Description:
The consequences of introducing riparian shade on in-stream community structure has not been well explored in south-eastern Australia. With catchment managers focusing on revegetation of riparian zones, there is a need to understand, monitor, and predict changes in ecological patters and processes that may take place as a system shifts from an open to a shaded stream community. Presented in this thesis is a conceptual model portraying possible responses of a macrophyte community to light reduction as a result of the introduction of riparian vegetation. This model was tested in the field by artificially shading sites (three shade treatments) to observe the direct effects of light reduction on Phragmites australis growth and structure and flow-on effects to associated in-stream biota."
Description:
The consequences of introducing riparian shade on in-stream community structure has not been well explored in south-eastern Australia. With catchment managers focusing on revegetation of riparian zones, there is a need to understand, monitor, and predict changes in ecological patters and processes that may take place as a system shifts from an open to a shaded stream community. Presented in this thesis is a conceptual model portraying possible responses of a macrophyte community to light reduction as a result of the introduction of riparian vegetation. This model was tested in the field by artificially shading sites (three shade treatments) to observe the direct effects of light reduction on Phragmites australis growth and structure and flow-on effects to associated in-stream biota."
Description:
In recent years large-scale global optimization (GO) problems have drawn considerable attention. These problems have many applications, in particular in data mining and biochemistry. Numerical methods for GO are often very time consuming and could not be applied for high-dimensional non-convex and / or non-smooth optimization problems. The thesis explores reasons why we need to develop and study new algorithms for solving large-scale GO problems .... The thesis presents several derivative-free hybrid methods for large scale GO problems. These methods do not guarantee the calculation of a global solution; however, results of numerical experiments presented in this thesis demonstrate that they, as a rule, calculate a solution which is a global one or close to it. Their applications to data mining problems and the protein folding problem are demonstrated.
Description:
In recent years large-scale global optimization (GO) problems have drawn considerable attention. These problems have many applications, in particular in data mining and biochemistry. Numerical methods for GO are often very time consuming and could not be applied for high-dimensional non-convex and / or non-smooth optimization problems. The thesis explores reasons why we need to develop and study new algorithms for solving large-scale GO problems .... The thesis presents several derivative-free hybrid methods for large scale GO problems. These methods do not guarantee the calculation of a global solution; however, results of numerical experiments presented in this thesis demonstrate that they, as a rule, calculate a solution which is a global one or close to it. Their applications to data mining problems and the protein folding problem are demonstrated.
Description:
"A bijection mapping that assigns natural numbers to vertices and/or edges of a graph is called a labeling. In this thesis, we consider graph labelings that have weights associated with each edge and/or vertex. If all the vertex weights (respectively, edge weights) have the same value then the labeling is called magic. If the weight is different for every vertex (respectively, every edge) then we called the labeling antimagic. In this thesis we introduce some variations of magic and antimagic labelings and discuss their properties and provide corresponding labeling schemes. There are two main parts in this thesis. One main part is on vertex labeling and the other main part is on edge labeling."
Description:
"A bijection mapping that assigns natural numbers to vertices and/or edges of a graph is called a labeling. In this thesis, we consider graph labelings that have weights associated with each edge and/or vertex. If all the vertex weights (respectively, edge weights) have the same value then the labeling is called magic. If the weight is different for every vertex (respectively, every edge) then we called the labeling antimagic. In this thesis we introduce some variations of magic and antimagic labelings and discuss their properties and provide corresponding labeling schemes. There are two main parts in this thesis. One main part is on vertex labeling and the other main part is on edge labeling."
Description:
"This thesis investigates several non-linear analogues of Lagrange functions in the hope of answering the question 'Is it possible to generalise Lagrange functions such that they may be applied to a range of nonconvex objective problems?' The answer to this question is found to be yes for a particular class of optimization problems. Furthermore the thesis asserts that in derivative free optimization the general schema which is most theoretically and practically appealing involves the reformulation of both objective and constraint functions, whilst the least practically successful approach for everything but the most simple convex case is the augmented Lagrangian approach."
