Laboratory Screening and Diagnostic Evaluation

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Publisher : Springer Publishing Company
ISBN 13 : 0826140939
Total Pages : 1111 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Laboratory Screening and Diagnostic Evaluation by : Kelly Small Casler, DNP, APRN, FNP-BC, CHSE

Download or read book Laboratory Screening and Diagnostic Evaluation written by Kelly Small Casler, DNP, APRN, FNP-BC, CHSE and published by Springer Publishing Company. This book was released on 2022-04-25 with total page 1111 pages. Available in PDF, EPUB and Kindle. Book excerpt: "[the authors] did a masterful job of creating and editing this gold standard book that should be used by all clinicians and incorporated into all nursing and health sciences curriculums." -Bernadette Mazurek Melnyk, PhD, APRN-CNP, FNAP, FAANP, FAAN Vice President for Health Promotion University Chief Wellness Officer Dean and Helene Fuld Health Trust Professor of Evidence-Based Practice, College of Nursing Professor of Pediatrics & Psychiatry, College of Medicine Executive Director, the Helene Fuld Health Trust National Institute for EBP The Ohio State University This is the only book to explicitly guide clinicians through an evidence-based approach to ordering and interpreting laboratory tests. With over 160 commonly ordered tests, this book is designed to foster more accurate clinical decision-making to attain the highest level of patient care. This book summarizes more than 3000 pieces of evidence and incorporates clinical expertise and decision-making on the ordering and interpretation of tests. To promote ease of use, a convenient table maps labs and their corresponding chapter numbers to the relevant body system to promote ease of use. Each laboratory test is presented in a consistent format with information on physiology, indications (screening, diagnosis, and monitoring), algorithms, test interpretation and follow-up testing, patient education, and related diagnoses. Additional valuable features include clinical pearls that highlight common pitfalls and gaps in reasoning, and a cost-benefit analysis. This book also includes CPT and ICD-10 codes, charts and tables for clarification, and references for further study. Key Features: Delivers a strong, evidence-based approach to ordering and interpreting over 160 laboratory tests Promotes accurate clinical decision-making toward achieving the Triple Aim Includes abundant clinical pearls highlighting common pitfalls and gaps in reasoning Provides cost-benefit analysis and discussion of laboratory testing within a high-value healthcare culture Includes 175 supplemental case examples and 200 self-assessment questions to facilitate instruction and learning Includes more than 3000 pieces of evidence from interprofessional resources

Diagnostic Evaluation of the Knee

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Publisher : Springer Science & Business Media
ISBN 13 : 3642743978
Total Pages : 371 pages
Book Rating : 4.6/5 (427 download)

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Book Synopsis Diagnostic Evaluation of the Knee by : Michael Strobel

Download or read book Diagnostic Evaluation of the Knee written by Michael Strobel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knee surgeons world wide have been aware that a beautifully illustrated book on diagnostic evaluation of the knee existed. What we in the English speaking world did not appreciate was the superb quality of the text that ac companied these splendid illustrations. Now, Dr. Michael Strobel and Dr. Hans-Werner Stedtfeld's work, Diagnostic Evaluation of the Knee, has been translated by Mr. Terry Telger into an English text that is clear and cogent. The authors' message is comprehensive and straight forward. They show how diagnosis of knee disorders lends itself to a disciplined, orderly thought pro cess based on a substantial body of scientific knowledge. This book, through effective illustrations, clarity of text and thought, and subject organization, leads the reader through the diagnostic evaluation of the knee in an enjoy able and unforgettable way. Some may think the diagnostic process is dead with the advent of magnetic resonance imaging. They are wrong: the diagnostic process has never been more alive, and M. Strobel and H.-W. Stedtfeld capture the excitement of modern day diagnosis through the integration of many disciplines - anato my, pathophysiology, general examination, special examinations, and special studies. This is the unique character of this book and why it will be a text ap preciated by all who care for the knee-injured patient.

