Library Improvement Through Data Analytics

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Library Improvement Through Data Analytics

Author : Lesley S. J. Farmer
Publisher :
ISBN 13 : 9781783301614
Total Pages : 192 pages
Book Rating : 4.3/5 (16 download)

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Book Synopsis Library Improvement Through Data Analytics by : Lesley S. J. Farmer

Download or read book Library Improvement Through Data Analytics written by Lesley S. J. Farmer and published by . This book was released on 2016-07-27 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how to act on and make sense of data in libraries. Using a range of techniques, tools and methodologies it explains how data can be used to help inform decision making at every level.Sound data analytics is the foundation for making an evidence-based case for libraries, in addition to guiding myriad organizational decisions, from optimizing operations for efficiency to responding to community needs. Designed to be useful for beginners as well as those with a background in data, this book introduces the basics of a six point framework that can be applied to a variety of library settings for effective system based, data-driven management. Library Improvement Through Data Analytics includes:- the basics of statistical concepts- recommended data sources for various library functions and processes, and guidance for using census, university, or - - government data in analysis- techniques for cleaning data- matching data to appropriate data analysis methods- how to make descriptive statistics more powerful by spotlighting relationships- 14 practical case studies, covering topics such as access and retrieval, digitization, e-book collection development, staffing, facilities, and instruction.This book's clear, concise coverage will enable librarians, archivists, curators and technologists of every experience level to gain a better understanding of statistics in order to facilitate library improvement.

Library Analytics and Metrics

Author : Ben Showers
Publisher : Facet Publishing
ISBN 13 : 1856049655
Total Pages : 209 pages
Book Rating : 4.8/5 (56 download)

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Book Synopsis Library Analytics and Metrics by : Ben Showers

Download or read book Library Analytics and Metrics written by Ben Showers and published by Facet Publishing. This book was released on 2015-04-30 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will inform and inspire librarians, archivists, curators and technologists to make better use of data to help inform decision-making, the development of new services and the improvement of the user experience. With the wealth of data available to library and cultural heritage institutions, analytics are the key to understanding their users and improving the systems and services they offer. Using case studies to provide real-life examples of current developments and services, and packed full of practical advice and guidance for libraries looking to realize the value of their data, this will be an essential guide for librarians and information professionals. Library Analytics and Metrics brings together a group of internationally recognized experts to explore some of the key issues in the exploitation of data analytics and metrics in the library and cultural heritage sectors, including: The role of data in helping inform collections management and strategy Approaches to collecting, analyzing and utilizing data Using analytics to develop new services and improve the user experience Using ethnographic methodologies to better understand user behaviours The opportunities of library data as ‘big data’ The role of ‘small data’ in delivering meaningful interventions for users Practical advice on managing the risks and ethics of data analytics How analytics can help uncover new types of impact and value for institutions and organizations. Readership: This book will be an invaluable resource for librarians and library directors interested in developing a data-driven approach to their service provision and decision making; students on library and information science courses; and managers and practitioners in other cultural heritage sectors such as museums, archives and galleries.

Data Science in the Library

Author : Joel Herndon
Publisher :
ISBN 13 : 9781783304592
Total Pages : pages
Book Rating : 4.3/5 (45 download)

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Book Synopsis Data Science in the Library by : Joel Herndon

Download or read book Data Science in the Library written by Joel Herndon and published by . This book was released on 2021-08-26 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the rapid expansion of data sources, visualizations, and analytics created in the last decade and explores the strategies, tools, and approaches that educators and information specialists are employing to train a new generation of data professionals.

