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
Engaging ethnic minority and majority blood donors in donor recruitment. Word-of-mouth is a potentially powerful way to recruit blood donors. Talking about donation increases awareness, trust, commitment and positive feelings about donating, particularly in ethnic minority groups. However, donors seldom tell others about donating. This project aims to determine how to motivate blood donors to recruit new donors using word-of-mouth, through research comprising co-design, surveys, and experiments. ....Engaging ethnic minority and majority blood donors in donor recruitment. Word-of-mouth is a potentially powerful way to recruit blood donors. Talking about donation increases awareness, trust, commitment and positive feelings about donating, particularly in ethnic minority groups. However, donors seldom tell others about donating. This project aims to determine how to motivate blood donors to recruit new donors using word-of-mouth, through research comprising co-design, surveys, and experiments. This project will generate new knowledge of how to encourage effective word-of-mouth for pro-social behaviours. Expected outcomes include producing culturally relevant, validated resources that will significantly benefit Australia by encouraging effective conversations to promote blood donation in all communities.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
New methods for analysing marketing Databases in the age of digital media. This is a time of enormous and rapid change in many areas of Australian business due to the introduction and widespread dissemination of digital media. It has resulted in the accumulation of large integrated databases of customer information and their transactions. Firms in all countries, particularly those challenged by distance and size, like Australia, are now seeking to find ways to make better use of their voluminous ....New methods for analysing marketing Databases in the age of digital media. This is a time of enormous and rapid change in many areas of Australian business due to the introduction and widespread dissemination of digital media. It has resulted in the accumulation of large integrated databases of customer information and their transactions. Firms in all countries, particularly those challenged by distance and size, like Australia, are now seeking to find ways to make better use of their voluminous information so as to make efficiency gains in their business processes, strategic decision-making and customer relationship management. Our project aims to contribute to the ARC priority research goal of smart information use by developing new methodologies for the analysis of these large integrated databases.Read moreRead less
Examination of consumers' and food industry's use and views of plant-based food products. Plant food products such as cereal grains, fruits, vegetables and legumes can provide physiological benefits for consumers, value-adding opportunities for industry, and, ecological sustainability. This project will examine the factors driving consumer interest in this area and gauge the extent of industry and mass media influences over consumer demand.
Major outcomes of the project include greater under ....Examination of consumers' and food industry's use and views of plant-based food products. Plant food products such as cereal grains, fruits, vegetables and legumes can provide physiological benefits for consumers, value-adding opportunities for industry, and, ecological sustainability. This project will examine the factors driving consumer interest in this area and gauge the extent of industry and mass media influences over consumer demand.
Major outcomes of the project include greater understanding of consumer use of these foods, segmentation of the consumer market, novel segmentation instruments, a stronger basis for communication between industry and consumers regarding plant foods, and identification of opportunities and barriers to the production and marketing of novel plant food products.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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Collective Engagement towards Social Purpose. This project aims to develop knowledge on how to engender collective engagement for a social purpose, such that the collective actions of the group facilitate well-being of the broader community. The project expects to generate new knowledge of how to drive the emergence of engagement from an individual to a collective level, and understand the benefits that can be gained by focusing this engagement on social purpose. Expected outcomes include measur ....Collective Engagement towards Social Purpose. This project aims to develop knowledge on how to engender collective engagement for a social purpose, such that the collective actions of the group facilitate well-being of the broader community. The project expects to generate new knowledge of how to drive the emergence of engagement from an individual to a collective level, and understand the benefits that can be gained by focusing this engagement on social purpose. Expected outcomes include measurement tools, an intervention framework for facilitating collective engagement, and mechanisms for leveraging this engagement for community well-being. This should provide significant benefits within organisations, by enhancing their social impact and facilitating economic growth and job creationRead moreRead less
Industrial Transformation Research Hubs - Grant ID: IH120100053
Funder
Australian Research Council
Funding Amount
$2,000,000.00
Summary
Unlocking the food value chain: Australian food industry transformation for the Association of Southeast Asian Nations (ASEAN) markets. Unlocking the food value chain: Australian food industry transformation for the Association of Southeast Asian Nations (ASEAN) markets. The University of Melbourne and Kraft Foods will lead an integrated research program to enhance Asian export opportunities for manufactured confectionery. The Research Hub will develop new product insights and innovative product ....Unlocking the food value chain: Australian food industry transformation for the Association of Southeast Asian Nations (ASEAN) markets. Unlocking the food value chain: Australian food industry transformation for the Association of Southeast Asian Nations (ASEAN) markets. The University of Melbourne and Kraft Foods will lead an integrated research program to enhance Asian export opportunities for manufactured confectionery. The Research Hub will develop new product insights and innovative production technologies that will enable Australia’s largest manufacturing sector to exploit new markets such as India and China.Read moreRead less