Statistical Evaluation of Diagnostic Performance

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Publisher : CRC Press
ISBN 13 : 1439812233
Total Pages : 243 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Statistical Evaluation of Diagnostic Performance by : Kelly H. Zou

Download or read book Statistical Evaluation of Diagnostic Performance written by Kelly H. Zou and published by CRC Press. This book was released on 2016-04-19 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical evaluation of diagnostic performance in general and Receiver Operating Characteristic (ROC) analysis in particular are important for assessing the performance of medical tests and statistical classifiers, as well as for evaluating predictive models or algorithms. This book presents innovative approaches in ROC analysis, which are releva

Evaluation of diagnostic systems

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Publisher : Elsevier
ISBN 13 : 0323141641
Total Pages : 270 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Evaluation of diagnostic systems by : John Swets

Download or read book Evaluation of diagnostic systems written by John Swets and published by Elsevier. This book was released on 2012-12-02 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evaluation of Diagnostic Systems: Methods from Signal Detection Theory addresses the many issues that arise in evaluating the performance of a diagnostic system, across the wide range of settings in which such systems are used. These settings include clinical medicine, industrial quality control, environmental monitoring and investigation, machine and metals inspection, military monitoring, information retrieval, and crime investigation. The book is divided into three parts encompassing 11 chapters that emphasize the interpretation of diagnostic visual images by human observers. The first part of the book describes quantitative methods for measuring the accuracy of a system and the statistical techniques for drawing inferences from performance tests. The subsequent part covers study design and includes a detailed description of the form and conduct of an image-interpretation test. The concluding part examines the case study of a medical imaging system that serves as an example of both simple and complex applications. In this part, three mammographic modalities are used: industrial film radiography, low-dose film radiography, and xeroradiography. The case study focuses on the overall reliability of accuracy indices made by its main components, that is, the variabilities across cases, across readers, and within individual readers. The supplementary texts provide study protocols, a computer program for processing test results, and an extensive list of references that will assist the reader in applying those evaluative methods to diagnostic systems in any setting. This book is of value to scientists and engineers, as well as to applied, quantitative, or experimental psychologists who are engaged in the study of the human processes of discrimination and decision making in either perceptual or cognitive tasks.

Improving Diagnosis in Health Care

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Publisher : National Academies Press
ISBN 13 : 0309377722
Total Pages : 473 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Improving Diagnosis in Health Care by : National Academies of Sciences, Engineering, and Medicine

Download or read book Improving Diagnosis in Health Care written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2015-12-29 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Getting the right diagnosis is a key aspect of health care - it provides an explanation of a patient's health problem and informs subsequent health care decisions. The diagnostic process is a complex, collaborative activity that involves clinical reasoning and information gathering to determine a patient's health problem. According to Improving Diagnosis in Health Care, diagnostic errors-inaccurate or delayed diagnoses-persist throughout all settings of care and continue to harm an unacceptable number of patients. It is likely that most people will experience at least one diagnostic error in their lifetime, sometimes with devastating consequences. Diagnostic errors may cause harm to patients by preventing or delaying appropriate treatment, providing unnecessary or harmful treatment, or resulting in psychological or financial repercussions. The committee concluded that improving the diagnostic process is not only possible, but also represents a moral, professional, and public health imperative. Improving Diagnosis in Health Care, a continuation of the landmark Institute of Medicine reports To Err Is Human (2000) and Crossing the Quality Chasm (2001), finds that diagnosis-and, in particular, the occurrence of diagnostic errorsâ€"has been largely unappreciated in efforts to improve the quality and safety of health care. Without a dedicated focus on improving diagnosis, diagnostic errors will likely worsen as the delivery of health care and the diagnostic process continue to increase in complexity. Just as the diagnostic process is a collaborative activity, improving diagnosis will require collaboration and a widespread commitment to change among health care professionals, health care organizations, patients and their families, researchers, and policy makers. The recommendations of Improving Diagnosis in Health Care contribute to the growing momentum for change in this crucial area of health care quality and safety.

