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Agrawal, Rakesh; Nandanwar, Sharad; Murty, M. N. – International Educational Data Mining Society, 2017
We study the problem of partitioning a class of N students into k groups of n students each (N = k × n), such that their learning from peer interactions is maximized. In our formalization of the problem, any student is able to increase his score in the subject the class is studying up to the score of the student who is at p-percentile among his…
Descriptors: Grouping (Instructional Purposes), Peer Relationship, Interaction, Ability Grouping
Goldhaber, Dan; Startz, Richard – Center for Education Data & Research, 2016
It is common to assume that worker productivity is normally distributed, but this assumption is rarely if ever tested. We estimate the distribution of worker productivity where individual productivity is measured with error, using the productivity of elementary school teachers as an example. Proposals to improve teacher productivity often focus on…
Descriptors: Teacher Effectiveness, Academic Achievement, Productivity, Computation
Sinharay, Sandip – Journal of Educational and Behavioral Statistics, 2015
Person-fit assessment may help the researcher to obtain additional information regarding the answering behavior of persons. Although several researchers examined person fit, there is a lack of research on person-fit assessment for mixed-format tests. In this article, the lz statistic and the ?2 statistic, both of which have been used for tests…
Descriptors: Test Format, Goodness of Fit, Item Response Theory, Bayesian Statistics
Fryer, Roland G., Jr.; Levitt, Steven D.; List, John; Sadoff, Sally – National Bureau of Economic Research, 2012
Domestic attempts to use financial incentives for teachers to increase student achievement have been ineffective. In this paper, we demonstrate that exploiting the power of loss aversion--teachers are paid in advance and asked to give back the money if their students do not improve sufficiently--increases math test scores between 0.201 (0.076) and…
Descriptors: Teacher Effectiveness, Incentives, Academic Achievement, Mathematics Tests
Curto, Vilsa E.; Fryer, Roland G., Jr. – National Bureau of Economic Research, 2011
The SEED schools, which combine a "No Excuses'' charter model with a five-day-a-week boarding program, are America's only urban public boarding schools for the poor. We provide the first causal estimate of the impact of attending SEED schools on academic achievement, with the goal of understanding whether changing a student's environment through…
Descriptors: Charter Schools, Boarding Schools, Economically Disadvantaged, Outcomes of Education
Phelps, James L. – Educational Considerations, 2012
In most school achievement research, the relationships between achievement and explanatory variables follow the Newton and Einstein concept/principle and the viewpoint of the macro-observer: Deterministic measures based on the mean value of a sufficiently large number of schools. What if the relationships between achievement and explanatory…
Descriptors: Academic Achievement, Computation, Probability, Statistics
Botelho, Fernando Balbino – ProQuest LLC, 2011
The first chapter studies the effects of a teacher performance bonus program implemented in Brazil in 2008. The program covered all schools directly managed by the State of Sao Paulo government, and was based on a standardized test run by the state education authority. I use high-school exit exams organized by the federal government (ENEM) to…
Descriptors: Wages, Merit Pay, Females, Standardized Tests