Differences between diploma and baccalaureate dental hygiene education in British Columbia: a qualitative perspective
Bibliographic record
Abstract
The British Columbia Ministry of Health in Canada approved a new registration category for dental hygienists in 2012. This category included four abilities that registrants were required to demonstrate at a 4th-year baccalaureate degree level. OBJECTIVE: To identify the differences, if any, between diploma and bachelor's degree education with regard to the 4 legislated abilities focused on the process of care for clients with complex needs and/or disabling conditions including client safety, referrals and interprofessional collaboration. METHODS: Registrants who had entered practice with a diploma and then gained a baccalaureate degree were invited to participate in an online survey including closed- and open-ended questions. The study was a mixed-method design where the qualitative data were nested concurrently in the open-ended questions; the data were analysed through thematic analysis using grounded theory methods. RESULTS AND DISCUSSION: Respondents (n = 123; 51%) indicated their client care had improved with baccalaureate education due to increased knowledge, increased understanding and increased abilities to make judgements with a particular emphasis on evidence-based decisions. These more advanced abilities provided them with increased confidence for taking action particularly in interprofessional contexts and increased the quality of their decision-making thus leading to better care for clients. CONCLUSION: Respondents described their dental hygiene services as generally being of a higher standard and specifically in the 4 legislated abilities as a direct result of baccalaureate education.
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How this classification was reachedexpand
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 | 0.001 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".