Data Science for Librarians

Author : Yunfei Du
Publisher : Bloomsbury Publishing USA
ISBN 13 :
Total Pages : 169 pages
Book Rating : 4.2/5 (16 download)

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Book Synopsis Data Science for Librarians by : Yunfei Du

Download or read book Data Science for Librarians written by Yunfei Du and published by Bloomsbury Publishing USA. This book was released on 2020-03-26 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique textbook intersects traditional library science with data science principles that readers will find useful in implementing or improving data services within their libraries. Data Science for Librarians introduces data science to students and practitioners in library services. Writing for academic, public, and school library managers; library science students; and library and information science educators, authors Yunfei Du and Hammad Rauf Khan provide a thorough overview of conceptual and practical tools for data librarian practice. Partially due to how quickly data science evolves, libraries have yet to recognize core competencies and skills required to perform the job duties of a data librarian. As society transitions from the information age into the era of big data, librarians and information professionals require new knowledge and skills to stay current and take on new job roles, such as data librarianship. Such skills as data curation, research data management, statistical analysis, business analytics, visualization, smart city data, and learning analytics are relevant in library services today and will become increasingly so in the near future. This text serves as a tool for library and information science students and educators working on data science curriculum design.

Big Data Applications for Improving Library Services

Author : Dhamdhere, Sangeeta Namdev
Publisher : IGI Global
ISBN 13 : 1799830519
Total Pages : 211 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Big Data Applications for Improving Library Services by : Dhamdhere, Sangeeta Namdev

Download or read book Big Data Applications for Improving Library Services written by Dhamdhere, Sangeeta Namdev and published by IGI Global. This book was released on 2020-09-25 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, libraries must provide various web-based services, social media, and internet to patrons in order to adequately support their information needs. In addition to these services, the maintenance of online literature, databases, data sets, and archives cause librarians to have to handle huge amounts of data each day. Big data can support with quality improvement and problem solving to improve library services and can help librarians to provide up-to-date and innovative real-time services to library users. Big Data Applications for Improving Library Services is an essential scholarly publication that examines the implications and applications of big data analytics on services provided by libraries. Highlighting a wide range of topics such as data analytics, mobile technologies, and web-based services, this book is ideal for librarians, knowledge managers, data scientists, data analysts, cataloguers, academicians, IT professionals, researchers, and students.

Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing

Author : Singh, Amandeep
Publisher : IGI Global
ISBN 13 : 1799872335
Total Pages : 310 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing by : Singh, Amandeep

Download or read book Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing written by Singh, Amandeep and published by IGI Global. This book was released on 2021-06-18 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of big data, low-cost commodity hardware, and new information management and analytic software have produced a unique moment in the history of data analysis. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue, and profitability especially in digital marketing. Data plays a huge role in understanding valuable insights about target demographics and customer preferences. From every interaction with technology, regardless of whether it is active or passive, we are creating new data that can describe us. If analyzed correctly, these data points can explain a lot about our behavior, personalities, and life events. Companies can leverage these insights for product improvements, business strategy, and marketing campaigns to cater to the target customers. Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing aids understanding of big data in terms of digital marketing for meaningful analysis of information that can improve marketing efforts and strategies using the latest digital techniques. The chapters cover a wide array of essential marketing topics and techniques, including search engine marketing, consumer behavior, social media marketing, online advertising, and how they interact with big data. This book is essential for professionals and researchers working in the field of analytics, data, and digital marketing, along with marketers, advertisers, brand managers, social media specialists, managers, sales professionals, practitioners, researchers, academicians, and students looking for the latest information on how big data is being used in digital marketing strategies.

Healthcare Analytics

Author : Hui Yang
Publisher : John Wiley & Sons
ISBN 13 : 1119374669
Total Pages : 632 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Healthcare Analytics by : Hui Yang

