ArticleInsects2026
Economic Value, Relative Vulnerability and Honeybee Colony Supply-Demand Imbalance in Chinese Agriculture, 2010-2024.
Article in Insects, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Managed honeybee colonies contribute to agriculture through multiple ecosystem services. However, the contribution of honeybees is often assessed through bee products rather than through the crop pollination services they provide. This study quantified the economic value, relative vulnerability and supply-demand imbalance of honeybee pollination in Chinese agriculture from 2010 to 2024. Using crop production, gross production value, harvested area and managed colony data, combined with crop-specific pollination-dependence coefficients, we estimated pollination function quantity, service value, relative vulnerability, theoretical colony demand and supply gaps. Benchmark pollination service value increased from US$114.27 billion in 2010 to US$247.02 billion in 2024, while pollination-attributable output increased from 203.92 million tonnes to 274.73 million tonnes. In 2024, 36.94% of selected crop value was exposed to pollination dependence, with vegetables and fruits contributing more than 93% of total benchmark value. Effective honeybee supply was estimated at 5.73 million colonies in 2024, resulting in a substantial supply deficit of 68.00 million colonies and a demand-to-effective-supply ratio of 12.88 under the benchmark scenario. Despite sensitivity to colony-use assumptions, the demand-supply gap remained persistent across alternative specifications. These results show that China's high-value agriculture increasingly depends on pollination services while managed pollination capacity remains far below theoretical demand.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.