Evidence map›Paper›PMID 39502244›Full record

ArticleHeliyon2024

Modeling the critical causal factors of postharvest losses in the vegetable supply chain in eThekwini metropolitan municipality: The log-linear regression model.

Siphesihle Qange, Lelethu Mdoda, Asanda Mditshwa

Abstract read
In one paragraph

Article in Heliyon, 2024. 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. Review
  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

3 authors.

Siphesihle QangeDiscipline of Agricultural Economics, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu Natal, P/Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa.
Lelethu MdodaDiscipline of Agricultural Economics, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu Natal, P/Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa.
Asanda MditshwaDiscipline of Horticultural Sciences, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu Natal, P/Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vegetables, rich in essential bioactive compounds, are crucial for human health and vital to the global food system. However, the supply chain for vegetables is intricate, marked by product seasonality, demand variability, and limited shelf life. These factors contribute to significant losses, with 44 % of global vegetable production wasted at various stages in the food chain. Postharvest losses (PHLs) are a considerable issue, posing risks to food security and economic sustainability. Despite numerous interventions aimed at reducing PHLs, a comprehensive understanding of the primary causes remains insufficient, preventing the implementation of practical solutions. The study investigates the factors causing PHLs in the vegetable supply chain. A structured questionnaire was used to collect the data from 238 farmers. The study adopted a cross-sectional research design and a multi-stratified random sampling method. Descriptive statistics and log-linear regression were used to analyze the data. The results revealed that 56 % of the farmers were women, with an average age of 45 and a household size of five. Most farmers had completed 12 years of education, with 76 % being unemployed and 78 % depending on farming as their primary source of income. The regression analysis showed that age, distance to markets, and lack of transportation were significant factors at the 1 % level. In contrast, education, farming experience, market access, and weather conditions were significant at the 5 % level. The study recommends policies promoting innovative postharvest technologies alongside investment in infrastructure to mitigate these losses.

Indexed as

Causal factorsLog-linear regressionPostharvest lossesSmallholder vegetable farmersVegetable supply chain

Identifiers

PMID39502244
PMCPMC11535347

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.