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Full-Text Articles in Entire DC Network
A Call For Caution And Evidence–Based Research On The Impact Of Artificial Intelligence In Education, Martin Sposato
A Call For Caution And Evidence–Based Research On The Impact Of Artificial Intelligence In Education, Martin Sposato
All Works
Purpose
This paper aims to examine the complex balance between enthusiasm and skepticism regarding artificial intelligence (AI) integration in educational practices. It advocates for a cautious, evidence-based approach while addressing both opportunities and challenges, aligning with the United Nations Sustainable Development Goal 4 (SDG4) for Quality Education.
Design/methodology/approach
Through critical analysis of current discourse surrounding AI in education, this paper synthesizes existing literature on both supportive and skeptical perspectives. The methodology involves systematic examination of past educational technology trends, current AI developments and their implications for teaching and learning. The paper develops its research agenda through careful consideration of existing …
See, Anchor, And Frame Math With Coding, Beverly Sanders, Brittany Wall, Debi Alexander, Jessica Shumway
See, Anchor, And Frame Math With Coding, Beverly Sanders, Brittany Wall, Debi Alexander, Jessica Shumway
Publications
In this presentation, we will share our experiences with integrating mathematics and programming in fifth-grade classrooms. We approached this integration with three key features in our lessons: visualization of important math concepts, anchor ideas that cross coding and math, and the framing of content to help students make connections. We will share our exponents, fractions, and geometry lessons and show how we used coding to provide students with meaningful spaces to engage with interactive contexts to broaden their mathematics conceptions.
Bridging Classrooms And Communities: The Transformative Impact Of Community-Based Dental Education On The Learning Experiences Of Undergraduate Students, Kamran Ali, Sruthi Sunil, Nidhi Gupta, Rebecca Glanville, T. Vanishree, Sadeq Ali Al-Maweri, Asmaa Al Khtib
Bridging Classrooms And Communities: The Transformative Impact Of Community-Based Dental Education On The Learning Experiences Of Undergraduate Students, Kamran Ali, Sruthi Sunil, Nidhi Gupta, Rebecca Glanville, T. Vanishree, Sadeq Ali Al-Maweri, Asmaa Al Khtib
Peninsula Dental School
Aims: This study aimed to evaluate the impact of community-based dental education (CBDE) on the learning experiences of undergraduate dental students and recent dental graduates from two diverse geographical regions. Methods: The study followed a cross-sectional design, conducted online using Google Forms, with ethical approval from Qatar University. A non-probability purposive sampling method was used to recruit dental students and recent graduates from three institutions in India and one in Qatar. A questionnaire based on 20 closed-ended items and two open-ended questions, developed by a team of dental academics, was used for data collection. Data analysis involved descriptive statistics, analysis …
Development And Validation Of A Home-Based Exercise Program Integrated With Patient Education Based On The Health Belief Model For Patients With Type 2 Diabetes Mellitus, Amirah Mustapa, Alia Alghwiri, Haidzir Manaf
Development And Validation Of A Home-Based Exercise Program Integrated With Patient Education Based On The Health Belief Model For Patients With Type 2 Diabetes Mellitus, Amirah Mustapa, Alia Alghwiri, Haidzir Manaf
Internet Journal of Allied Health Sciences and Practice
Purpose: The purpose of this study is to develop and validate a comprehensive approach that integrates an exercise routine with patient education based on the health belief model (HBM) approach to promote effective exercise in this population. Method: A 3-phase study was conducted. In Phase I, two comprehensive scoping reviews were performed to develop the program. An initial draft of the program consisted of exercise protocols and HBM-based education. In Phase II, nine experts were chosen to further develop and refine the program’s content by providing feedback and validating it using the content validity index (CVI) and the Patient Education …
Rediscovering The Roots Of Moroccan Geography In An Era Of Interdependence, Donald J. Zeigler, Driss Fassi
Rediscovering The Roots Of Moroccan Geography In An Era Of Interdependence, Donald J. Zeigler, Driss Fassi
The Geographical Bulletin
