Evidence map›Paper›PMID 37274014›Full record

ArticleOphthalmology science2023

Cataract Surgery in the Medicare Merit-Based Incentive Payment System: Episode-Based Cost Measure Development and Evaluation.

Suzann Pershing, Alexander T Sandhu, Aimée-Sandrine Uwilingiyimana, David B Glasser, Andrew S Morgenstern, Rose Do, Nirmal Choradia, Eugene Lin, Jasmine Leoung, Miten Shah and 8 more

Abstract read
In one paragraph

Article in Ophthalmology science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. A Surgeon's Field Guide to Value-Based Specialty Care.Laryngoscope investigative otolaryngology · 2025
    Review
  4. A New Vision for Site-Neutral Policy.JAMA ophthalmology · 2025
    Article
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

18 authors.

Suzann PershingAcumen LLC, Burlingame, California.
Alexander T SandhuAcumen LLC, Burlingame, California.
Aimée-Sandrine UwilingiyimanaAcumen LLC, Burlingame, California.
David B GlasserAmerican Academy of Ophthalmology, San Francisco, California.
Andrew S MorgensternAmerican Optometric Association, St. Louis, Missouri.
Rose DoAcumen LLC, Burlingame, California.
Nirmal ChoradiaAcumen LLC, Burlingame, California.
Eugene LinAcumen LLC, Burlingame, California.
Jasmine LeoungAcumen LLC, Burlingame, California.
Miten ShahAcumen LLC, Burlingame, California.
Ashley LiuAcumen LLC, Burlingame, California.
Jongwon LeeAcumen LLC, Burlingame, California.
Amanda FairchildAcumen LLC, Burlingame, California.
Joyce LamAcumen LLC, Burlingame, California.
Thomas E MaCurdyAcumen LLC, Burlingame, California.
Sriniketh NagavarapuAcumen LLC, Burlingame, California.
Jay BhattacharyaAcumen LLC, Burlingame, California.
Routine Cataract Removal with Intraocular Lens Implantation Cost Measure Writing Committee

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To characterize the development and performance of a cataract surgery episode-based cost measure for the Medicare Quality Payment Program. Design: Claims-based analysis. Participants: Medicare clinicians with cataract surgery claims between June 1, 2016, and May 31, 2017. Methods: We limited the analysis to claims with procedure code 66984 (routine cataract surgery), excluding cases with relevant ocular comorbidities. We divided episodes into subgroups by surgery location (Ambulatory Surgery Center [ASC] or Hospital Outpatient Department [HOPD]) and laterality (bilateral when surgeries were within 30 days apart). For the episode-based cost measure, we calculated costs occurring between 60 days before surgery and 90 days after surgery, limited to services identified by an expert committee as related to cataract surgery and under the influence of the cataract surgeon. We attributed costs to the clinician submitting the cataract surgery claim, categorized costs into clinical themes, and calculated episode cost distribution, reliability in detecting clinician-dependent cost variation, and costs with versus without complications. We compared episode-based cost scores with hypothetical "nonselective" cost scores (total Medicare beneficiary costs between 60 days before surgery and 90 days after surgery). Main Outcome Measures: Episode costs with and without complications, clinician-dependent variation (proportion of total cost variance), and proportion of costs from cataract surgery-related clinical themes. Results: We identified 583 356 cataract surgery episodes attributed to 10 790 clinicians and 8189 with ≥ 10 episodes during the measurement period. Most surgeries were performed in an ASC (71%) and unilateral (66%). The mean episode cost was $2876. The HOPD surgeries had higher costs; geography and episodes per clinician did not substantially affect costs. The proportion of cost variation from clinician-dependent factors was higher in episode-based compared with nonselective cost measures (94% vs. 39%), and cataract surgery-related clinical themes represented a higher proportion of total costs for episode-based measures. Episodes with complications had higher costs than episodes without complications ($3738 vs. $2276). Conclusions: The cataract surgery episode-based cost measure performs better than a comparable nonselective measure based on cost distribution, clinician-dependent variance, association with cataract surgery-related clinical themes, and quality alignment (higher costs in episodes with complications). Cost measure maintenance and refinement will be important to maintain clinical validity and reliability. Financial Disclosures: Proprietary or commercial disclosure may be found after the references.

Indexed as

Cataract surgeryEpisode-based cost measureMACRAMedicareMerit-Based Incentive Payment System

Identifiers

PMID37274014
PMCPMC10232885

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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.