Evidence map›Paper›PMID 33917974›Full record

ArticleNutrients2021

Examining Heterogeneity of Food Fortification and Biofortification Business Models: Emerging Evidence for a Typology.

Baqir Lalani, Rania Hassan, Ben Bennett

Abstract read
In one paragraph

Article in Nutrients, 2021. 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. Review
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.

Baqir LalaniNatural Resources Institute, Medway Campus, University of Greenwich, Central Avenue, Chatham Maritime, Kent ME4 4TB, UK.ORCID 0000-0001-8287-3283
Rania HassanNatural Resources Institute, Medway Campus, University of Greenwich, Central Avenue, Chatham Maritime, Kent ME4 4TB, UK.ORCID 0000-0001-7525-3641
Ben BennettNatural Resources Institute, Medway Campus, University of Greenwich, Central Avenue, Chatham Maritime, Kent ME4 4TB, UK.ORCID 0000-0003-3260-3212

Funding

European Commission (SPOA: No 2019/02).
6 · The paper itself

Abstract

Efforts to address Micronutrient deficiencies (MNDs) in lower-and middle-income countries (LMICs) have been gaining pace in recent years. Commodities such as staple foods (e.g., cereals, roots, and tubers) and condiments (e.g., salt) have been targeted as 'vehicles' for fortification and biofortification through numerous projects and initiatives. To date, there have been mixed experiences with delivery and coverage with very little documented on the range of business models applied in different geographies, business conditions and polities and this makes classification and measurement of success and failure difficult. This research aims to address this gap in knowledge through proposing a typology that clarifies similarities (internal heterogeneity) and differences (external heterogeneity) between models and that can allow all types to be defined by the combination of attributes. Building on a comprehensive literature review; NVivo was used to code initiatives from 34 key references (955 cases in total) which have been grouped into 17 categories. Using non-metric multidimensional scaling (NMDS) we find evidence of four business model groupings that typify fortification initiatives: (1) Large-scale private, unregulated, (2) Mixed-Scale, private, unregulated (3) Large-scale, public-private, regulated; and (4) Large-scale, private, regulated. We characterise these four groups with country examples and suggest that this typology can help the discourse around viability of food fortification initiatives.

Indexed as

BiofortificationFood, FortifiedModels, EconomicCluster AnalysisDeveloped CountriesDeveloping CountriesOwnershipSocial Control, Formalbiofortificationbusiness modelsfortificationnonmetric dimensional scaling (NMDS)typologies

Identifiers

PMID33917974
PMCPMC8068339

What OpenQuestion holds

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LicenceCC BY
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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.