Evidence map›Paper›PMID 41807275›Full record

ArticlePublic health reports (Washington, D.C. : 1974)

Estimating the Potential Supply of Newly Trained Data Scientists for Government Public Health Employment.

Robert D Kirkcaldy, Hunter Doyle, Sarah Gusman, Emily Burke, Kyle T Bernstein, Jonathon P Leider

Abstract read
In one paragraph

Article in Public health reports (Washington, D.C. : 1974). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Robert D KirkcaldyDivision of Workforce Development, National Center for State, Tribal, Local, and Territorial Public Health Infrastructure and Workforce, Centers for Disease Control and Prevention, Atlanta, GA, USA.ORCID 0000-0002-1749-4647
Hunter DoyleCenter for Public Health Systems, Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA.ORCID 0009-0005-0571-4365
Sarah GusmanAssociation of Schools and Programs of Public Health, Washington, DC, USA.
Emily BurkeAssociation of Schools and Programs of Public Health, Washington, DC, USA.ORCID 0000-0001-5534-5100
Kyle T BernsteinDivision of Workforce Development, National Center for State, Tribal, Local, and Territorial Public Health Infrastructure and Workforce, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Jonathon P LeiderCenter for Public Health Systems, Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

objectivesIn 2024, the Centers for Disease Control and Prevention and the Council of State and Territorial Epidemiologists suggested approaches, including upskilling and recruitment/hiring, to strengthen the workforce capacity in public health data science. We estimated the number of recently graduated data scientists who might be eligible for and potentially hirable into government public health jobs as a step toward filling data gaps in workforce planning.

methodsWe used data from the National Center for Education Statistics to calculate the number of data science graduates in 2023. As a proxy for interest in government public health among graduates, we used data from the Association of Schools and Programs of Public Health (graduation years 2015-2022). We multiplied the number of data science graduates from US academic institutions (from National Center for Education Statistics data) by the percentage of public health graduates who entered government public health employment (from Association of Schools and Programs of Public Health data) to estimate the number of data science graduates who might be eligible for and interested in government public health employment.

resultsIn 2023, 467 435 graduates were awarded a data science degree from a US institution. Depending on the government employment criteria, 8.3% to 15.7% of 96 578 public health graduates reported first-destination employment in government public health. The total number of data science graduates who might be eligible for and interested in government public health employment ranged from nearly 29 000 to >57 000.

conclusionsThese data contribute to the evidence base for public health workforce planning but are likely to be overestimates of supply. If the estimated supply of data scientists falls short of demand projections, staff data science upskilling and changes to academic curricula could be emphasized.

Indexed as

Data ScienceEmploymentEpidemiologistsPublic HealthHumansPublic Health InfrastructureUnited StatesWorkforcedata sciencedata scientistgovernmentpublic healthworkforce

Identifiers

PMID41807275
PMCPMC12979208

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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.