Latent variable modelling of discrete choice experiments. Discrete choice experiments and models are used to forecast consumer responses to changes in products policies and programs worldwide. Recent research suggests key model assumptions are violated because error variances covary with observed and unobserved factors. In order to address this, we will model systematic relationships between error variances and observed (eg, prices, survey length) and unobserved (eg, 'convenience', 'reputation') ....Latent variable modelling of discrete choice experiments. Discrete choice experiments and models are used to forecast consumer responses to changes in products policies and programs worldwide. Recent research suggests key model assumptions are violated because error variances covary with observed and unobserved factors. In order to address this, we will model systematic relationships between error variances and observed (eg, prices, survey length) and unobserved (eg, 'convenience', 'reputation') factors to improve model reliability and accuracy. This should lead to more accurate models/forecasts, benefitting business and government, which addresses the national priority of 'frontier technologies, promoting an innovative culture and economy'.Read moreRead less
Understanding cross-cultural consumer behaviour and implications for effective segmentation, targeting and positioning of Western Australia as a tourism destination. This research extends a model of cross-cultural consumer behaviour suggested by the first CI (Lee, 2000) that provides richer specification of the antecedents of people's actions than previously suggested models. The model will be compared with these models, which have been successful in Western, but less successful in Eastern, cult ....Understanding cross-cultural consumer behaviour and implications for effective segmentation, targeting and positioning of Western Australia as a tourism destination. This research extends a model of cross-cultural consumer behaviour suggested by the first CI (Lee, 2000) that provides richer specification of the antecedents of people's actions than previously suggested models. The model will be compared with these models, which have been successful in Western, but less successful in Eastern, cultures. The model will be tested in the tourism domain to predict intentions and behaviour of potential visitors. Results will be used to improve the effectiveness of Western Australia's tourism marketing. In addition, a method to reduce social desirability bias will be tested, as will two scales measuring aspects of culture. Read moreRead less
Response style heterogeneity in empirical marketing research. This study aims to improve the validity of empirical studies by accounting for different ways in which respondents answer questionnaires (response styles) while analysing the data. Response styles have been shown to depend on the cultural background of respondents. This work therefore is of particular importance in Australia given the large number of cultural backgrounds residents come from. The proposed method will be empirically tes ....Response style heterogeneity in empirical marketing research. This study aims to improve the validity of empirical studies by accounting for different ways in which respondents answer questionnaires (response styles) while analysing the data. Response styles have been shown to depend on the cultural background of respondents. This work therefore is of particular importance in Australia given the large number of cultural backgrounds residents come from. The proposed method will be empirically tested in the context of surveys investigating sustainable tourism, public acceptance of alternative water sources and volunteering, three areas which are central to maintaining Australia's environmental sustainability and providing social and environmental services which are not covered by the commercial sector.Read moreRead less
Special Research Initiatives - Grant ID: SR0354611
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Management and Consumer Decision Making Network. This network brings together a multi-disciplinary research group to enhance frontier science in managerial/consumer decision making and choice behaviour. Our focus will on using our interaction to develop normative and descriptive theory by operationalising theories and methods from a mixture of disciplines. Individual/group decisions/choices underlie many aggregate societal phenomena like election outcomes, consumer demand, technology adoption, ....Management and Consumer Decision Making Network. This network brings together a multi-disciplinary research group to enhance frontier science in managerial/consumer decision making and choice behaviour. Our focus will on using our interaction to develop normative and descriptive theory by operationalising theories and methods from a mixture of disciplines. Individual/group decisions/choices underlie many aggregate societal phenomena like election outcomes, consumer demand, technology adoption, etc. Better understanding of such processes will lead to better models, better forecasts and better decision outcomes for Australia, and smarter use of information and data; something that can only come from a multi-disciplinary interaction of theory and method.Read moreRead less
Turning Under-Used Geo-Referenced Data Sources into Business Success. This project focuses on market segmentation and planning strategy through the development of under-used geo-referenced data sources. Specifically, the project seeks to combine two key market intelligence software tools (Geographical Information Systems (GIS) and Data Mining Systems) with the primary focus being on the Australian automobile industry. Spatial data mining approaches will be used to sift through massive volumes o ....Turning Under-Used Geo-Referenced Data Sources into Business Success. This project focuses on market segmentation and planning strategy through the development of under-used geo-referenced data sources. Specifically, the project seeks to combine two key market intelligence software tools (Geographical Information Systems (GIS) and Data Mining Systems) with the primary focus being on the Australian automobile industry. Spatial data mining approaches will be used to sift through massive volumes of data, uncover patterns, and generate knowledge through effective database management techniques. This research will open new inter-disciplinary frontiers between marketing and GIS, with the outcomes expected to provide valuable information for decision makers at the academic, industry and governmental levels.Read moreRead less