Cognitive Diagnostic Assessment for Education

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Publisher : Cambridge University Press
ISBN 13 : 1139464280
Total Pages : 353 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Cognitive Diagnostic Assessment for Education by : Jacqueline Leighton

Download or read book Cognitive Diagnostic Assessment for Education written by Jacqueline Leighton and published by Cambridge University Press. This book was released on 2007-05-14 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the current push toward educational reform, there is great potential for innovation and change, particularly in large scale testing. One area where change is possible is in cognitive diagnostic assessment. Researchers in educational measurement and cognitive psychology are finally in a position to design tests targeted specifically for providing valuable information about students' cognitive strengths and weaknesses. This self-contained volume organizes what is known about cognitive diagnostic assessment in education, including its conceptual and philosophical basis, methods, and applications. The complete list of topics includes educational demand, philosophical rationale, construct validity, cognitive methods, test construction, statistical models, and unresolved issues (e.g., how to best translate diagnostic information into teaching practices). Leighton and Gierl present a comprehensive and up-to-date examination of cognitive diagnostic assessment in education.

Diagnostic Evaluation of the Respiratory System

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Publisher : JP Medical Ltd
ISBN 13 : 9386056003
Total Pages : 447 pages
Book Rating : 4.3/5 (86 download)

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Book Synopsis Diagnostic Evaluation of the Respiratory System by : Claudio Sorino

Download or read book Diagnostic Evaluation of the Respiratory System written by Claudio Sorino and published by JP Medical Ltd. This book was released on 2017-07-17 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide to the diagnosis of respiratory disorders, helping clinicians recognise signs and symptoms, decide on the most appropriate diagnostic tests, and to interpret the results. Divided into four sections, the book covers respiratory system assessment, evaluation of respiratory function, diagnostic imaging, and invasive diagnostic techniques. The imaging section includes radiograph, computed tomography, angiography, and ultrasonography. The invasive diagnostic procedures section covers bronchoscopy, lung biopsy, transbronchial needle aspiration and more. Video-assisted thoracic surgery as a diagnostic tool is also discussed. Authored by recognised expert Professor Claudio Sorino from University of Palermo, this useful manual is enhanced by clinical images and figures. Key Points Practical guide to diagnosis of respiratory disorders Helps clinicians recognise signs and symptoms, choose appropriate diagnostic tests and interpret results Includes chapter on video-assisted thoracic surgery as a diagnostic tool Authored by recognised expert from University of Palermo

Guide to Diagnostic Tests,Seventh Edition

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Publisher : McGraw Hill Professional
ISBN 13 : 1259640906
Total Pages : 528 pages
Book Rating : 4.2/5 (596 download)

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Book Synopsis Guide to Diagnostic Tests,Seventh Edition by : Diana Nicoll

Download or read book Guide to Diagnostic Tests,Seventh Edition written by Diana Nicoll and published by McGraw Hill Professional. This book was released on 2017-03-24 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential guide to more than 450 of the most commonly performed diagnostic tests – updated with the latest molecular, genetic, and microbiological tests A Doody's Core Title for 2019! Guide to Diagnostic Tests, Seventh Edition is a concise guide to the selection and interpretation of more than 450 of the laboratory and microbiology tests most relevant to the general practice of medicine. This on-the-spot clinical companion also includes coverage of diagnostic imaging, electrocardiology, echocardiography, and the use of tests in differential diagnosis. Features: • Covers areas of internal medicine, pediatrics, surgery, neurology, and obstetrics and gynecology • Over 25 new or substantially revised laboratory tests • New and updated coverage of emerging and re-emerging pathogens and infectious agents,including the Zika and Ebola viruses • Updated material on molecular and genetic tests, including pharmacogenetics tests • An entire section of diagnostic algorithms • Full literature citations with PubMed identification (PMID) numbers included for each reference • Details costs and risks of various procedures and tests • Full section on electrocardiography and echocardiography If you’ve been looking for an authoritative, up-to-date, and easy-to-carry guide to the latest diagnostic testing procedures, your search ends here.

