Behavioural responses to vehicle emissions charging

Beck, Matthew J.; Rose, John M.; Hensher, David A.

doi:10.1007/s11116-010-9316-7

Cited by 22 publications

(20 citation statements)

References 23 publications

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“…LC models assign respondents into behavioural groups or latent classes, thus accounting for taste differences or different types of decision heuristics (Beck et al . ). Preferences are assumed to be homogenous within each latent class but differ between classes (Colombo et al .…”

Section: Methodsmentioning

confidence: 97%

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Factors influencing farmers’ participation in contractual biodiversity conservation: a choice experiment with northern Australian pastoralists

Greiner

2015

Aus J Agri & Res Econ

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Private landholders’ contributions to biodiversity conservation are critical in landscapes with insufficient formal conservation reserves, as is the case in Australia's tropical savannas. This study reports results from a discrete choice experiment conducted with pastoralists and graziers across northern Australia. The experiment was designed to explore the willingness of pastoralists and graziers to sign up to voluntary biodiversity conservation contracts. Understanding preferences for contractual attributes and preference heterogeneity were additional objectives. Such knowledge can increase effectiveness and efficiency of conservation programs by informing contract design, negotiation and administration. Random parameter logit modelling showed that of contract attributes, conservation requirement, stewardship payment, contract duration and flexibility in contract conditions significantly influenced choices. Land productivity was a significant factor as were attitudes. There was significant heterogeneity of preferences for all contract attributes. Models were run for best–worst scaling responses and the first preferences subset, with the latter model deemed superior. Latent class modelling distinguished four classes of decision‐makers and illustrated different decision heuristics. Conservation investment strategies, which offer farmers contract options that meet biodiversity requirements while accommodating heterogeneous attribute preferences, are likely to lead to increased participation rates. Complementary suasion efforts are also required which espouse the benefits that pastoralists derive from biodiversity and participation in voluntary conservation contracts.

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Section: Methodsmentioning

confidence: 97%

“…Determining the final number of classes was therefore an iterative process, combining quantitative measures of model fit and meaning in a given context (Beck et al . ).…”

Section: Methodsmentioning

confidence: 99%

Factors influencing farmers’ participation in contractual biodiversity conservation: a choice experiment with northern Australian pastoralists

Greiner

2015

Aus J Agri & Res Econ

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show abstract

“…To that effect, attitudinal and motivational factors were included as class-defining variables (Lanza et al, 2013;Morey et al, 2008). LC models assign respondents into behavioural groups or latent classes, thus accounting for different preferences or different types of decision makers (Beck et al, 2011). Preference and covariate profiles are assumed to be homogenous within each latent class but differ between classes (Colombo et al, 2009).…”

Section: Choice Data Analysismentioning

confidence: 99%

“…In terms of determining the best number of classes to report, model fit was considered on the basis of quantitative measures, in particular the Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC), both of which give measures of model parsimony (Magidson and Vermunt, 2004). Smaller values are preferred, along with qualitative aspects relating to parsimony and interpretability of the resulting class profiles (Beck et al, 2011;Nylund et al, 2007).…”

Section: Choice Data Analysismentioning

confidence: 99%

Motivations and attitudes influence farmers' willingness to participate in biodiversity conservation contracts

Greiner

2015

Agricultural Systems

132

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“…Details of the attributes and their levels are described in Beck et al (2011Beck et al ( , 2013b as are details of the underlying experimental design. An example stated choice screen is shown in Fig.…”

Section: Empirical Data Contextmentioning

confidence: 99%

The joint estimation of respondent-reported certainty and acceptability with choice

Rose

Beck

Hensher

2015

Transportation Research Part A: Policy and Practice

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Behavioural responses to vehicle emissions charging

Abstract: Road pricing, Vehicle emissions, Stated choice experiment, Carbon emissions, Congestion, Pollution, Charging, Environment, Vehicle purchasing,

Cited by 22 publications

References 23 publications

Factors influencing farmers’ participation in contractual biodiversity conservation: a choice experiment with northern Australian pastoralists

Factors influencing farmers’ participation in contractual biodiversity conservation: a choice experiment with northern Australian pastoralists

Motivations and attitudes influence farmers' willingness to participate in biodiversity conservation contracts

The joint estimation of respondent-reported certainty and acceptability with choice

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