Download or read book Healthcare Analytics written by Hui Yang and published by John Wiley & Sons. This book was released on 2016-10-10 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Features of statistical and operational research methods and tools being used to improve the healthcare industry With a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and comprehensive treatment on recent research advancements in data-driven healthcare analytics in an effort to provide more personalized and smarter healthcare services. Emphasizing data and healthcare analytics from an operational management and statistical perspective, the book details how analytical methods and tools can be utilized to enhance healthcare quality and operational efficiency. Organized into two main sections, Part I features biomedical and health informatics and specifically addresses the analytics of genomic and proteomic data; physiological signals from patient-monitoring systems; data uncertainty in clinical laboratory tests; predictive modeling; disease modeling for sepsis; and the design of cyber infrastructures for early prediction of epidemic events. Part II focuses on healthcare delivery systems, including system advances for transforming clinic workflow and patient care; macro analysis of patient flow distribution; intensive care units; primary care; demand and resource allocation; mathematical models for predicting patient readmission and postoperative outcome; physician–patient interactions; insurance claims; and the role of social media in healthcare. Healthcare Analytics: From Data to Knowledge to Healthcare Improvement also features: • Contributions from well-known international experts who shed light on new approaches in this growing area • Discussions on contemporary methods and techniques to address the handling of rich and large-scale healthcare data as well as the overall optimization of healthcare system operations • Numerous real-world examples and case studies that emphasize the vast potential of statistical and operational research tools and techniques to address the big data environment within the healthcare industry • Plentiful applications that showcase analytical methods and tools tailored for successful healthcare systems modeling and improvement The book is an ideal reference for academics and practitioners in operations research, management science, applied mathematics, statistics, business, industrial and systems engineering, healthcare systems, and economics. Healthcare Analytics: From Data to Knowledge to Healthcare Improvement is also appropriate for graduate-level courses typically offered within operations research, industrial engineering, business, and public health departments.

Data Science in the Library

Author : Joel Herndon
Publisher :
ISBN 13 : 9781783304608
Total Pages : 0 pages
Book Rating : 4.3/5 (46 download)

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Book Synopsis Data Science in the Library by : Joel Herndon

Download or read book Data Science in the Library written by Joel Herndon and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers the current environment for data driven research, instruction, and consultation from a variety of faculty and library perspectives and suggests strategies for engaging with the tools and methods of data driven research.

Data Analysis for Continuous School Improvement

Author : Victoria Bernhardt
Publisher : Routledge
ISBN 13 : 1317930800
Total Pages : 321 pages
Book Rating : 4.3/5 (179 download)

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Book Synopsis Data Analysis for Continuous School Improvement by : Victoria Bernhardt

Download or read book Data Analysis for Continuous School Improvement written by Victoria Bernhardt and published by Routledge. This book was released on 2013-10-18 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: 5 PERCEPTIONS; Changing Perceptions; Assessing Perceptions; Questionnaires; Designing Questionnaires: Begin With the End in Mind; Data Collection Considerations; Our Example Schools; Study Questions for Perceptions; Summary; 6 STUDENT LEARNING; Ways to Measure Student Learning; Grades; Analyzing the Results, Descriptively; Analyzing the Results, Inferentially; Measurement Error; Looking Across Student Learning Measures; Other Common Testing Terms; Our Example Schools; Study Questions for Student Learning; Summary; 7 SCHOOL PROCESSES; School Level Processes; Classroom Level Processes.

Hands-On Data Science for Librarians

Author : Sarah Lin
Publisher : CRC Press
ISBN 13 : 1000863174
Total Pages : 199 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Hands-On Data Science for Librarians by : Sarah Lin

Download or read book Hands-On Data Science for Librarians written by Sarah Lin and published by CRC Press. This book was released on 2023-05-09 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Librarians understand the need to store, use and analyze data related to their collection, patrons and institution, and there has been consistent interest over the last 10 years to improve data management, analysis, and visualization skills within the profession. However, librarians find it difficult to move from out-of-the-box proprietary software applications to the skills necessary to perform the range of data science actions in code. This book will focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports, machine learning, and others. While there’s a place for theory, ethics, and statistical methods, librarians need a tool to help them acquire enough facility with R to utilize data science skills in their daily work, no matter what type of library they work at (academic, public or special). By walking through each skill and its application to library work before walking the reader through each line of code, this book will support librarians who want to apply data science in their daily work. Hands-On Data Science for Librarians is intended for librarians (and other information professionals) in any library type (public, academic or special) as well as graduate students in library and information science (LIS). Key Features: Only data science book available geared toward librarians that includes step-by-step code examples Examples include all library types (public, academic, special) Relevant datasets Accessible to non-technical professionals Focused on job skills and their applications

