Evidence map›Paper›PMID 41216757›Full record

ArticleGlobal health action2025

Food labelling in India: a scoping review of consumer engagement, comprehension, and purchase behaviour.

Maneesha Pahlani, Kandarp Narendra Talati, Sandra Lopez-Arana, Prakash Narayanan

Abstract readScoping Review
In one paragraph

Article in Global health action, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

4 authors.

Maneesha PahlaniDepartment of Global Public Health Policy and Governance, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India.ORCID 0009-0009-6569-8415
Kandarp Narendra TalatiDepartment of Global Public Health Policy and Governance, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India.ORCID 0000-0002-8082-3781
Sandra Lopez-AranaSchool of Nutrition and Dietetics, Faculty of Medicine, Finis Terrae University, Providencia, Chile.ORCID 0000-0002-4312-1318
Prakash NarayananDepartment of Global Public Health Policy and Governance, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India.ORCID 0000-0001-9361-3989

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amid rising packaged food consumption in India and its associated health risks - including obesity and non-communicable diseases - this scoping review synthesised India-specific evidence on consumer awareness, comprehension, and behavioural responses to food labels on pre-packaged products. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews checklist and Arksey and O'Malley framework, five databases (PubMed, Scopus, Embase, Web of Science, and CINAHL) and Google Scholar were searched for peer-reviewed primary studies conducted in India between 2014 and 2024. Studies were included if they assessed food label literacy, interpretation, or use in purchase behaviour in Indian settings. Thirty-two studies were included, covering diverse populations and geographic settings. Bibliometric synthesis showed a predominance of cross-sectional knowledge, attitudes, and practices studies, with limited experimental or multidisciplinary research. Findings were organised into three analytical themes: a) determinants of food label literacy, including socio-demographic and cognitive factors; b) consumer perceptions of label components, their placement on packaging, visual appeal, and cognitive utility; and c) behavioural implications of label engagement and its perceived influence on purchase intentions. Evidence from this review highlights persistent gaps between label awareness, engagement, and purchase intentions. To inform policy and practice - and to advance Sustainable Development Goal 3 (Target 3.4 - reducing premature mortality from non-communicable diseases) & Goal 12 (Target 12.8 - promoting awareness and information access) - future research should prioritise experimental and implementation-focused designs tailored to India's demographic, cultural, and market heterogeneity.

Indexed as

ComprehensionConsumer BehaviorFood LabelingHealth Knowledge, Attitudes, PracticeHumansIndiafood policyfront-of-package labellinghealth promotionnutrition literacySustainable Development Goals

Identifiers

PMID41216757
PMCPMC12608109

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.