{"title":"Early Academic Outcomes of Funded Children with Disability","authors":"John P. Haisken-DeNew, C. Polidano, C. Ryan","doi":"10.2139/ssrn.3060019","DOIUrl":"https://doi.org/10.2139/ssrn.3060019","url":null,"abstract":"People with disability face considerable difficulty participating fully in work and the wider community, due in part to poor schooling outcomes. To enable students with disability to meet their potential, the governments provide extra funding to schools to help them meet their special learning needs. Such funding includes extra funding for meeting diverse student needs under formula-based block grant arrangements, funding for specific programs and funding that is targeted at the individual level. In this study, we take a first-step in examining outcomes from targeted funding, over and above outcomes from other funding sources, in mainstream public schools in Victoria under the Program for Student with Disability (PSD). We use information on disability and child development in the first year of school from the Australian Education and Development Census (AEDC), linked to Year 3 NAPLAN and information on PSD receipt from Year 1 to Year 3. We find that only around 17% of mainstream public-school students with disability who are in the bottom quarter of the state developmentally receive ongoing targeted funding under the PSD between 2012 and 2015. Using multivariate regression and rich administrative student data to control for differences between students with disability who do and do not receive targeted funding, we find that the receipt of PSD is strongly associated with being exempt from sitting NAPLAN, which obstructs any proper examination of the educational outcomes from funding. These results raise the prospect of extending existing funding according to developmental need, but caution that any such change should be accompanied with measures that ensure funding outcomes can be assessed.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124652507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Welfare Implications of Unobserved Heterogeneity","authors":"S. Tsiaplias","doi":"10.2139/ssrn.3033406","DOIUrl":"https://doi.org/10.2139/ssrn.3033406","url":null,"abstract":"Conditions are derived for relating household well-being functions to household utility. In particular, an isomorphic relationship between the equivalent incomes stemming from subsistence-based utility functions and well-being functions is established. This allows estimates from standard models of well-being based on a CDF (eg. probit and logit models) to be given a formal welfare interpretation. New measures of the welfare distortion due to unobserved heterogeneity are also derived. An Australian household-level dataset is used as a case study for exploring the proposed measures of distortion. The results indicate that the failure to account for unobserved heterogeneity produces significant welfare distortions (primarily in the form of under-compensation). A unique welfare sensitivity curve is also estimated that indicates the presence of non-linearities that impair the typically monotonic relationship between household income, the household’s capacity to adjust its income and its marginal utility of consumption. The results are significant for better understanding the welfare implications of tax and transfer policies.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125309539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Labor's Share, the Firm's Market Power and TFP","authors":"R. Dixon, G. Lim","doi":"10.2139/ssrn.3033408","DOIUrl":"https://doi.org/10.2139/ssrn.3033408","url":null,"abstract":"In this paper we investigate the relationship between labor’s share, the market power of firms and the elasticity of output with respect to labor input using an approach based on an unobserved components model. The approach yields time-varying estimates of the market power and the elasticity. Evidence on the evolution of the market power of firms contributes to a deeper understanding of movements in labor’s share and of the firm’s contribution to the labor wedge. The generated values of the elasticity also yield revised estimates of US TFP growth which is informative about the (non-trivial) bias inherent in traditional estimates of TFP growth which use the wage share as a proxy for the elasticity.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122613659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Secondary School Teacher Effects on Student Achievement in Australian Schools","authors":"C. Ryan","doi":"10.2139/ssrn.2963380","DOIUrl":"https://doi.org/10.2139/ssrn.2963380","url":null,"abstract":"This study finds that approaching 10% of the variation in high school student achievement is explained by teacher effects in Australia. It uses data from the 2011 Trends in Mathematics and Science Study (TIMSS) sample of Australian Year 8 students to estimate achievement in mathematics and science with student fixed effects, calculating teacher effects as part of this estimation. Like results in other studies, these teacher effects do not appear to be strongly related to observed teacher characteristics, despite attempts to account for the composition of the classes teachers face. Nor are the teacher effects related to self-assessments of how well prepared teachers view themselves as being able to teach the content of the TIMSS tests.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129675756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Giovanni Caggiano, Efrem Castelnuovo, Giovanni Pellegrino
{"title":"Estimating the Real Effects of Uncertainty Shocks at the Zero Lower Bound","authors":"Giovanni Caggiano, Efrem Castelnuovo, Giovanni Pellegrino","doi":"10.2139/ssrn.2899899","DOIUrl":"https://doi.org/10.2139/ssrn.2899899","url":null,"abstract":"We employ a parsimonious nonlinear Interacted-VAR to examine whether the real effects of uncertainty shocks are greater when the economy is at the Zero Lower Bound. We find the contractionary effects of uncertainty shocks to be statistically larger when the ZLB is binding, with differences that are economically important. Our results are shown not to be driven by the contemporaneous occurrence of the Great Recession and high financial stress, and to be robust to different ways of modeling unconventional monetary policy. These findings lend support to recent theoretical contributions on the interaction between uncertainty shocks and the stance of monetary policy.