Assessment of Diagnostic Technology in Health Care

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Publisher : National Academies Press
ISBN 13 : 030904099X
Total Pages : 152 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Assessment of Diagnostic Technology in Health Care by : Institute of Medicine

Download or read book Assessment of Diagnostic Technology in Health Care written by Institute of Medicine and published by National Academies Press. This book was released on 1989-02-01 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology assessment can lead to the rapid application of essential diagnostic technologies and prevent the wide diffusion of marginally useful methods. In both of these ways, it can increase quality of care and decrease the cost of health care. This comprehensive monograph carefully explores methods of and barriers to diagnostic technology assessment and describes both the rationale and the guidelines for meaningful evaluation. While proposing a multi-institutional approach, it emphasizes some of the problems involved and defines a mechanism for improving the evaluation and use of medical technology and essential resources needed to enhance patient care.

Diagnostic Measurement

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Publisher : Guilford Press
ISBN 13 : 1606235281
Total Pages : 369 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Diagnostic Measurement by : Andr? A. Rupp

Download or read book Diagnostic Measurement written by Andr? A. Rupp and published by Guilford Press. This book was released on 2010-04-09 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to the theory and practice of diagnostic classification models (DCMs), which are useful for statistically driven diagnostic decision making. DCMs can be employed in a wide range of disciplines, including educational assessment and clinical psychology. For the first time in a single volume, the authors present the key conceptual underpinnings and methodological foundations for applying these models in practice. Specifically, they discuss a unified approach to DCMs, the mathematical structure of DCMs and their relationship to other latent variable models, and the implementation and estimation of DCMs using Mplus. The book's highly accessible language, real-world applications, numerous examples, and clearly annotated equations will encourage professionals and students to explore the utility and statistical properties of DCMs in their own projects. This book will appeal to professionals in the testing industry; professors and students in educational, school, clinical, and cognitive psychology. It will also serve as a useful text in doctoral-level courses in diagnostic testing, cognitive diagnostic assessment, test validity, diagnostic assessment, advanced educational measurement, psychometrics, and item response theory

Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy

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Publisher : John Wiley & Sons
ISBN 13 : 1119756162
Total Pages : 436 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy by : Jonathan J. Deeks

Download or read book Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy written by Jonathan J. Deeks and published by John Wiley & Sons. This book was released on 2023-07-12 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy A guide to conducting systematic reviews of test accuracy In Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy, a team of distinguished researchers deliver the official guide to preparing and maintaining systematic reviews of test accuracy in healthcare. This first edition of the Handbook contains guidance on understanding test accuracy measures, search strategies and study selection, understanding meta-analysis and risk of bias and applicability assessments, presentation of findings, and drawing conclusions. Readers will also find: An introduction to test evaluation, including the purposes of medical testing, test accuracy and the impact of tests on patient outcomes Comprehensive explorations of the design of test accuracy studies, including discussions of reference standards and comparative test accuracy studies Considerations of the methods and presentation of systematic reviews of test accuracy Elaboration of study selection, data collection, and undertaking risk of bias and applicability assessments Perfect for medical practitioners and clinicians, Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy will also benefit professionals in epidemiology and students in related fields.

