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Record W1567987244

Canadian Study for R&D Needs and Priorities in Accessible Transportation

2010· article· en· W1567987244 on OpenAlexaboutno aff
Daniel Blais, S Ling Suen

Bibliographic record

VenueTRANSED 2010: 12th International Conference on Mobility and Transport for Elderly and Disabled PersonsHong Kong Society for RehabilitationS K Yee Medical FoundationTransportation Research Board · 2010
Typearticle
Languageen
FieldEngineering
TopicTransportation and Mobility Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsGovernment (linguistics)Work (physics)Order (exchange)Public relationsBusinessMarketingPolitical scienceEngineeringFinance
DOInot available

Abstract

fetched live from OpenAlex

This study was undertaken in 2008 by the Transport Canada’s Transportation Development Centre. The research consisted of a literature review of North American and international accessible transportation for the past 10 years, with emphasis on Canadian work; consultations with various Canadian organizations; an analysis of social, economic, and support needs; the establishment of research priorities; and a final report with recommendations. Three different questionnaires were developed to survey seven selected Canadian organizations representing persons with disabilities and two government agencies responsible for accessible transportation. Survey results were analysed in terms of priority and time frame, and further classified into three R&D categories: technology/innovation, policy, and training. Consultations with consumer groups showed that access to travel information, fare affordability, and information for boarding and alighting ranked as the top three high-priority issues. Problems with communication was a recurring theme for travellers with disabilities. The top R&D recommendations from government respondents included updating travel data, developing guidelines for accommodating passengers with disabilities, and improving communication and information technologies. The majority of recommended research projects fell under the technology/innovation category. Of the 51 R&D project recommendations, 25 were suggested to be implemented in a 5 year time frame and 10 were rated as top priority. The list is meant to be used to develop a comprehensive research program, and presented to stakeholders for consideration. The literature review and the survey helped to identify respondents’ key concerns in order to arrive at an array of recommendations in R&D, training, and implementation. The present study revealed the general R&D needs of disabled travellers and two federal government entities regarding accessible transportation. The proposed research projects were presented at a meeting of Transport Canada’s Advisory Committee on Accessible Transportation held on March 19, 2009, and at the Canadian Transportation Agency’s Accessibility Advisory Committee meetings held March 30-31, 2009, to obtain feedback and agreement, especially from the industry and service providers who had not been explicitly consulted in this study. Overall, both committees agreed with the research proposals. Industry representatives expressed a need to undertake R&D that would address the tendency for larger and heavier wheelchairs, the balance of accessibility needs with safety and security concerns, and the lack of transportation-focused data on persons with disabilities. The recent CTA ruling for a one-person-one-fare policy in Canadian domestic air travel (e.g. airlines may not charge more than one fare to obese persons with disabilities who require additional seating for themselves) was expressed as a matter of concern for the industry [Canadian Transportation Agency Decision No. 6 AT A 2008]. The implications for large and obese passengers in public transport vehicles and ambulances operations (e.g. boarding/alighting procedures and equipment, seating, fare policy, access to washroom, safety and emergency evacuation etc.) require solutions. This issue has been added onto the R&D priority list originally developed as the eleventh project.

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)0.008
metaresearch head score (Gemma)0.019
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 score0.896
Threshold uncertainty score0.751

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.019
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0050.013
Science and technology studies0.0100.001
Scholarly communication0.0050.002
Open science0.0020.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.001

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 head0.055
GPT teacher head0.362
Teacher spread0.307 · 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
Published2010
Admission routes1
Has abstractyes

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Same venueTRANSED 2010: 12th International Conference on Mobility and Transport for Elderly and Disabled PersonsHong Kong Society for RehabilitationS K Yee Medical FoundationTransportation Research BoardSame topicTransportation and Mobility InnovationsFrench-language works237,207