ArticleEnvironmental engineering science2022
A Path Toward Systemic Equity in Life Cycle Assessment and Decision-Making: Standardizing Sociodemographic Data Practices.
Article in Environmental engineering science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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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.
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Who cites it
6 citing papers in PubMed.
- Development of an Equity Metric for Infrastructure Service Performance Assessment.Risk analysis : an official publication of the Society for Risk Analysis · 2025Article
- A Co-Created, Community-Informed Model for Electric Vehicle Adoption in Disadvantaged Communities.Transportation research. Part D, Transport and environment · 2025Article
- Embed systemic equity throughout industrial ecology applications: How to address machine learning unfairness and bias.Journal of industrial ecology · 2024Article
- A multi-scale lifecycle and technoeconomic framework for higher education fleet electrification.Scientific reports · 2024Article
- Sustainability and Equity in Urban Development (S&EUD): A Content Analysis of "Bright Spots" from the Accelerating City Equity (ACE) Project.Sustainability · 2023Article
- Toward equitable coastal community resilience: Incorporating principles of equity and justice in coastal hazard adaptation.Cambridge prisms. Coastal futures · 2023Review
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Social equity has been a concept of interest for many years, gaining increased focus from energy and environmental communities. The equitable development, collection, and reporting of sociodemographic data (e.g., data related to socioeconomic status, race, and ethnicity) are needed to help meet several of the United Nations Sustainable Development Goals (i.e., Affordable and Clean Energy; Reduce Inequalities; Peace, Justice and Strong Institutions; and Partnerships for the Goals). Yet, there has not been a consolidation of relevant concepts and application framing in energy and environmental life cycle assessment and decision-making practices. Our study aims to help fill this gap by consolidating existing knowledge on relevant equity applications, providing examples of sociodemographic data needs, and presenting a path toward a more holistic equity administration. In this critique, we present a framework for integrating equity in energy and environmental research and practitioner settings, which we call systemic equity. Systemic equity requires the simultaneous and effective administration of resources (i.e., distributive equity), policies (i.e., procedural equity), and addressing the cultural needs of the systematically marginalized (i.e., recognitional equity). To help provide common language and shared understanding for when equity is ineffectively administered, we present ostensible equity (i.e., when resource and policy needs are met, but cultural needs are inadequately met), aspirational equity (i.e., when policy and cultural needs are met, but resources are inadequate), and exploitational equity (i.e., when resource and cultural needs are met, but policies are inadequate). We close by establishing an adaptive 10-step process for developing standard sociodemographic data practices. The systemic equity framework and 10-step process are translatable to other practitioner and research communities. Nonetheless, energy and environmental scientists, in collaboration with transdisciplinary stakeholders, should administer this framework and process urgently.
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