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Record W2267202193 · doi:10.14288/1.0075538

Observations on and implications of the decline in Forestry undergraduate enrolment in Canada

2012· article· en· W2267202193 on OpenAlexaboutno aff
Jonathan Kan

Bibliographic record

VenuecIRcle (University of British Columbia) · 2012
Typearticle
Languageen
FieldEnvironmental Science
TopicForest Management and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsForestryPolitical scienceGeography

Abstract

fetched live from OpenAlex

The decline in the number of enrolment of forestry undergraduate students has caused a concern in the forestry sector in Canada. Some people speculate that the low enrolments trend is attributed to the trend in the larger economy. However, university enrolment and economic statistics data shows that this is not the case. This trend is not a typical cycle; therefore, a different response is needed in dealing with this issue. The possible factors that contributed to this trend are: • the negative perception of the forestry industry as being anti-environmental; • the weak and uncertain job market in the forestry industry; • the mischaracterization of forestry as utilizing low technology and being academically undemanding; and • the lack of diversity in its current workforce. As a result, these factors have made forestry programs unattractive. This has, in turn, affected institutions that teach undergraduate courses as a reduction in funding leads to the decline in the capacity for developing new initiatives. Low enrolment has led to a negative feedback cycle for post-secondary forestry programs. The end result of the cycle is program closure. Only those programs that were able to adapt and evolve with the changing expectations of society were able to break free. This trend causes implications for industry and government as they will face the challenges of filling these professional positions if they want to continue on with their core business. This will be more significant to government than industry due to the predicted sharp increase in retirees. In order to address the issue, recruitment strategies target three main sources: high school students, transfer students and current students. Exposing high school students to forestry at an early age was the main goal for the high school strategy. Science fairs, field trips, and tours should be utilized as effective strategies in sparking youth interest. Transfer and current students who have yet to declare a major were targeted with current forestry courses that can be taken as electives. This strategy could utilize introductory courses to instill an interest in students and to provide a message that forests in Canada are important. Before those strategies can be implemented, several key challenges need to be addressed. One of them is diversifying the workforce. Through diversification, labour supply will be more stable as labour will come from multiple sources. The male dominated industry today needs to include more labour from non-traditional sources such as: aboriginals, females, and immigrants. All three groups are observed to have a potential impact in filling the needs of professionals in forestry. Another key challenge is to counter the stereotypical image of forestry. As such, greater collaboration within the forest sector is needed to send a consistent message about the exciting and fulfilling careers in forestry, and also the message that forestry is concerned with sustainability and stewardship of the forest. Furthermore, modern web-based technology should be used to recruit and connect with today’s youth. Further evidence in showing forestry is vibrant and leading edge is needed in order to overcome the mischaracterization of forestry as being low in technology. Many other considerations should be taken into account as post-secondary institutions recruit and educate for the forest industry: • Accreditation to provide ongoing accountability and a consistent high level of education • The use of non-professionals in a professional role • Government, industries, small businesses, employers of post-secondary graduate should take part in the advertising and promoting the profession of forestry. By and large, the forest sector including post-secondary institutions needs to evolve in order to meet with the changing views of society, as well as the demographics in Canada.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.048
Threshold uncertainty score0.351

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0060.001
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.001

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 head0.012
GPT teacher head0.175
Teacher spread0.164 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2012
Admission routes1
Has abstractyes

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