Evidence map›Paper›PMID 34684582›Full record

ArticleNutrients2021

Type 2 Diabetes-Related Health Economic Impact Associated with Increased Whole Grains Consumption among Adults in Finland.

Janne Martikainen, Kari Jalkanen, Jari Heiskanen, Piia Lavikainen, Markku Peltonen, Tiina Laatikainen, Jaana Lindström

Open access · goldAbstract read
In one paragraph

Article in Nutrients, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.6field-weighted citation impact, top 10% 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

7 citing papers in PubMed, 15 citations in OpenAlex.

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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

7 authors at 2 institutions in 1 country.

Janne MartikainenSchool of Pharmacy, University of Eastern Finland, 70211 Kuopio, Finland.
Kari JalkanenSchool of Pharmacy, University of Eastern Finland, 70211 Kuopio, Finland.
Jari HeiskanenSchool of Pharmacy, University of Eastern Finland, 70211 Kuopio, Finland.
Piia LavikainenSchool of Pharmacy, University of Eastern Finland, 70211 Kuopio, Finland.
Markku PeltonenDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, 00271 Helsinki, Finland.
Tiina LaatikainenDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, 00271 Helsinki, Finland.
Jaana LindströmDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, 00271 Helsinki, Finland.ORCID 0000-0001-9255-020X
University of Eastern Finland · FIFinnish Institute for Health and Welfare · FI

Funding

International Association for Cereal Science and Technology
6 · The paper itself

Abstract

The prevalence of type 2 diabetes (T2D) is increasing rapidly worldwide. A healthy diet supporting the control of energy intake and body weight has major importance in the prevention of T2D. For example, a high intake of whole grain foods (WGF) has been shown to be inversely associated with risk for T2D. The objective of the study was to estimate the expected health economic impacts of increased WGF consumption to decrease the incidence of T2D in the Finnish adult population. A health economic model utilizing data from multiple national databases and published scientific literature was constructed to estimate these population-level health economic consequences. Among the adult Finnish population, increased WGF consumption could reduce T2D-related costs between 286€ and 989€ million during the next 10-year time horizon depending on the applied scenario (i.e., a 10%-unit increase in a proportion of daily WGF users, an increased number (i.e., two or more) of WGF servings a day, or alternatively a combination of these scenarios). Over the next 20-30 years, a population-wide increase in WGF consumption could lead to much higher benefits. Furthermore, depending on the applied scenario, between 1323 and 154,094 quality-adjusted life years (QALYs) could be gained at the population level due to decreased T2D-related morbidity and mortality during the next 10 to 30 years. The results indicate that even when the current level of daily WGF consumption is already at a relatively high-level in a global context, increased WGF consumption could lead to important health gains and savings in the Finnish adult population.

Indexed as

Feeding BehaviorHealth Care CostsWhole GrainsAdultCohort StudiesDiabetes Mellitus, Type 2FinlandHumansMarkov ChainsProbabilityQuality-Adjusted Life Yearscost saving analysisdiabeteshealthcare costsnutrition economicsquality-adjusted life yearswhole grains

Identifiers

PMID34684582
PMCPMC8541656
OpenAlexW3206158207

What OpenQuestion holds

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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.