Innovative Use of Customer Data for Business Growth. This project aims to apply and adapt the latest machine learning techniques to enable companies to utilise their existing customer data to reveal purchase motivations, product preferences, and responsiveness to marketing communications for each single customer. A widespread practice in marketing is to partition customers into broad groups, but customers expect products and services that are tailored to their individual needs. This presents ex ....Innovative Use of Customer Data for Business Growth. This project aims to apply and adapt the latest machine learning techniques to enable companies to utilise their existing customer data to reveal purchase motivations, product preferences, and responsiveness to marketing communications for each single customer. A widespread practice in marketing is to partition customers into broad groups, but customers expect products and services that are tailored to their individual needs. This presents extreme challenges due to the size and complexity of customer databases. The expected outcomes will enable Australian companies to attract and retain more customers, and make more efficient use of their marketing budget. Benefits include equipping companies to better compete domestically and globally.Read moreRead less
A Protocol for Customer Relationship Management Implementation and Evaluation. In 2001, companies worldwide invested US$20 billion (US$125 billion by 2004) in Customer Relationship Management (CRM). Despite the magnitude of this investment, the general consensus among practitioners is that most CRM systems have failed to live up to expectations. This is somewhat alarming, given that the theoretical underpinnings of relationship management are both well developed and intuitively sound. This pr ....A Protocol for Customer Relationship Management Implementation and Evaluation. In 2001, companies worldwide invested US$20 billion (US$125 billion by 2004) in Customer Relationship Management (CRM). Despite the magnitude of this investment, the general consensus among practitioners is that most CRM systems have failed to live up to expectations. This is somewhat alarming, given that the theoretical underpinnings of relationship management are both well developed and intuitively sound. This project investigates the contradiction between relationship theory and CRM practice. It will identify and synthesise critical factors in the success or failure of attempts to implement CRM as a preliminary stage to developing a protocol for successful CRM implementation and evaluation.Read moreRead less
Increasing Visitor Frequency: approach to understanding and forecasting how cultural attraction visitors respond to various incentives to increase visitation rates. Museums have been steadily losing visitors over the past decade. While current research indicates that this may be attributed to greater leisure competition, little is understood about how people make choices to visit or not to visit cultural attractions. The aim of this project is to develop, demonstrate and test a Random Utility Th ....Increasing Visitor Frequency: approach to understanding and forecasting how cultural attraction visitors respond to various incentives to increase visitation rates. Museums have been steadily losing visitors over the past decade. While current research indicates that this may be attributed to greater leisure competition, little is understood about how people make choices to visit or not to visit cultural attractions. The aim of this project is to develop, demonstrate and test a Random Utility Theory (RUT)-based modelling approach allowing managers of cultural attractions to understand and predict the likely visitation consequences of potential initiatives. We wish to model visitor choices of museums versus other competing attractions to allow museums to identify specific strategic actions (or combinations) to achieve organisational goals.Read moreRead less
Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XM ....Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XML profiles for the different data sets and business processes, novel techniques for conjoint mining of structured and semi-structured data, and adaptive business intelligence techniques. The results will be validated using large real-world data sets provided by the partner organisation.Read moreRead less
Can commerce be authentic? Developing and testing consumer-based measures of brand authenticity. Academics and practitioners identify the management of brand authenticity as a critical success factor in building brand equity. Significant opportunities exist for Australian firms to benefit from application of a brand authenticity scale in the development of brand communication strategies. In particular, small firms where reputation can be built on an authentic connection to family or regional his ....Can commerce be authentic? Developing and testing consumer-based measures of brand authenticity. Academics and practitioners identify the management of brand authenticity as a critical success factor in building brand equity. Significant opportunities exist for Australian firms to benefit from application of a brand authenticity scale in the development of brand communication strategies. In particular, small firms where reputation can be built on an authentic connection to family or regional history; tourism organisations where consumption is driven by authenticity; or exporters of local brands where perceptions of what is authentically Australian are critical. It is also significant for sports organisations where the opportunity to self-authenticate is a major motivation for consumers whether spectator or participant.Read moreRead less
Transforming Primary Healthcare Service Delivery: A Digital-Human Approach. This project aims to address the urgent need for a transformational shift in thinking and actions in primary healthcare service delivery. Primary care clinics, the front door of Australia's healthcare, are under considerable strain. By using a four-phase mixed methodology design across four Australian states, this project expects to generate a national evidence-based framework which takes a dual approach combining the us ....Transforming Primary Healthcare Service Delivery: A Digital-Human Approach. This project aims to address the urgent need for a transformational shift in thinking and actions in primary healthcare service delivery. Primary care clinics, the front door of Australia's healthcare, are under considerable strain. By using a four-phase mixed methodology design across four Australian states, this project expects to generate a national evidence-based framework which takes a dual approach combining the use of digital technology with humanness. Expected outcomes include the development of an Australian-first evidence-based digital resource kit, including two new tools, and a new co-designed roadmap to better facilitate this important change journey to enhance patient experience, employee wellbeing and clinic performance.