Description:
"This thesis investigates several non-linear analogues of Lagrange functions in the hope of answering the question 'Is it possible to generalise Lagrange functions such that they may be applied to a range of nonconvex objective problems?' The answer to this question is found to be yes for a particular class of optimization problems. Furthermore the thesis asserts that in derivative free optimization the general schema which is most theoretically and practically appealing involves the reformulation of both objective and constraint functions, whilst the least practically successful approach for everything but the most simple convex case is the augmented Lagrangian approach."
Description:
The purpose of this thesis is to develop some new algorithms based on optimization techniques for solving some problems in some areas of telecommunications and the Internet. There are two main parts to this thesis. In the first part we discuss optimization based stochastic and queueing models in telecommunications network corrective maintenance. In the second part we develop optimization based clustering (OBC) algorithms for network evolution and multicast routing. The most typical scenario encountered during mathematical optimization modelling in telecommunications, for example, is to minimize the cost of establishment and maintenance of the networks subject to the performance constraints of the networks and the reliability constraints of the networks as well. Most of these optimization problems are global optimization, that is, they have many local minima and most of these local minima do not provide any useful information for solving these problems. Therefore, the development of effective methods for solving such global optimization problems is important. To run the telecommunications networks with cost-effective network maintenance,we need to establish a practical maintenance model and optimize it. In the first part of the thesis, we solve a known stochastic programming maintenance optimization model with a direct method and then develop some new models. After that we introduce queue programming models in telecommunications network maintenance optimization. The ideas of profit, loss, and penalty will help telecommunications companies have a good view of their maintenance policies and help them improve their service. In the second part of this thesis we propose the use of optimization based clustering (OBC) algorithms to determine level-constrained hierarchical trees for network evolution and multicast routing. This problem is formulated as an optimization problem with a non-smooth, non-convex objective function. Different algorithms are examined for solving this problem. Results of numerical experiments using some artifiicial and real-world databases are reported.
Description:
The purpose of this thesis is to develop some new algorithms based on optimization techniques for solving some problems in some areas of telecommunications and the Internet. There are two main parts to this thesis. In the first part we discuss optimization based stochastic and queueing models in telecommunications network corrective maintenance. In the second part we develop optimization based clustering (OBC) algorithms for network evolution and multicast routing. The most typical scenario encountered during mathematical optimization modelling in telecommunications, for example, is to minimize the cost of establishment and maintenance of the networks subject to the performance constraints of the networks and the reliability constraints of the networks as well. Most of these optimization problems are global optimization, that is, they have many local minima and most of these local minima do not provide any useful information for solving these problems. Therefore, the development of effective methods for solving such global optimization problems is important. To run the telecommunications networks with cost-effective network maintenance,we need to establish a practical maintenance model and optimize it. In the first part of the thesis, we solve a known stochastic programming maintenance optimization model with a direct method and then develop some new models. After that we introduce queue programming models in telecommunications network maintenance optimization. The ideas of profit, loss, and penalty will help telecommunications companies have a good view of their maintenance policies and help them improve their service. In the second part of this thesis we propose the use of optimization based clustering (OBC) algorithms to determine level-constrained hierarchical trees for network evolution and multicast routing. This problem is formulated as an optimization problem with a non-smooth, non-convex objective function. Different algorithms are examined for solving this problem. Results of numerical experiments using some artifiicial and real-world databases are reported.
Description:
The overall aim of this portfolio is to discuss [...] understanding of the curriculum process surrounding the development of the Health and Physical Education Curriculum and Standards Framework II (HPE CSFII) and its implementation in a Victorian secondary school. The unit of analysis was a group of physical educators from Newviews Secondary College. Throughout 2002, interviews, surveys and document analysis were used to see how 'how and if' the HPE CSFII was being adopted and 'implemented' by the group.
Description:
"This study is an investigation of progress in Australia over the 20th century. Progress is defined here as the enhancement of human wellbeing. For the purposes of this study, human wellbeing will be characterised by five main components: knowledge, environment, economy, individual and social. Enhancement refers to positive directional change in terms of these components. The study firstly develops a framework to conceptualise progress. It then collects and uses statistical data in a descriptive study of what happened in Australia, over those 100 years, in terms of progress in general and in terms of its components. The study also develops a typology of relationships for models of progress, which best explain the Australian data. This study finally explores some of the relationships between the elements that make up the components of progress and looks at ways to best explain what has happened..." --p.1.
