NIH HHS R01 AG068421NIA NIH HHS R01AG068421NIA NIH HHS R01AG0830344
6 · The paper itself

Abstract

backgroundFamily caregivers experience conflicts in caring for people with Alzheimer's dementia (PWD; e.g., siblings disagreeing, advocating with providers, PWD refusing assistance). Subsequently, family caregivers experience frustration, burden, and stress. Furthermore, these caregivers rarely receive formal conflict resolution training to ameliorate these concerns. We developed NegotiAge-an artificial intelligence (AI)-based negotiation training intervention that teaches caregivers how to resolve conflicts and provides the opportunity to practice negotiating with online avatars in real-world conflicts. We sought to optimize the potency and test the early effect of NegotiAge on family caregivers following the multiphase optimization strategy (MOST). PARTICIPANTS, DESIGN,

settingNational randomized factorial trial of NegotiAge with family caregivers of PWD (> 65 years). Caregivers were randomized to one of eight conditions and variables/outcomes assessed at baseline and 1 month following NegotiAge. The mixed methods project used dependent sample t-tests (quantitative) and constant comparative analysis (qualitative).

resultsAcross 23 states, 125 family caregivers (mean-age 54 years, 77% female) completed the study. Participants experienced significantly less caregiver burden (-3.24, p < 0.002) and negative affect (-2.1, p < 0.0001) between baseline and 1 month following. Those receiving two or more exercises experienced further significant burden reduction (-5.28, p < 0.04). Qualitative analyses supported these findings: "There was a time when my mother was crying. Because of the training I was able to calm her."; "When we have a conflict, I focus on the interest of both of us-helped tremendously." In the month following, 54% (n = 67) of participants experienced conflicts and 74% (n = 93) applied skills learned. Among utilizers, there was a significant decrease in forcing behaviors (-1.24, p < 0.0001).

conclusionsNegotiAge, an AI-based negotiation training intervention, significantly reduced burden and improved negative affect among family caregivers. Engaging in more negotiation exercises further reduced burden. NegotiAge has the potential to improve the lives of caregivers and PWD. Further testing is needed to determine the direct impact on older adults and long-term effects.

trial registrationClinicalTrials.gov identifier: NCT04837937.

Indexed as

Alzheimer DiseaseArtificial IntelligenceCaregiversNegotiatingAgedConflict, PsychologicalFemaleHumansMaleMiddle Agedartificial intelligenceconflict resolutionfamily caregiversnegotiation

Identifiers

PMID42308028
PMCPMC13418792

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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.