Statistical Methods in Diagnostic Medicine

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Publisher : John Wiley & Sons
ISBN 13 : 1118626044
Total Pages : 597 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Statistical Methods in Diagnostic Medicine by : Xiao-Hua Zhou

Download or read book Statistical Methods in Diagnostic Medicine written by Xiao-Hua Zhou and published by John Wiley & Sons. This book was released on 2014-08-21 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition " . . . the book is a valuable addition to the literature in the field, serving as a much-needed guide for both clinicians and advanced students."—Zentralblatt MATH A new edition of the cutting-edge guide to diagnostic tests in medical research In recent years, a considerable amount of research has focused on evolving methods for designing and analyzing diagnostic accuracy studies. Statistical Methods in Diagnostic Medicine, Second Edition continues to provide a comprehensive approach to the topic, guiding readers through the necessary practices for understanding these studies and generalizing the results to patient populations. Following a basic introduction to measuring test accuracy and study design, the authors successfully define various measures of diagnostic accuracy, describe strategies for designing diagnostic accuracy studies, and present key statistical methods for estimating and comparing test accuracy. Topics new to the Second Edition include: Methods for tests designed to detect and locate lesions Recommendations for covariate-adjustment Methods for estimating and comparing predictive values and sample size calculations Correcting techniques for verification and imperfect standard biases Sample size calculation for multiple reader studies when pilot data are available Updated meta-analysis methods, now incorporating random effects Three case studies thoroughly showcase some of the questions and statistical issues that arise in diagnostic medicine, with all associated data provided in detailed appendices. A related web site features Fortran, SAS®, and R software packages so that readers can conduct their own analyses. Statistical Methods in Diagnostic Medicine, Second Edition is an excellent supplement for biostatistics courses at the graduate level. It also serves as a valuable reference for clinicians and researchers working in the fields of medicine, epidemiology, and biostatistics.

Diagnostic Tests Toolkit

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Publisher : John Wiley & Sons
ISBN 13 : 1119951801
Total Pages : 114 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Diagnostic Tests Toolkit by : Matthew Thompson

Download or read book Diagnostic Tests Toolkit written by Matthew Thompson and published by John Wiley & Sons. This book was released on 2011-09-29 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diagnostic Tests Toolkit Diagnostic Tests Toolkit Finding the evidence for diagnostic tests Establishing an evidence-based methodology to assess the effectiveness of diagnostic tests has posed problems for many years. Now that the framework is in place health professionals can find and appraise the evidence for themselves. With Diagnostic Tests Toolkit clinicians and junior researchers can interpret the evidence for the effectiveness of different types of diagnostic tests, or develop their own research using the successful ‘step-by-step’ format of the Toolkit series. Written by renowned clinical researchers, this is the first basic guide to evidence-based diagnosis. It is equally valuable to starters in clinical research and those needing a quick refresher on the core elements of evidence-based diagnosis.

DeGowin's Diagnostic Examination, Ninth Edition

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Publisher : McGraw Hill Professional
ISBN 13 : 0071641181
Total Pages : 957 pages
Book Rating : 4.0/5 (716 download)

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Book Synopsis DeGowin's Diagnostic Examination, Ninth Edition by : Richard LeBlond

Download or read book DeGowin's Diagnostic Examination, Ninth Edition written by Richard LeBlond and published by McGraw Hill Professional. This book was released on 2008-08-17 with total page 957 pages. Available in PDF, EPUB and Kindle. Book excerpt: The perfect “bridge” book between physical exam textbooks and clinical reference books Covers the essentials of the diagnostic exam procedure and the preparation of the patient record Includes overviews of each organ/region/system, followed by the definition of key presenting signs and their possible causes Unrivaled in its comprehensive coverage of differential diagnosis, organized by systems, signs, and syndromes

Diagnostic Writing Assessment

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Publisher : Peter Lang
ISBN 13 : 9783631589816
Total Pages : 326 pages
Book Rating : 4.5/5 (898 download)

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Book Synopsis Diagnostic Writing Assessment by : Ute Knoch

Download or read book Diagnostic Writing Assessment written by Ute Knoch and published by Peter Lang. This book was released on 2009 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: The diagnostic assessment of writing is an important aspect of language testing which has often been neclected in the literature. However, it is an area which poses special challenges to practioners both in the classroom and in large-scale testing situations. This book presents a study which set out to develop and validate a rating scale specifically designed for the diagnostic assessment of writing in an academic English setting. The scale was developed by analysing a large number of writing performances produced by both native speakers of English and learners of English as an additional language. The rating scale was then validated using both quantitative and qualitative methods. The study showed that a detailed data-based rating scale is more valid and more useful for diagnostic purposes than the more commonly used impressionistic rating scale.