Description:
"This study is an investigation of progress in Australia over the 20th century. Progress is defined here as the enhancement of human wellbeing. For the purposes of this study, human wellbeing will be characterised by five main components: knowledge, environment, economy, individual and social. Enhancement refers to positive directional change in terms of these components. The study firstly develops a framework to conceptualise progress. It then collects and uses statistical data in a descriptive study of what happened in Australia, over those 100 years, in terms of progress in general and in terms of its components. The study also develops a typology of relationships for models of progress, which best explain the Australian data. This study finally explores some of the relationships between the elements that make up the components of progress and looks at ways to best explain what has happened..." --p.1.
Description:
Arid areas are often overgrazed and dysfunctional with poor recruitment of desirable species, diminished control over resources and altered soil properties. Restoration ecology re-establishes these valued processes. State-and-transition models summarise knowledge of vegetation dynamics and tools for restoration, and encourage the incorporation of new information. The model developed here for semi-arid woodlands of north-west Victoria highlighted the unknown cause of observed, natural recruitment and the need for a technique, other than direct seeding and handplanting, for enhancing the recruitment of desirable species. I pursued these knowledge gaps for two dominant, woodland trees: Allocasuarina luehmannii and Casuarina pauper. Natural recruitment of juvenile C. pauper was found to be limited and primarily from root suckers. Extensive recruitment of A. luehmannii was shown to be mostly seedlings established following substantial reductions in grazing pressure since 1996. Seedlings were associated with areas devoid of ground flora near a female tree. The importance of competition between seedlings and ground flora, spatial variation in soil moisture and individual variation in the quantity of seed produced deserves further investigation to enhance future restoration success. Root suckers of both C. pauper and A. luehmannii can be artificially initiated, albeit in low numbers and this was found to be a feasible, new tool for restoration. Suckers are preceded by the growth of callus tissue on exposed or damaged, living, shallow roots. Both male and female trees can produce suckers and spring treatments may be more successful. Genetic fingerprinting of mature A. luehmannii and C. pauper trees in six populations did not identify any clonal individuals indicating that recruitment in the past has been from seedlings. Despite this, the high level of gene flow suggests that the impact of introducing small numbers of root suckers into existing populations is unlikely to impact negatively on the population genetics of these species.
Description:
Arid areas are often overgrazed and dysfunctional with poor recruitment of desirable species, diminished control over resources and altered soil properties. Restoration ecology re-establishes these valued processes. State-and-transition models summarise knowledge of vegetation dynamics and tools for restoration, and encourage the incorporation of new information. The model developed here for semi-arid woodlands of north-west Victoria highlighted the unknown cause of observed, natural recruitment and the need for a technique, other than direct seeding and handplanting, for enhancing the recruitment of desirable species. I pursued these knowledge gaps for two dominant, woodland trees: Allocasuarina luehmannii and Casuarina pauper. Natural recruitment of juvenile C. pauper was found to be limited and primarily from root suckers. Extensive recruitment of A. luehmannii was shown to be mostly seedlings established following substantial reductions in grazing pressure since 1996. Seedlings were associated with areas devoid of ground flora near a female tree. The importance of competition between seedlings and ground flora, spatial variation in soil moisture and individual variation in the quantity of seed produced deserves further investigation to enhance future restoration success. Root suckers of both C. pauper and A. luehmannii can be artificially initiated, albeit in low numbers and this was found to be a feasible, new tool for restoration. Suckers are preceded by the growth of callus tissue on exposed or damaged, living, shallow roots. Both male and female trees can produce suckers and spring treatments may be more successful. Genetic fingerprinting of mature A. luehmannii and C. pauper trees in six populations did not identify any clonal individuals indicating that recruitment in the past has been from seedlings. Despite this, the high level of gene flow suggests that the impact of introducing small numbers of root suckers into existing populations is unlikely to impact negatively on the population genetics of these species.
