Matching Items (12)
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- All Subjects: Education Policy
- Creators: Berliner, David C.
- Resource Type: Text
Description
In recent years we have witnessed a shift towards multi-processor system-on-chips (MPSoCs) to address the demands of embedded devices (such as cell phones, GPS devices, luxury car features, etc.). Highly optimized MPSoCs are well-suited to tackle the complex application demands desired by the end user customer. These MPSoCs incorporate a constellation of heterogeneous processing elements (PEs) (general purpose PEs and application-specific integrated circuits (ASICS)). A typical MPSoC will be composed of a application processor, such as an ARM Coretex-A9 with cache coherent memory hierarchy, and several application sub-systems. Each of these sub-systems are composed of highly optimized instruction processors, graphics/DSP processors, and custom hardware accelerators. Typically, these sub-systems utilize scratchpad memories (SPM) rather than support cache coherency. The overall architecture is an integration of the various sub-systems through a high bandwidth system-level interconnect (such as a Network-on-Chip (NoC)). The shift to MPSoCs has been fueled by three major factors: demand for high performance, the use of component libraries, and short design turn around time. As customers continue to desire more and more complex applications on their embedded devices the performance demand for these devices continues to increase. Designers have turned to using MPSoCs to address this demand. By using pre-made IP libraries designers can quickly piece together a MPSoC that will meet the application demands of the end user with minimal time spent designing new hardware. Additionally, the use of MPSoCs allows designers to generate new devices very quickly and thus reducing the time to market. In this work, a complete MPSoC synthesis design flow is presented. We first present a technique \cite{leary1_intro} to address the synthesis of the interconnect architecture (particularly Network-on-Chip (NoC)). We then address the synthesis of the memory architecture of a MPSoC sub-system \cite{leary2_intro}. Lastly, we present a co-synthesis technique to generate the functional and memory architectures simultaneously. The validity and quality of each synthesis technique is demonstrated through extensive experimentation.
ContributorsLeary, Glenn (Author) / Chatha, Karamvir S (Thesis advisor) / Vrudhula, Sarma (Committee member) / Shrivastava, Aviral (Committee member) / Beraha, Rudy (Committee member) / Arizona State University (Publisher)
Created2013
Description
This study examined the intended and unintended consequences associated with the Education Value-Added Assessment System (EVAAS) as perceived and experienced by teachers in the Houston Independent School District (HISD). To evaluate teacher effectiveness, HISD is using EVAAS for high-stakes consequences more than any other district or state in the country. A large-scale electronic survey was used to investigate the model's reliability and validity; to determine whether teachers used the EVAAS data in formative ways as intended; to gather teachers' opinions on EVAAS's claimed benefits and statements; and to understand the unintended consequences that occurred as a result of EVAAS use in HISD. Mixed methods data collection and analyses were used to present the findings in user-friendly ways, particularly when using the words and experiences of the teachers themselves. Results revealed that the reliability of the EVAAS model produced split and inconsistent results among teacher participants, and teachers indicated that students biased the EVAAS results. The majority of teachers did not report similar EVAAS and principal observation scores, reducing the criterion-related validity of both measures of teacher quality. Teachers revealed discrepancies in the distribution of EVAAS reports, the awareness of trainings offered, and among principals' understanding of EVAAS across the district. This resulted in an underwhelming number of teachers who reportedly used EVAAS data for formative purposes. Teachers disagreed with EVAAS marketing claims, implying the majority did not believe EVAAS worked as intended and promoted. Additionally, many unintended consequences associated with the high-stakes use of EVAAS emerged through teachers' responses, which revealed among others that teachers felt heightened pressure and competition, which reduced morale and collaboration, and encouraged cheating or teaching to the test in attempt to raise EVAAS scores. This study is one of the first to investigate how the EVAAS model works in practice and provides a glimpse of whether value-added models might produce desired outcomes and encourage best teacher practices. This is information of which policymakers, researchers, and districts should be aware and consider when implementing the EVAAS, or any value-added model for teacher evaluation, as many of the reported issues are not specific to the EVAAS model.
