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Graduate Theses & Dissertations
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- Influence of geodemographic factors on electricity consumption and forecasting models
- The residential sector is a major consumer of electricity, and its demand will rise by 65 percent by the end of 2050. The electricity consumption of a household is determined by various factors, e.g. house size, socio-economic status of the family, size of the family, etc. Previous studies have only identified a limited number of socio-economic and dwelling factors. In this thesis, we study the significance of 826 geodemographic factors on electricity consumption for 4917 homes in the City of London. Geodemographic factors cover a wide array of categories e.g. social, economic, dwelling, family structure, health, education, finance, occupation, and transport. Using Spearman correlation, we have identified 354 factors that are strongly correlated with electricity consumption. We also examine the impact of using geodemographic factors in designing forecasting models. In particular, we develop an encoder-decoder LSTM model which shows improved accuracy with geodemographic factors. We believe that our study will help energy companies design better energy management strategies. Author Keywords: Electricity forecasting, Encoder-decoder model, Geodemographic factors, Socio-economic factors
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- “Has anybody got my back?”
- Drawing on pedagogies of care, queer pedagogy and Foucault’s concept of biopower, this critical narrative study of six women teachers at an Ontario school uses interview data to explore how teaching affects women’s bodies. Findings include the dominance of men in schools; the high rate of violence against teachers committed by students; participants’ unwillingness to show bodily discomfort to students; and the profound effect of motherhood on teaching practice. I call on educators and school administrators to embed care of students’ and teachers’ bodies into the practices of schooling. I also propose that instead of erasing teacher corporeality from classrooms, we allow students to care for teachers’ bodies as part of a healthy, reciprocal caring relationship, developing students’ and sustaining teachers’ capacity to care. Given the underrepresentation of women’s voices speaking about violence against teachers, this thesis is also a repository for women’s narrated stories of assault in Ontario schools. Author Keywords: biopedagogies, body, care, narrative inquiry, pedagogy, teacher
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- Pathways to Innovation
- Research and development activities conducted at universities and firms fuel economic growth and play a key role in the process of innovation. Specifically, prior research has investigated the widespread university-to-firm research development path and concluded that universities are better suited for early stage of research while firms are better positioned for later stages. This thesis aims to present a novel explanation for the pervasive university-to-firm research development path. The model developed uses game theory to visualize and analyze interactions between a firm and university under different strategies. The results reveal that as academic research signals knowledge it helps attract tuition paying students. Generating these tuition revenues is facilitated by university research discoveries, which, once published, a firm can build upon to make new innovative products. In an environment of weak intellectual property rights, moreover, the university-to-firm research development path enables firms to bypass the hefty costs that are involved in basic research activities. The model also provides a range of solution scenarios where a university and firm may find it viable to initiate a research line. Author Keywords: Game theory, Intellectual property rights, Nash equilibrium, Research and development, University to-firm research path
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- Effects of hydrologic seasonality on dissolved organic matter composition, export, and biodegradability in two contrasting streams
- Environmental and seasonal processes are important watershed drivers controlling the amount, composition, and fate of dissolved organic matter (DOM) in aquatic ecosystems. We used ten months of water samples and eight months of bioassay incubations from two contrasting catchments (agriculture and natural, forested) to assess the effects of seasonal variability on the composition, export, and biodegradability of DOM. As expected, the DOM composition and exports were more allochthonous-like and autochthonous-like in the forest and agriculture streams, respectively. However, we found no relationship between DOM composition and biodegradability in our study, suggesting that broad environmental factors play a large part in determining bioavailability of DOM. We found that both differences between the catchments and seasonal variability in hydrology and water temperature cause shifts in DOM composition that can affect exports and potentially affect its susceptibility to microbial activity. More research is needed to fully understand the impact of land use and temporal variability on bioavailability and delivery to downstream ecosystems. Author Keywords: Bioavailable dissolved organic carbon, Biodegradability, Dissolved organic matter, Export, Seasonality, Streams
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- Sinc-Collocation Difference Methods for Solving the Gross-Pitaevskii Equation
- The time-dependent Gross-Pitaevskii Equation, describing the movement of parti- cles in quantum mechanics, may not be solved analytically due to its inherent non- linearity. Hence numerical methods are of importance to approximate the solution. This study develops a discrete scheme in time and space to simulate the solution defined in a finite domain by using the Crank-Nicolson difference method and Sinc Collocation Methods (SCM), respectively. In theory and practice, the time discretiz- ing system decays errors in the second-order of accuracy, and SCMs are decaying errors exponentially. A new SCM with a unique boundary treatment is proposed and compared with the original SCM and other similar numerical techniques in time costs and numerical errors. As a result, the new SCM decays errors faster than the original one. Also, to attain the same accuracy, the new SCM interpolates fewer nodes than the original SCM, which saves computational costs. The new SCM is capable of approximating partial differential equations under different boundary con- ditions, which can be extensively applied in fitting theory. Author Keywords: Crank-Nicolson difference method, Gross-Pitaevskii Equation, Sinc-Collocation methods
