Exploring the authenticity, or lack thereof, of the discourse of talent management
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.
Bibliographic record
Abstract
Purpose This paper aims to examine the ways in which discourses of talent management (TM) reinforce and perpetuate structural barriers of exclusion and discrimination. The argument is made that dominant TM discourses must be interrogated if authentic talent development (ATD) practices are to succeed. This interrogation will require a shift from an organizational emphasis on talent identification towards ATD’s focus on talent cultivation. Design/methodology/approach A conceptual approach is used to critically analyse TM discourses to assess the degree to which they are inclusive. Building upon the work of Debebe (2017), an alternative ATD approach is suggested that, together with the novel concept of authentic otherness, may enable scholars and practitioners to reflect upon current organizational practices and devise new approaches that encourage talent cultivation in diverse employees. This, in turn, may foster a greater sense of organizational belonging. Findings Findings identify a number of ways in which organizational norms and structures are maintained and perpetuated through dominant, mainstream TM practices. This hinders ATD for many due to social ascription processes. By exploring the concept of “authentic otherness” (Gardiner, 2017), alongside Debebe’s (2017) approach to ATD, the argument is made that systemic inequities in the workplace may be addressed when we create conditions to support the cultivation of talent for all employees. Originality/value This paper builds on recent arguments in the critical TM literature concerning the exclusionary nature of mainstream TM practices in organizations. The concept of authentic otherness is clarified and defined with a view to using this new term as a heuristic device to encourage a reflective understanding of how ATD practices can be developed.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it