ContributorsCollins, Clarin (Author) / Amrein-Beardsley, Audrey (Thesis advisor) / Berliner, David C. (Committee member) / Fischman, Gustavo E (Committee member) / Arizona State University (Publisher)
Created2012
Description
Increasing public criticism of traditional teacher evaluation systems based largely on classroom observations has spurred an unprecedented shift in the debate surrounding educational accountability policies, specifically about the purposes for and measures used to evaluate teachers. In response to growing public demand and associated federal mandates, states have been prompted to design and implement teacher evaluation systems that use increasingly available, statistically complex models (i.e., value-added) intended to isolate and measure the effects of individual teachers on student academic growth over time. The purpose of this study was to examine the perceptions of school administrators and teachers within one of the largest school districts in the state of Arizona with regards to the design and implementation of a federally-supported, state policy-directed teacher evaluation system based on professional practice and value-added measures. While much research has been conducted on teacher evaluation, few studies have examined teacher evaluation systems in context to better understand the standards of effectiveness used by school administrators and teachers to measure system effectiveness. The perceptions of school administrators and teachers, considering their lived experiences as the subjects of the nation's new and improved teacher evaluation systems in context, must be better understood if state and federal policymakers are to also better recognize and understand the consequences (intended and unintended) associated with the design and implementation of these systems in practice.
ContributorsPaufler, Noelle A (Author) / Amrein-Beardsley, Audrey L (Thesis advisor) / Berliner, David C. (Committee member) / Fischman, Gustavo E (Committee member) / Arizona State University (Publisher)
Created2014
Description
This dissertation explores the megamachine, a prominent metaphor in American humanist and philosopher of technology, Lewis Mumford's Myth of the Machine series. The term refers critically to dynamic, regimented human capacities that drive scientific and technical innovation in society. Mumford's view of the nature of collectives focuses on qualities and patterns that emerge from the behavior of groups, societies, systems, and ecologies. It is my aim to reenergize key concepts about collective capacities drawn from Lewis Mumford's critique of historical and modern sociotechnical arrangements. I investigate the possibility of accessing those capacities through improved design for Technology Assessment (TA), formal practices that engage experts and lay citizens in the evaluation of complex scientific and technical issues.
I analyze the components of Mumford's megamachine and align key concerns in two pivotal works that characterize the impact of collective capacities on society: Bruno Latour's Pasteurization of France (1988) and Elias Canetti's Crowds and Power (1962). As I create a model of collective capacities in the sociotechnical according to the parameters of Mumford's megamachine, I rehabilitate two established ideas about the behavior of crowds and about the undue influence of technological systems on human behavior. I depart from Mumford's tactics and those of Canetti and Latour and propose a novel focus for STS on "sociotechnical crowds" as a meaningful unit of social measure. I make clear that Mumford's critique of the sociotechnical status quo still informs the conditions for innovation today.
Using mixed mode qualitative methods in two types of empirical field studies, I then investigate how a focus on the characteristics and components of collective human capacities in sociotechnical systems can affect the design and performance of TA. I propose a new model of TA, Emergent Technology Assessment (ETA), which includes greater public participation and recognizes the interrelationship among experience, affect and the material in mediating the innovation process. The resulting model -- the "soft" megamachine --introduces new strategies to build capacity for responsible innovation in society.
I analyze the components of Mumford's megamachine and align key concerns in two pivotal works that characterize the impact of collective capacities on society: Bruno Latour's Pasteurization of France (1988) and Elias Canetti's Crowds and Power (1962). As I create a model of collective capacities in the sociotechnical according to the parameters of Mumford's megamachine, I rehabilitate two established ideas about the behavior of crowds and about the undue influence of technological systems on human behavior. I depart from Mumford's tactics and those of Canetti and Latour and propose a novel focus for STS on "sociotechnical crowds" as a meaningful unit of social measure. I make clear that Mumford's critique of the sociotechnical status quo still informs the conditions for innovation today.
