Permanent record
RIR-2021 · Logged 13 July 2026
Assessing Social Sustainability Impacts of Metal Additive Manufacturing Adoption in Industrial Supply Chains
Metal additive manufacturing offers potential environmental and economic benefits, yet its social implications remain largely unexplored in industrial contexts. This research investigates how transitioning to additive manufacturing processes influences workforce requirements, labor conditions, and community-level social outcomes.
In plain words
As factories switch to 3D printing metal parts, what happens to the skills workers need, their working conditions and nearby communities? This social side of the change has hardly been studied.
Primary research question
How does the adoption of metal additive manufacturing technologies affect social sustainability metrics within industrial manufacturing organizations?
Knowledge gap
What remains worth asking
The source suggests that social impacts are the least studied dimension of additive manufacturing transitions. It remains useful to test how these technologies influence labor dynamics and social equity.
Potential contribution
Why it may matter
Understanding social impacts is essential for a holistic evaluation of the sustainability of additive manufacturing in industrial practice.
Academic placement
Academic fields and topic tags
Study frame: Manufacturing firms transitioning from conventional to metal additive manufacturing processes. · Method signals: Case study, Qualitative interviews, Social Life Cycle Assessment
Possible study pathways
One question, different levels
Professional master’s / MBA
Strategic management of sustainable manufacturing transitions.
Research master’s
Social sustainability indicators in advanced manufacturing.
- originality
- Moderate
- methodology
- Moderate
- Data access
- Moderate
- ethics
- Moderate
Quality and audit
82/100 quality
Safeguard-based audit was not recorded under the prior standard.
- Focuses on the least-studied dimension identified in the paper.
- Open-access scholarly source and DOI metadata verified
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Research Idea curation
- DOI and bibliographic metadata independently resolved
- Open-access status verified
- The research direction is transparently marked as AI-inferred
The public contributor code contains no name or account email.
APA 7 source
Villafranca, J., Veiga, F., Martin, M. A., Uralde, V., & Villanueva, P. (2026). Comparing Metal Additive Manufacturing with Conventional Manufacturing Technologies: Is Metal Additive Manufacturing More Sustainable?. Sustainability, 18(1), 512. https://doi.org/10.3390/su18010512
Paper abstract and discussion context; AI-inferred direction
This is an AI-inferred direction. The source authors did not state it as a recommendation.
Open source ↗