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Record W4389145615 · doi:10.4236/ti.2023.144020

Change Process for Organisational Change of Networking Smallholder Organic Horticultural Farmer Organisations under Non-Governmental Organisations in Tanzania

2023· article· en· W4389145615 on OpenAlexvenueno aff
Upendo W. Mmari, Christopher P. Mahonge, Emmanuel Timothy Malisa

Bibliographic record

VenueTechnology and Investment · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural Innovations and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsTanzaniaBusinessProcess (computing)Environmental resource managementAgricultural economicsEnvironmental planningEconomicsGeography

Abstract

fetched live from OpenAlex

In the continuously changing environment, Organisational Change (OC) is pivotal for various Organizations including Smallholder Organic Horticultural Farmer Organisations (SOHFOs) under Non-Governmental Organisations (NGOs) for their survival. In such circumstance, Change processes have been developed in the efforts of bringing conducive environment for enhanced OC in 2000s for SOHFOs under NGOs in Tanzania. Since the country has been experiencing lower potential in organic horticultural production, it is imperative for this study to understand the change process of SOHFOs under local umbrella NGOs. The areas for this study were in Morogoro and Kilimanjaro regions of Tanzania. The study employed concurrently mixed design informed by social network analysis. A total of three hundred and sixty seven (367) respondents from one hundred and sixty seven (167) SOHFOs and eighteen (18) respondents from ten (10) SOHFOs’ managing organisations were included in the study. Qualitative data were collected using Focus Group Discussions (FGDs) and Key Informants Interviews (KIIs). These data were analysed using content analysis. On the other hand, quantitative data were collected using a structured questionnaire and were analysed by Statistical Packages for Social Science (SPSS) version 21 whereby descriptive statistics such as frequencies, means, percentages particularly index score were used to understand the experience of OC process adopted by SOHFOs under local umbrella NGOs in two regions of Tanzania. Overall, evidence from the index score findings shows that, to some extent, SOHFOs under both Local umbrella NGOs in Tanzania (X and Y NGOs) have succeeded in applying the change process for their change in some elements and faced challenges in others. Furthermore, the findings show that in the change process adopted in SOHFOs under local umbrella NGOs in Tanzania, both NGOs as intermediary organisations plays a substantial role in facilitating change process in their SOHFOs, particularly in demand articulation function. Nevertheless, the NGOs have less efforts in network formation and innovation process management, whereby they are acting passively in scanning, scoping, filtering and matchmaking of possible cooperation partners and scantly use relevant tools that can enhance collaboration, communication and learning among partners. There have been numerous initiatives taken by various Governmental and Non-governmental actors to support NGOs in Tanzania. Based on prevailing situation, the study recommends for collaborative efforts between government via responsible ministries, private sector stakeholders, responsible NGOs, and SOHFOs in revising the policies and systems so as to create more conducive environment and enable local umbrella NGOs in Tanzania to serve well SOHFOs under them with effective intermediation.

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.

How this classification was reachedexpand

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.746
Threshold uncertainty score0.301

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
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 head0.088
GPT teacher head0.283
Teacher spread0.195 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

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