Evidence map›Paper›PMID 41102855›Full record

ArticleImplementation science communications2025

Application of MODIFI to the adaptation of a complex, multilevel intervention to enhance access to high-quality cancer services in rural cancer hospitals.

Mary C Schroeder, Sarah A Birken, Ingrid M Lizarraga, M Alexis Kirk, Cheyenne R Wagi, Jacklyn M Engelbart, Erin C Johnson, Madison M Wahlen, Aaron T Seaman, Mary E Charlton

Registry-linked trialAbstract read
In one paragraph

Article in Implementation science communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05645328 (Effectiveness and Implementation of a Health System Intervention to Improve Quality of Cancer Care for Rural, Underserved Patients), 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.

NCT05645328 naactive not recruitingnot on this map

Effectiveness and Implementation of a Health System Intervention to Improve Quality of Cancer Care for Rural, Underserved Patients

TypeinterventionalSponsorMary CharltonRan2023 to 2026Enrolled31ConditionsCancerArmsIowa Cancer Affiliate Network (ICAN)
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.

Mary C SchroederDivision of Health Services Research, University of Iowa College of Pharmacy, 180 South Grand Ave, 346 CPB , Iowa City, IA, 52242, USA. mary-schroeder@uiowa.edu.ORCID http://orcid.org/0000-0002-1043-8140
Sarah A BirkenDepartment of Implementation Science, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC, 27157, USA.
Ingrid M LizarragaDepartment of Surgery, University of Iowa Roy J. and Lucille A. Carver College of Medicine, 200 Hawkins Drive, 4636 JCP, Iowa City, IA, 52242, USA.
M Alexis KirkIndependent Consultant, Apex, NC, USA.
Cheyenne R WagiDepartment of Implementation Science, Wake Forest University School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC, 27157, USA.
Jacklyn M EngelbartDepartment of Surgery, University of Iowa Roy J. and Lucille A. Carver College of Medicine, 200 Hawkins Drive, 1527 JCP, Iowa City, IA, 52242, USA.
Erin C JohnsonDepartment of Management and Entrepreneurship, Tippie College of Business, University of Iowa, 21 East Market Street, W250 PBP, Iowa City, IA, 52242, USA.
Madison M WahlenDepartment of Epidemiology, University of Iowa College of Public Health, 145 N. Riverside Drive, Iowa City, IA, 52242, USA.
Aaron T SeamanDepartment of Internal Medicine, University of Iowa Roy J. and Lucille A. Carver College of Medicine, 200 Hawkins Drive, SE631 GH, Iowa City, IA, 52242, USA.
Mary E CharltonDepartment of Epidemiology, University of Iowa College of Public Health, 145 N. Riverside Drive, S453 CPHB, Iowa City, IA, 52242, USA.

Funding

Viral VectorP30CA086862 · NCI · UNIVERSITY OF IOWA · PI Jon C.D. Houtman · 2000 to 2026
$70.0M
University of Iowa Surgical Oncology Training GrantT32CA148062 · NCI · UNIVERSITY OF IOWA · PI WEIGEL, RONALD J · 2010 to 2020
$3.8M
Effectiveness and implementation of a health system intervention to improve quality of cancer care for rural, underserved patientsR01CA254628 · NCI · UNIVERSITY OF IOWA · PI CHARLTON, MARY E. · 2021 to 2025
$3.6M
NCI NIH HHS P30 CA086862NCI NIH HHS P30CA086862NCI NIH HHS R01 CA254628NCI NIH HHS R01CA254628NCI NIH HHS T32 CA148062
6 · The paper itself

Abstract

backgroundThe University of Kentucky Markey Cancer Center Affiliate Network (MCCAN) is a complex, multilevel evidence-based intervention (EBI) aimed at enhancing access to high-quality cancer services for under-served patients. MCCAN is promising but has not been scaled beyond its original context. We aimed to adapt MCCAN, originally developed in Kentucky, to address systematic differences that threatened its implementation and effectiveness in a new context, Iowa, yielding the Iowa Cancer Affiliate Network (I-CAN).

methodsWe report our adaptation of MCCAN using the Making Optimal Decisions for Intervention Flexibility during Implementation (MODIFI) approach: (1) identify key information about MCCAN, learning about Kentucky and Iowa contexts and users; (2) adapt MCCAN's forms while leaving its core functions intact to produce I-CAN; and (3) evaluate I-CAN. Specifically, we conducted studies to identify MCCAN's forms and core functions, gathered extensive knowledge of the original and new contexts, and identified systematic differences between the two. We created a matrix to map MCCAN's core functions to its original forms, contextual differences between Kentucky and Iowa, and proposed adapted forms to produce I-CAN. We interviewed I-CAN affiliates to assess perceptions of acceptability, feasibility, and efficacy.

resultsMCCAN forms were mapped to eight intervention and 10 implementation core functions. Adaptation was required for 11 core functions, as contextual differences impacted the ability of the original forms of those core functions to be carried out in the new context. Contextual differences reflected existing relationships and referral patterns, as well as available resources (e.g., personnel and infrastructure). Lack of familiarity with the intervention process and outcomes limited the ability of I-CAN affiliates to evaluate potential adapted forms. Forms evolved as I-CAN affiliates gained practical experience in applying them and/or experienced changes in organizational structure, personnel, etc.

conclusionsWe successfully adapted MCCAN, a complex, multilevel EBI designed to support community hospitals and enhance access to high-quality cancer services and programs in Kentucky to improve care for patients in Iowa affected by cancer-nearly half of whom reside in rural areas. Our application of MODIFI suggests several opportunities for refinement to advance successful EBI adaptation.

trial registrationClinicalTrials.gov, NCT05645328. Registered 01 December 2022, https://clinicaltrials.gov/study/NCT05645328.

Indexed as

Adaptation methodsCancerCore functionsEvidence-based interventionFocus groupsInterviewsRural hospital

Identifiers

PMID41102855
PMCPMC12532991

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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.