Description:
This research is the incorporation and melding of classical and Bayesian statistical techniques into an iterative methodology aimed at reducing two major confounding issues in Adverse Drug Reactions (ADRs), confounding by association (drug therapy) and confounding by indication (medical condition) to assist in the detection of signals. [...] This study highlights the ability of the STATFILE algorithm to detect drugs that are potential signals. More importantly, it also flags those drugs that are considered to be bystander drugs or noise, consequently reducing confounding by association. [...] This work highlights the significance and viability of an automated signal detection system and its practical application for the Australian spontaneous reporting of ADRs scene and potentially the international scene.
The construct validity of the Attention-Deficit/Hyperactivity Disorder and Oppositional Defiant Disorder symptoms : A multitrait-multisource approach based on father and mother ratings
Description:
There has been considerable debate over the construct validity of the Attention-Deficit / Hyperactivity Disorder (AD/HD) and Oppositional Defiant Disorder (ODD) symptoms in past research due to measurement error (e.g., source effects) associated with parent and teacher ratings of childhood behaviour. Recent multitrait-multisource (MT-MS) studies have attempted to account for measurement error by using multiple sources involving parents and teachers. These studies have identified low trait variance in the AD/HD and ODD dimensions, thereby raising questions about the validity of the AD/HD - inattention (IN), AD/HD - hyperactivity/impulsivity (H/I), and ODD constructs. However, as these studies examine ratings from different settings (i.e., home and school) it can be argued that the low trait variance in the AD/HD constructs may reflect cross-situational differences. The current research used confirmatory factor analysis (CFA) procedures to examine the internal and external validity of AD/HD and ODD symptoms based on ratings (i.e., mother and father) from individuals in the same setting...
Description:
There has been considerable debate over the construct validity of the Attention-Deficit / Hyperactivity Disorder (AD/HD) and Oppositional Defiant Disorder (ODD) symptoms in past research due to measurement error (e.g., source effects) associated with parent and teacher ratings of childhood behaviour. Recent multitrait-multisource (MT-MS) studies have attempted to account for measurement error by using multiple sources involving parents and teachers. These studies have identified low trait variance in the AD/HD and ODD dimensions, thereby raising questions about the validity of the AD/HD - inattention (IN), AD/HD - hyperactivity/impulsivity (H/I), and ODD constructs. However, as these studies examine ratings from different settings (i.e., home and school) it can be argued that the low trait variance in the AD/HD constructs may reflect cross-situational differences. The current research used confirmatory factor analysis (CFA) procedures to examine the internal and external validity of AD/HD and ODD symptoms based on ratings (i.e., mother and father) from individuals in the same setting...
Description:
"Although a multitude of preventative programs have been utilised worldwide to modify cardiovascular risk factors, none have included internet based interventions. Study 1 aimed to compare internet based (n = 21), face-to-face (n = 27), and combined (n = 21) treatment groups with a naturally occurring control group (n = 24) on physiological, psychological, and lifestyle risk variables for cardiovascular disease across 6-months, and to determine if there were relationships between changes in the psychological and physiological variables over time. Results indicated that the internet based group had significantly greater social reciprocity than the face-to-face group. Significant time effects were noted for heart rate, stress, depression, anxiety, reciprocity, anger expression-out, anger expression-in, anger control-out, and anger control-in. Results also demonstrated that increases in reciprocity and anxiety, and decreases in anger expression-out, were related to increases in heart rate. "In contrast, less anger suppression was a significant predictor of greater systolic blood pressure. However, there were no significant results for group, time, or predictive value for the other psychological, physiological, and lifestyle risk variables. A follow-up study examined the effects of unstructured (n = 13) and highly structured (n =14) internet based programs on physiological, psychological, and lifestyle risk variables for coronary heart disease over 6-months. It also investigated if there were relationships between changes in the psychological and physiological variables over time. Participants stages of change were assessed in relation to psychological and lifestyle risk variables. Results showed that the unstructured group scored significantly higher on anger-expression-out than the highly structured group and that the unstructured groups alcohol usage significantly reduced over time. "The remaining psychological, physiological and lifestyle risk variables did not produce significant group, time, or predictive changes. The stage of change results indicated no significant group or time effects. Results indicated that greater angry reaction scores were predictive of higher heart rate and increased stress scores were predictive of higher diastolic blood pressure. The critical psychological variables predictive of poorer cardiovascular functioning should be targeted in future interventions."
