ArticleNational science review2022
Substantial transition to clean household energy mix in rural China.
Article in National science review, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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
24 citing papers in PubMed.
- Household Energy Infrastructure, Cooking Fuel Use, and Mental Health Among Older Adults in Rural China.International journal of geriatric psychiatry · 2026Article
- China's Low-Carbon Energy Transition Over the Past Two Decades: Experiences and Implications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Indoor and outdoor air pollution exposure in relation to incident symptomatic knee osteoarthritis: a 10-year longitudinal cohort study in China.BMC public health · 2026Article
- Both emissions and ageing altered brown carbon aerosols in the East Asian outflow.Scientific reports · 2026Article
- General practitioners' perspectives on household energy insecurity across healthcare settings in Henan Province, China.Frontiers in public health · 2026Article
- Urban-rural heterogeneity in the association of indoor air pollution exposure with early childhood development among children aged 0-5 years in a Chinese plateau area.BMC public health · 2025Article
- Optical emission inventory of carbonaceous aerosol from the residential sector in China.Scientific data · 2025Article
- Trends in the sizes and carbonaceous fractions of primary emitted particulate matter in China from 1960 to 2019.National science review · 2025Article
- Combustion-related isoprene contributes substantially to the formation of wintertime secondary organic aerosols.National science review · 2025Article
- Mitigating household air pollution exposure through kitchen renovation.Environmental science and ecotechnology · 2025Article
- Unclean but affordable solid fuels effectively sustained household energy equity.Nature communications · 2024Article
- Effects of a coal to clean heating policy on acute myocardial infarction in Beijing: a difference-in-differences analysis.The Lancet. Planetary health · 2024Article
- Mitigating black carbon emissions: key drivers in residential usage and coke/brick production.National science review · 2024Article
- Substantial differences in source contributions to carbon emissions and health damage necessitate balanced synergistic control plans in China.Nature communications · 2024Article
- Widespread 2013-2020 decreases and reduction challenges of organic aerosol in China.Nature communications · 2024Article
- Housing conditions, cooking fuels, and health-related quality of life among rural middle-aged and elderly in northwest China: A ten-year balanced panel study.Preventive medicine reports · 2024Article
- Quantifying the Resilience of Coal Energy Supply in China Toward Carbon Neutrality.Research (Washington, D.C.) · 2024Article
- Char dominates black carbon aerosol emission and its historic reduction in China.Nature communications · 2023Article
- Costs and health benefits of the rural energy transition to carbon neutrality in China.Nature communications · 2023Article
- Threat of air pollution in the cleanest plateau.Innovation (Cambridge (Mass.)) · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
31 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The household energy mix has significant impacts on human health and climate, as it contributes greatly to many health- and climate-relevant air pollutants. Compared to the well-established urban energy statistical system, the rural household energy statistical system is incomplete and is often associated with high biases. Via a nationwide investigation, this study revealed high contributions to energy supply from coal and biomass fuels in the rural household energy sector, while electricity comprised ∼20%. Stacking (the use of multiple sources of energy) is significant, and the average number of energy types was 2.8 per household. Compared to 2012, the consumption of biomass and coals in 2017 decreased by 45% and 12%, respectively, while the gas consumption amount increased by 204%. Increased gas and decreased coal consumptions were mainly in cooking, while decreased biomass was in both cooking (41%) and heating (59%). The time-sharing fraction of electricity and gases (E&G) for daily cooking grew, reaching 69% in 2017, but for space heating, traditional solid fuels were still dominant, with the national average shared fraction of E&G being only 20%. The non-uniform spatial distribution and the non-linear increase in the fraction of E&G indicated challenges to achieving universal access to modern cooking energy by 2030, particularly in less-developed rural and mountainous areas. In some non-typical heating zones, the increased share of E&G for heating was significant and largely driven by income growth, but in typical heating zones, the time-sharing fraction was <5% and was not significantly increased, except in areas with policy intervention. The intervention policy not only led to dramatic increases in the clean energy fraction for heating but also accelerated the clean cooking transition. Higher income, higher education, younger age, less energy/stove stacking and smaller family size positively impacted the clean energy transition.
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.