The indigenous traditions of Moroccan geography, pioneered by such figures as AI Idrisi and Ibn Khaldun during the classical period of Arab intellectual history (1000-1400), came to be ignored and then replaced with the establishment of a French protectorate in 1912. The era of independence in Moroccan geography was supplanted by an era of dependence on European scholarship, which emphasized resource exploitation and which was to last until political independence in 1956. Following that watershed year, intellectual inquiry became more independent and focused on the development needs of the nation. Following a period of Moroccanization in the 1970s, which included …
Artificial Intelligence And The Urgency Of The Digitally Literate Instructor In Secondary Education, Evan Kyle Calderon
Artificial Intelligence And The Urgency Of The Digitally Literate Instructor In Secondary Education, Evan Kyle Calderon
Masters Theses
The formative school years that comprise secondary education, defined as grades 6th through 8th, pave the way for student success in their foreseeable academic careers. More so than ever, the relationship between technology and student experience has significantly impacted students’ overall academic success. With the encroaching wave of artificial intelligence as a societally necessary tool, the days are fast approaching when AI will become commonplace in the classroom, for which educators of the aforementioned grade levels are overwhelmingly unprepared. In addressing the alarming lack of initiative from higher positions in the education hierarchy, an analysis of the reasons for this …
A Relationship Between Education And Recidivism With Individuals Under Federal Supervision In The Western District Of North Carolina, Matthew John Wzorek
A Relationship Between Education And Recidivism With Individuals Under Federal Supervision In The Western District Of North Carolina, Matthew John Wzorek
Doctoral Dissertations and Projects
The police, courts, and corrections generate the criminal justice system. Each department strives to achieve the same outcome: reducing recidivism rates. Unfortunately, the incarceration rate continues to increase, and U.S. prisons are overcrowded, making recidivism a critical issue. Previous research indicates that individuals who attain higher education while incarcerated are less likely to recidivate and more likely to secure employment than those who lack education. This study is designed to examine the relationship between education and reducing recidivism rates in the Western District of North Carolina. Specifically, this study is aimed to determine if former inmates who earned a higher …
An Examination Of Maternal Messages Given To Academically Successful African American Undergraduate Males By Their Single Mothers, Denee' Scott-Elliott
An Examination Of Maternal Messages Given To Academically Successful African American Undergraduate Males By Their Single Mothers, Denee' Scott-Elliott
Doctoral Dissertations and Projects
The purpose of this phenomenological study was to examine the lived experiences of successful African American undergraduate males from single-parent homes, and the maternal messages that contributed to their academic success and resilience. Research shows that African American males face an icreased risk of academic underachievement, particularly those raised by single mothers. The participants consisted of African American undergraduate males who grew up in a single-parent home headed by their mother. For the purpose of this study, academically successful males were defined as males enrolled in a Historically Black College or University (HBCU) in the District of Columbia, Maryland and …
Citizen Complaints Against Police And Police Education Level: A Quantitative Analysis, Robert S. Swenszkowski
Citizen Complaints Against Police And Police Education Level: A Quantitative Analysis, Robert S. Swenszkowski
Doctoral Dissertations and Projects
Complaints against police officers result from citizens expressing dissatisfaction with police officers’ conduct, which is perceived as unjust. Citizen dissatisfaction with police services or the imposition of authority can lead to the belief that such authority is illegitimate and unjust, which can decrease levels of confidence and cooperation from citizens. Questions have long existed about the need for individuals to have some level of higher education to be employed as police officers. Yet, a consistent standardization for the minimum educational requirements for police officers in the United States has not been embraced. Research and theory suggest that higher education yields …
