ArticleScientific reports2026
The impact of new-quality agricultural productivity on green total factor productivity in agriculture.
Article in Scientific reports, 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
2 authors.
Funding
Abstract
The evolution in the quality of production factors offers the opportunity to improve extensive agricultural production and advance green agricultural development. This study analyses panel data from 30 Chinese provinces to measure the levels of new-quality agricultural productivity (NQAP) and agricultural green total factor productivity (AGTFP). The study then analyses their spatial evolution characteristics and examines the impact of NQAP on AGTFP alongside the underlying mechanisms. Findings indicate that NQAP is unevenly distributed, and is higher in the east and lower in the west, and higher in the south and lower in the north. The AGTFP displays a "high-high, low-low" spatial distribution. NQAP significantly enhances AGTFP, and the promotional effect is regionally heterogeneous. Regionally, the ranking of NQAP's contribution to improved AGTFP is highest in the western region, followed in descending order by the eastern region, central region, and balanced production-consumption regions, major grain-producing regions, and major grain-consuming regions. NQAP enhances AGTFP by improving green efficiency change (GEC); NQAP's overall impact on green technological change (GTC) is not significant but has distinct threshold characteristics. The government agricultural support intensity (GOVS)and government environmental concern (GOVC) can amplify the effectiveness of NQAP. These findings provide quantitative evidence and theoretical support for developing NQAP and enhancing AGTFP.
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.