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The impact of new professional sporting teams on community engagement and fan development. New professional sporting teams are costly, often requiring substantial infrastructural support and government subsidies. This study of the launch of two new AFL teams will clarify the benefits gained in terms of the fan base they will stimulate as well as the well-being of the communities they enter, and identify ways to maximise both outcomes. This knowledge will increase the likelihood of AFL survival i ....The impact of new professional sporting teams on community engagement and fan development. New professional sporting teams are costly, often requiring substantial infrastructural support and government subsidies. This study of the launch of two new AFL teams will clarify the benefits gained in terms of the fan base they will stimulate as well as the well-being of the communities they enter, and identify ways to maximise both outcomes. This knowledge will increase the likelihood of AFL survival in a highly competitive global industry, and ensure governments and communities receive the best return for their investment in the new teams. A comprehensive understanding of the processes of acculturation for complex cultural services like AFL will also benefit other sporting and recreational industries that rely upon community support.Read moreRead less
An investigation into consumer perspectives on emotional, attitudinal and behavioural loyalty. Attracting and retaining loyal customers is central to the economic viability of organisations. Yet, scholars have not resolved how to define brand loyalty, what contributes to brand loyalty for different services, products and industries over time nor the appropriate application of brand loyalty measures in different contexts. Current conceptualisations overlook the role of emotion and its relations ....An investigation into consumer perspectives on emotional, attitudinal and behavioural loyalty. Attracting and retaining loyal customers is central to the economic viability of organisations. Yet, scholars have not resolved how to define brand loyalty, what contributes to brand loyalty for different services, products and industries over time nor the appropriate application of brand loyalty measures in different contexts. Current conceptualisations overlook the role of emotion and its relationship with the other dimensions of brand loyalty. The proposed project will be the first application of a prototype approach and one of the few studies to use quantitative longitudinal research techniques to further understanding of what brand loyalty is and how it develops.Read moreRead less
Healthy eating campaigns: perceptions of the message and messenger. This project will be a means to evaluate the likely effectiveness of some of the resolutions of the NSW Childhood Obesity Summit aimed at the commercial food industry and the media. The project will provide information for the food industry on consumers' perceptions of their credibility as a source of information about healthy eating. This will inform the development of communication campaigns, as well as provide guidance on de ....Healthy eating campaigns: perceptions of the message and messenger. This project will be a means to evaluate the likely effectiveness of some of the resolutions of the NSW Childhood Obesity Summit aimed at the commercial food industry and the media. The project will provide information for the food industry on consumers' perceptions of their credibility as a source of information about healthy eating. This will inform the development of communication campaigns, as well as provide guidance on development and marketing of 'healthier' brand extensions. The project will also have considerable benefit for public health. The findings will be relevant to government and non-government health promotion organisations considering the effectiveness of social marketing campaigns in association with food companies.Read moreRead less
Modelling the Diffusion of Innovation in Marketing Research. This project will identify and explain the utilisation of marketing research in Australian organisations. The major (but not exclusive) focus will be the diffusion of Internet-based marketing research innovations. Previous studies of marketing research have been limited, through focussing on only one sector (such as tourism) or aspect of usage, or by using small samples, or by excluding important Internet innovations or managerial eval ....Modelling the Diffusion of Innovation in Marketing Research. This project will identify and explain the utilisation of marketing research in Australian organisations. The major (but not exclusive) focus will be the diffusion of Internet-based marketing research innovations. Previous studies of marketing research have been limited, through focussing on only one sector (such as tourism) or aspect of usage, or by using small samples, or by excluding important Internet innovations or managerial evaluations. This project will investigate the diffusion of marketing research across many industrial sectors, over several years. The project will yield "benchmarking" benefits of immediate value, and enduring benefits through the continuing evaluation of innovative research practices.Read moreRead less