Developing demand-side strategies for sustainable futures at the business and consumer levels. Australia is facing a world in which the material demands of developing nations are putting pressure on global resources, at the same time as effects of economic activity on the earth's climate are leading to questions about the planet's sustainability. Efforts to mandate changes in consumption patterns are likely to be politically unpopular and lead to a loss of social welfare. This research will in ....Developing demand-side strategies for sustainable futures at the business and consumer levels. Australia is facing a world in which the material demands of developing nations are putting pressure on global resources, at the same time as effects of economic activity on the earth's climate are leading to questions about the planet's sustainability. Efforts to mandate changes in consumption patterns are likely to be politically unpopular and lead to a loss of social welfare. This research will investigate ways in which choices between current and future consumption can be framed to maximize voluntary consumer choices for sustainable futures. It will allow the demand side of negative environmental trends to be addressed, reducing the pressure on the supply side without the loss of consumer sovereignty.Read moreRead less
Patterns of Buyer Behaviour in China. A mainstream interest of marketers is the study of buyer behaviour (i.e., brand choice, repeat-purchase, switching, loyalty, segmentation, etc.) Much is known. But virtually all of this knowledge comes from Western studies. Yet non-Western nations, such as China, are now immensely important trading partners for the West.
This is the first systematic study of buyer behaviour in China to be based on formal analyses of consumer panel data. An assessment wil ....Patterns of Buyer Behaviour in China. A mainstream interest of marketers is the study of buyer behaviour (i.e., brand choice, repeat-purchase, switching, loyalty, segmentation, etc.) Much is known. But virtually all of this knowledge comes from Western studies. Yet non-Western nations, such as China, are now immensely important trading partners for the West.
This is the first systematic study of buyer behaviour in China to be based on formal analyses of consumer panel data. An assessment will be made of how our analytical models, and associated findings, extend to new conditions (e.g., new geographical markets, sub-regions, traditional Chinese goods, different groups of buyers, etc.).Read moreRead less
Linking Brand Equity Modelling and Measurement with Behavioural and Affective Consumer Decision Processes. Brand equity monitoring often fails to account for image-related and habit-entrenched consumer decision rules. This research takes an established brand equity monitoring tool, A C Nielsen's Winning Brands, and incorporates work on decision heuristics into it. Heuristics occur when consumers simplify their decision task using rules sub-optimal with respect to selecting their preferred alte ....Linking Brand Equity Modelling and Measurement with Behavioural and Affective Consumer Decision Processes. Brand equity monitoring often fails to account for image-related and habit-entrenched consumer decision rules. This research takes an established brand equity monitoring tool, A C Nielsen's Winning Brands, and incorporates work on decision heuristics into it. Heuristics occur when consumers simplify their decision task using rules sub-optimal with respect to selecting their preferred alternative, but effective in terms of reducing cognitive effort. The project will conduct a meta-analysis of over 250 branding strategies followed by a new data collection and latent segmentation analysis. The result will be a more comprehensive decision support tool for brand development, focusing management actions and improving marketing efficiency.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
Exploring Consumers' Switching and Loyalty Behaviours: Brand Relationship Dynamics. For marketers and academics, understanding the ways that consumers develop relationships with brands is of utmost importance. Brands may inspire loyalty, repeat purchases, continued use, and switching behaviour over time. Yet, continued brand usage and switching behaviours have not yet been studied systematically from a relationship perspective. Fournier's (1998) perspective on brand relationships is used to unde ....Exploring Consumers' Switching and Loyalty Behaviours: Brand Relationship Dynamics. For marketers and academics, understanding the ways that consumers develop relationships with brands is of utmost importance. Brands may inspire loyalty, repeat purchases, continued use, and switching behaviour over time. Yet, continued brand usage and switching behaviours have not yet been studied systematically from a relationship perspective. Fournier's (1998) perspective on brand relationships is used to understand changes in brand behaviours as changes in underlying consumer-brand relationships. This study, using qualitative semi-structured interviews and longitudinal brand diary keeping, will uncover the personal, social, and cultural meanings associated with brand-related changes, significantly advancing our understanding of brand relationship dynamics.
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