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Record W3187822298 · doi:10.1016/s2542-5196(21)00176-5

Public food procurement as a game changer for food system transformation

2021· article· en· W3187822298 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Lancet Planetary Health · 2021
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Waste Reduction and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsFood systemsSustainable agricultureBusinessProcurementFood securityGovernment (linguistics)AgriculturePurchasing powerMarketingEconomic growthEconomicsGeography

Abstract

fetched live from OpenAlex

The last decade has seen various countries, regions, and cities from low-income to high-income economies develop public food procurement (PFP) initiatives designed to use government purchasing power and regular demand for food as a policy instrument to promote sustainable development.1Swensson LFJ Tartanac F Public food procurement for sustainable diets and food systems: the role of the regulatory framework.Glob Food Secur. 2020; 25100366Crossref Scopus (10) Google Scholar These initiatives—often also referred to as institutional food procurement, including school meals programmes and purchase of food for public hospitals, prisons, universities, public building cafeterias, and other social programmes— have been increasingly recognised as an important entry point to trigger more sustainable food systems and healthy diets.2De Schutter O 2015. Institutional food purchasing as a tool for food system reform. In: Global Alliance for the Future of Food. Advancing health and well-being in food systems: strategic opportunities for funders. Toronto, Canada. 2015: 13–60.https://futureoffood.org/insights/advancing-health-and-well-being-in-food-systems-strategic-opportunities-for-funders/Date accessed: May 13, 2021Google Scholar, 3Global Panel on Agriculture and Food Systems for NutritionFood systems and diets: facing the challenges of the 21st century. London.https://glopan.org/sites/default/files/ForesightReport.pdfDate: 2016Date accessed: May 13, 2021Google Scholar, 4International Panel of Experts on Sustainable Food SystemsFrom uniformity to diversity: a paradigm shift from industrial agriculture to diversified agroecological systems. Report 2. Brussels: IPES—Food.http://www.ipes-food.org/_img/upload/files/UniformityToDiversity_FULL.pdfDate: 2016Date accessed: May 24, 2021Google Scholar, 5High Level Panel of ExpertsNutrition and food systems. A report by the High Level Panel of Experts on Food Security and Nutrition of the Committee on World Food Security. FAO, RomeSeptember 2017http://www.fao.org/3/i7846e/i7846e.pdfDate accessed: May 24, 2021Google Scholar, 6FAOIFADUNICEFWFPWHOThe state of food security and nutrition in the world 2020: transforming food systems for affordable healthy diets. FAO, Rome2020http://www.fao.org/3/ca9692en/ca9692en.pdfGoogle Scholar, 7Carducci B Keats EC Ruel M Haddad L Osendarp SJM Bhutta ZA Food systems, diets and nutrition in the wake of COVID-19.Nat Food. 2021; 2: 68-70Crossref Scopus (17) Google Scholar, 8Steiner R Our food systems need inspiring and actionable vision.Nat Food. 2021; 2: 130-131Crossref Scopus (2) Google Scholar, 9Committee on World Food SecurityCFS voluntary guidelines on food systems and nutrition. Committee on World Food Security, Rome2021http://www.fao.org/fileadmin/templates/cfs/Docs2021/Documents/CFS_VGs_Food_Systems_and_Nutrition_Strategy_EN.pdfDate accessed: May 24, 2021Google Scholar They are also an important instrument for the achievement of target 12.7 of the UN Sustainable Development Goals (SDGs): “to promote public procurement practices that are sustainable in accordance with national policies and priorities”. A key feature of PFP is its potential, based on its policy and regulatory frameworks, to establish what food will be purchased (such as local, diverse, nutritious, healthy, and culturally appropriate), from whom it will be purchased (eg, from local smallholder farmers, small and medium-sized food enterprises, women, youth, and other vulnerable producer groups), and from what type of production systems it will be purchased (eg, from agricultural production that ensures environmental sustainability and conserves biodiversity).1Swensson LFJ Tartanac F Public food procurement for sustainable diets and food systems: the role of the regulatory framework.Glob Food Secur. 2020; 25100366Crossref Scopus (10) Google Scholar Considering the extent of public sector demand and how these choices are made, PFP holds considerable potential to shape norms around food, to influence both food consumption and food production patterns and to deliver multiple social, economic, and environmental benefits, including climate resilience, for a multiplicity of beneficiaries. Furthermore, depending on how these choices are made, local, regional, and national governments can tailor PFP to various policy objectives, according to their own priorities and contexts, pursuing different outcomes linked to the three dimensions of sustainability. This flexibility makes PFP a unique cross-sectoral instrument, suitable for very different contexts, including from low-income to high-income economies. The transformative potential of PFP has been identified in the dialogues leading up to the UN Food Systems Summit as an important entry point to shape food systems, having a key role in improving the availability and affordability of the diverse and often perishable nutritious food found in small-scale production systems. What happens before and after the summit presents a unique opportunity to reshape government policies and investments in agriculture, infrastructure, and transport that can help grow and shape the market for healthy foods, and for PFP to deliver more nutrient-rich foods sourced locally. For PFP to be truly transformative in the aftermath of the food summit, it is crucial that all complementary game changers and actions—such as improved enabling policy and regulatory frameworks, school food programmes, reduction of the costs and risks faced by the SMEs and smallholder producers of nutritious foods, appropriate supply chain infrastructure, and nature-positive solutions that seek to increase agroecology and agrobiodiversity for diverse production and resilience—are aligned, joined-up, and fully integrated to promote a comprehensive and coherent approach to sustainable public food procurement. That is, a comprehensive approach that recognises PFP as a key instrument to promote the SDGs and its target 12.7 and its linkages with the existing international frameworks and the broader debate on sustainable public procurement. This is crucial not only to ensure availability and affordability of nutrient-rich foods for sustainable healthy diets, but also to foster the recognition of PFP as a multifaceted policy instrument able to achieve multiple social, economic, and environmental outcomes and benefit multiple beneficiaries in very different contexts, including food consumers, food producers, and the local community. Currently, these complementary game changing solutions and actions related to PFP are dispersed and do not allow for the required comprehensive approach to the topic. The considerable potential of PFP to shape food systems comes also with great complexity for its successful implementation. Despite the increasing recognition and potential of PFP, it remains an underexplored topic. The linkages between PFP and the broader sustainable development agenda; the multifaceted nature of PFP and multiple potential benefits and beneficiaries; the many PFP instruments, enablers and barriers as well as the experiences and scaling-up strategies from various cities, regions and countries, still require further analysis. Analysis that calls for a multidisciplinary approach, with contributions not only from different areas of knowledge but also from different actors with different roles and perspectives on the topic.10Swensson LFJ Hunter D Schneider S Tartanac F Introduction.in: Public food procurement for sustainable food systems and healthy diets. FAO, Alliance of Bioversity International and CIAT–Porto Alegre: Editora da UFRGS, Rome2021Google Scholar We declare no competing interests.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.880
Threshold uncertainty score0.204

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.121
GPT teacher head0.264
Teacher spread0.143 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it