Five Steps of Outcome-Based Planning and Evaluation for Public Libraries

Author : Melissa Gross
Publisher :
ISBN 13 : 0838914160
Total Pages : 120 pages
Book Rating : 4.8/5 (389 download)

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Book Synopsis Five Steps of Outcome-Based Planning and Evaluation for Public Libraries by : Melissa Gross

Download or read book Five Steps of Outcome-Based Planning and Evaluation for Public Libraries written by Melissa Gross and published by . This book was released on 2016-01-13 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning and assessment are both crucial elements of a public library that functions efficiently and flexibly. So why are they often treated as separate processes? This concise book combines planning and evaluation in a holistic approach, helping public library managers and staff put library resources to work for the community. Based on a series of successful workshops, the workflow presented by the authors is made up of manageable steps for integrating outcome-based planning and evaluation (OBPE) into the routine functions of the public library. Offering step by step guidance that’s transparent and easy to follow, this book introduces the concept of OBPE and explains how it can be a streamlined, effective method of getting library users’ feedback; defines “outcomes” and shows why public libraries should use them to plan and evaluate services;shares methodologies for assessing community needs and interests, including key informant interviews, surveys, focus groups, and environmental scans;demonstrates how to use community assessment data to create outcome statements that not only guide the creation of new library services, but also provide targets for measuring the effectiveness of those services;offers techniques for designing services that directly serve the community while also achieving the outcomes the library has targeted; andprovides tips for sharing the results with stakeholders and maximizing successful outcome-based programs to leverage the library’s role in the community.Featuring plentiful examples of how to proceed through each phase of the OBPE model, this book boils down planning and evaluation into an approachable, easy to understand process for public librarians, library managers, and grant writers.

Using Qualitative Methods in Action Research

Author : Douglas Cook
Publisher : Association of College & Research Libraries
ISBN 13 : 9780838985762
Total Pages : 0 pages
Book Rating : 4.9/5 (857 download)

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Book Synopsis Using Qualitative Methods in Action Research by : Douglas Cook

Download or read book Using Qualitative Methods in Action Research written by Douglas Cook and published by Association of College & Research Libraries. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Visual Six Sigma

Author : Ian Cox
Publisher : John Wiley & Sons
ISBN 13 : 1118905687
Total Pages : 581 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Visual Six Sigma by : Ian Cox

Download or read book Visual Six Sigma written by Ian Cox and published by John Wiley & Sons. This book was released on 2016-06-27 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streamline data analysis with an intuitive, visual Six Sigma strategy Visual Six Sigma provides the statistical techniques that help you get more information from your data. A unique emphasis on the visual allows you to take a more active role in data-driven decision making, so you can leverage your contextual knowledge to pose relevant questions and make more sound decisions. You'll learn dynamic visualization and exploratory data analysis techniques that help you identify occurrences and sources of variation, and the strategies and processes that make Six Sigma work for your organization. The Six Sigma strategy helps you identify and remove causes of defects and errors in manufacturing and business processes; the more pragmatic Visual approach opens the strategy beyond the realms of statisticians to provide value to all business leaders amid the growing need for more accessible quality management tools. See where, why, and how your data varies Find clues to underlying behavior in your data Identify key models and drivers Build your own Six-Sigma experience Whether your work involves a Six Sigma improvement project, a design project, a data-mining inquiry, or a scientific study, this practical breakthrough guide equips you with the skills and understanding to get more from your data. With intuitive, easy-to-use tools and clear explanations, Visual Six Sigma is a roadmap to putting this strategy to work for your company.

