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
Can Sponsorship deliver Corporate Social Responsibility (CSR)? Examining internal and external perceptions of sponsors' CSR. This study examines whether and how sponsorship can be effective when supporting community-based activities. As the cost of large scale events continues to escalate, defining a value proposition to appeal to local sponsors may help smaller clubs and non-profit organisations to survive or even thrive. For small and medium size businesses, leveraging the sponsoring of commun ....Can Sponsorship deliver Corporate Social Responsibility (CSR)? Examining internal and external perceptions of sponsors' CSR. This study examines whether and how sponsorship can be effective when supporting community-based activities. As the cost of large scale events continues to escalate, defining a value proposition to appeal to local sponsors may help smaller clubs and non-profit organisations to survive or even thrive. For small and medium size businesses, leveraging the sponsoring of community-based organisations via Corporate Social Responsibility (CSR) may be effective in gaining a competitive advantage against larger competitors. This study can assist in the quantification of such CSR sponsorship benefits, in times of increased social and economic accountability and uncertain economic growth.Read moreRead less
Funding our future: perceptions of the value of financial planning advice. This project will examine how perceptions of the value of financial planning advice are formed over time. If this is understood then both government and the industry can develop better strategies to encourage those who can benefit from financial advice to recognise and gain value from the service.
Leveraging mobile phone technology to influence responsible drinking behaviours. Alcohol remains a key social and health issue for Australia, particularly for young women. The project will assess the impact of a mobile phone software application tool for supporting young adult women's responsible drinking behaviour. Expected outcomes are to reduce problem drinking behaviour in Australia.
Profiling Accurate Segmentation Structures in Rural Communities. The proposed project has two aims - one aim is applied and pertains to Australia's rural community, and a second is methodological and pertains to methods of segmenting populations in a variety of contexts. These aims are 1) to identify a valid basis for segmenting Australia's rural community based on their choice behaviour and individual characteristics; and 2) to develop and test a staged approach for inferring market segments u ....Profiling Accurate Segmentation Structures in Rural Communities. The proposed project has two aims - one aim is applied and pertains to Australia's rural community, and a second is methodological and pertains to methods of segmenting populations in a variety of contexts. These aims are 1) to identify a valid basis for segmenting Australia's rural community based on their choice behaviour and individual characteristics; and 2) to develop and test a staged approach for inferring market segments utilising a joint approach which simultaneously accounts for individual characteristics and choice behaviour that is informed by non-parametric classification techniques to account for a variety of sources of heterogeneity, not just preference heterogeneity.Read moreRead less
Optimal Fundraising Design in a Competitive Market: A Unifying Framework. Increased competition from over 57,000 registered charities and a recent 6% decrease in individual donations, have increased the need for charities to improve their fundraising strategies. This project aims to develop a comprehensive framework – based on theories from marketing, psychology, economics, sociology, and philanthropy— and develop novel methodologies to determine effective charitable fundraising strategies in ....Optimal Fundraising Design in a Competitive Market: A Unifying Framework. Increased competition from over 57,000 registered charities and a recent 6% decrease in individual donations, have increased the need for charities to improve their fundraising strategies. This project aims to develop a comprehensive framework – based on theories from marketing, psychology, economics, sociology, and philanthropy— and develop novel methodologies to determine effective charitable fundraising strategies in a competitive marketplace. Key outcomes will include the theoretical model, and tests using conjoint choice-experiments, controlled field experiments and 10 years of giving data from 4 million Australian donors. These outcomes will enhance fundraising practice, ensuring charities can better serve the Australian public.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
Greater inclusion of people with disability in Australian workplaces. This project aims to develop a model of successful employment for people with a disability, identify sources of employer diversity that explain willingness to hire, and develop social marketing messages that improve employer attitudes and achieve greater inclusion in Australian workplaces. Workforce participation of people with a disability remains low. The outcome of this study will be more people with a disability and their ....Greater inclusion of people with disability in Australian workplaces. This project aims to develop a model of successful employment for people with a disability, identify sources of employer diversity that explain willingness to hire, and develop social marketing messages that improve employer attitudes and achieve greater inclusion in Australian workplaces. Workforce participation of people with a disability remains low. The outcome of this study will be more people with a disability and their carers gaining meaningful employment, with benefits including improved physical and mental health, social connections and economic security. It will benefit employers by creating more diverse workplaces and a broader talent pool, resulting in greater innovation and productivity.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