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Record W2290127180 · doi:10.14288/1.0102404

A study of the distribution system in the British Columbia building materials industry

2011· article· en· W2290127180 on OpenAlexaboutno aff
Kenneth Lloyd Ronalds

Bibliographic record

VenuecIRcle (University of British Columbia) · 2011
Typearticle
Languageen
FieldPsychology
TopicFacilities and Workplace Management
Canadian institutionsnot available
Fundersnot available
KeywordsDistribution (mathematics)GeographyBusinessMathematics

Abstract

fetched live from OpenAlex

In recent years distribution has undergone dramatic changes. Some industries have experienced revolutionary changes, others minor, but in all industries distribution has become an extremely vital area. One of the reasons for the recent prominence of distribution is the increasingly competitive environment experienced by many industries. As competition increases within an industry, manufacturers often find it necessary to improve their efficiency, and distribution is an area with vast potential. The wholesaler is one of the most important institutions in a distribution system. He has also been confronted with more competition than many other institutions. The wholesaler will be the focus of attention in this study of the British Columbia Building Materials Industry. It is the objective of the thesis to study the competitive environment of the independent wholesaler in British Columbia, and to determine whether or not he will continue to perform a function in future years. To accomplish the objective, it is necessary to determine the nature of competition with which the wholesaler is confronted, why it exists, and whether or not it is unique to this industry. It is also necessary to determine distribution trends in other industries and whether there exist patterns that are common to this industry. The analysis of changing patterns of distribution focused on United States industries, with particular attention devoted to the Building Materials Industry. The conclusion was that certain trends pre-dominate distribution patterns, including integration, franchising, direct selling and the formation of buying groups for direct buying. Many of these trends are common to the B.C. building materials industry. There are two main types of competition that all wholesalers, (including the building materials wholesaler) are confronted with. The first is the tendency for manufacturers to sell direct to retailers and final users. The second is the desire of retailers to form buying groups and through bulk purchasing establish direct contacts with manufacturers, thereby circumventing the wholesaler. Aside from these two types of competition there are other pressures the building materials wholesaler faces that appear to be unique to this industry, one of these being an allowable margin of operation that is more historical than relevant to costs of operation. There are two primary reasons why the building materials wholesaler is confronted with this competition. The first reason is the wholesalers failure to give manufacturers and retailers the service they require and desire. The second reason is the feeling of manufacturers and retailers that they can perform the functions of distribution more efficiently than the wholesaler, and in the case of manufacturers, they can also attain more control of the marketing of their products. It has been proven to wholesalers that they are dispensable, and this has brought forth a self assessment of their functions in many industries. Those that realize they must be flexible to the changing environment have attained a new and prominent position in the distribution system, by offering the services their customers desire. Those that have remained static have been phased out. This study concludes that the Building Materials Industry will always have need of the wholesaler. However, to have a successful operation the wholesaler must be flexible to the dynamic environment, and offer the service manufacturers and retailers desire. This must also be accomplished at a reasonable level of cost. It is argued that this can best be attained through implementation of the physical distribution concept, (offering efficiency in operating methods) and a sound merchandising program.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.140
Threshold uncertainty score0.554

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.019
GPT teacher head0.198
Teacher spread0.179 · 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 teacher head, 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".

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Citations0
Published2011
Admission routes1
Has abstractyes

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