Using mixed mode qualitative methods in two types of empirical field studies, I then investigate how a focus on the characteristics and components of collective human capacities in sociotechnical systems can affect the design and performance of TA. I propose a new model of TA, Emergent Technology Assessment (ETA), which includes greater public participation and recognizes the interrelationship among experience, affect and the material in mediating the innovation process. The resulting model -- the "soft" megamachine --introduces new strategies to build capacity for responsible innovation in society.
ContributorsGano, Gretchen (Author) / Guston, David (Thesis advisor) / Miller, Clark (Thesis advisor) / Selin, Cynthia (Committee member) / Wetmore, Jameson (Committee member) / Arizona State University (Publisher)
Created2014
Description
Lead is a neurotoxin that has been shown to have a long and lasting impact on the brains, bodies, and behaviors of those who are poisoned. It also has a greater presence in communities with high levels of poverty and minority populations. Compounded over time, the effects of lead poisoning, even at low levels of exposure, impact a child's readiness and ability to learn. To investigate the relationship between the risk of lead poisoning, school level academic achievement, and community demographics, three sets of data were combined. The Lead Poisoning Risk Index (LPRI), used to quantify the risk in each census tract of being poisoned by lead, standardized state assessment data for third grade reading and eighth grade math, and census 2000 demographic data were combined to provide information for all Arizona schools and census tracts. When achievement was analyzed at the school level using descriptive, bivariate correlation, and multivariate regression analyses, lead's impact practically disappeared, exposing the powerful effect of poverty and race on achievement. At a school in Arizona, the higher the percentage of students who are poor or Hispanic, African American or Native American, these analyses' predictive models suggest there will be a greater percentage of students who fail the third grade AIMS reading and eighth grade AIMS math tests. If better achievement results are to be realized, work must be done to mitigate the effects of poverty on the lives of students. In order to improve schools, there needs to be an accounting for the context within which schools operate and a focus on improving the neighborhoods and the quality of life for the families of students.
ContributorsGehrman, Matthew Paul (Author) / Berliner, David C. (Thesis advisor) / Garcia, David (Committee member) / Danzig, Arnold (Committee member) / Arizona State University (Publisher)
Created2011
Description
The quality and quantity of talented members of the US STEM workforce has
been a subject of great interest to policy and decision makers for the past 40 years.
Recent research indicates that while there exist specific shortages in specific disciplines
and areas of expertise in the private sector and the federal government, there is no
noticeable shortage in any STEM academic discipline, but rather a surplus of PhDs
vying for increasingly scarce tenure track positions. Despite the seeming availability
of industry and private sector jobs, recent PhDs still struggle to find employment in
those areas. I argue that the decades old narrative suggesting a shortage of STEM
PhDs in the US poses a threat to the value of the natural science PhD, and that
this narrative contributes significantly to why so many PhDs struggle to find career
employment in their fields. This study aims to address the following question: what is
the value of a STEM PhD outside academia? I begin with a critical review of existing
literature, and then analyze programmatic documents for STEM PhD programs at
ASU, interviews with industry employers, and an examination the public face of value
for these degrees. I then uncover the nature of the value alignment, value disconnect,
and value erosion in the ecosystem which produces and then employs STEM PhDs,
concluding with specific areas which merit special consideration in an effort to increase
the value of these degrees for all stakeholders involved.
been a subject of great interest to policy and decision makers for the past 40 years.
Recent research indicates that while there exist specific shortages in specific disciplines
and areas of expertise in the private sector and the federal government, there is no
noticeable shortage in any STEM academic discipline, but rather a surplus of PhDs
vying for increasingly scarce tenure track positions. Despite the seeming availability
of industry and private sector jobs, recent PhDs still struggle to find employment in
those areas. I argue that the decades old narrative suggesting a shortage of STEM
PhDs in the US poses a threat to the value of the natural science PhD, and that
this narrative contributes significantly to why so many PhDs struggle to find career
employment in their fields. This study aims to address the following question: what is
the value of a STEM PhD outside academia? I begin with a critical review of existing
literature, and then analyze programmatic documents for STEM PhD programs at
ASU, interviews with industry employers, and an examination the public face of value
for these degrees. I then uncover the nature of the value alignment, value disconnect,
and value erosion in the ecosystem which produces and then employs STEM PhDs,
concluding with specific areas which merit special consideration in an effort to increase
the value of these degrees for all stakeholders involved.
