Evidence map›Paper›PMID 29584720›Full record

ArticlePLoS medicine2018

Cost-effectiveness of multidisciplinary care in mild to moderate chronic kidney disease in the United States: A modeling study.

Eugene Lin, Glenn M Chertow, Brandon Yan, Elizabeth Malcolm, Jeremy D Goldhaber-Fiebert

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 1 pooled it
19.3field-weighted citation impact, top 1% of its field
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

38 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Fast and robust invariant generalized linear models.Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America · 2025
    Article
  8. Impact of a CKD Population Health Intervention on Healthcare Utilization and Costs.Clinical journal of the American Society of Nephrology : CJASN · 2025
    Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. VA-Based Peritoneal Dialysis Program Feasibility Considerations and Process Outline.Federal practitioner : for the health care professionals of the VA, DoD, and PHS · 2023
    Article
  16. Article
  17. Article
  18. Kidney medicine · 2022
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Eugene LinDivision of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, California, United States of America.ORCID 0000-0002-3559-5134
Glenn M ChertowDivision of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, California, United States of America.ORCID 0000-0002-7599-0534
Brandon YanDuke University, Durham, North Carolina, United States of America.ORCID 0000-0003-0286-5764
Elizabeth MalcolmDivision of General Medical Disciplines, Department of Medicine, Stanford University School of Medicine, Palo Alto, California, United States of America.
Jeremy D Goldhaber-FiebertCenter for Health Policy/Center for Primary Care and Outcomes Research, Stanford University School of Medicine, Palo Alto, California, United States of America.
Stanford University · USDuke University · US

Funding

TRAINING PROGRAM IN ACADEMIC NEPHROLOGYT32DK007357 · NIDDK · STANFORD UNIVERSITY · PI CHERTOW, GLENN MATTHEW · 1986 to 2022
$4.8M
Type 1 Diabetes TrialNet: Clinical Center at Yale University (U01)U01DK085466 · NIDDK · YALE UNIVERSITY · PI HEROLD, KEVAN C · 2009 to 2018
$3.3M
Mentoring Patient-Oriented Clinical Investigators in NephrologyK24DK085446 · NIDDK · STANFORD UNIVERSITY · PI CHERTOW, GLENN MATTHEW · 2010 to 2022
$1.4M
Cost-effective chronic disease prevention in developing countriesK01AG037593 · NIA · STANFORD UNIVERSITY · PI GOLDHABER-FIEBERT, JEREMY DAVID · 2011 to 2015
$637k
Investigating the Appropriateness of 30-Day Rehospitalizations in Dialysis PatientsF32DK107123 · NIDDK · STANFORD UNIVERSITY · PI LIN, EUGENE · 2015 to 2017
$210k
NIA NIH HHS K01 AG037593NIDDK NIH HHS F32 DK107123NIDDK NIH HHS K24 DK085446NIDDK NIH HHS T32 DK007357NIDDK NIH HHS U01 DK085466
6 · The paper itself

Abstract

backgroundMultidisciplinary care (MDC) programs have been proposed as a way to alleviate the cost and morbidity associated with chronic kidney disease (CKD) in the US. METHODS AND

findingsWe assessed the cost-effectiveness of a theoretical Medicare-based MDC program for CKD compared to usual CKD care in Medicare beneficiaries with stage 3 and 4 CKD between 45 and 84 years old in the US. The program used nephrologists, advanced practitioners, educators, dieticians, and social workers. From Medicare claims and published literature, we developed a novel deterministic Markov model for CKD progression and calibrated it to long-term risks of mortality and progression to end-stage renal disease. We then used the model to project accrued discounted costs and quality-adjusted life years (QALYs) over patients' remaining lifetime. We estimated the incremental cost-effectiveness ratio (ICER) of MDC, or the cost of the intervention per QALY gained. MDC added 0.23 (95% CI: 0.08, 0.42) QALYs over usual care, costing $51,285 per QALY gained (net monetary benefit of $23,100 at a threshold of $150,000 per QALY gained; 95% CI: $6,252, $44,323). In all subpopulations analyzed, ICERs ranged from $42,663 to $72,432 per QALY gained. MDC was generally more cost-effective in patients with higher urine albumin excretion. Although ICERs were higher in younger patients, MDC could yield greater improvements in health in younger than older patients. MDC remained cost-effective when we decreased its effectiveness to 25% of the base case or increased the cost 5-fold. The program costed less than $70,000 per QALY in 95% of probabilistic sensitivity analyses and less than $87,500 per QALY in 99% of analyses. Limitations of our study include its theoretical nature and being less generalizable to populations at low risk for progression to ESRD. We did not study the potential impact of MDC on hospitalization (cardiovascular or other).

conclusionsOur model estimates that a Medicare-funded MDC program could reduce the need for dialysis, prolong life expectancy, and meet conventional cost-effectiveness thresholds in middle-aged to elderly patients with mild to moderate CKD.

Indexed as

MedicarePatient Care ManagementPatient Care TeamRenal Insufficiency, ChronicAgedAged, 80 and overComputer SimulationCost-Benefit AnalysisDisease ProgressionFemaleHumansMaleMarkov ChainsMiddle AgedPatient AcuityProgram Development

Identifiers

PMID29584720
PMCPMC5870947
OpenAlexW2795180873

What OpenQuestion holds

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LicenceCC BY
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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.