Description:
Members of the Kunibídji community are the traditional owners of the lands and seas around Maningrida, a remote community in Arnhem Land in Northern Australia. Kunibídji children speak Ndjébbana as their first language and learn to speak English as a third or fourth language at school. Underpinning this study is a belief that the children have the right to speak their own language and access texts in their own language at home. [...] This study investigated the literacy practices that approximately fifty Kunibídji children enacted in the literacy events with the Ndjébbana talking books. [...] This study found that Kunibídji children had a desire to access the Ndjébbana talking books, a will to participate in the literacy events and the capacity to be critical about these literacy events at home.
Description:
Members of the Kunibídji community are the traditional owners of the lands and seas around Maningrida, a remote community in Arnhem Land in Northern Australia. Kunibídji children speak Ndjébbana as their first language and learn to speak English as a third or fourth language at school. Underpinning this study is a belief that the children have the right to speak their own language and access texts in their own language at home. [...] This study investigated the literacy practices that approximately fifty Kunibídji children enacted in the literacy events with the Ndjébbana talking books. [...] This study found that Kunibídji children had a desire to access the Ndjébbana talking books, a will to participate in the literacy events and the capacity to be critical about these literacy events at home.
Description:
This study investigated the role of psychological variables in help-seeking behaviour and attitudes in a rural population, with particular emphasis as to whether differences existed between farmers and non-farming rural residents. These groups were contrasted, as research suggests that farmers appear to be a sub-group of the Australian population at increased risk of chronic health problems and suicide, even in comparison to other rural residents.
Description:
This thesis investigates the impact of clustering on the development and operation of wine and tourism industries in Victoria, Australia. Specifically, the research analyses the structure and competitive strength of industry players, and highlights the importance of geographic co-location on their behaviour. In essence, this study examines micro-clusters in these regional industries to identify overlap and complementarity between them. The research focuses on three case studies based around geographic locations in Central and Western Victoria - Ballarat, Northern Grampians and Bendigo regions. "The primary aim of the study is to gain an understanding of the scope of wine and tourism micro-clusters and how they interact. [...] Generally speaking, this study develops and applies a framework that demonstrates the relevance of cluster theory as a regional development tool for scenarios that fucus on co-located clusters at a micro level, as opposed to the majority of research reported that focuses on the macro level."
Description:
This thesis investigates the impact of clustering on the development and operation of wine and tourism industries in Victoria, Australia. Specifically, the research analyses the structure and competitive strength of industry players, and highlights the importance of geographic co-location on their behaviour. In essence, this study examines micro-clusters in these regional industries to identify overlap and complementarity between them. The research focuses on three case studies based around geographic locations in Central and Western Victoria - Ballarat, Northern Grampians and Bendigo regions. "The primary aim of the study is to gain an understanding of the scope of wine and tourism micro-clusters and how they interact. [...] Generally speaking, this study develops and applies a framework that demonstrates the relevance of cluster theory as a regional development tool for scenarios that fucus on co-located clusters at a micro level, as opposed to the majority of research reported that focuses on the macro level."
Description:
"This study set out to determine if and how men change their approach to fatherhood for reasons other than those prescribed by society, that is, are fathers capable of change for personal and interpersonal reasons. ... The participants needed to have experienced a life event whist being a father."
Description:
"This study set out to determine if and how men change their approach to fatherhood for reasons other than those prescribed by society, that is, are fathers capable of change for personal and interpersonal reasons. ... The participants needed to have experienced a life event whist being a father."
Description:
This study investigated how student expectations, experiences and involvement in physical education teacher education impacted upon and shaped identity development. The research focused on student social interactions and identified a range of behaviours and practices which reinforced student notions of what it means to be a physical educator. [...] The research itself was conducted within a creative analytical practice framework resulting in the following research products: the thesis text; a collection of one act plays titled, 'Plays from the identity playground', written about student social experiences; a CD which includes the filmed production of one of the plays 'Boys' training', and 'I can be this: a phototext', which presents key 'photographic' themes as insights into PETE student social events and activities.
