Personal and Group Professional Identity in the 21st Century Case Study: The School Counseling Profession
Bibliographic record
Abstract
The current study focuses on the concept of professional identity in the school counseling profession, its definition and measurement. According to the definition in this study, the concept of “professional identity” is divided in two: personal professional identity, which is the practitioner’s sense of belonging to and solidarity with the profession, and group professional identity, which includes the features attributed to the profession, both by those who belong to it and by those who do not practice it, and makes it possible to discern between professions. The school counseling profession, occupied mainly by women, is contending with a lack of clarity regarding its role definition, role boundaries, and demands. Therefore, despite the change in the status of the profession in recent years, various issues impede the group professional identity of school counseling and the personal profession identity of its practitioners. This study is the first to examine the professional identity of school counselors on two levels: personal and group, among school counselors in Israel. The study included 174 school counselors who completed two professional identity scales constructed for the purpose of the study. Each scale underwent factor analysis, and a significant association was found between the two scales and the factors they comprised. The research findings indicate that the personal professional identity of school counselors is affected by their group professional identity, and vice versa. The research findings indicate the need to distinguish in future studies between personal and group professional identity, both in the school counseling profession and in other professions, particularly in a world characterized by professional mobility where current professions will become irrelevant while others will be in demand and there may be a need to define the personal and group professional identity of workers.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.017 | 0.010 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".