ContributorsGarbee, Elizabeth (Author) / Maynard, Andrew D. (Thesis advisor) / Wetmore, Jameson (Committee member) / Anderson, Derrick (Committee member) / Arizona State University (Publisher)
Created2018
Description
ABSTRACT
Closing the achievement gap between low-income, marginalized, racially, and linguistically diverse students has proven difficult. Research has outlined the effects of funding on student achievement in a manner that focuses the attention on dollars expended, in order overcome barriers to learning. Arizona has long been recognized for its education funding disparity, and its inability to balance fiscal capacity in a manner that serves to improve educational outcomes.
This dissertation examines how Arizona funds its education system. It measures horizontal inequity in a robust manner by examining those fiscal capacity resources directly related to learning and poverty. Recognizing districts with higher concentrations of special needs students will impact fiscal capacity at the district level, this dissertation applies a non-linear analysis to measure how English language learners/ limited English proficient (ELL/ LEP) student proportionality impacts federal and state revenue per pupil, ELL expenditures per pupil, and total expenditures per pupil.
Using the Gini Ratio, McCloone Index, Coefficient of Variation, and Theil inequality index, this dissertation confirms that significant education funding disparity exists across Arizona’s school districts. This dissertation also shows the proportion of English language learners is negatively related to local revenue per pupil, and ELL expenditures per ELL pupil.
Arizona has characteristically funded the public education system inequitably and positioned its students in a manner that stratifies achievement gaps based on wealth. Targeted funding toward ELLs is in no way meaningfully related to the proportion of ELLs in a district. Conceptually the way in which equity is defined, and measured, may require re-evaluation, beyond correlated inputs and outputs. This conceptual re-evaluation of equity must include the decision making process of administrative leaders which influence the quality of those resources related to student learning.
Closing the achievement gap between low-income, marginalized, racially, and linguistically diverse students has proven difficult. Research has outlined the effects of funding on student achievement in a manner that focuses the attention on dollars expended, in order overcome barriers to learning. Arizona has long been recognized for its education funding disparity, and its inability to balance fiscal capacity in a manner that serves to improve educational outcomes.
This dissertation examines how Arizona funds its education system. It measures horizontal inequity in a robust manner by examining those fiscal capacity resources directly related to learning and poverty. Recognizing districts with higher concentrations of special needs students will impact fiscal capacity at the district level, this dissertation applies a non-linear analysis to measure how English language learners/ limited English proficient (ELL/ LEP) student proportionality impacts federal and state revenue per pupil, ELL expenditures per pupil, and total expenditures per pupil.
Using the Gini Ratio, McCloone Index, Coefficient of Variation, and Theil inequality index, this dissertation confirms that significant education funding disparity exists across Arizona’s school districts. This dissertation also shows the proportion of English language learners is negatively related to local revenue per pupil, and ELL expenditures per ELL pupil.
Arizona has characteristically funded the public education system inequitably and positioned its students in a manner that stratifies achievement gaps based on wealth. Targeted funding toward ELLs is in no way meaningfully related to the proportion of ELLs in a district. Conceptually the way in which equity is defined, and measured, may require re-evaluation, beyond correlated inputs and outputs. This conceptual re-evaluation of equity must include the decision making process of administrative leaders which influence the quality of those resources related to student learning.