Description:
"Group decision-making usually involves a process of discussion and evaluation of alternatives. Important aspects of a group decision support system are: freedom to participate; the ability to explicitly present points of view; the ability to augment or oppose views by supporting evidence and reasoning; and the ability to use and consider other additional views .... The overall aim of this work is to develop an approach that can alleviate some of the problems associated with group commuication and consensus decision-making by effectively supporting group discussions towards consensus. Towards achieving this goal we have developed an approach called ConSULT (Consensus based on a Shared Understanding of a Leading Topic) as a computer-mediated framework to allow argumentation, collection and evaluation of discussion and group decision-making. This approach employs existing theories and techniques in computer-mediated communication, argumentation, Delphi and voting." -- Abstract.
Description:
Master of Information Technology
Description:
"Group decision-making usually involves a process of discussion and evaluation of alternatives. Important aspects of a group decision support system are: freedom to participate; the ability to explicitly present points of view; the ability to augment or oppose views by supporting evidence and reasoning; and the ability to use and consider other additional views .... The overall aim of this work is to develop an approach that can alleviate some of the problems associated with group commuication and consensus decision-making by effectively supporting group discussions towards consensus. Towards achieveing this goal we have developed an approach called ConSULT (Consensus based on a Shared Understanding of a Leading Topic) as a computer-mediated framework to allow argumentation, collection and evaluation of discussion and group decision-making. This approach employs existing theories and techniques in computer-mediated communication, argumentation, Delphi and voting." -- Abstract.
Description:
"Group decision-making usually involves a process of discussion and evaluation of alternatives. Important aspects of a group decision support system are: freedom to participate; the ability to explicitly present points of view; the ability to augment or oppose views by supporting evidence and reasoning; and the ability to use and consider other additional views .... The overall aim of this work is to develop an approach that can alleviate some of the problems associated with group commuication and consensus decision-making by effectively supporting group discussions towards consensus. Towards achieving this goal we have developed an approach called ConSULT (Consensus based on a Shared Understanding of a Leading Topic) as a computer-mediated framework to allow argumentation, collection and evaluation of discussion and group decision-making. This approach employs existing theories and techniques in computer-mediated communication, argumentation, Delphi and voting." -- Abstract.
Description:
Master of Information Technology
Description:
"Group decision-making usually involves a process of discussion and evaluation of alternatives. Important aspects of a group decision support system are: freedom to participate; the ability to explicitly present points of view; the ability to augment or oppose views by supporting evidence and reasoning; and the ability to use and consider other additional views .... The overall aim of this work is to develop an approach that can alleviate some of the problems associated with group commuication and consensus decision-making by effectively supporting group discussions towards consensus. Towards achieveing this goal we have developed an approach called ConSULT (Consensus based on a Shared Understanding of a Leading Topic) as a computer-mediated framework to allow argumentation, collection and evaluation of discussion and group decision-making. This approach employs existing theories and techniques in computer-mediated communication, argumentation, Delphi and voting." -- Abstract.
Description:
Injury and illness associated with drugs are major problems in Australia and around the world, despite significant developments in the area of adverse drug reaction (ADR) decision support technology. The aims of this thesis are: to investigate the ADR decision domain; to determine factors that may assist in the prevention, detection and management of ADRs; and, to inform the pre-requirements analysis phase of the development of decision support systems. An approach has been taken that permits open and grounded study of the decision environment. This approach can then be used to frame and inform the design of an ADR decision support system. Fifteen case studies that comprise self selected consumers, the treating medical practitioner/s and expert perspectives of a single instance of an ADR (fifteen in-depth consumer interviews, eight in-depth medical practitioner interviews and 30 expert written questionnaires), have been collected and analysed using a grounded theory approach, a symbolic interactionist theoretical framework and a social constructionist epistemology. The analysis was performed from three perspectives: individual case study analysis (all interviews for an instance of an ADR); group analysis (consumer, medical practitioner and expert views) and analysis combining the individual case studies and groups of data. Concepts, themes and theory have emerged from these data in the following areas: • the contribution of the differences in understanding of the core concepts within this domain, to misunderstandings between decision-makers; • the consumer as a diagnostic decision-maker in the ADR decision