Christiern Rose's research while affiliated with The University of Queensland and other places
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Publications (4)
Do wealthier individuals use more health care services than those less affluent? Our paper addresses this question by examining the relationship between housing wealth and health care utilization. Exploiting fluctuations in the U.S. housing market, we estimate the effect of unanticipated wealth shocks on older adults' health care utilization, using...
This microeconomic study explores the dynamic relationship between physical activity and cognition, using longitudinal data from 6 waves of the Survey of Health, Ageing and Retirement in Europe (SHARE) between 2004 and 2017. Physical activity has drawn significant attention as a potentially successful action for protecting brain health and cognitio...
The selection of inputs and outputs in Data Envelopment Analysis (DEA) is regarded as an important step that is normally conducted before the DEA model is implemented. In this paper, we introduce cardinality constraints directly into the DEA program in order to select the relevant inputs and outputs automatically, without any previous statistical a...
Citations
... For the LnFAI, it was significant at the 0.05 level (t = 2.141, p = 0.041 < 0.05), and the regression coefficient value is 0.110 > 0, indicating that social fixed asset investment has a significant positive influence on consumption potential. Social fixed asset investment can reflect the level of economic urbanization to a certain extent; the higher the level of urbanization, the more sound the social infrastructure construction, especially the increase in investment in tertiary industry construction, which creates a good consumption environment for yachting tourism [47][48][49]. ...
... A similar pattern has been observed by Lenzen, Gannon, and Rose. 40 Also, the considerably higher confidence intervals and standard errors in the BB model may be partially responsible for the different coefficient sizes. Thus, the differences in coefficients should be treated with caution. ...
... One of the first proposals used the Efficiency Contribution Measure (ECM) of each variable (Pastor et al., 2002), via a hypothesis test determining whether an input is relevant or not. Other approaches used regression-based analysis, such as Ruggiero (2005), bootstrapping methodology (Simar and Wilson, 2000a), or enriched the DEA optimization programs using binary variables to model which inputs are selected (Peyrache et al., 2020;Benítez-Peña et al., 2020), as well as statistical methods (Araújo et al., 2014). Another family of approaches performs aggregations of the available variables, creating new variables which inform of the characteristics of the data, but losing interpretability. ...