Evidence map›Paper›PMID 35409859›Full record

ArticleInternational journal of environmental research and public health2022

The Influence of Nurse Education Level on Hospital Readmissions-A Cost-Effectiveness Analysis.

Beata Wieczorek-Wójcik, Aleksandra Gaworska-Krzemińska, Aleksander Owczarek, Michał Wójcik, Monika Orzechowska, Dorota Kilańska

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. 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
–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

6 citing papers in PubMed.

  1. Article
  2. Skill mix versus flexibility: Decoding nurse staffing impacts on critical access hospitals.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
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  4. Review
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  6. 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

6 authors.

Beata Wieczorek-WójcikDepartment of Nursing and Medical Rescue, Pomeranian University in Slupsk, 76-200 Slupsk, Poland.
Aleksandra Gaworska-KrzemińskaInstitute of Nursing and Midwifery, Medical University of Gdansk, 80-210 Gdansk, Poland.ORCID 0000-0001-6705-6816
Aleksander OwczarekHealth Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, 40-055 Katowice, Poland.ORCID 0000-0003-1179-6932
Michał WójcikRehazentrum Walenstadtberg, Chnoblisbüel 1, CH-8881 Walenstadtberg, Switzerland.
Monika OrzechowskaRehazentrum Walenstadtberg, Chnoblisbüel 1, CH-8881 Walenstadtberg, Switzerland.
Dorota KilańskaDepartment of Coordinated Care, Medical University of Lodz, 90-419 Lodz, Poland.ORCID 0000-0002-6518-3536

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Readmissions are adverse, costly, and potentially preventable. The study aimed to evaluate the cost-effectiveness of reducing readmissions resulting from missed care, depending on the level of education of nurses, from the perspective of the service provider. Methods: We calculated missed care resulting in additional readmissions based on the longitudinal study conducted between 2012 and 2014, as well as readmissions that could have been potentially prevented by adding a 10% increase in hours of nursing care provided by BSN/MSc nurses for 2014. The cost-effectiveness analysis (CEA) was performed to calculate the cost-effectiveness of preventing one hospitalization in non-surgical and surgical wards by increasing the number of nursing hours provided by BSN/MSc nurses. Cost−benefit analysis (CBA) was performed, and the CBR (cost−benefit ratio) and BCR (benefit−cost ratio) were calculated. Results: Increasing the number of hours of nursing care (RN) by 10% decreased the chance for an unplanned readmission by 11%; (OR = 0.89; 95% CI: 0.78−1.01; p = 0.08) in non-surgical wards and 43% (OR = 0.57; 95% CI: 0.49−0.67; p < 0.001) in surgical wards. In non-surgical wards, the number of readmissions that were preventable with extra hours provided by BSN/MSc nurses was 52, and the cost-effectiveness ratio (CER) was USD 226.1. The number of preventable readmissions in surgical wards was 172, and the CER was USD 54.96. In non-surgical wards, the CBR was USD 0.07, while the BCR was USD 1.4. In surgical wards, the CBR was USD 0.02, and the BCR was USD 4.4. Conclusions: The results of these studies broaden the understanding of the relationship among nursing education, patient readmission, and the economic outcomes of hospital care. According to the authors, the proposed intervention has an economic justification. Hence, the authors recommend it for approval by the service provider.

Indexed as

Education, NursingPatient ReadmissionCost-Benefit AnalysisEducational StatusHumansLongitudinal Studiescost-effectiveness analysiseducation levelmissed carenurse staffingreadmissions

Identifiers

PMID35409859
PMCPMC8998689

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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.