Evidence map›Paper›PMID 39968133›Full record

ReviewHeliyon2025

Foxtail millet research in supporting climate change resilience efforts: Bibliometric analysis and focused literature review.

Sintho Wahyuning Ardie, Rizki Bagus Nugroho, Andi Dirpan, Muhammad Fuad Anshori

Abstract readReview
In one paragraph

Review in Heliyon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

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

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

  1. Pooled it
  2. Abiotic Stress Tolerance in Foxtail Millet (Plants (Basel, Switzerland) · 2026
    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

4 authors.

Sintho Wahyuning ArdieDepartment of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor, 11680, Indonesia.
Rizki Bagus NugrohoPlant Breeding and Biotechnology Study Program, Graduate School, IPB University, Bogor, 11680, Indonesia.
Andi DirpanDepartment of Agricultural Technology, Hasanuddin University, Makassar, 90245, Indonesia.
Muhammad Fuad AnshoriResearch Group for Post-Harvest Technology and Biotechnology, Makassar, 90245, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Foxtail millet is part of the millet group but is less popular than sorghum and pearl millet. Nevertheless, the potential of this plant is considered promising for diversifying food nutrition, health products, feed, biofuel, and several other uses, as indicated by various publications, including review articles. However, studies, analyses, and development trends of foxtail millet are lacking, and the current development status of foxtail millet and future projections cannot be systematically identified. Bibliometric analysis offers a method to clarify the current state of the development and interaction of a study topic for systematic analysis. Therefore, this study conducted a bibliometric review to examine the development, interaction, and projections of foxtail millet research regarding publication trends, countries involved, and keywords. Publications related to foxtail millet were first mined from the Scopus database and analyzed using Biblioshiny R Studio and VOSviewer software, with 2091 Scopus documents identified as being associated with the topic of foxtail millet. A significant development occurred in 2012 when the entire foxtail millet genome was explored. The main countries that focus on developing foxtail millet are China and India. The development of foxtail millet is focused on optimizing omics-based approaches to support the use of its potential, especially in research efforts involving climate change tolerance systems. Therefore, innovation, exploration, and potential use of foxtail millet in the future will continue to develop along with submarginal land and public health problems, including in Indonesia, which has the fourth largest population globally.

Indexed as

BibliometricsClimate-resilientGenomicsSetaria italicaVOSviewer

Identifiers

PMID39968133
PMCPMC11834093

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.