Evidence map›Paper›PMID 41341842›Full record

ArticleiScience2025

Cultural dynamics and endogeneity in psychological drivers of adoption of community-based water purification technology in rural India.

Mithun Raj, Saket Pande, Maneesha Vinodini Ramesh

Abstract read
In one paragraph

Article in iScience, 2025. 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
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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

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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.

Mithun RajAmrita School for Sustainable Futures, Amrita Vishwa Vidyapeetham, Amritapuri, India.
Saket PandeDepartment of Water Management, Delft University of Technology, Delft, the Netherlands.
Maneesha Vinodini RameshAmrita School for Sustainable Futures, Amrita Vishwa Vidyapeetham, Amritapuri, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the behavioral drivers of technology adoption is critical to promoting public health in rural areas, particularly in the context of safe drinking water. This study investigates the psychological determinants of adopting a community-based water purification technology deployed in 300 rural communities. Using a two-stage regression framework, we correct for endogeneity in behavioral models, showing that adoption itself can reshape psychological drivers such as perceived benefits and descriptive norms. Cultural factors, measured through Hofstede's dimensions and World Values Survey constructs, serve as instrumental variables to address reverse causality. Our findings reveal that cultural factors such as generalized morality, belief in hard work, and collectivism indirectly shape adoption behavior by influencing psychological perceptions. These results offer methodological and practical contributions by demonstrating how culturally informed interventions, aligned with community values, can enhance the long-term adoption of water purification initiatives.

Indexed as

environmental issuesenvironmental sciencehydrologypsychologysocial sciences

Identifiers

PMID41341842
PMCPMC12670939

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.