Nursing Knowledge In Cardio-Oncology: Results Of An International Learning Needs-Assessment Survey, Anecita Fadol, Geraldine Lee, Valerie Shelton, Kelly C Schadler, Asma Mohammed Younus, Mary Stuart, Lisa Nodzon, Edith Pituskin
Nursing Knowledge In Cardio-Oncology: Results Of An International Learning Needs-Assessment Survey, Anecita Fadol, Geraldine Lee, Valerie Shelton, Kelly C Schadler, Asma Mohammed Younus, Mary Stuart, Lisa Nodzon, Edith Pituskin
Faculty, Staff and Student Publications
Background: With early detection and improvements in systemic and local therapies, millions of people are surviving cancer, but for some at a high cost. In some cancer types, cardiovascular disease now competes with recurrent cancer as the cause of death. Traditional care models, in which the cardiologist or oncologist assess patients individually, do not address complex cancer and cardiovascular needs. Nursing disciplines should be an integral part of holistic assessment in cardio-oncology care. To learn what educational needs nurses perceive important for provision of competent cardio-oncology nursing care, we undertook an international survey, aiming to understand their learning needs and …
From Classrooms To Conflict: How Missionary Education Paved The Way To The Korean War, Douglas K. Sutherland
From Classrooms To Conflict: How Missionary Education Paved The Way To The Korean War, Douglas K. Sutherland
Doctoral Dissertations and Projects
This dissertation explores the pivotal role of Protestant missionaries and humanitarian actors in Korea’s quest for a unified, independent nation, examining their influence on social, cultural, and political transformations through education. Beginning with the arrival of the first Protestant missionaries in the late 19th century, the study delves into their impact on Korean society by establishing schools and hospitals that introduced Western education and healthcare practices, challenging traditional Confucian norms and fostering a new intellectual and ideological landscape. These institutions became centers of modernity and nationalist ideologies, cultivating a generation of Korean leaders who played significant roles in the independence …
Establishing Reliability And Validity For A Professional Development Tool For Graduate Health Care Programs, Lisa Handler, Amiya Waldman-Levi
Establishing Reliability And Validity For A Professional Development Tool For Graduate Health Care Programs, Lisa Handler, Amiya Waldman-Levi
The Open Journal of Occupational Therapy
Professional development ensures practitioners develop the necessary skills to succeed in multifaceted clinical roles. To provide evidence-based best practices, health practitioners need to possess critical thinking, executive functioning, and emotional intelligence skills. Study aimed to establish psychometric properties to the Inventory of Professional and Academic Reasoning (IPAR). Two cross-sectional studies of reliability and validity were used. The participants included 139 health profession students, of which 93 students participated in the first study and 46 occupational therapy students participated in the second study. Data were collected online and at fieldwork sites using a background questionnaire, IPAR, Executive Function Index, and the …
A Framework For A Sustainable Archaeology Field School In South Florida, Alanna L. Lecher, Katharine G. Napora, Sara Ayers-Rigsby, Malachi Fenn, Melissa Lehman, Peter De Witt, John Sullivan
A Framework For A Sustainable Archaeology Field School In South Florida, Alanna L. Lecher, Katharine G. Napora, Sara Ayers-Rigsby, Malachi Fenn, Melissa Lehman, Peter De Witt, John Sullivan
Faculty and Staff Publications & Presentations
Entry into the profession of archaeology generally requires the completion of an archaeological field school, which teaches proper field, laboratory, and curation methodologies. Archaeology as a discipline has been making strides towards integrating cross-disciplinary methods to increase the depth and breadth of the subject and enhancing inclusivity. These efforts have been mirrored in the approaches of some archaeological field schools, but not necessarily in a systematic fashion. This paper presents a cohesive framework for an archaeological field school that integrates cross-disciplinary training and inclusivity by model of the United Nations Sustainable Development Goals (UN SDGs), specifically SDGs 11: Sustainable Cities …
Exploring The Factor Structure Of The Experiences Of Teaching And Learning Questionnaire, William Merchant, Yael Haskowitz
Exploring The Factor Structure Of The Experiences Of Teaching And Learning Questionnaire, William Merchant, Yael Haskowitz
