Evidence map›Paper›PMID 31389897›Full record

ArticleClinical orthopaedics and related research2020

Patient-related Factors and Perioperative Outcomes Are Associated with Self-Reported Hospital Rating after Spine Surgery.

Elbert J Mets, Michael R Mercier, Ari S Hilibrand, Michelle C Scott, Arya G Varthi, Jonathan N Grauer

Open access · greenAbstract read
In one paragraph

Article in Clinical orthopaedics and related research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.1field-weighted citation impact, top 8% 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

6 citing papers in PubMed, 13 citations in OpenAlex.

  1. Factors Influencing Patient Satisfaction with Healthcare Services in Poland.Medical science monitor : international medical journal of experimental and clinical research · 2025
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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 at 2 institutions in 2 countries.

Elbert J MetsE. J. Mets, M. R. Mercier, A. S. Hilibrand, M. C. Scott, A. G. Varthi, J. N. Grauer, Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
Michael R MercierE. J. Mets, M. R. Mercier, A. S. Hilibrand, M. C. Scott, A. G. Varthi, J. N. Grauer, Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
Ari S HilibrandE. J. Mets, M. R. Mercier, A. S. Hilibrand, M. C. Scott, A. G. Varthi, J. N. Grauer, Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
Michelle C ScottE. J. Mets, M. R. Mercier, A. S. Hilibrand, M. C. Scott, A. G. Varthi, J. N. Grauer, Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
Arya G VarthiE. J. Mets, M. R. Mercier, A. S. Hilibrand, M. C. Scott, A. G. Varthi, J. N. Grauer, Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
Jonathan N GrauerE. J. Mets, M. R. Mercier, A. S. Hilibrand, M. C. Scott, A. G. Varthi, J. N. Grauer, Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
Medtronic (Ireland) · IEStryker (United States) · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
NCATS NIH HHS UL1 TR001863
6 · The paper itself

Abstract

backgroundSince 2013, the Centers for Medicare & Medicaid Services has tied a portion of hospitals' annual reimbursement to patients' responses to the Hospital Consumer Assessment and Healthcare Providers and Systems (HCAHPS) survey, which is given to a random sample of inpatients after discharge. The most general question in the HCAHPS survey asks patients to rate their overall hospital experience on a scale of 0 to 10, with a score of 9 or 10 considered high, or "top-box." Previous work has suggested that HCAHPS responses, which are meant to be an objective measure of the quality of care delivered, may vary based on numerous patient factors. However, few studies to date have identified factors associated with HCAHPS scores among patients undergoing spine surgery, and those that have are largely restricted to surgery of the lumbar spine. Consequently, patient and perioperative factors associated with HCAHPS scores among patients receiving surgery across the spine have not been well elucidated. QUESTIONS/PURPOSES: Among patients undergoing spine surgery, we asked if a "top-box" rating on the overall hospital experience question on the HCAHPS survey was associated with (1) patient-related factors present before admission; (2) surgical variables related to the procedure; and/or (3) 30-day perioperative outcomes.

methodsAmong 5517 patients undergoing spine surgery at a single academic institution from 2013 to 2017 and who were sent an HCAHPS survey, 27% (1480) returned the survey and answered the question related to overall hospital experience. A retrospective, comparative analysis was performed comparing patients who rated their overall hospital experience as "top-box" with those who did not. Patient demographics, comorbidities, surgical variables, and perioperative outcomes were compared between the groups. A multivariate logistic regression analysis was performed to determine patient demographics, comorbidities, and surgical variables associated with a top-box hospital rating. Additional multivariate logistic regression analyses controlling for these variables were performed to determine the association of any adverse event, major adverse events (such as myocardial infarction, pulmonary embolism), and minor adverse events (such as urinary tract infection, pneumonia); reoperation; readmission; and prolonged hospitalization with a top-box hospital rating.

resultsAfter controlling for potential confounding variables (including patient demographics), comorbidities that differed in incidence between patients who rated the hospital top-box and those who did not, and variables related to surgery, the patient factors associated with a top-box hospital rating were older age (compared with age ≤ 40 years; odds ratio 2.2, [95% confidence interval 1.4 to 3.4]; p = 0.001 for 41 to 60 years; OR 2.5 [95% CI 1.6 to 3.9]; p < 0.001 for 61 to 80 years; OR 2.1 [95% CI 1.1 to 4.1]; p = 0.036 for > 80 years), and being a man (OR 1.3 [95% CI 1.0 to 1.7]; p = 0.028). Further, a non-top-box hospital rating was associated with American Society of Anesthesiologists Class II (OR 0.5 [95% CI 0.3 to 0.9]; p = 0.024), Class III (OR 0.5 [95% CI 0.3 to 0.9]; p = 0.020), or Class IV (OR 0.2 [95% CI 0.1 to 0.5]; p = 0.003). The only surgical factor positively associated with a top-box hospital rating was cervical surgery (compared with lumbar surgery; OR 1.4 [95% CI 1.1 to 1.9]; p = 0.016), while nonelective surgery (OR 0.5 [95% CI 0.3 to 0.8]; p = 0.004) was associated with a non-top-box hospital rating. Controlling for the same set of variables, a non-top-box rating was associated with the occurrence of any adverse event (OR 0.5 [95% CI 0.3 to 0.7]; p < 0.001), readmission (OR 0.5 [95% CI 0.3 to 0.9]; p = 0.023), and prolonged hospital stay (OR, 0.6 [95% CI 0.4 to 0.8]; p = 0.004).

conclusionsIdentifying patient factors present before surgery that are independently associated with HCAHPS scores underscores the survey's limited utility in accurately measuring the quality of care delivered to patients undergoing spine surgery. HCAHPS responses in the spine surgery population should be interpreted with caution and should consider the factors identified here. Given differing findings in the literature regarding the effect of adverse events on HCAHPS scores, future work should aim to further characterize this relationship. LEVEL OF EVIDENCE: Level III, therapeutic study.

Indexed as

AgedFemaleHealth Care SurveysHospitalizationHospitalsHumansLumbar VertebraeMaleMedicareOrthopedic ProceduresPatient Reported Outcome MeasuresPatient SatisfactionQuality Assurance, Health CareUnited States

Identifiers

PMID31389897
PMCPMC7145058
OpenAlexW2968555979

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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.