Evidence map›Paper›PMID 42586973›Full record

ArticleNPJ microgravity2026

Interactive causal diagram of habitat design impacts on behavioral health and performance in extreme environments.

Mich Lin, Lu Chen, Katya Arquilla

Abstract read
In one paragraph

Article in NPJ microgravity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Mich LinDepartment of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, MA, USA. shuyulin@mit.edu.ORCID http://orcid.org/0000-0001-9845-6652
Lu ChenDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0009-0009-5351-085X
Katya ArquillaSmead Department of Aerospace Engineering Sciences, University of Colorado Boulder, Boulder, CO, USA.ORCID http://orcid.org/0000-0002-7406-1012

Funding

NASA 80NSSC22K1222
6 · The paper itself

Abstract

As crewed long-duration space exploration missions become increasingly Earth-independent and reliant on onboard technology, risks due to human-system incompatibility become critical to address. In a space habitat, establishing objective and meaningful relationships between the individual and the environment has been challenging due to multidirectional influences between system components. Feedback loops between behavioral health processes and outcomes complicate characterization of influence within the system. Yet, it remains crucial for habitat designers and stakeholders to trade design decisions and their associated risks. In this work, we have created a risk mapping of the impact of habitat design to behavioral health and performance outcomes in isolated, confined, and extreme environments. We leverage a Directed Acyclic Graph (DAG) to formalize habitat design parameters as powerful mediators between mission stressors and behavioral health outcomes. To represent the DAG accessibly, we created the Human-Environment Connection & Interaction Atlas ( https://hecia.space ), an interactive open-source platform. We conducted expert and user interviews to evaluate the underlying DAG and the usability of the tool. Herein, we present our novel development of a risk map that links habitat design and behavioral health, as well as an interactive visualization that can provide a basis for accessible communication of complex systems.

Identifiers

PMID42586973
PMCPMC13470023

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.