Journal of Educational Research and Innovation
Objective: This study sought to explore the optimum factor structure among the three subsections of The Experience of Teaching and Learning Questioner (ETLQ). Method: Exploratory factor analysis was employed to compare four competing exploratory models within the Approaches to Learning and Studying, Perceptions of the Teaching-Learning Environment and Demands Made by Unit sections of the ETLQ. Results: A four-factor solution was found to be the best fit for the Approaches to Learning and Studying subsection which included some overlap with the original ETLQ factors. The Perceptions of the Teaching-Learning Environment yielded a nine-factor solution with little to no overlap with …
Society For Immunotherapy Of Cancer: Updates And Best Practices For Multiplex Immunohistochemistry (Ihc) And Immunofluorescence (If) Image Analysis And Data Sharing, Janis M Taube, Joel C Sunshine, Michael Angelo, Guray Akturk, Margaret Eminizer, Logan L Engle, Cláudia S Ferreira, Sacha Gnjatic, Benjamin Green, Shirley Greenbaum, Noah F Greenwald, Cyrus V Hedvat, Travis J Hollmann, Daniel Jiménez-Sánchez, Konstanty Korski, Ana Lako, Edwin R Parra, Marlon C Rebelatto, David L Rimm, Scott J Rodig, Jamie Rodriguez-Canales, Jeffrey S Roskes, Kurt A Schalper, Emanuel Schenck, Keith E Steele, Michael J Surace, Alexander S Szalay, Michael T Tetzlaff, Ignacio I Wistuba, Jennifer H Yearley, Carlo B Bifulco
Society For Immunotherapy Of Cancer: Updates And Best Practices For Multiplex Immunohistochemistry (Ihc) And Immunofluorescence (If) Image Analysis And Data Sharing, Janis M Taube, Joel C Sunshine, Michael Angelo, Guray Akturk, Margaret Eminizer, Logan L Engle, Cláudia S Ferreira, Sacha Gnjatic, Benjamin Green, Shirley Greenbaum, Noah F Greenwald, Cyrus V Hedvat, Travis J Hollmann, Daniel Jiménez-Sánchez, Konstanty Korski, Ana Lako, Edwin R Parra, Marlon C Rebelatto, David L Rimm, Scott J Rodig, Jamie Rodriguez-Canales, Jeffrey S Roskes, Kurt A Schalper, Emanuel Schenck, Keith E Steele, Michael J Surace, Alexander S Szalay, Michael T Tetzlaff, Ignacio I Wistuba, Jennifer H Yearley, Carlo B Bifulco
Faculty, Staff and Student Publications
Objectives: Multiplex immunohistochemistry and immunofluorescence (mIHC/IF) are emerging technologies that can be used to help define complex immunophenotypes in tissue, quantify immune cell subsets, and assess the spatial arrangement of marker expression. mIHC/IF assays require concerted efforts to optimize and validate the multiplex staining protocols prior to their application on slides. The best practice guidelines for staining and validation of mIHC/IF assays across platforms were previously published by this task force. The current effort represents a complementary manuscript for mIHC/IF analysis focused on the associated image analysis and data management.
Methods: The Society for Immunotherapy of Cancer convened a task …
The Latter-Day Saint Indian Placement Program: An Examination Through An Experiential Lens, Quinn Elise Christiansen
The Latter-Day Saint Indian Placement Program: An Examination Through An Experiential Lens, Quinn Elise Christiansen
Theses and Dissertations
The Indian Placement Program, operated by the LDS Church from around 1947 to 2000, was influenced by the Church's belief in a connection between Native Americans to a Book of Mormon group known as the Lamanites. This group held a special status within the LDS Church because of their believed Israelite heritage as well as a prophecy promising their conversion in the last days. Spencer W. Kimball, motivated by both personal goals and his authority within the LDS Church, expanded on a successful experience of a young Native girl, Helen John, growing it into the broader Indian Placement Program. This …
Impact Of An Educational Program On Nurses' Knowledge Of Poisoning Management: A Quasi-Experimental Study, Ammar Ahmed Hatem, Tahseen Rajab Muhammad
Impact Of An Educational Program On Nurses' Knowledge Of Poisoning Management: A Quasi-Experimental Study, Ammar Ahmed Hatem, Tahseen Rajab Muhammad
Al-Mustaqbal Journal of Pharmaceutical and Medical Sciences
Background: Despite the critical role nurses play in managing poisoning cases, gaps in their knowledge can hinder patient outcomes. An educational program may address this deficit, but its effectiveness on nurses’ knowledge in poisoning management remains to be systematically evaluated.
Objectives:
This study aimed to examine the effect of an educational program on nurses’ knowledge of poisoning management.
