Evidence map›Paper›PMID 39621105›Full record

ReviewDiabetologia2025

Evidence on the effectiveness and equity of population-based policies to reduce the burden of type 2 diabetes: a narrative review.

Joreintje D Mackenbach, Josine M Stuber, Joline W J Beulens

Abstract readReview
In one paragraph

Review in Diabetologia, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. The impact of public policy on socioeconomic equity in physical activity: a systematic review.The international journal of behavioral nutrition and physical activity · 2026
    Pooled it
  2. Article
  3. Article
  4. Review
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

3 authors.

Joreintje D MackenbachAmsterdam UMC location Vrije Universiteit, Epidemiology and Data Science, Amsterdam, the Netherlands. j.mackenbach@amsterdamumc.nl.ORCID http://orcid.org/0000-0002-2783-721X
Josine M StuberAmsterdam UMC location Vrije Universiteit, Epidemiology and Data Science, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0001-7825-018X
Joline W J BeulensAmsterdam UMC location Vrije Universiteit, Epidemiology and Data Science, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0003-4521-9500

Funding

Dutch Ministry of Education, Culture, and Science and the Netherlands Organization for Scientific Research 024.004.017Horizon 2020 Framework Programme 874627
6 · The paper itself

Abstract

There is increasing evidence for the effectiveness of population-based policies to reduce the burden of type 2 diabetes. Yet, there are concerns about the equity effects of some policies, whereby socioeconomically disadvantaged populations are not reached or are adversely affected. There is a lack of knowledge on the effectiveness and equity of policies that are both population based (i.e. targeting both at-risk and low-risk populations) and low agency (i.e. not requiring personal resources to benefit from the policy). In this narrative review, we selected 16 policies that were both population based and low agency and reviewed the evidence on their effectiveness and equity. Substantial evidence suggests that fruit and vegetable subsidies, unhealthy food taxes, mass media campaigns, and school nutrition and physical activity education are effective in promoting healthier lifestyle behaviours. Less evidence was available for mandatory food reformulation, reduced portion sizes, marketing restrictions and restriction of availability and promotion of unhealthy products, although the available evidence suggested that these policies were effective in reducing unhealthy food choices. Effects could rarely be quantified across different studies due to substantial heterogeneity. There is an overall lack of evidence on equity effects of population-based policies, although available studies mostly concluded that the policies had favourable equity effects, with the exception of food-labelling policies. Each of the policies is likely to have a relatively modest effect on population-level diabetes risks, which emphasises the importance of combining different policy measures. Future research should consider the type of evidence needed to demonstrate the real-world effectiveness and equity of population-based diabetes prevention policies.

Indexed as

Community Health PlanningDiabetes Mellitus, Type 2Health EquityHealth PolicyHealth PromotionSense of AgencyCost-Effectiveness AnalysisCost of IllnessHumansAgencyObesityPopulation-level approachesPreventionReviewWHO Best Buys

Identifiers

PMID39621105
PMCPMC11732888

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.