Investigating the Barriers and Facilitators to Achieving Coaching Certification
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
Despite a significant number of coaches pursuing formal coach training through the National Coaching Certification Program in Canada each year, very few complete the entire certification process. The purpose of this study was to investigate the barriers and facilitators that influence Canadian coaches’ decisions to acquire coaching certification. A mixed-methods convergent parallel design was employed to address the research question. The participants included 1,518 certified and noncertified coaches across Canada who completed an online questionnaire identifying the barriers and facilitators to pursuing coaching certification; of this sample, 38 coaches participated in a follow-up telephone interview. Using the Transtheoretical Model of Behavior Change, the findings suggest that most coaches reside in the precontemplation stage, in which they believe in and are thinking about certification, but have yet to engage in preparation. The barriers to pursuing certification included time, cost, tediousness of the process, and inaccessible evaluators, whereas the facilitators included enhanced knowledge and skills and improved coaching reputation. Future directions for increasing participation rates in the certification process include clearly identifying and broadly disseminating the benefits of acquiring certification, clarifying the criteria for evaluation, streamlining the certification process and incorporating online models, enhancing accessibility of evaluators, and incentivizing and rewarding certification.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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