Methods:
A quasi-experimental study with a pre- and post-test design was conducted on 80 nurses working in an emergency department (ED) in Al-Qādisiyyah Governorate, Iraq. The 80 nurses were randomly allocated into two groups of 40 to either receive the …
Intra-Active 'World-Making': Hope,Education, Utopias And Potentialeco-Socially Just Futures, Rosamonde Birch
Intra-Active 'World-Making': Hope,Education, Utopias And Potentialeco-Socially Just Futures, Rosamonde Birch
Plymouth Interdisciplinary Education Open Journal
The paper is an edited extract from an MA Education Dissertation that researched the discernment of hope with young people through the Philosophy for/with Children (P4wC) process. Through the paper the role of hope in the utopian project of education is considered in rapport with the ethico-onto-epistem-ology of Agential Realism (Barad, 2007) and how education is in relationship to how we imagine and create futures as collaborative ‘world-making’ communities. The paper begins by conceptualising hope through historical and contemporary theory and debate, whilst suggesting hope is a Living Narrative of ‘openings’ and future potentials. Through exploring critical education theory (Freire, …
Advancing Workforce Development And Scientific Collaboration, Emily Slade, Claudine T. Jurkovitz, Shari Messinger, Robert A. Oster, Gina Maria Pomann, Sandra L. Taylor, Ann M. Brearley
Advancing Workforce Development And Scientific Collaboration, Emily Slade, Claudine T. Jurkovitz, Shari Messinger, Robert A. Oster, Gina Maria Pomann, Sandra L. Taylor, Ann M. Brearley
Biostatistics Faculty Publications
A clinical and translational scientist (CTS) often seeks to increase their knowledge of statistical topics to effectively conduct biomedical research studies. A common method for obtaining this knowledge is through existing online educational materials that are suggested by a biostatistical collaborator or identified by the CTS. However, the volume of available educational materials on diverse statistical topics makes the task of identifying high-quality educational resources at an appropriate level challenging and time consuming for CTSs and collaborative biostatisticians. In response to these challenges, the Biostats4You website was created, where existing online educational materials for a variety of statistical topics are …
Navigating Uncertainty As An “Adolescent Organization”: Addressing The Needs Of Lgbtqiaa+ Young People In A Complex And Adaptive Service Organization, Suzie Staley
Master's Theses and Doctoral Dissertations
Throughout history, lesbian, gay, Transgender, queer/questioning, intersex, asexual, and agender plus Students have been marginalized in society and, in particular, K-12 schools. The purpose of this qualitative study was to explore the experiences of young adults and recent high school graduates to gather information about their experience in K-12 educational environments to determine if their developmental needs were met. This study focused on youth who attended K-12 schools in a specific district in Southeast Michigan and participated in out-of-school time programs at a local teen center. Through in-depth interviews with youth participants and focus groups with teen center staff and …
A Delphi Study Of Effective Strategies For Addressing The Most Significant Barriers That Prevent The Successful Implementation Of Culturally Responsive Teaching Practices As They Relate To Alleviating The Achievement Gap For African American Students, Candra Loftis
Dissertations
Purpose: The purpose of this Delphi study was to determine how expert fifth- to eighth-grade teachers who have demonstrated competence in the implementation of culturally responsive teaching practices for African American students identify and describe barriers they have observed that prevent the successful implementation of culturally responsive teaching practices, to rate the difficulty of overcoming those barriers, and to identify and describe strategies for overcoming the five most difficult barriers.
Methodology: This study is characterized as a Delphi normative study. An expert panel received three rounds of online surveys. The first round open-ended question asked, “How do expert teachers identify …
Teaching In The Transpersonal Paradigm, Christopher M. Bache
Teaching In The Transpersonal Paradigm, Christopher M. Bache
International Journal of Transpersonal Studies
This article explores the transpersonal dynamics of teaching by presenting two core themes of The Living Classroom: 1) the synchronicities and energetic resonances that radiated invisibly around me as my spiritual practice deepened over time and 2) the “learning fields” that surround well-taught courses—fields of collective consciousness that can trigger new insights and powerful transformations in our students.
Medical Aid In Dying Education For Hospice Nurses, Ian Woo
Medical Aid In Dying Education For Hospice Nurses, Ian Woo
Nursing | Senior Theses
Background: Medical aid in dying (MAID) is an option surrounding end-of-life care for hospice patients. This process gives patients the autonomy to end their life during the time and location of their choosing. MAID is growing in legalization and practice across the US. However, many nurses feel uncomfortable or unprepared when providing care for patients contemplating it. Hospice nurses should have confidence in their ability to care for patients through the process of MAID. Objective: To evaluate the effectiveness of education in strengthening new hospice nurses’ ability to care for patients through the process of MAID. Method: The research will …
The Perceived Knowledge Of Effects Of Radiological Effects Amongst Radiologic Professionals, Kenneth Martinucci
The Perceived Knowledge Of Effects Of Radiological Effects Amongst Radiologic Professionals, Kenneth Martinucci
Theses and Dissertations
