Evidence map›Paper›PMID 26791112›Full record

ArticleJAMA surgery2016

Comparison of the Value of Nursing Work Environments in Hospitals Across Different Levels of Patient Risk.

Jeffrey H Silber, Paul R Rosenbaum, Matthew D McHugh, Justin M Ludwig, Herbert L Smith, Bijan A Niknam, Orit Even-Shoshan, Lee A Fleisher, Rachel R Kelz, Linda H Aiken

Abstract readComparative Study
In one paragraph

Article in JAMA surgery, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 1 pooled it
–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

45 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Assessing Hospital Surgical Quality.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Spatial Disadvantage and Racial Disparities in Gun Homicides.Journal of racial and ethnic health disparities · 2023
    Article
  11. Article
  12. Article
  13. Matching One Sample According to Two Criteria in Observational Studies.Journal of the American Statistical Association · 2023
    Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Observational
  19. Observational
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Jeffrey H SilberDepartment of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia2Department of Health Care Management, Wharton School, University of Pennsylvania, Philadelphia3Leonard Davis Institute of Health Economics, University of Penns.
Paul R RosenbaumLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia7Department of Statistics, Wharton School, University of Pennsylvania, Philadelphia.
Matthew D McHughLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia4Center for Health Outcomes and Policy Research, University of Pennsylvania, Philadelphia8School of Nursing, University of Pennsylvania, Philadelphia.
Justin M LudwigCenter for Outcomes Research, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Herbert L SmithCenter for Health Outcomes and Policy Research, University of Pennsylvania, Philadelphia9Population Studies Center, University of Pennsylvania, Philadelphia10Department of Sociology, School of Arts and Sciences, University of Pennsylvania, Philadelphia.
Bijan A NiknamCenter for Outcomes Research, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Orit Even-ShoshanLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia5Center for Outcomes Research, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Lee A FleisherLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia6Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Rachel R KelzLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia11Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Linda H AikenLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia4Center for Health Outcomes and Policy Research, University of Pennsylvania, Philadelphia8School of Nursing, University of Pennsylvania, Philadelphia9Population Studies C.

Funding

Population Science Research Center Development CoreR24HD044964 · NICHD · UNIVERSITY OF PENNSYLVANIA · PI SMITH, HERBERT L. · 2003 to 2017
$9.8M
The Impact of Changes in Nursing Systems and Models of Care on Patient Outcomes: A Panel StudyR01NR014855 · NINR · UNIVERSITY OF PENNSYLVANIA · PI Matthew D. McHugh · 2014 to 2026
$7.5M
Sci-Tech Core-Population Dynamics Research CenterP2CHD044964 · NICHD · UNIVERSITY OF PENNSYLVANIA · PI EMILIO ALBERTO PARRADO · 2018 to 2026
$5.3M
Improving Process MeasurementR01HS018338 · AHRQ · CHILDREN'S HOSP OF PHILADELPHIA · PI SILBER, JEFFREY H · 2010 to 2012
$1.4M
AHRQ HHS R01 HS018338NICHD NIH HHS P2C HD044964NICHD NIH HHS R24 HD044964NINR NIH HHS R01 NR014855
6 · The paper itself

Abstract

importanceThe literature suggests that hospitals with better nursing work environments provide better quality of care. Less is known about value (cost vs quality).

objectivesTo test whether hospitals with better nursing work environments displayed better value than those with worse nursing environments and to determine patient risk groups associated with the greatest value. DESIGN, SETTING, AND

participantsA retrospective matched-cohort design, comparing the outcomes and cost of patients at focal hospitals recognized nationally as having good nurse working environments and nurse-to-bed ratios of 1 or greater with patients at control group hospitals without such recognition and with nurse-to-bed ratios less than 1. This study included 25 752 elderly Medicare general surgery patients treated at focal hospitals and 62 882 patients treated at control hospitals during 2004-2006 in Illinois, New York, and Texas. The study was conducted between January 1, 2004, and November 30, 2006; this analysis was conducted from April to August 2015. EXPOSURES: Focal vs control hospitals (better vs worse nursing environment). MAIN OUTCOMES AND MEASURES: Thirty-day mortality and costs reflecting resource utilization.

resultsThis study was conducted at 35 focal hospitals (mean nurse-to-bed ratio, 1.51) and 293 control hospitals (mean nurse-to-bed ratio, 0.69). Focal hospitals were larger and more teaching and technology intensive than control hospitals. Thirty-day mortality in focal hospitals was 4.8% vs 5.8% in control hospitals (P < .001), while the cost per patient was similar: the focal-control was -$163 (95% CI = -$542 to $215; P = .40), suggesting better value in the focal group. For the focal vs control hospitals, the greatest mortality benefit (17.3% vs 19.9%; P < .001) occurred in patients in the highest risk quintile, with a nonsignificant cost difference of $941 per patient ($53 701 vs $52 760; P = .25). The greatest difference in value between focal and control hospitals appeared in patients in the second-highest risk quintile, with mortality of 4.2% vs 5.8% (P < .001), with a nonsignificant cost difference of -$862 ($33 513 vs $34 375; P = .12). CONCLUSIONS AND RELEVANCE: Hospitals with better nursing environments and above-average staffing levels were associated with better value (lower mortality with similar costs) compared with hospitals without nursing environment recognition and with below-average staffing, especially for higher-risk patients. These results do not suggest that improving any specific hospital's nursing environment will necessarily improve its value, but they do show that patients undergoing general surgery at hospitals with better nursing environments generally receive care of higher value.

Indexed as

Hospital CostsQuality of Health CareAgedCost-Benefit AnalysisFemaleHospital Bed CapacityHospitals, TeachingHumansIllinoisMaleNew YorkNursing Staff, HospitalRetrospective StudiesRisk FactorsSurgical Procedures, OperativeTexas

Identifiers

PMID26791112
PMCPMC4957817

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.