Evidence map›Paper›PMID 26003337›Full record

ArticleHuman resources for health2015

Handling healthcare workforce planning with care: where do we stand?

Mário Amorim Lopes, Álvaro Santos Almeida, Bernardo Almada-Lobo

Abstract read
In one paragraph

Article in Human resources for health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 2 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

47 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Guideline
  2. Pooled it
  3. Article
  4. Rural-Urban Differences in the Incorporation of Workforce Planning and Development in the Strategic Planning Process of US Hospitals.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
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  15. Methods and Tools Used to Estimate the Shortages of Medical Staff in European Countries-Scoping Review.International journal of environmental research and public health · 2023
    Article
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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

3 authors.

Mário Amorim LopesINESC TEC, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal. mario.lopes@fe.up.pt.
Álvaro Santos AlmeidaFaculdade de Economia, Universidade do Porto, Porto, Portugal. almeida@fep.up.pt.
Bernardo Almada-LoboINESC TEC, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal. almada.lobo@fe.up.pt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPlanning the health-care workforce required to meet the health needs of the population, while providing service levels that maximize the outcome and minimize the financial costs, is a complex task. The problem can be described as assessing the right number of people with the right skills in the right place at the right time, to provide the right services to the right people. The literature available on the subject is vast but sparse, with no consensus established on a definite methodology and technique, making it difficult for the analyst or policy maker to adopt the recent developments or for the academic researcher to improve such a critical field.

methodsWe revisited more than 60 years of documented research to better understand the chronological and historical evolution of the area and the methodologies that have stood the test of time. The literature review was conducted in electronic publication databases and focuses on conceptual methodologies rather than techniques.

resultsFour different and widely used approaches were found within the scope of supply and three within demand. We elaborated a map systematizing advantages, limitations and assumptions. Moreover, we provide a list of the data requirements necessary to implement each of the methodologies. We have also identified past and current trends in the field and elaborated a proposal on how to integrate the different methodologies.

conclusionMethodologies abound, but there is still no definite approach to address HHR planning. Recent literature suggests that an integrated approach is the way to solve such a complex problem, as it combines elements both from supply and demand, and more effort should be put in improving that proposal.

Indexed as

Delivery of Health CareHealth PersonnelHealth PlanningHealth PolicyHealth ServicesPersonnel ManagementHealth Services Needs and DemandHumansWorkforce

Identifiers

PMID26003337
PMCPMC4464124

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.