Evidence map›Paper›PMID 32471421›Full record

Observational studyHuman resources for health2020

Gender inequality in the health workforce in the midst of achieving universal health coverage in Mexico.

Julio César Montañez-Hernández, Jacqueline Elizabeth Alcalde-Rabanal, Gustavo Humberto Nigenda-López, Gladis Patricia Aristizábal-Hoyos, Lorena Dini

Erratum issuedOpen access · goldAbstract readObservational Study
In one paragraph

Observational study in Human resources for health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.8field-weighted citation impact, top 12% 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, 15 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 4 institutions in 3 countries.

Julio César Montañez-HernándezNational Institute of Public Health, Avenida Universidad 655, 62100, Col Santa María de Ahuacatitlán, CP, Mexico.
Jacqueline Elizabeth Alcalde-RabanalNational Institute of Public Health, Avenida Universidad 655, 62100, Col Santa María de Ahuacatitlán, CP, Mexico. jackeline.alcalde@gmail.com.ORCID 0000-0002-9172-2302
Gustavo Humberto Nigenda-LópezNational School of Nursing and Obstetrics, National Autonomous University of Mexico, Camino Viejo a Xochimilco y Viaducto Tlalpan, Huipulco, 14370, Mexico City, Mexico.
Gladis Patricia Aristizábal-HoyosNational Autonomous University of Mexico, Av. De Los Barrios 1, Hab. Los Reyes Ixtacala Barrio de los Árboles/Barrio de los Héroes, 54090, Tlalnepantla de Baz, State of Mexico, Mexico.
Lorena DiniCharité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Allgemeinmedizin, Charitéplatz 1, 10117, Berlin, Germany.
Universidad Nacional Autónoma de México · MXHumboldt-Universität zu Berlin · DEInstituto Nacional de Salud Pública · MXNational Institute of Public Health · KH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe third Sustainable Development Goal aims to ensure healthy lives and to promote well-being for all at all ages. The health system plays a key role in achieving these goals and must have sufficient human resources in order to provide care to the population according to their needs and expectations.

methodsThis paper explores the issues of unemployment, underemployment, and labor wastage in physicians and nurses in Mexico, all of which serve as barriers to achieving universal health coverage. We conducted a descriptive, observational, and longitudinal study to analyze the rates of employment, underemployment, unemployment, and labor wastage during the period 2005-2017 by gender. We used data from the National Occupation and Employment Survey. Calculating the average annual rates (AAR) for the period, we describe trends of the calculated rates. In addition, for 2017, we calculated health workforce densities for each of the 32 Mexican states and estimated the gaps with respect to the threshold of 4.45 health workers per 1000 inhabitants, as proposed in the Global Strategy on Human Resources for Health.

resultsThe AAR of employed female physicians was lower than men, and the AARs of qualitative underemployment, unemployment, and labor wastage for female physicians are higher than those of men. Female nurses, however, had a higher AAR in employment than male nurses and a lower AAR of qualitative underemployment and unemployment rates. Both female physicians and nurses showed a higher AAR in labor wastage rates than men. The density of health workers per 1000 inhabitants employed in the health sector was 4.20, and the estimated deficit of workers needed to match the threshold proposed in the Global Strategy is 70 161 workers distributed among the 16 states that do not reach the threshold.

conclusionsWe provide evidence of the existence of gender gaps among physicians and nurses in the labor market with evident disadvantages for female physicians, particularly in labor wastage. In addition, our results suggest that the lack of physicians and nurses working in the health sector contributes to the inability to reach the health worker density threshold proposed by the Global Strategy.

Indexed as

FemaleHealth WorkforceHumansLongitudinal StudiesMaleMexicoNursesPhysiciansResidence CharacteristicsSex DistributionSocioeconomic FactorsUnemploymentUniversal Health InsuranceEmploymentGender inequalityLabor wastageNursesPhysicians

Identifiers

PMID32471421
PMCPMC7260833
OpenAlexW3032594922

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.