How Libraries Should Manage Data

Author : Brian Cox
Publisher : Chandos Publishing
ISBN 13 : 0081006713
Total Pages : 150 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis How Libraries Should Manage Data by : Brian Cox

Download or read book How Libraries Should Manage Data written by Brian Cox and published by Chandos Publishing. This book was released on 2015-09-04 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: Have you ever looked at your Library’s key performance indicators and said to yourself "so what!"? Have you found yourself making decisions in a void due to the lack of useful and easily accessible operational data? Have you ever worried that you are being left behind with the emergence of data analytics? Do you feel there are important stories in your operational data that need to be told, but you have no idea how to find these stories? If you answered yes to any of these questions, then this book is for you. How Libraries Should Manage Data provides detailed instructions on how to transform your operational data from a fog of disconnected, unreliable, and inaccessible information - into an exemplar of best practice data management. Like the human brain, most people are only using a very small fraction of the true potential of Excel. Learn how to tap into a greater proportion of Excel’s hidden power, and in the process transform your operational data into actionable business intelligence. Recognize and overcome the social barriers to creating useful operational data Understand the potential value and pitfalls of operational data Learn how to structure your data to obtain useful information quickly and easily Create your own desktop library cube with step-by-step instructions, including DAX formulas

Healthcare Analytics for Quality and Performance Improvement

Author : Trevor L. Strome
Publisher : John Wiley & Sons
ISBN 13 : 1118760158
Total Pages : 246 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Healthcare Analytics for Quality and Performance Improvement by : Trevor L. Strome

Download or read book Healthcare Analytics for Quality and Performance Improvement written by Trevor L. Strome and published by John Wiley & Sons. This book was released on 2013-10-02 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improve patient outcomes, lower costs, reduce fraud—all with healthcare analytics Healthcare Analytics for Quality and Performance Improvement walks your healthcare organization from relying on generic reports and dashboards to developing powerful analytic applications that drive effective decision-making throughout your organization. Renowned healthcare analytics leader Trevor Strome reveals in this groundbreaking volume the true potential of analytics to harness the vast amounts of data being generated in order to improve the decision-making ability of healthcare managers and improvement teams. Examines how technology has impacted healthcare delivery Discusses the challenge facing healthcare organizations: to leverage advances in both clinical and information technology to improve quality and performance while containing costs Explores the tools and techniques to analyze and extract value from healthcare data Demonstrates how the clinical, business, and technology components of healthcare organizations (HCOs) must work together to leverage analytics Other industries are already taking advantage of big data. Healthcare Analytics for Quality and Performance Improvement helps the healthcare industry make the most of the precious data already at its fingertips for long-overdue quality and performance improvement.

Data Management, Analytics and Innovation

Author : Neha Sharma
Publisher : Springer Nature
ISBN 13 : 9811556199
Total Pages : 454 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Data Management, Analytics and Innovation by : Neha Sharma

Download or read book Data Management, Analytics and Innovation written by Neha Sharma and published by Springer Nature. This book was released on 2020-09-18 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. Gathering peer-reviewed research papers presented at the Fourth International Conference on Data Management, Analytics and Innovation (ICDMAI 2020), held on 17–19 January 2020 at the United Services Institute (USI), New Delhi, India, it addresses cutting-edge topics and discusses challenges and solutions for future development. Featuring original, unpublished contributions by respected experts from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.

The Network Reshapes the Library

Author : Lorcan Dempsey
Publisher : American Library Association
ISBN 13 : 0838919979
Total Pages : 320 pages
Book Rating : 4.8/5 (389 download)

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Book Synopsis The Network Reshapes the Library by : Lorcan Dempsey

Download or read book The Network Reshapes the Library written by Lorcan Dempsey and published by American Library Association. This book was released on 2014-08-18 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since he began posting in 2003, Dempsey has used his blog to explore nearly every important facet of library technology, from the emergence of Web 2.0 as a concept to open source ILS tools and the push to web-scale library management systems.