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Record W1934761480 · doi:10.12794/metadc177235

Shifting Paradigms, Changing Fortunes: Fundraising at Makerere University

2012· dissertation· en· W1934761480 on OpenAlexaboutno aff
Lillian Katono Butungi Niwagaba

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldEconomics, Econometrics and Finance
TopicCommunity Development and Social Impact
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Fundraising for higher education is a recent phenomenon in Uganda where the government has supported education for decades. Recent structural adjustment and liberalization policies mandated by the World Bank and the IMF and internal financial exigencies have necessitated funding diversification in higher education in Uganda and increased the need for private financial support. In developed countries like the United States, Canada, and increasingly, the United Kingdom, private support from alumni, individuals, corporations, and other stakeholders is a key component of higher education funding. This study used qualitative methodology and a holistic case study research design to explore the fundraising function at Makerere University. Tierney's organizational culture conceptual framework was used and data were collected through semi-structured interviews, an alumni questionnaire, document analysis, and observations. The findings include a governance and management structure that does not adequately support the fundraising function, strategies that are adapted to suit the Ugandan cultural context, perceptions of corruption and lack of transparency; and internal conflicts that limit communication and damage the image of the institution. The findings show that Makerere University is not strategically capitalizing on its position as the oldest and largest public university in Uganda and the region to mobilize private support. Reforms addressing the issues and seeking to enhance student and alumni experiences are contributing to fundraising success in various units. The reform efforts include transitioning to a collegiate system, procuring enterprise- wide financial and student services systems, faculty and staff sensitization, outreach and community engagement. The focus on the vision, mission and operationalizing the strategic plan presents an opportunity to dialogue with stakeholders and resonates with potential donors. The findings highlight a renewed spirit of resourcefulness that leverages old paradigms to integrate economic, cultural and social contexts to proffer innovative models of funding diversification.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.626
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.065
GPT teacher head0.238
Teacher spread0.173 · 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; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
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

Citations0
Published2012
Admission routes1
Has abstractyes

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