The Impact of AI-Driven Personalized Learning on Mathematics Achievement and Student Engagement in Rural vs. Urban Schools in Karnataka, India PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download The Impact of AI-Driven Personalized Learning on Mathematics Achievement and Student Engagement in Rural vs. Urban Schools in Karnataka, India PDF full book. Access full book title The Impact of AI-Driven Personalized Learning on Mathematics Achievement and Student Engagement in Rural vs. Urban Schools in Karnataka, India by KHRITISH SWARGIARY. Download full books in PDF and EPUB format.
Author: KHRITISH SWARGIARY Publisher: GOOGLE ISBN: Category : Education Languages : en Pages : 21
Book Description
This empirical study examines the impact of AI-driven personalized learning platforms on mathematics achievement and student engagement among middle school students in rural and urban schools in Karnataka, India. Utilizing a quasi-experimental design, the study involved 400 students (200 rural, 200 urban), split into control and experimental groups. Pre-test and post-test assessments were conducted using standardized mathematics tests, engagement surveys, classroom observations, and AI platform analytics. Results showed significant improvements in post-test scores for the experimental groups using AI platforms compared to control groups in both settings (p < 0.001). Specifically, rural experimental group scores improved from a pre-test mean of 62.5 to a post-test mean of 78.3, while urban experimental group scores increased from 68.2 to 83.9. Engagement levels were also higher in experimental groups, with rural students scoring 78.5 on engagement surveys compared to 65.2 in the control group, and urban students scoring 82.1 compared to 69.8. However, rural schools reported greater challenges in implementation, including inadequate internet connectivity (78% vs. 32%, p < 0.001) and lack of devices (65% vs. 28%, p < 0.001). These findings suggest that while AI-driven platforms significantly enhance educational outcomes, tailored strategies are necessary to address the distinct challenges faced by rural schools. Recommendations include improving rural infrastructure, expanding teacher training, and fostering supportive environments to maximize the benefits of AI-driven personalized learning.
Author: KHRITISH SWARGIARY Publisher: GOOGLE ISBN: Category : Education Languages : en Pages : 21
Book Description
This empirical study examines the impact of AI-driven personalized learning platforms on mathematics achievement and student engagement among middle school students in rural and urban schools in Karnataka, India. Utilizing a quasi-experimental design, the study involved 400 students (200 rural, 200 urban), split into control and experimental groups. Pre-test and post-test assessments were conducted using standardized mathematics tests, engagement surveys, classroom observations, and AI platform analytics. Results showed significant improvements in post-test scores for the experimental groups using AI platforms compared to control groups in both settings (p < 0.001). Specifically, rural experimental group scores improved from a pre-test mean of 62.5 to a post-test mean of 78.3, while urban experimental group scores increased from 68.2 to 83.9. Engagement levels were also higher in experimental groups, with rural students scoring 78.5 on engagement surveys compared to 65.2 in the control group, and urban students scoring 82.1 compared to 69.8. However, rural schools reported greater challenges in implementation, including inadequate internet connectivity (78% vs. 32%, p < 0.001) and lack of devices (65% vs. 28%, p < 0.001). These findings suggest that while AI-driven platforms significantly enhance educational outcomes, tailored strategies are necessary to address the distinct challenges faced by rural schools. Recommendations include improving rural infrastructure, expanding teacher training, and fostering supportive environments to maximize the benefits of AI-driven personalized learning.
Author: Tara Beteille Publisher: World Bank Publications ISBN: 1464813396 Category : Education Languages : en Pages : 374
Book Description
Countries that have sustained rapid growth over decades have typically had a strong public commitment to expanding education as well as to improving learning outcomes. South Asian countries have made considerable progress in expanding access to primary and secondary schooling, with countries having achieved near-universal enrollment of the primary-school-age cohort (ages 6†“11), except for Afghanistan and Pakistan. Secondary enrollment shows an upward trend as well. Beyond school, many more people have access to skilling opportunities and higher education today. Although governments have consistently pursued policies to expand access, a prominent feature of the region has been the role played by nonstate actors—private nonprofit and forprofit entities—in expanding access at every level of education. Though learning levels remain low, countries in the region have shown a strong commitment to improving learning. All countries in South Asia have taken the first step, which is to assess learning outcomes regularly. Since 2010, there has been a rapid increase in the number of large-scale student learning assessments conducted in the region. But to use the findings of these assessments to improve schooling, countries must build their capacity to design assessments and analyze and use findings to inform policy.
Author: Maureen A. Lewis Publisher: CGD Books ISBN: Category : Business & Economics Languages : en Pages : 200
Book Description
Girls' education, indisputably crucial to development, has received a lot of attention--but surprisingly little hardheaded analysis to inform practical policy solutions. In Inexcusable Absence, Maureen Lewis and Marlaine Lockheed propose new strategies for reaching the 70 percent of out-of-school girls who are "doubly disadvantaged" by their ethnicity, language, or other factors. The book will be an important tool for policymakers, informing interventions that can make a profound impact on the lives of the 60 million out-of-school girls.
