Evidence map›Paper›PMID 34967055›Full record

ArticleJournal of sleep research2022

Longitudinal and cross-sectional associations between the dietary inflammatory index and objectively and subjectively measured sleep among police officers.

Michael D Wirth, Desta Fekedulegn, Michael E Andrew, Alexander C McLain, James B Burch, Jean E Davis, James R Hébert, John M Violanti

Open access · greenAbstract read
In one paragraph

Article in Journal of sleep research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 4 pooled it
2.0field-weighted citation impact, top 13% 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

13 citing papers in PubMed, 4 syntheses or guidelines pooled it, 15 citations in OpenAlex.

  1. A Systematic Review of Nutrition Interventions for Shift Workers, With Subgroup Analysis of First Responder Populations.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2026
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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

8 authors at 3 institutions in 1 country.

Michael D WirthCollege of Nursing, University of South Carolina, Columbia, South Carolina, USA.ORCID 0000-0001-7610-8008
Desta FekedulegnBioanalytics Branch, Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia, USA.ORCID 0000-0002-1820-4373
Michael E AndrewBioanalytics Branch, Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia, USA.
Alexander C McLainDepartment of Epidemiology and Biostatistics and Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
James B BurchDepartment of Epidemiology and Biostatistics and Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
Jean E DavisCollege of Nursing, University of South Carolina, Columbia, South Carolina, USA.
James R HébertDepartment of Epidemiology and Biostatistics and Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
John M ViolantiDepartment of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, The State University of New York, Buffalo, New York, USA.
University of South Carolina · USCenters for Disease Control and Prevention · USUniversity at Buffalo, State University of New York · US

Funding

Stress and Subclinical Cardio-Metabolic Disease in Police: A Longitudinal StudyR01OH009640 · OH · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI VIOLANTI, JOHN M · 2010 to 2014
$2.7M
Stressors and Cardio-Metabolic Disease in Police: A 12-year Longitudinal StudyR01OH010807 · OH · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI VIOLANTI, JOHN M · 2015 to 2018
$2.6M
MECHANISMS OF OCCUPATIONAL NEUROPATHIESR01OH002003 · OH · DUKE UNIVERSITY · PI ABOU-DONIA, MOHAMED B · 1985 to 1988
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BUFFALO POLICE HEALTH STUDY--A BASELINE EVALUATIONR03OH003772 · OH · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI VIOLANTI, JOHN M · 1998 to 1998
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NIOSH CDC HHS R01 OH009640NIOSH CDC HHS R01 OH010807NIOSH CDC HHS R03 OH003772
6 · The paper itself

Abstract

Police officers experience exposures associated with increased inflammation, such as the stress associated with shiftwork and poor-quality diet, both of which have been shown to affect sleep duration and quality. This study examined the longitudinal and cross-sectional effects of the Energy-density Dietary Inflammatory Index (E-DII™) on objectively and subjectively measured sleep among police officers. Data were derived from the Buffalo Cardio-Metabolic Occupational Police Stress Cohort (n = 464 at baseline), with longitudinal data collected from 2004 to 2019. A food frequency questionnaire obtained estimated dietary intake from which E-DII scores were calculated. Dependent variables were objectively (Micro Motion Logger Sleep Watch™) and subjectively (Pittsburgh Sleep Quality Index) measured sleep quality and quantity. The analyses included a series of linear mixed-effects models used to examine cross-sectional and longitudinal associations between the E-DII and sleep quantity and quality. Cross-sectionally, more pro-inflammatory diets were associated with higher wake-after-sleep-onset but improved subjective sleep quality. In models accounting for both longitudinal and cross-sectional effects, for every 1-unit increase in the E-DII scores over time (representing a pro-inflammatory change), wake-after-sleep-onset increased by nearly 1.4 min (p = 0.07). This result was driven by officers who primarily worked day shifts (β = 3.33, p = 0.01). Conversely, for every 1-unit increase in E-DII score, the Pittsburgh Sleep Quality Index global score improved. More pro-inflammatory diets were associated with increased wake-after-sleep-onset, an objective measure of sleep quality. Intervention studies to reduce dietary inflammatory potential may provide greater magnitude of effect for changes in sleep quality.

Indexed as

Occupational StressSleep Wake DisordersCross-Sectional StudiesDietHumansInflammationPoliceSleepdietinflammationPittsburgh Sleep Quality Indexshiftworksleep durationsleep quality

Identifiers

PMID34967055
PMCPMC9240102
OpenAlexW4200600715

What OpenQuestion holds

Textmetadata
LicenceTDM
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.