Evidence map›Paper›PMID 41419499›Full record

ArticleScientific reports2025

Economic performance of introduced cassava processing technologies in coastal regions, Tanzania.

Meda Theodory

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Meda TheodoryDepartment of Economics and Statistics, Moshi Co-operative University, P.O. Box 474, Moshi, Tanzania. medatheodory@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mechanical cassava processing technologies have been recently introduced in Tanzania, yet their economic viability and farmer-level profitability remain underexplored. This study provides one of the first multidimensional evaluations of cassava mechanization in coastal regions (Tanga and Pwani) by integrating Net Present Value (NPV), Benefit-Cost Ratio (BCR), sensitivity analysis, and partial budgeting within a single analytical framework. Data from household surveys, focus groups, and machine trials were analyzed to assess technical efficiency, cost structures, and profitability of manual and engine-powered chippers and graters compared with traditional drying and fermentation. Results reveal that mechanized technologies shorten the drying time from 6-12 days to 1-3 days and produce flour of better quality. All machines showed profitable returns, with the cassava grater achieving the highest absolute returns, while the manual chipper achieved the best cost-benefit balance (3.25) and highest daily profitability (TZS 320.40/kg), which makes it a practical choice for small-scale farmers. The study's novelty lies in combining investment appraisal with per-kilogram profitability measures that translate economic viability into actionable farmer decisions. These findings contribute new evidence on region-specific cassava mechanization and offer policy pathways to scale adoption through subsidies, co-operative ownership, and credit access.

Indexed as

Benefit–cost analysisCassava processingMechanizationProfitabilityTechnical efficiency

Identifiers

PMID41419499
PMCPMC12717224

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.