Author: Elizabeth M. King Publisher: World Bank Publications ISBN: 9780801858284 Category : Social Science Languages : en Pages : 356
Book Description
Why do women in most developing countries lag behind men in literacy? Why do women get less schooling than men? This anthology examines the educational decisions that deprive women of an equal education. It assembles the most up-to-date data, organized by region. Each paper links the data with other measures of economic and social development. This approach helps explain the effects different levels of education have on womens' fertility, mortality rates, life expectancy, and income. Also described are the effects of women's education on family welfare. The authors look at family size and women's labor status and earnings. They examine child and maternal health, as well as investments in children's education. Their investigation demonstrates that women with a better education enjoy greater economic growth and provide a more nurturing family life. It suggests that when a country denies women an equal education, the nation's welfare suffers. Current strategies used to improve schooling for girls and women are examined in detail. The authors suggest an ambitious agenda for educating women. It seeks to close the gender gap by the next century. Published for The World Bank by The Johns Hopkins University Press.
Author: Susan Brooks-Young Publisher: ISTE (Interntl Soc Tech Educ ISBN: 9781564842053 Category : Education Languages : en Pages : 130
Book Description
This book highlights the scope and variety of curricular change with educational technology. Research teams from 28 countries in North America, Europe, Asia, South America, and Africa developed 174 case reports of innovative classrooms all over the globe. They used classroom observations, interviews with teachers and principals, and focus groups of students and parents to examine trends and effects. The study highlights innovative uses of technology and identifies environmental criteria that could be used in implementing technology integration strategies.
Author: Christopher J. Counihan Publisher: London Publishing Partnership ISBN: 0255367805 Category : Education Languages : en Pages : 203
Book Description
This volume of essays examines the empirical evidence on school choice in different countries across Europe, North America, sub-Saharan Africa and South Asia. It demonstrates the advantages which choice offers in different institutional contexts, whether it be Free Schools in the UK, voucher systems in Sweden or private-proprietor schools for low-income families in Liberia. Everywhere experience suggests that parents are ‘active choosers’: they make rational and considered decisions, drawing on available evidence and responding to incentives which vary from context to context. Government educators frequently downplay the importance of choice and try to constrain the options parents have. But they face increasing resistance: the evidence is that informed parents drive improvements in school quality. Where state education in some developing countries is particularly bad, private bottom-up provision is preferred even though it costs parents money which they can ill-afford. This book is both a collection of inspiring case studies and a call to action.
Author: Asian Development Bank Publisher: Asian Development Bank ISBN: 9292615297 Category : Education Languages : en Pages : 227
Book Description
This publication describes the key issues facing the school education system in Pakistan, highlights the challenges, and suggests some possible directions for reform---with a focus on two provinces: Sindh and Punjab. While average years of schooling in Pakistan have increased along with life expectancy and per capita income, inequality remains high and, by other education measures, the record remains dismal. Illiteracy is widespread and almost 23 million children aged 5–16 are not in school---a worrying statistic for a country whose current workforce is young, mostly unskilled, and poorly prepared for productive employment.
Author: Lant Pritchett Publisher: CGD Books ISBN: 1933286776 Category : Education Languages : en Pages : 290
Book Description
Despite great progress around the world in getting more kids into schools, too many leave without even the most basic skills. In India’s rural Andhra Pradesh, for instance, only about one in twenty children in fifth grade can perform basic arithmetic. The problem is that schooling is not the same as learning. In The Rebirth of Education, Lant Pritchett uses two metaphors from nature to explain why. The first draws on Ori Brafman and Rod Beckstrom’s book about the difference between centralized and decentralized organizations, The Starfish and the Spider. Schools systems tend be centralized and suffer from the limitations inherent in top-down designs. The second metaphor is the concept of isomorphic mimicry. Pritchett argues that many developing countries superficially imitate systems that were successful in other nations— much as a nonpoisonous snake mimics the look of a poisonous one. Pritchett argues that the solution is to allow functional systems to evolve locally out of an environment pressured for success. Such an ecosystem needs to be open to variety and experimentation, locally operated, and flexibly financed. The only main cost is ceding control; the reward would be the rebirth of education suited for today’s world.
Author: Allam Hamdan Publisher: Springer Nature ISBN: 3030720802 Category : Technology & Engineering Languages : en Pages : 503
Book Description
This book focuses on the implementation of Artificial Intelligence in Business, Education and Healthcare, It includes research articles and expository papers on the applications of Artificial Intelligence on Decision Making, Entrepreneurship, Social Media, Healthcare, Education, Public Sector, FinTech, and RegTech. It also discusses the role of Artificial Intelligence in the current COVID-19 pandemic, in the health sector, education, and others. It also discusses the impact of Artificial Intelligence on decision-making in vital sectors of the economy.
Author: Duncan Green Publisher: Oxfam ISBN: 0855985933 Category : Social Science Languages : en Pages : 540
Book Description
Offers a look at the causes and effects of poverty and inequality, as well as the possible solutions. This title features research, human stories, statistics, and compelling arguments. It discusses about the world we live in and how we can make it a better place.
Author: KHRITISH SWARGIARY
Author: KHRITISH SWARGIARY
Author: Tara Beteille
Author: Maureen A. Lewis
Author: Elizabeth M. King
Author: Susan Brooks-Young
Author: Christopher J. Counihan
Author: Asian Development Bank
Author: Lant Pritchett
Author: Allam Hamdan
Author: Duncan Green