Evidence map›Paper›PMID 38192812›Full record

ArticleHeliyon2024

Compliance with cocoa quality management practices in Ghana; To what extent are cocoa farmers complying?

Faizal Adams, James Osei Mensah, Seth Etuah, Gifty Boakye Appiah, Amos Mensah, Robert Aidoo, Jonathan Quaye, Kwabena Ofori

Open access · goldAbstract 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
5.4field-weighted citation impact, top 5% of its field
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, 8 citations in OpenAlex.

  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

8 authors at 1 institution in 1 country.

Faizal AdamsDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
James Osei MensahDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Seth EtuahDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Gifty Boakye AppiahDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Amos MensahDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Robert AidooDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Jonathan QuayeDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Kwabena OforiDepartment of Agricultural Economics, Agribusiness and Extension, College of Agriculture and Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Kwame Nkrumah University of Science and Technology · GH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the fact that adhering to cocoa quality management practices (QMPs) is crucial to satisfy consumer food safety standards and receive premium cocoa pricing, evidence of cocoa farmers' compliance with these recommended QMPs is scanty in Ghana. The purpose of this study was to assess the extent and antecedents of farmers' compliance with six QMPs including pest and disease, harvesting and pod storage, pod breaking and bean removal, fermentation, drying, and bagging and storage practices in Ghana. Data from 200 farmers was solicited and analyzed using a compliance index as well as a seemingly unrelated regression (SURE) model to account for cross-correlation effects among six recommended QMPs. The results show an overall index of 2.46, implying that the cocoa farmers moderately comply with the six QMPs. Specifically, compliance levels for fermentation (index = 2.90) and drying (index = 2.92) practices are high, while farmers showed low compliance with bagging and storage practices (index = 1.33). The SURE model exhibits heterogeneous covariates that influence farmers' compliance across the six QMPs. However, extension access, sex of the farmer, and to some extent awareness of quality management practices, as well as education, are significant determinants of compliance across all six quality management practices. These findings have implications for strengthening the Extension Services Division of COCOBOD and gender mainstreaming of cocoa quality improvement training to address the challenges of women cocoa farmers.

Indexed as

CocoaCocoa postharvest activitiesCompliance indexGenderPremium priceSeemingly unrelated model

Identifiers

PMID38192812
PMCPMC10772729
OpenAlexW4389976021

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.