ContributorsMartinez, David G (Author) / Pivovarova, Margarita (Thesis advisor) / Berliner, David C. (Thesis advisor) / Dorn, Sherman (Committee member) / Arizona State University (Publisher)
Created2018
Description
In 2010, the Arizona Legislature established a performance-based diploma initiative known as Move On When Ready (MOWR). The policy relies on an education model designed to evaluate students' college and career readiness by measuring their academic ability to succeed in the first credit-bearing course in community college. Move On When Ready is a structurally oriented, qualification system that attempts to attain a relatively narrow goal: increase the number of students able to successfully perform at a college-level academic standard. By relying on a set of benchmarked assessments to measure success and failure, MOWR propagates a categorical binary. The binary establishes explicit performance criteria on a set of examinations students are required to meet in order to earn a high school qualification that, by design, certifies whether students are ready or not ready for college.
This study sought to reveal how students’ perceptions of the policy and schooling in general affect their understanding of the concept of college readiness and the college readiness binary and to identify factors that help formulate those perceptions. This interpretivist, qualitative study relied on analysis of multiple face-to-face interviews with students to better understand how they think and act within the context of Move On When Ready, paying particular attention to students from historically vulnerable minority subgroups (e.g., the Latina (a)/Hispanic sub-population) enrolled in two schools deploying the MOWR strategy.
Findings suggest that interviewed students understand little about MOWR's design, intent or implications for their future educational trajectories. Moreover, what they believe is generally misinformed, regardless of aspiration, socio-cultural background, or academic standing. School-based sources of messaging (e.g., teachers and administrators) supply the bulk of information to students about MOWR. However, in these two schools, the flow of information is constricted. In addition, the information conveyed is either distorted by message mediators or misinterpreted by the students. The data reveal that formal and informal mediators of policy messages influence students’ engagement with the policy and affect students’ capacity to play an active role in determining the policy’s effect on their educational outcomes.
This study sought to reveal how students’ perceptions of the policy and schooling in general affect their understanding of the concept of college readiness and the college readiness binary and to identify factors that help formulate those perceptions. This interpretivist, qualitative study relied on analysis of multiple face-to-face interviews with students to better understand how they think and act within the context of Move On When Ready, paying particular attention to students from historically vulnerable minority subgroups (e.g., the Latina (a)/Hispanic sub-population) enrolled in two schools deploying the MOWR strategy.
Findings suggest that interviewed students understand little about MOWR's design, intent or implications for their future educational trajectories. Moreover, what they believe is generally misinformed, regardless of aspiration, socio-cultural background, or academic standing. School-based sources of messaging (e.g., teachers and administrators) supply the bulk of information to students about MOWR. However, in these two schools, the flow of information is constricted. In addition, the information conveyed is either distorted by message mediators or misinterpreted by the students. The data reveal that formal and informal mediators of policy messages influence students’ engagement with the policy and affect students’ capacity to play an active role in determining the policy’s effect on their educational outcomes.
ContributorsSilver, Michael Greg (Author) / Berliner, David C. (Thesis advisor) / Fischman, Gustavo (Committee member) / Amrein-Beardsley, Audrey (Committee member) / Arizona State University (Publisher)
Created2015
Description
According to my 2016 survey of ASU undergraduate students, 33% have used stimulant medications (e.g. Adderall or Ritalin) without a prescription to study. I view this practice as a step towards cognitive enhancement, which is the deliberate application of biotechnology to radically alter the human condition. From a foresight perspective, the ability to actively improve human beings, to take our evolutionary destiny into our own hands, may be a turning point on par with agriculture or the use of fossil fuels. The existential risks, however, may be greater than the benefits—and many of the most radical technologies have made little documented progress.
I turn to an actual example where people are trying to make themselves marginally better at academic tasks, as a guide to how future transformative development in human enhancement may be incorporated into everyday practice. This project examines the history and context that led to the widespread use of stimulant medication on college campuses. I describe how Attention Deficit Hyperactivity Disorder (ADHD), for which stimulant medication is prescribed and diverted, governs students, negotiates relationships between parents and school authorities, and manages anxieties resulting from a competitive neoliberal educational system. I extend this archeology of ADHD through the actions and ethical beliefs of college students, and the bioethical arguments for and against human enhancement. Through this work, I open a new space for an expanded role for universities as institutions capable of creating experimental communities supporting ethical cognitive enhancement.
