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This Campbell systematic review examines the effectiveness of certification schemes in improving the welfare of farmers and workers. The review summarises findings from 43 quantitative studies, and 136 qualitative studies. There is not enough evidence on the effects of CS on a range of intermediate and final socioeconomic outcomes for agricultural producers and wage workers. There are positive effects on prices. But workers? wages do not seem to benefit from the presence of CS. Income from the sale of produce is higher for certified farmers, but overall household income is not. Context matters substantially for the causal chain between interventions of certification schemes and the well being of producers and workers. Generally, the quality of the studies is mixed, with a significant number of studies that are weak on a number of methodological fronts. Plain language summary Certification schemes have unclear impact on the well being of farmers and workers Certification schemes (CS) set and monitor voluntary standards to make agricultural production socially sustainable and agricultural trade fairer for producers and workers. The evidence base is very limited and inconclusive. Certification increases prices and income from produce, but not wages or total household income. Certification agencies should adopt simpler programmes adapted to local context and rigorously test their impact. What did the review study? Certification sets and monitors voluntary standards, and can encompass systems engaging in a wider range of activities in policy, advocacy, and capacity building, and in building markets and supply chains, to make agricultural production socially sustainable and agricultural trade fairer. Certification is meant to affect a wide range of socioeconomic and environmental outcomes, to improve the well being of farmers and agricultural workers employed by corporate plantations or individual producers. Certification schemes use a combination of standard‐setting actions, training, different types of market interventions, and the application of adequate labour standards. This review assesses whether certification schemes work for the well being of agricultural producers and workers in low‐ and middle‐income countries. What studies are included? Included studies evaluate the effects of CS on socioeconomic outcomes for agricultural producers and workers. Eligible CS are based on second‐ (industry‐level) or third‐party certifications, and exclude own‐company standards. For the effectiveness review, studies must use experimental or non‐experimental methods demonstrating control for selection bias. Qualitative studies are included to answer questions about barriers, facilitators and contextual factors; these report on relevant outcomes, have sufficient reporting on methods, and provide substantive evidence on relevant themes. The review includes 43 studies used for analysing quantitative effects, and 136 qualitative studies for synthesizing barriers, enablers and other contextual factors. What is the aim of this review? This Campbell systematic review examines the effectiveness of certification schemes in improving the welfare of farmers and workers. The review summarises findings from 43 quantitative studies, and 136 qualitative studies. What are the main findings of this review? There is not enough evidence on the effects of CS on a range of intermediate and final socioeconomic outcomes for agricultural producers and wage workers. There are positive effects on prices. But workers’ wages do not seem to benefit from the presence of CS. Income from the sale of produce is higher for certified farmers, but overall household income is not. Context matters substantially for the causal chain between interventions of certification schemes and the well being of producers and workers. Generally, the quality of the studies is mixed, with a significant number of studies that are weak on a number of methodological fronts. What do the findings of this review mean? For farmers and workers the results show there is no guarantee that living standards improve through certification. To have a positive impact, CS need favourable conditions and the support of other factors. Some of these conditions depend on deeply rooted socioeconomic factors that, in the short to medium run, will not likely be altered substantially by certification. For CS practitioners and businesses, there are several lessons to learn. Claims about impact should match what is achievable and verifiable. Standards and interventions could be revised, away from multiple standards with fewer overlaps between systems and rationalisation of interventions. Impact evaluation standards should be given more attention. CS need to develop a deeper understanding of context, and adapt and pre‐test the type and range of interventions. Researchers and evaluators should consider using a range of methods for different kinds of research questions, and have a clear understanding of what kind of design is more appropriate for each question. They should also use a more consistent, rigorous approach in reporting methods and results. How up‐to‐date is this review? The review authors searched for studies published until July 2016. This Campbell Systematic Review was published in February 2017. Executive summary BACKGROUND The rise of voluntary standards and their associated certification for agricultural products is a well‐established phenomenon in the contemporary dynamics of agricultural trade. Supply chain management is increasingly influenced by a proliferation of standards, and by the organisations setting and monitoring them over a growing number of products. While the objectives of standards and certification schemes (CS) vary, the focus of this review is on social sustainability standards, which are closely related to ethical trading and to schemes that focus on socio‐economic outcomes of participants, essentially agricultural producers (particularly smallholders) and wage workers, whether employed by corporate plantations or individual agricultural producers. OBJECTIVES This systematic review addresses the extent to which, and under what conditions, CS for agricultural products result in higher levels of socio‐economic well being for agricultural producers and workers in low‐ and middle‐income countries (L&MICs). The primary review question is: What are the effects of certification schemes for sustainable agricultural production, and their associated interventions, in terms of endpoint socio‐economic outcomes for household/individual well being in low and middle income countries? The subsidiary review question is: Under what circumstances and why do certification schemes for agricultural commodities have the intended and/or unintended effects? What are the barriers and facilitators to such certification's intended and/or unintended effects? SEARCH METHODS We systematically searched for available literature from a wide range of sources. Several bibliographical databases were consulted. A very significant amount of time was devoted to a systematic search for relevant items through hand searching in targeted databases and websites, including consultation with relevant stakeholders in the community of standard‐setting organisations. In this field the ‘grey’ literature is very
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