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- Olives in the Mountains
- Olives have been grown in the Mediterranean region for millennia and have been a staple crop in many of its cultures. This was never more true than during the Hellenistic (323 – 133 BC) and Roman (133 BC – AD 450) periods in the Mediterranean. This thesis examines the territory of the Roman city of Sagalassos in the region of Pisidia, modern province of Burdur, and determines if olives could have been cultivated in the territory. While there have been studies that state olives were cultivated in the territory during the Hellenistic and Roman periods, modern farmers as well as agronomic manuals state that such growth is not possible. This thesis present data that indicates that olives were grown in the territory of Sagalassos, but also examines the conditions olives require to grow and if such conditions existed in Pisidia. Through this I will be able to conclude whether the past presentation of data has does indeed prove that olives were grown within the territory of Sagalassos. Author Keywords: Agricultural Decision Making, Olives, Pisidia, Roman Agriculture, Sagalassos, Turkey
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- Exploring Characteristics of those Utilizing Different Modalities of Treatment for Substance Use Disorders
- Substance use disorder (SUD) is a pervasive psychological disorder detrimentally impacting both individuals and society on a psychological, economic, and social level. The best protocol for treating SUD as well as what defines success in treatment is often debated in the research. However, researchers agree that different psychosocial factors can influence outcomes. The literature suggests that mood, dark personality traits (narcissism and psychopathy), social supports, and state of change may be associated with treatment for SUD. The current study explored whether these factors predicted the type of treatment (abstinence-based or harm reduction) individuals with SUD were in. The sample consisted of 37 participants in a 12-step abstinence-based program and 65 in a harm reduction program at a local hospital. Results indicated that those in abstinence-based groups reported significantly fewer symptoms of anxiety and depression, lower levels of narcissism and psychopathy, more social supports, and advanced stage of change in comparison to those attending a harm reduction program. In addition, depression, narcissism, and perceived social support were significant predictors of treatment group membership. These findings suggest that those involved in abstinence-based groups appear to experience overall more wellness than those in harm reduction. Although further research is needed to specify the relations among factors, this study is a step towards understanding the difference between people who utilize one program versus another. Author Keywords: Abstinence, Addiction, Harm Reduction, Personality, Treatment
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- Effects of Opioids on the Development and Reproductive Capacity of Japanese Medaka, Oryzias latipes
- Opioid drugs are among the microcontaminants that are discharged with domestic wastewater into the aquatic environment with the potential to affect the development and reproductive capacity of aquatic organisms. To study the effects of exposure of fish to opioid drugs, Japanese medaka (Oryzias latipes) were exposed over a full life cycle to environmentally relevant (i.e. ng/L) concentrations of two opioids, codeine and fentanyl. Acute exposure of early life stage (ELS) of medaka to codeine resulted in slightly extended times to hatch, but no increase in embryo mortalities or reduced hatching success. Chronic exposure to codeine at a nominal concentration of 25,000 ng/L over a full life cycle interfered with growth, reducing the weight of the fish at maturity. Life cycle treatments with codeine at all test concentrations resulted in a significant reduction in the number of eggs produced in reproductive trials, as well as a reduction in the numbers of mature oocytes in adult females. High treatments with codeine also increased the percentage of immature sperm cells in adult males. Life cycle exposures to codeine also resulted in reduced whole-body concentrations of several hypothalamic-pituitary-gonadal (HPG) axis hormones, including reduced levels of luteinizing hormone in male and female fish and a reduction in 11-ketotestosterone in males and 17β-estradiol in females. Fentanyl did not affect reproduction or HPG hormones at the exposure concentrations tested, but high fentanyl exposures increased the mortality rate among ELS’s of the F1 generation offspring from life cycle exposed adults. The results of this thesis contribute to the literature on the environmental impacts of microcontaminants of wastewater origin and, the potential for effects in fish exposed to opioids.Keywords: Opioids, microcontaminants, fentanyl, codeine, sexual development, reproduction. Author Keywords: codeine, fentanyl, microcontaminants, opioids, reproduction, sexual development
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- Making Mockeries, Making Connections
- Parody has been a strategy within cultural production since the ancient Greeks: “paraodia” referred to a song sung alongside the main narrative thread of a dramatic work; the prefix “para-” also signifies “against.” In A Theory of Parody: The Teachings of Twentieth-century Art Forms, Linda Hutcheon offers this core definition: parody is “a form of repetition with ironic critical distance, marking difference rather than similarity … [with] tension between the potentially conservative effect of repetition and the potentially revolutionary impact of difference” (xii). This and other aspects of Hutcheon’s theory guide my interpretations of works by three contemporary artists working in Canada: Sybil Lamb’s novel I’ve Got a Time Bomb; Ursula Johnson’s (Mi’kmaq) three-part exhibition Mi’kwite’tmn (Do You Remember); and Kent Monkman’s (Cree and Irish) exhibition Shame and Prejudice: A Story of Resilience. I argue that the presence of parodic elements in these artists’ works enables them to do two things: to claim spaces that enable recognition of their subject positions, and to critique an aspect of hegemonic norms in