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Record W4401580320 · doi:10.1057/s41599-024-03500-9

Implications of peri-urban land reform programs on urban land markets: a case study of Harare, Zimbabwe

2024· article· en· W4401580320 on OpenAlexaff
Johannes Bhanye, Abraham R. Matamanda, Jennilee Kohima, Elmond Bandauko

Bibliographic record

VenueHumanities and Social Sciences Communications · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsWestern University
Fundersnot available
KeywordsPeriLand reformGeographyEnvironmental planningLand useUrban planningBusinessAgricultural economicsEconomic growthEconomicsArchaeologyCivil engineeringMedicineEngineeringAgriculture

Abstract

fetched live from OpenAlex

Zimbabwe implemented the Fast-Track Land Reform Program (FTLRP) in the year 2000. This program has had far-reaching implications on urban development, especially on urban land markets in cities and towns. This paper highlights the implications of the land reform program on urban land markets, using Harare as a case study. The paper is based on document review (policy, academic and development literature) and interviews with key informants with experience and knowledge of the land reform and its associated implications on urban land markets. Our analysis demonstrates that the land reform process in peri-urban spaces was complex and largely driven by political interests. The land reform process distorted the urban planning processes, leading to disparities in the land markets. Such disparities include informal and uncontrolled processes of accessing land and, ultimately, rapid development of informal settlements in the city. Political elites and land barons took advantage of the land reform program extorting money from desperate home-seekers. We conclude that the distortion of urban land markets by politically driven land reform processes negatively affects sustainable urban development. Overall, the paper makes a valuable contribution to the growing literature on land reforms and peri-urban development in Africa, demonstrating the complex and multidimensional implications of land reform programs on peri-urban land markets. Based on the study findings, the paper provides a set of policy recommendations aimed at improving the effectiveness and equity of land reform programs in African peri-urban areas.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.084
Threshold uncertainty score0.167

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0120.006
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.209
GPT teacher head0.366
Teacher spread0.157 · 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 source (direct Gemma or distilled Codex), 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

Citations11
Published2024
Admission routes1
Has abstractyes

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