Education in India

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Publisher : Atlantic Publishers & Dist
ISBN 13 : 9788171568819
Total Pages : 382 pages
Book Rating : 4.5/5 (688 download)

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Book Synopsis Education in India by : M. Dash

Download or read book Education in India written by M. Dash and published by Atlantic Publishers & Dist. This book was released on 2000 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Constitution Of India Came Into Force On 26Th January, 1950 And Since Then Indigenous Ideas Have Been Introduced, New Experiments Have Been Conducted And New Thrust Areas Have Been Identified In Different Aspects Of Education In India To Keep Pace With The Developments In Society, Politics, Economics, Emotions And Sentiments At The National And International Levels. A Vast And Fast Developing Country Like India Is Bound To Encounter New And Recurring Problems Of Educational Expansion, Total Quality Management, Planning, Administration, Supervision, Curriculum, Evaluation, Teacher Education, Special Education, Integrated Education, Leadership, Ecology And Guidance Services In Schools.This Book Is An Humble Attempt To Understand Some Of The Afore-Said Problems Of Education In Their Right Perspectives And To Find Out Solutions In The Light Of Recommendations Of Various Committees And Commissions, Policies, Reports And Publications Of Mhrd, Ncert, Niepa, Ncte, Other Institutes, Frontline Educationists And Authors Of Eminence.The Distinguishing Features Of The Book Are Lucidity And Simplicity Of Language, Uniformity And Precision In Organisation Of Facts And Figures With Scope For Reading Between Lines And Beyond Suitable For Students Of Teacher Education Institutions And University Departments Of Education.

Handbook of Diagnostic Classification Models

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Publisher : Springer Nature
ISBN 13 : 3030055841
Total Pages : 646 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Handbook of Diagnostic Classification Models by : Matthias von Davier

Download or read book Handbook of Diagnostic Classification Models written by Matthias von Davier and published by Springer Nature. This book was released on 2019-10-11 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides an overview of major developments around diagnostic classification models (DCMs) with regard to modeling, estimation, model checking, scoring, and applications. It brings together not only the current state of the art, but also the theoretical background and models developed for diagnostic classification. The handbook also offers applications and special topics and practical guidelines how to plan and conduct research studies with the help of DCMs. Commonly used models in educational measurement and psychometrics typically assume a single latent trait or at best a small number of latent variables that are aimed at describing individual differences in observed behavior. While this allows simple rankings of test takers along one or a few dimensions, it does not provide a detailed picture of strengths and weaknesses when assessing complex cognitive skills. DCMs, on the other hand, allow the evaluation of test taker performance relative to a potentially large number of skill domains. Most diagnostic models provide a binary mastery/non-mastery classification for each of the assumed test taker attributes representing these skill domains. Attribute profiles can be used for formative decisions as well as for summative purposes, for example in a multiple cut-off procedure that requires mastery on at least a certain subset of skills. The number of DCMs discussed in the literature and applied to a variety of assessment data has been increasing over the past decades, and their appeal to researchers and practitioners alike continues to grow. These models have been used in English language assessment, international large scale assessments, and for feedback for practice exams in preparation of college admission testing, just to name a few. Nowadays, technology-based assessments provide increasingly rich data on a multitude of skills and allow collection of data with respect to multiple types of behaviors. Diagnostic models can be understood as an ideal match for these types of data collections to provide more in-depth information about test taker skills and behavioral tendencies.