MétaCan
Menu
← Back to cohort
Record W2338016777 · doi:10.14288/1.0100209

An evaluation of a transit supply program : the case of British Columbia

2010· article· en· W2338016777 on OpenAlexaboutno aff
Eugenia Kam-Yung Chan

Bibliographic record

VenuecIRcle (University of British Columbia) · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicTransportation Planning and Optimization
Canadian institutionsnot available
Fundersnot available
KeywordsTransit (satellite)BusinessOperations managementTransport engineeringPublic transportComputer scienceEngineering

Abstract

fetched live from OpenAlex

This thesis examines and evaluates the supply of transit service to small cities in the Province of British Columbia. All levels of supply are investigated: the government funding program, the Public Marketing Agency which implements the program, the organization of services and actual services supplied. Provincial Government involvement in the provision of transit in small cities was predicated primarily on providing a minimum level of mobility for those people who are without access to an automobile and secondarily to provide an alternative to auto use for choice riders and to provide an alterantive to expenditure on private transportation. The transit industry in small cities in B. C. was suffering from increasing costs, decreasing ridership, reduced and stagnant service levels which did not meet minimum national service guidelines, a shortage of managerial personnel familiar with planning, managing and operating transit systems and the low productivities of the systems. After five years of government involvement thirty percent of the people in small cities in B. C. were provided with transit services that were up to the nationally accepted guidelines and the Province was subsidizing half of the operating losses and 100% of capital for vehicles. The Provincial share of the deficit increased from $103,000 in 1972 to $1,336,300 in 1977 while the ridership has also increased from 854,400 to 5,595,700 during the same period. This study was undertaken for the following reasons: (i) to document costs and benefits in order to determine whether the program was worthwhile; (ii) to examine the performance of the Public Marketing Agency which implemented the supply program; and (iii) to search for possible remedies for stabilizing transit deficits. The supply of transit services in small cities was documented which included funding, planning, marketing and some operating aspects df the program. An important feature of the supply program is also documented. This is the Public Marketing Agency which embodies the concept of separation of functions and responsibilities. Marketing and planning decisions are assigned to the Agency while actual operations of the service is executed by a privately or publicly owned carrier, under a contractual arrangement. This concept was adopted bacause it was thought to be an effective means of controlling the transit subsidy program. The levels of service supplied and the financial characteristics of the systems are documented. The Provincial Government through the Public Marketing Agency ('p.m.a.') in conjunction with the local municipalities plans and markets transit in small cities. The two levels of government work together so that local and regional goals can be considered in the planning and running of systems. In order to determine how well the supply program was performing the demand for transit for several small cities in B. C. was also examined. The characteristics of transit users, their demands and utilization of the service and the characteristics of the community within which the service operates are documented. On board passenger surveys and household attitudinal surveys were undertaken after service improvements to obtain this information. Finally, an evaluation of the transit program is presented. This involves measuring how well goals have been achieved and determining the economic efficiency of the program and the effectiveness of the funding arrangement. The effectiveness of the 'p.m.a.' in achieving what it was set up to accomplished is discussed. Several social and economic criteria were adopted to evaluate the program and the funding arrangement. In general, it can be said that the transit supply program has been successful at increasing the mobility of small city residents and reducing their dependence on the auto. However, the approach to distribution of resources among cities raises questions about equity. The lack of measureable objectives, the proper criteria for allocating funds, a program to measure performance and a uniform reporting system are found to be responsible for the inequitable funding arrangement. The pitfalls of the 'p.m.a.' approach are presented. It was found that it had little control over costs because of lack of competition on the behalf of private operators and due to the unwillingness of the 'p.m.a.' to audit operators.

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)0.007
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.067
Threshold uncertainty score0.489

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0070.002
Scholarly communication0.0040.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

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.

Opus teacher head0.013
GPT teacher head0.241
Teacher spread0.228 · 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

Explore more

Same venuecIRcle (University of British Columbia)→Same topicTransportation Planning and Optimization→French-language works237,207→