domain; • differential diagnostic strategies used by the consumers and medical practitioners; • complexities in the ADR decision domain that make diagnosis difficult; • the role of ADR information in consumer and medical practitioner decision-making; • decision types used by consumers and medical practitioners in the ADR decision domain; • resources used by consumers, medical practitioners and experts to inform their ADR decisions; • decision-making with partial knowledge of the consumer case history, drug behaviour and diseases; • the impact of suspected ADRs on consumers and on future decision-making; • medical practitioner/consumer decision-making models; and, • reasons for low ADR reporting and the impact on the development of new ADR knowledge. The results above suggest the following: • The ADR decision domain is more complex than the current ADR decision support focus and that broadening this focus may assist in providing a more complete and useful decision support solution. • Improving the prevention, detection and management of ADRs requires more than providing prescribers with up to date ADR information. Other important factors are sharing of information, awareness of the role of the consumer, a collaborative approach between the consumers and medical practitioners, and generation of new ADR knowledge. • A grounded theory analysis of case study data using the theoretical perspectives of social constructionism and symbolic interactionism provided insight into this domain from the perspectives of multiple decision-makers. This may be an approach that can be used by systems analysts to inform the requirements analysis phases of decision support within other domains. The results of this qualitative work are preliminary. Future work is required to confirm and expand these results.
Description:
Injury and illness associated with drugs are major problems in Australia and around the world, despite significant developments in the area of adverse drug reaction (ADR) decision support technology. The aims of this thesis are: to investigate the ADR decision domain; to determine factors that may assist in the prevention, detection and management of ADRs; and, to inform the pre-requirements analysis phase of the development of decision support systems. An approach has been taken that permits open and grounded study of the decision environment. This approach can then be used to frame and inform the design of an ADR decision support system. Fifteen case studies that comprise self selected consumers, the treating medical practitioner/s and expert perspectives of a single instance of an ADR (fifteen in-depth consumer interviews, eight in-depth medical practitioner interviews and 30 expert written questionnaires), have been collected and analysed using a grounded theory approach, a symbolic interactionist theoretical framework and a social constructionist epistemology. The analysis was performed from three perspectives: individual case study analysis (all interviews for an instance of an ADR); group analysis (consumer, medical practitioner and expert views) and analysis combining the individual case studies and groups of data. Concepts, themes and theory have emerged from these data in the following areas: • the contribution of the differences in understanding of the core concepts within this domain, to misunderstandings between decision-makers; • the consumer as a diagnostic decision-maker in the ADR decision domain; • differential diagnostic strategies used by the consumers and medical practitioners; • complexities in the ADR decision domain that make diagnosis difficult; • the role of ADR information in consumer and medical practitioner decision-making; • decision types used by consumers and medical practitioners in the ADR decision domain; • resources used by consumers, medical practitioners and experts to inform their ADR decisions; • decision-making with partial knowledge of the consumer case history, drug behaviour and diseases; • the impact of suspected ADRs on consumers and on future decision-making; • medical practitioner/consumer decision-making models; and, • reasons for low ADR reporting and the impact on the development of new ADR knowledge. The results above suggest the following: • The ADR decision domain is more complex than the current ADR decision support focus and that broadening this focus may assist in providing a more complete and useful decision support solution. • Improving the prevention, detection and management of ADRs requires more than providing prescribers with up to date ADR information. Other important factors are sharing of information, awareness of the role of the consumer, a collaborative approach between the consumers and medical practitioners, and generation of new ADR knowledge. • A grounded theory analysis of case study data using the theoretical perspectives of social constructionism and symbolic interactionism provided insight into this domain from the perspectives of multiple decision-makers. This may be an approach that can be used by systems analysts to inform the requirements analysis phases of decision support within other domains. The results of this qualitative work are preliminary. Future work is required to confirm and expand these results.
Description:
"The study focused on C. pauper woodland in northwest Victoria, an area where the recent establishment of the Murray-Sunset National Park (MSNP) provides an ideal opportunity to manage these woodlands to promote regeneration"
Description:
"The study focused on C. pauper woodland in northwest Victoria, an area where the recent establishment of the Murray-Sunset National Park (MSNP) provides an ideal opportunity to manage these woodlands to promote regeneration"