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Record W3093940555 · doi:10.5430/jnep.v11n2p37

Theory development methodology process: Transformational leadership model for academic nurse leaders in South Africa

2020· article· en· W3093940555 on OpenAlex
Sipho Wellington Mkhize

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Nursing Education and Practice · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicOrganizational Change and Leadership
Canadian institutionsnot available
Fundersnot available
KeywordsTransformational leadershipPsychologyNurse educationIdentification (biology)Exploratory researchProcess (computing)NursingSociologyMedicineComputer scienceSocial psychology

Abstract

fetched live from OpenAlex

Objective: The purpose of the article was to develop a transformational leadership model for academic nurse leaders in the nursing education institutions through theory development methodology process. This study emanated from objectives that were set into two phases whereby phase one formulated to enable the identification and classification of concepts in relation to transformational leadership of academic nurse leaders and phase two to develop and describe a model for transformational leadership for nursing education leaders in the Nursing Education Institutions.Methods: An overarching theory generative design was adopted, in qualitative, quantitative, exploratory, descriptive and contextual nature. The theory generative design provided an understanding of the phenomenon of transformational leadership model development for academic nurse leaders in nursing education institutions. The research methods followed the strategy of theory development using concept, identification and classification, data collection methods and procedures, data analysis methods and processes to ensure the trustworthiness of the study, concept description and critical reflection of the model. The study was conducted at nursing education institutions from four Provinces of South Africa, namely, Gauteng, KwaZulu Natal, Free State, and Northwest.Results: A visual structure was constructed after main and associated concepts were identified to give the researcher a diagram that relates to the process and structure for the incorporation of academic nurse leaders. The structure of the model was developed and gave an account of the content conceptually classified. There were four structural forms, which to convey hierarchical relations, differentiation, overlapping areas, and polarity and continuity. The structured model formed the conceptual relationships within the model and thereafter, emerged from relationships within the model, which included central elements of the model and consists of concepts, statements and relationships between concepts. The concepts addressed were agent (transformational leadership), recipient (followers), context (nursing education institution), procedure (transformational leadership), terminus/goal (empowerment) and dynamic (collaboration and partnership).Conclusions: This article described the research design and method employed to develop a model for transformational leadership for nursing education leaders. A theory development, descriptive, exploratory, contextual, qualitative and quantitative research design in nature was described. The research objectives were formulated in two phases to enable exploration, identification, and definition of concepts (phase 1) and for model development (phase 2). Data collected though individual interviews for college principals and focus group interviews for vice-principals and subject heads and questionnaires for lecturers, students and administrative staff. Information regarding the sample size and number of participants the data collection method was discussed. The instrument used in this research including its reliability and validity, discussed in detail. Finally, the data analysis of qualitative and quantitative research methodology was highlighted.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.927
Threshold uncertainty score0.368

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.544
GPT teacher head0.431
Teacher spread0.113 · 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