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Record W4212904494 · doi:10.1515/npf-2021-0049

Challenges to Nonprofit Organization Participation in Social and Development Policy Planning in South Africa

2022· article· en· W4212904494 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueNonprofit Policy Forum · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsGovernment (linguistics)Sustainable developmentEconomic growthCorporate governancePolitical sciencePublic administrationSocial WelfareDemocracyPublic relationsBusinessPoliticsEconomics

Abstract

fetched live from OpenAlex

Abstract In South Africa, government relies significantly on NGOs in the delivery of social services (Patel, L. 2012. “Developmental Social Policy, Social Welfare Services and the Non‐Profit Sector in South Africa.” Social Policy & Administration 46 (6): 603–18). The services NGOs provide in areas such as early childhood development, education, health care, skills development, food security, elder care, and other arenas form part of South Africa’s framework for achieving its long-term development goals. Also aligned to the United Nations Sustainable Development Goals (SDGs), this government-NGO shared vision for development highlights the importance of NGOs in the development ecosystem. At the policy level, government explicitly refers to NGOs as stakeholders and development partners. However, at the level of practice, questions remain about NGOs’ participation in planning for the development to which they so significantly contribute, and the extent of NGOs’ role in increasing participation in democratic processes. In an effort to better understand whether NGOs adequately participate in development planning processes in South Africa, semi-structured interviews were conducted with 73 participants, including NGO leaders and relevant key informants from national, provincial and municipal levels of government. The interview data were supplemented with content analysis of government documents. In spite of the fact that NGOs’ involvement in development planning is explained by the state as a good governance principle ensuring meaningful participation of stakeholders (Republic of South Africa: Department of Social Development 2017, United Nations Development Programme 2011), the research findings suggest that NGOs’ participation in the development planning process is deficient. This deficiency stems from institutional and policy issues including the lack of a framework for participation, government’s perception of NGOs and neglect of the NGO sector, and political issues such as partisan political activity in spaces of participation and engagement. The democratic potential of NGO participation is also hindered by organizational issues relating to the amorphous nature of the NGO sector, apathy of NGOs and a fragmented NGO sector.

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.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.603
Threshold uncertainty score0.844

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.083
GPT teacher head0.381
Teacher spread0.298 · 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