Evidence map›Paper›PMID 37732021›Full record

ArticlePreventive medicine reports2023

Associations between county-level public health expenditures and community health planning activities with COVID-19 incidence and mortality.

Richard Liang, Mathew V Kiang, Philip Grant, Christian Jackson, David H Rehkopf

Abstract read
In one paragraph

Article in Preventive medicine reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Richard LiangStanford University School of Medicine, Department of Epidemiology and Population Health, Alway Building, 300 Pasteur Drive, Stanford, CA 94305, United States.
Mathew V KiangStanford University School of Medicine, Department of Epidemiology and Population Health, Alway Building, 300 Pasteur Drive, Stanford, CA 94305, United States.
Philip GrantStanford University School of Medicine, Department of Medicine - Infectious Diseases, 300 Pasteur Drive, Lane Building 134, Stanford, CA 94305, United States.
Christian JacksonStanford University School of Medicine, Department of Epidemiology and Population Health, Alway Building, 300 Pasteur Drive, Stanford, CA 94305, United States.
David H RehkopfStanford University School of Medicine, Department of Epidemiology and Population Health, Alway Building, 300 Pasteur Drive, Stanford, CA 94305, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic has revealed consequences of past defunding of the U.S. public health system, but the extent to which public health infrastructure is associated with COVID-19 burden is unknown. We aimed to determine whether previous county-level public health expenditures and community health planning activities are associated with COVID-19 cases and deaths. We examined 3050 of 3143 U.S. counties and county equivalents from March 1, 2020 to February 28, 2022. Multivariable-adjusted linear regression and generalized additive models were used to estimate associations between county-level public health expenditures and completion of community health planning activities by a county health department with outcomes of county-level COVID-19 cases and deaths per 100,000 population. After adjusting for county-level covariates, counties in the highest tertile of public health expenditures per capita had on average 542 fewer COVID-19 cases per 100,000 population (95% CI, -1004 to -81) and 21 fewer deaths per 100,000 population (95% CI, -32 to -10) than counties in the lowest tertile. For analyses of community health planning activities, adjusted estimates of association remained negative for COVID-19 deaths, but confidence intervals included negative and positive values. In conclusion, higher levels of local public health expenditures and community health planning activities were associated with fewer county-level COVID-19 deaths, and to a lesser extent, cases. Future public health funding should be aligned with evidence for the value of county health departments programs and explore further which types of spending are most cost effective.

Indexed as

COVID-19Data LinkageLocal Health DepartmentsPublic Health FinancePublic Health InfrastructureSocial Determinants of Health

Identifiers

PMID37732021
PMCPMC10507150

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.