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Record W3186186753

Plastic Film and Packaging Waste Management in Southwestern Ontario: An analysis of current diversion patterns and trends

2021· dissertation· en· W3186186753 on OpenAlexaboutno aff
Amanda Yan Yan Lim

Bibliographic record

VenueUWSpace (University of Waterloo) · 2021
Typedissertation
Languageen
FieldEnvironmental Science
TopicMunicipal Solid Waste Management
Canadian institutionsnot available
Fundersnot available
KeywordsCurrent (fluid)EngineeringGeographyForensic engineeringElectrical engineering
DOInot available

Abstract

fetched live from OpenAlex

The production of plastics has drastically grown through the years. In the age of convenience, single use plastics (especially film) have become ubiquitous in everyday life and so has its waste. Plastic waste can be found in unintended places such as in our oceans, animals and even in our food. While plastic film packaging is economically beneficial to many businesses due to their lightweight nature and durability, these same characteristics severely damage our environment and ecosystems from production to disposal. Recycling plastic waste is a common scapegoat used to excuse plastic production, however, not all plastics can be recycled and mismanaged plastic waste poses a great threat to the environment when they blow and pollute surrounding areas. A circular economy must be generated to reduce the amount of virgin plastic film produced, and waste in our environment. To decrease environmental impacts, the entire plastic life cycle needs to be analyzed to determine the true cost of plastic use from fossil fuel reliance in production to environmental degradation from mismanaged plastic waste during disposal. The Canadian government has announced their intent to eliminate single use plastics, however, this is a slow-moving initiative and plastic waste produced to date still remains in the environment and there is no immediate halt on single use plastic production. A gap in knowledge exists when it comes to determining and evaluating an optimal strategy in a Canadian landscape. This thesis will answer the research question “What are the challenges and opportunities associated with a circular economy approach to plastic packaging and film waste management?”.
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\nGlobal case studies from successful circular economies (UK, Rwanda, Philippines) are examined to identify key criteria that need to be met to encourage this transition. In addition, this thesis will break down popular strategies found in academic literature and industry (reduction of waste downstream, expanding recovery systems and extended producer responsibility) through 6 key stakeholder interviews and further identify how various aspects of each can play a role in the transition towards a circular economy while considering external legislative, social and economic factors. Using key interventions as determined in the Economic Study of the Canadian Plastic Industry Markets and Waste report conducted by Environment and Climate Change Canada (2019) as a guide, interview questions were developed to identify the practicality of each according to industry experts to provide insight on how to best move forward with an implementation plan. By conducting a detailed analysis on the practicality and feasibility of current proposed interventions, barriers towards circularity were identified. The plastic crisis is largely driven by linear business models, and sustained due to the lack of consensus on how to best solve it. 
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\nA circular economy requires an innovative sustainable plastics industry which is achieved through support from government, industry and citizens. At the start of life cycle, government intervention plays a key role in determining the amount of plastic waste that circulates within the environment. Numerous actions can be taken to reduce this however, with a majority focus on levelling the playing field between virgin resin producers and post consumer resin producers. Stricter enforcements within industry requiring minimum recycled content in production and funding sustainable alternatives are key actions that need to be undertaken. A circular economy strategy places an emphasis on maximizing the life span of plastics produced already. A focus should be placed on implementing extended producer responsibility at the end-of-life cycle (using economic instruments to deter industry from disposing plastic waste that can be recycled), as well as investing in educational outreach to create public awareness on the detrimental effects of overconsumption to citizens.
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\nThis thesis acts as a summary of best practices to adapt within a Southwestern Ontario/Canadian landscape, while adding additional context to plastic film and packaging waste management to public knowledge. While it is up to governments to listen to public needs, without citizen action, there will be nothing pushing legislation to recognize the issue. Advocacy starts with the citizen. Increased public knowledge on the problematic nature of plastic film production, consumption and disposal may spark progressive action. Future opportunities for research should look to address the role of key value chains in the plastic life cycle and fossil fuel reliance.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.494
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.011
GPT teacher head0.213
Teacher spread0.202 · 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.

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
Published2021
Admission routes1
Has abstractyes

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