ArticleHeliyon2024
The potential impact of digital economy on energy poverty in the context of Chinese provinces.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 19 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
19 citing papers in PubMed.
- Evaluating sports complex sustainable supply chains: A prospective assessment technique method of moments quantile regression research.PloS one · 2025Article
- Machine learning-based anomaly detection and prediction in commercial aircraft using autonomous surveillance data.PloS one · 2025Article
- Analyzing the influence of financial technology and environmental taxation on energy transformation in BRI nations.Heliyon · 2024Article
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- Evaluating the mitigating potential of tourism on economic growth-induced ecological footprint: Insights from Asian countries.Heliyon · 2024Article
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- Sustainable management of family life and finance in the context of digital capabilities - data flow dynamics.Heliyon · 2024Article
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- Econometric analysis of factors influencing electricity consumption in Spain: Implications for policy and pricing strategies.Heliyon · 2024Article
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- The utilization of renewable energy and the economic potential of offshore wind power supported by digital finance.Heliyon · 2024Article
- Role of big data and technological advancements in monitoring and development of smart cities.Heliyon · 2024Article
- The nexus of poverty energy in China's industrial productive efficiency and energy transition in digital economy.Heliyon · 2024Article
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- Exploring sustainable healthcare: Innovations in health economics, social policy, and management.Heliyon · 2024Article
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Corrections and comments
- Retraction · 2025-03-18Concerns/Issues about Authorship/Affiliation · Investigation by Journal/Publisher · Unreliable Results and/or Conclusions ·
- Retracted
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study focused on exploring the impact of the digital economy (DE) on energy poverty (EP) across Chinese provinces from 2004 to 2018, motivated by the critical need to understand how technological advancements in the digital sector influence energy accessibility and sustainability. Conducted against the backdrop of global digital transformation, the research aimed to dissect the nuanced ways in which the DE contributes to mitigating EP, employing dynamic panel threshold and indirect effect models to capture both the direct and nuanced, and intermediate effects of digital progress on energy deprivation. Key findings revealed a significant reduction in EP attributed to the advancements in DE, with the most notable improvements observed in Eastern China where strategic energy policies and management practices enhanced the positive impacts of digitalization. The study highlighted the DE's role in improving energy access, efficiency, and environmental sustainability, although it also pointed out the potential for regressive effects in areas with lower levels of technological advancement. These findings are of substantial value as they offer empirical evidence of the DE's capacity to alleviate EP, underlining the importance of integrating digital strategies into energy policy planning. The research provides critical insights for policymakers, stakeholders in the energy sector, and scholars interested in the synergies between digital innovation and energy security, suggesting that leveraging digital technologies could accelerate efforts towards achieving sustainable energy access and combating energy poverty in China and potentially in other contexts facing similar challenges.
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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.