I turn to an actual example where people are trying to make themselves marginally better at academic tasks, as a guide to how future transformative development in human enhancement may be incorporated into everyday practice. This project examines the history and context that led to the widespread use of stimulant medication on college campuses. I describe how Attention Deficit Hyperactivity Disorder (ADHD), for which stimulant medication is prescribed and diverted, governs students, negotiates relationships between parents and school authorities, and manages anxieties resulting from a competitive neoliberal educational system. I extend this archeology of ADHD through the actions and ethical beliefs of college students, and the bioethical arguments for and against human enhancement. Through this work, I open a new space for an expanded role for universities as institutions capable of creating experimental communities supporting ethical cognitive enhancement.
ContributorsBurnam-Fink, Michael (Author) / Miller, Clark (Thesis advisor) / Hurlbut, Ben (Thesis advisor) / Wetmore, Jameson (Committee member) / Arizona State University (Publisher)
Created2016
Description
School choice reforms such as charter schools, vouchers, open enrollment, and private and public school tax credit donation programs have expanded throughout the United States over the past twenty years. Arizona’s long-standing public school choice system enrolls a higher percentage of public school students in charter schools than any state besides Washington D.C. A growing number of Arizona’s charter schools are managed by for-profit and nonprofit Education Management Organizations (EMOs). Advocates of school choice argue that free-market education approaches will make public schools competitive and nimble as parents’ choices place pressures on schools to improve or close. This, then, improves all schools: public, private, and charter. Critics are concerned that education markets produce segregation along racial and social class lines and inequalities in educational opportunities, because competition favors advantaged parents and children who can access resources. Private and for-profit schools may see it in their interest to exclude students who require more support. School choice programs, then, may further marginalize students who live in poverty, who receive special education services, and English language learners.
We do not fully understand how Arizona’s mature school choice system affects parents and other stakeholders in communities “on the ground.” That is, how are school policies understood and acted out? I used ethnographic methods to document and analyze the social, cultural, and political contexts and perspectives of stakeholders at one district public school and in its surrounding community, including its charter schools. I examined: (a) how stakeholders perceived and engaged with schools; (b) how stakeholders understood school policies, including school choice policies; and (c) what influenced families’ choices.
Findings highlight how most stakeholders supported district public schools. At the same time, some “walked the line” between choices that were good for their individual families and those they believed were good for public schools and society. Stakeholders imagined “community” and “accountability” in a range of ways, and they did not all have equal access to policy knowledge. Pressures related to parental accountability in the education market were apparent as stakeholders struggled to make, and sometimes revisit, their choices, creating a tenuous schooling environment for their families.
We do not fully understand how Arizona’s mature school choice system affects parents and other stakeholders in communities “on the ground.” That is, how are school policies understood and acted out? I used ethnographic methods to document and analyze the social, cultural, and political contexts and perspectives of stakeholders at one district public school and in its surrounding community, including its charter schools. I examined: (a) how stakeholders perceived and engaged with schools; (b) how stakeholders understood school policies, including school choice policies; and (c) what influenced families’ choices.
Findings highlight how most stakeholders supported district public schools. At the same time, some “walked the line” between choices that were good for their individual families and those they believed were good for public schools and society. Stakeholders imagined “community” and “accountability” in a range of ways, and they did not all have equal access to policy knowledge. Pressures related to parental accountability in the education market were apparent as stakeholders struggled to make, and sometimes revisit, their choices, creating a tenuous schooling environment for their families.
ContributorsPotterton, Amanda U (Author) / Powers, Jeanne M. (Thesis advisor) / Berliner, David C. (Committee member) / Fischman, Gustavo E. (Committee member) / Glass, Gene V (Committee member) / Arizona State University (Publisher)
Created2017