Evidence map›Paper›PMID 41778860›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2026

A cross-consortium, stakeholder-driven model for implementing a modern electronic data capture and submission system across the Alzheimer's Disease Research Centers Program.

Sarah Biber, Sarah Gothard, Charles F Murchison, Laura McLeod, Kathryn Gauthreaux, Chandima HewaNadungodage, Emily Cheng, Jessica Welsch, Jessica E Culhane, Sarah Yasuda and 7 more

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 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

17 authors.

Sarah BiberDepartment of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA.
Sarah GothardOregon Alzheimer's Disease Research Center, Oregon Health and Science University, Portland, Oregon, USA.
Charles F MurchisonBirmingham Alzheimer's Disease Research Center, University of Alabama, Birmingham, Alabama, USA.
Laura McLeodNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Kathryn GauthreauxNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Chandima HewaNadungodageNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Emily ChengNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Jessica WelschNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Jessica E CulhaneNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.ORCID 0009-0008-8441-6703
Sarah YasudaNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Hannah StockwellNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Shilpa AllimattiNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Mark BauerNational Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
Jonathan M ReaderMichigan Alzheimer's Disease Research Center, University of Michigan, Anna Arbor, Texas, USA.
Walter KukullDepartment of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA.
Meredith ZozusSouth Texas Alzheimer's Disease Research Center, University of Texas Health Science Center, San Antonio, Texas, USA.
Sudeshna DasMassachusetts Alzheimer Disease Research Center, Massachusetts General Hospital, Charlestown, Massachusetts, USA.

Funding

National Alzheimer's Coordinating CenterU24AG072122 · NIA · UNIVERSITY OF WASHINGTON · PI STEPHENS, KARI A · 2021 to 2025
$45.8M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
Research Education ComponentP30AG062422 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Serggio Carlo Lanata · 2019 to 2026
$36.9M
Research Education ComponentP30AG062421 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI BRADFORD C DICKERSON · 2019 to 2026
$36.5M
UCSD Shiley-Marcos Alzheimer's Disease Research Center P30P30AG062429 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Steven Dyal Edland · 2019 to 2026
$34.9M
Wisconsin Alzheimer's Disease Research CenterP30AG062715 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI AMY J. KIND · 2019 to 2026
$34.5M
Research Education ComponentP30AG062677 · NIA · MAYO CLINIC ROCHESTER · PI Walter K. Kremers · 2019 to 2026
$33.5M
Research Education ComponentP30AG066514 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI NIKOLAOS K ROBAKIS · 2020 to 2026
$31.0M
Yale Alzheimer Disease Research CenterP30AG066508 · NIA · YALE UNIVERSITY · PI STEPHEN M STRITTMATTER · 2020 to 2026
$30.2M
Research Education CoreP30AG066462 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Andrew Franklin Teich · 2020 to 2026
$30.1M
Research Education ComponentP30AG066468 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI HOWARD J AIZENSTEIN · 2020 to 2026
$29.4M
Research Education ComponentP30AG066507 · NIA · JOHNS HOPKINS UNIVERSITY · PI Corinne Pettigrew · 2020 to 2026
$29.3M
NCATS NIH HHS UL1 TR000445NIA NIH HHS P20 AG068082NIA NIH HHS P30 AG062421NIA NIH HHS P30 AG062422NIA NIH HHS P30 AG062429NIA NIH HHS P30 AG062677NIA NIH HHS P30 AG062715NIA NIH HHS P30 AG066444NIA NIH HHS P30 AG066462NIA NIH HHS P30 AG066468NIA NIH HHS P30 AG066506NIA NIH HHS P30 AG066507NIA NIH HHS P30 AG066508NIA NIH HHS P30 AG066509NIA NIH HHS P30 AG066511NIA NIH HHS P30 AG066512NIA NIH HHS P30 AG066514NIA NIH HHS P30 AG066515NIA NIH HHS P30 AG066518NIA NIH HHS P30 AG066519NIA NIH HHS P30 AG066530NIA NIH HHS P30 AG066546NIA NIH HHS P30 AG072931NIA NIH HHS P30 AG072946NIA NIH HHS P30 AG072947NIA NIH HHS P30 AG072958NIA NIH HHS P30 AG072959NIA NIH HHS P30 AG072972NIA NIH HHS P30 AG072973NIA NIH HHS P30 AG072975NIA NIH HHS P30 AG072976NIA NIH HHS P30 AG072977NIA NIH HHS P30 AG072979NIA NIH HHS P30 AG086401NIA NIH HHS P30 AG086404NIA NIH HHS U24 AG072122
6 · The paper itself

Abstract

introductionThe National Alzheimer's Coordinating Center (NACC) and Alzheimer's Disease Research Center (ADRC) Program advances dementia research by collecting and sharing standardized, longitudinal data, including the Uniform Data Set with the global research community. To modernize workflow and accelerate the availability of analyzable data, we co-developed a consortium-wide Electronic Data Capture and Submission system.

methodsA cross-disciplinary workgroup of ADRC and NACC members co-developed the system using a stakeholder-centered sociotechnical implementation model. Subgroups focused on requirements, development, and training. Surveys and pilot testing across centers guided design and priorities.

resultsResearch Electronic Data Capture was selected as the foundational platform. Deliverables included modular UDS version 4 instruments, embedded logic and automated quality checks, dynamic training resources, and an API-based submission pipeline to NACC. The platform was adopted across all 36 ADRCs and surveys indicated high user satisfaction. DISCUSSION: Beyond infrastructure, this initiative provides a scalable, stakeholder-driven implementation model that supports higher-quality, more timely multicenter data submission, accelerating biomarker validation, early detection studies, and precision-medicine analyses. HIGHLIGHTS: A cross-disciplinary workgroup of ADRC and NACC members designed a stakeholder-centric sociotechnical implementation model. The workgroup drove the adoption of a modernized data infrastructure across a national consortium. Deployed a modern electronic data capture and submission system for the ADRC program. Leveraged REDCap as a flexible, scalable tool for a large-scale EDCS system.

Indexed as

Alzheimer DiseaseBiomedical ResearchData CollectionStakeholder ParticipationHumansAlzheimer's disease and Alzheimer's disease and related dementias (AD/ADRD)Alzheimer's Disease Research Centers (ADRC)clinical research informaticsdata infrastructureElectronic Data Capture and Submission Systemimplementation scienceREDCapresearch networksUDSv4Uniform Data Set (UDS)

Identifiers

PMID41778860
PMCPMC12958864

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.