contemporary society. I read Lamb’s novel as a critique of the heteronormative gender binary via parody of the picaresque genre and of heteronormative discourse/language. Certain pieces in Monkman’s exhibition parody the epistemological and display strategies of traditional Eurocentric anthropological museums and archives, as can Johnson’s work; her sculptural-installations may also be read as parodying the traditions of Mi’kmaw basket-making. The work of both artists critiques colonial narratives that sought (and may still seek) to denigrate and/or erase Indigenous peoples; such narratives of cultural genocide were both tacitly and directly propagated by museums. I analyze these three artists’ works, considering key features of parody (ambiguity; irony and “double-voicedness”; trans-contextualization; and humour), and their effects (defamiliarization; ontological instability; complicity; and laughter). Parody challenges the post-structuralist emphasis on the “decoder,” (viewer/reader) reinstating the “encoder” (artist/author) as agent. Decoders recognize their complicity within the context of the hegemonic narrative, whether the heteronormative gender binary or colonialism, and may come to shift perception – as per Hutcheon’s “potentially revolutionary impact.” Author Keywords: contemporary art, Indigenous art, museum history, parody, picaresque, transgender literature
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- From Toronto to Africville
- How can educators use drama to nurture an ability in their students to identify and challenge the discourses and practices that have historically perpetuated oppression and inequality within Canada — without miring them in those narratives of oppression? This dissertation discusses the work of De-Railed, a theatre group that worked with youth in Hamilton Rapids, a Toronto neighbourhood where a high percentage of residents experience racial discrimination and poverty, to create a play about the destruction of Africville, a historically Black community in Halifax, NS. Drawing from the methodologies of critical, performance, and imaginative ethnography; critical multiculturalism; theatre of the oppressed; and feminist critical pedagogy, this dissertation argues that while participants used the fictional and intersubjective nature of drama to express embodied and affective resistance to class- and race-based oppressions in Canada’s past and present, the play-building process also reproduced certain unequal disciplinary structures that De-Railed was attempting to challenge. Emphasizing the importance of creating space for young people’s expressions of negative affect and emotion, this dissertation considers both the potentialities and limitations of De-Railed’s application of theatre of the oppressed methods in enabling participants to engage in affective expressions of resistance that may not have been permissible or available in other areas of their lives. Author Keywords: Africville, feminist critical pedagogy, forum theatre, multiculturalism, performance ethnography, theatre of the oppressed
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- Risk of Mortality for the Semipalmated Plover (Charadrius semipalmatus) Throughout Its Life Cycle
- Three long-term mark and recapture/resight data sets of individually marked Semipalmated Plovers (Charadrius semipalmatus) were analyzed using Cormack-Jolly- Seber models. Data came from two breeding populations (Churchill, Manitoba, Canada, n=982, and Egg Island, Alaska, USA, n=84) and one overwintering population (Cumberland Island, Georgia, USA, n=62). For Alaska and Georgia, time-invariant models were best-supported, giving annual survival estimates of 0.67 (95%C.I.: 0.58- 0.76) and 0.59 (95%C.I.: 0.49-0.67) respectively. Data from Manitoba supported a timedependent model: survival estimates varied from 1.00 to 0.36, with lowest estimates from recent years, supporting observations of local population decline. Seasonal survival analysis of the Georgia population indicated lower mortality during winter (monthly Φoverwinter: 0.959, 95%CI: 0.871-0.988; for 6 month period Φoverwinter: 0.780 (0.440-0.929)) than during combined breeding and migratory periods (monthly ΦBreeding+Migration: 0.879 (0.825-0.918); for 8 month ΦBreeding+Migration: 0356 (0.215-0.504)). I recommend, based on high resight rates, continued monitoring of survival of wintering populations, to determine potential range-wide population declines. Keywords: survival, longevity, mortality, shorebird, overwinter, breeding, migration, life cycle Author Keywords: life cycle, longevity, mortality, non-breeding, shorebird, survival
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- Using a real-world chopping task to study motor learning and memory
- Typically task interference is studied using reaching adaptation tasks (visuomotor rotation and/or force-field learning). Participants in these experiments are already experts at the base task (point-to-point, planar reaching) and their ability to adapt reaching to the imposed perturbation is studied. The pattern of data induced by the perturbation is used to make inferences about the nature and neural correlates of our learning and memory for reaching perturbations, specifically, and motor performance in general. We wanted to see if it is possible to demonstrate this same interference pattern using a novel vegetable-chopping task, where we can easily recreate natural performance settings using a task for which we can easily identify non-experts. Participants performed a chopping task in which they are asked to chop a sweet potato into 5 mm-wide slices, matching the beat of a metronome (120 bpm). Following this initial learning, participants were exposed to an interference condition. Participants then performed trials of the original task again. Interference was inferred if the second performance of the original task was impaired, compared to initial performance. Experiment 1 involved novice choppers, and either the force or frequency of chops was manipulated. Only the altered frequency task produced interference effects. In Experiment 2, competent and expert choppers had to manage either a faster or slower frequency. We found evidence for interference in competents, but not experts. These results support the idea that the vulnerability to interference of motor memory changes with practice, and so any inferences made about memory structure must take into account not only expert performance, but every level of skill. Author Keywords: expertise, interference, motor learning, reaching adaptation