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123060650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Women's Investment in Career and Household Division of Labor","authors":"C. Sofer, Claire Thibout","doi":"10.2139/ssrn.2892830","DOIUrl":"https://doi.org/10.2139/ssrn.2892830","url":null,"abstract":"The effects of women’s strong investments in career on the intra-household division of labor, particularly the share of partners in domestic work, constitute important but unaddressed issues. We use the 2010 French Time Use survey, focusing on two-income couples. We first build indicators of female investment in career, measured in comparison to other similar women or to the woman’s partner. We then investigate how the partners allocate time according to the intensity of women’s investment. To achieve this objective, we estimate a five-equation model of domestic and labor market work by partners and the use of domestic help. We show that couples where women are invested in career tend to share tasks more equally. These women do less domestic work during weekdays. This diminution is partly compensated on weekends by their partners, but also slightly by women themselves on weekends when they invest more in their careers than their partners do. Also, when they are heavily invested in their careers compared to other women, they tend to use more often domestic help. However, even when women dedicate themselves more than their partners to their careers, women still spend more time on domestic tasks than their partners on average, implying no role reversal in the division of labor.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"578 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117065743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Long-Term Outcomes from Australian Vocational Education","authors":"C. Polidano, C. Ryan","doi":"10.2139/SSRN.2870762","DOIUrl":"https://doi.org/10.2139/SSRN.2870762","url":null,"abstract":"This study uses longitudinal data from the Household, Income and Labour Dynamics in Australia (HILDA) survey to study the long-run effects of completing vocational education and training (VET) on a set of labour market outcomes (employment, wages, earnings, hours and occupational status). It uses two novel approaches. First, it uses fixed effects regression methods to estimate effects from acquiring new qualifications. Second, it measures effects of acquiring qualifications at lower, the same and at higher levels than previously attained. This is important, since one half of the VET qualifications observed being completed in the HILDA data are at the same or lower levels. The use of fixed effects generates estimates that differ from those found previously in the literature, at least by gender. Here, the estimated improvements in outcomes for females following the completion of a VET qualification are often larger than they are for males. In the longer term, these results point to considerable stability in estimated effects – significant effects apparent in the first year after course completion tend to remain evident up to five years later. Completed qualifications that are not higher than those already held by individuals do not consistently improve the labour market outcomes studied here, but may provide other benefits.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"203 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122664277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Gendered Selection of STEM Subjects for Matriculation","authors":"Moshe Justman, Susan J. Méndez","doi":"10.2139/ssrn.2744969","DOIUrl":"https://doi.org/10.2139/ssrn.2744969","url":null,"abstract":"Women’s under-representation in high-paying jobs in engineering and information technology contributes substantially to the gender wage gap, reflecting similar patterns in higher education. We trace these patterns back to students’ choice of advanced science, technology, engineering, and mathematics (STEM) subjects in the final years of secondary school. We find large male majorities in physics, information technology and specialist mathematics; and large female majorities in life sciences and health and human development. The significant mathematical component in male-dominated fields has led many to assume that these patterns are driven by males’ absolute or comparative advantage in mathematics. We show that this is not the case. Linking data on Victorian Certificate of Education (VCE) subject choices to standardized test scores in seventh and ninth grades, we find that these patterns remain largely intact when comparing male and female students with similar prior achievement. We find little support for the comparative advantage hypothesis: in all STEM subjects except specialist mathematics students who excel in ninth-grade numeracy and reading choose STEM subjects more frequently than those who excel only in numeracy. We also find that socio-economic disadvantage adversely affects male students’ choice of STEM electives more than it affects female students.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117104958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Use It Too Much and Lose It? The Effect of Working Hours on Cognitive Ability","authors":"Shinya Kajitani, C. McKenzie, K. Sakata","doi":"10.2139/ssrn.2737742","DOIUrl":"https://doi.org/10.2139/ssrn.2737742","url":null,"abstract":"Using data from Wave 12 of the Household, Income and Labour Dynamics in Australia (HILDA) Survey, we examine the impact of working hours on the cognitive ability of people living in Australia aged 40 years and older. Three measures of cognitive ability are employed: the Backward Digit Span; the Symbol Digits Modalities; and a 25-item version of the National Adult Reading Test. In order to capture the potential non-linear dependence of cognitive ability on working hours, the model for cognitive ability includes working hours and its square. We deal with the potential endogeneity of the decision of how many hours to work by using the instrumental variable estimation technique. Our findings show that there is a non-linearity in the effect of working hours on cognitive functioning. For working hours up to around 25 hours a week, an increase in working hours has a positive impact on cognitive functioning. However, when working hours exceed 25 hours per week, an increase in working hours has a negative impact on cognition. Interestingly, there is no statistical difference in the effects of working hours on cognitive functioning between men and women.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132598096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
José V. Gallegos, G. Yalonetzky, Francisco Azpitarte
{"title":"Robust Pro-Poorest Poverty Reduction with Counting Measures: The Anonymous Case","authors":"José V. Gallegos, G. Yalonetzky, Francisco Azpitarte","doi":"10.2139/ssrn.2701633","DOIUrl":"https://doi.org/10.2139/ssrn.2701633","url":null,"abstract":"When measuring poverty with counting measures, are there conditions ensuring that poverty reduction not only reduces the average poverty score further but also decreases deprivation inequality among the poor more, thereby emphasizing improvements among the poorest of the poor? In the case of a non-anonymous assessment, i.e. when we can track poverty experiences of the same individuals or households using panel datasets, we derive three conditions whose fulfillment allows us to conclude that multidimensional poverty reduction is more egalitarian in one experience vis-a-vis another one, for a broad family of poverty indices which are sensitive to deprivation inequality among the poor, and from an ex-ante conception of inequality of opportunity. We illustrate these methods with an application to multidimensional poverty in Peru before and after the 2008 world financial crisis.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130735700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}