X-ray, an accidental discovery in 1895, has been used to diagnose and treat various ailments. Despite the benefits of X-rays, it has been established that the radiation has the potential to cause harm to individuals and even death following its use. The harm associated with radiation has been evidenced in various historical tragedies globally, including the Chernobyl accidents, the Goiania accidents, and even the atomic bombings in Hiroshima and Nagasaki. These incidents highlight the potential hazards associated with radiation use. Individuals exposed to the radiation from the incidents had higher risks of cancer, neurological dysfunctions, congenital disabilities, predispositions to cardiovascular …
From The Words Of Our Fathers: Black Paternal Perspectives On Literacy And Recommendations For Literacy Instruction For Black Males, Imani A. Irving
From The Words Of Our Fathers: Black Paternal Perspectives On Literacy And Recommendations For Literacy Instruction For Black Males, Imani A. Irving
Theses and Dissertations
This study investigated the literacy experiences of Black fathers and their recommendations for enhancing literacy instruction for Black male children from birth through Grade 12. Grounded in African American Male Theory, the research aimed to address knowledge gaps in understanding Black male literacy experiences and provide insights for improving Black male literacy education. Using participatory action research with an initial modified Delphi approach, the study gathered potential areas of consensus among Black fathers on essential curricular revisions to promote positive Black male literacies. Participants included a purposive sample of 10 Black fathers with Black sons from birth to adulthood. Through …
We Need To Talk, Joanmarie Davoli
We Need To Talk, Joanmarie Davoli
Catholic University Journal of Law and Technology
[Writing] will introduce forgetfulness into the soul of those who learn it: they will not practice using their memory because they will put their trust in writing, which is external and depends on signs that belong to others, instead of trying to remember from the inside, completely on their own. You have not discovered a potion for remembering, but for reminding; you provide your students with the appearance of wisdom, not with its reality. Your invention [of written language] will enable them to hear many things without being properly taught, and they will imagine that they have come to know …
From Scars Into Stars: Transforming The Pain Of Trauma Into Purpose In Academic Writing, Joseph B. Weisler
From Scars Into Stars: Transforming The Pain Of Trauma Into Purpose In Academic Writing, Joseph B. Weisler
Theses and Dissertations
This dissertation argues for the value of acknowledging students' emotions in the writing classroom, inspired by a pedagogy which has generated extensive controversy over the past 30 years. This project investigates how writing teachers might carefully allow students to harness their emotional reactions as they write. My project’s first chapter defends the value of victims' stories and the ''talking cure,'' following an explanation of how this psychological work would be introduced to a classroom setting, and with what tools, recognizing the potential disruptions that trauma may bring to a learning space. My second chapter turns to writing teachers who have …
Mental Health Education Literacy In Schools: An Exploratory Analysis Through A Qualitative Multi Case Study And Phenomenological Approach, Joanne Pisani
Theses and Dissertations
Due to the significant rise in student mental health concerns, schools are now challenged to find better ways to support students’ overall well-being. The critical importance for schools to include mental health education into their curricula is due to the substantial behavioral changes in students. Educational systems are seeing an increase in student school refusal, suspensions, and cyberbullying, as well as mental health disorders such as depression and anxiety which result in elevated crisis response and emergency room visits due to suicide ideation. The purpose of this study was to understand existing mental health education literacy programs in schools and …
Unraveling The Roots: A Historical And Sociocultural Perspective Of Family Literacy Practices And Parent Involvement In Black Communities Through A Critical Lens, Tasean D. Baldwin
Unraveling The Roots: A Historical And Sociocultural Perspective Of Family Literacy Practices And Parent Involvement In Black Communities Through A Critical Lens, Tasean D. Baldwin
Theses and Dissertations
Family literacy plays an essential role in a child's educational journey by laying the foundation for their academic success and shaping their attitudes toward learning. Social and cultural factors influence the value of literacy and education within families and communities. In Black communities, literacy has significant social and cultural influences, acting as a tool for resistance, empowerment, cultural preservation, identity formation, community building, and social and economic mobility while also historically facing obstacles due to systemic and institutional racism, which continues to impact access to education, resources, and opportunities today. This qualitative study explores the relationship between home and school …
From Accountability To Algorithms: Interorganizational Learning And The Transformation Of Quantification In Education, Jose Eos R. Trinidad
From Accountability To Algorithms: Interorganizational Learning And The Transformation Of Quantification In Education, Jose Eos R. Trinidad
Interdisciplinary Studies Faculty Publications
While studies often explore the intended and unintended consequences of technologies, few have theorized how and why they change. One crucial transformation in quantitative technologies is the shift from evaluative accountability to predictive algorithms, such as in schools that use dropout prediction systems. Using the case of ninth-grade early warning indicators, I argue that the transformation of quantification resulted from interorganizational learning, or the acquisition of new knowledge through the interaction of different organizations. In particular, I show how technology changes gradually from organization-level evaluation to individual-based prediction to systems-focused improvement. Pivotal to such changes were new forms of knowledge …