Evidence map›Paper›PMID 32669760›Full record

ArticleEnergy for sustainable development : the journal of the International Energy Initiative2020

The Role of Education and Attitudes in Cooking Fuel Choice: Evidence from two states in India.

Carlos F Gould, Johannes Urpelainen

Abstract read
In one paragraph

Article in Energy for sustainable development : the journal of the International Energy Initiative, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Factors affecting access to clean cooking fuel among rural households in India during COVID-19 pandemic.Energy for sustainable development : the journal of the International Energy Initiative · 2022
    Article
  6. Article
  7. Article
  8. Article
  9. The Role of Education and Attitudes in Cooking Fuel Choice: Evidence from two states in India.Energy for sustainable development : the journal of the International Energy Initiative · 2020
    Article
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

2 authors.

Carlos F GouldColumbia University Mailman School of Public Health.
Johannes UrpelainenJohns Hopkins SAIS.

Funding

Supplemental Training in Making Data FAIR and AI/ML ReadyT32ES007322 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Pam R Factor-Litvak, Allison Kupsco · 2000 to 2026
$12.1M
IMSD at Columbia's Mailman School of Public HealthR25GM062454 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GOLDSMITH, JEFF, MARTINS, SILVIA SABOIA · 2002 to 2019
$7.3M
Interdisciplinary Training in Climate and HealthT32ES023770 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI SHAMAN, JEFFREY L · 2014 to 2019
$1.5M
NIEHS NIH HHS T32 ES007322NIEHS NIH HHS T32 ES023770NIGMS NIH HHS R25 GM062454
6 · The paper itself

Abstract

Widespread adoption of clean cooking fuels is a necessary step toward reducing household air pollution and improving population health. Here we use large-scale surveys (10,000 households) from two Indian states, Kerala and Rajasthan, to examine how education and attitudes toward cooking associate with the adoption of liquefied petroleum gas (LPG), India's most popular clean cooking fuel. We report three main results. First, education is a strong predictor of LPG adoption. Second, perceptions that LPG is good and affordable and progressive health-related perceptions are associated with LPG ownership. Third, and surprisingly, education does not predict positive attitudes toward clean cooking fuels. These results suggest that education leads to LPG adoption, but not through attitudinal changes. Further research should examine the mediators of the observed robust education-adoption association.

Indexed as

behavior changeclean cookingenergy povertyIndiatechnology adoption

Identifiers

PMID32669760
PMCPMC7363404

What OpenQuestion holds

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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.