Evidence map›Paper›PMID 40171477›Full record

ArticleNEJM catalyst innovations in care delivery2025

Innovations in Evaluating Ambulatory Costs of Cystic Fibrosis Care: A Comparative Study Across Multidisciplinary Care Centers in Ireland and the United States.

Emma Brady, Ryan C Perkins, Kate Cullen, Gregory S Sawicki, Robert S Kaplan, Gerardine Doyle

Abstract read
In one paragraph

Article in NEJM catalyst innovations in care delivery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

6 authors.

Emma BradyChildren's Health Ireland, Dublin, Ireland; PhD Student, UCD Michael Smurfit Graduate Business School, Blackrock, Ireland.
Ryan C PerkinsDivision of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts, USA; Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA; Instructor in Pediatrics, Harvard Medical School, Boston, Massachusetts, USA.
Kate CullenSchool of Business, Maynooth University, Maynooth, Ireland.
Gregory S SawickiCystic Fibrosis Center, Boston Children's Hospital, Boston, Massachusetts, USA; Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts, USA; Associate Professor of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA.
Robert S KaplanEmeritus, Harvard Business School, Boston, Massachusetts, USA.
Gerardine DoyleUCD Michael Smurfit Graduate Business School, University College Dublin, Dublin, Ireland; UCD Geary Institute for Public Policy, University College Dublin, Dublin, Ireland.

Funding

AHRQ HHS T32 HS000063
6 · The paper itself

Abstract

Cystic fibrosis (CF) affects more than 160,000 individuals globally and has seen improved survival rates due to multidisciplinary care models and pharmacotherapy innovations. However, the associated costs remain substantial, prompting the authors to study and evaluate the expense of CF ambulatory care to understand how care structure influences costs. People with CF (PwCF) at large pediatric CF centers in both the United States and Ireland were recruited for parallel observational, prospective studies. Based upon the process of care, the lead clinicians at both sites identified and agreed on three strata of patients (0-11 months, 1-5 years, and 6-17 years of age). Process maps were developed for each of the age cohorts at each site, and the costs of ambulatory care - with emphasis on routine CF clinic visits - were measured utilizing time-driven activity-based costing (TDABC). A dollar-per-minute capacity cost rate (CCR) was calculated for all resources used in the care cycle. The total direct cost was obtained by multiplying the CCR for each resource by the time the resource was used during the patient's care cycle. The cost was summed across all resource types to obtain the cost over the entire care cycle for each site. Service operations were benchmarked to one site and variance analysis was performed. In total, 58 PwCF were included in the analysis (49 in the United States and 9 in Ireland); 4 were 0-11 months, 17 were 1-5 years, and 37 were 6-17 years of age. Physicians (United States) and respiratory consultants (Ireland) had the highest CCRs. Physicians and registered dietitians spent the most time with patients in the United States, compared with the clinical nurse specialists and dietitians in Ireland. The total variance in cost for clinical visits was largest in the 6- to 17-year-old group (28% variance, with 100% in the United States vs. 128% in Ireland). In the 6- to 17-year-old group, the largest drivers in total variance were quantity variance (variance in duration of time spent with patients), which was 108% greater in Ireland); the skill mix variance (variance in clinician type performing service for a given time), which was 49% greater in the United States; and the rate variance (variance in compensation levels across sites), which was 31% greater in the United States. The authors' use of TDABC to characterize the cost of multidisciplinary care during ambulatory clinic visits for PwCF, in combination with variance analysis (the quantitative investigation of the difference between actual and expected costs), provides new and innovative ways to compare costs across similar health care service delivery sites, providing insights into the distinctive features of each. A granular understanding of cost and comparison of resource utilization between centers provides valuable, organizationally relevant insights.

Identifiers

PMID40171477
PMCPMC11960789

What OpenQuestion holds

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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.