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| cohort analysis for retention: SQL for Data Analysis Cathy Tanimura, 2021-09-09 With the explosion of data, computing power, and cloud data warehouses, SQL has become an even more indispensable tool for the savvy analyst or data scientist. This practical book reveals new and hidden ways to improve your SQL skills, solve problems, and make the most of SQL as part of your workflow. You'll learn how to use both common and exotic SQL functions such as joins, window functions, subqueries, and regular expressions in new, innovative ways--as well as how to combine SQL techniques to accomplish your goals faster, with understandable code. If you work with SQL databases, this is a must-have reference. Learn the key steps for preparing your data for analysis Perform time series analysis using SQL's date and time manipulations Use cohort analysis to investigate how groups change over time Use SQL's powerful functions and operators for text analysis Detect outliers in your data and replace them with alternate values Establish causality using experiment analysis, also known as A/B testing |
| cohort analysis for retention: Unveiling Customer Trends The Power of Cohort Analysis in Business and Marketing D.D.BOOKS, 2024-07-28 Discover the power of cohort analysis with D.D.BOOKS' groundbreaking book, Unveiling Customer Trends: The Power of Cohort Analysis in Business and Marketing. This book explores how cohort analysis can reveal valuable insights into customer behavior and trends. D.D.BOOKS' practical guidance and real-world examples will help you leverage this powerful tool to optimize your marketing strategies and drive business growth. Unlock the potential of cohort analysis and stay ahead of market trends. |
| cohort analysis for retention: Lean Analytics Alistair Croll, Benjamin Yoskovitz, 2024-02-23 Whether you're a startup founder trying to disrupt an industry or an entrepreneur trying to provoke change from within, your biggest challenge is creating a product people actually want. Lean Analytics steers you in the right direction. This book shows you how to validate your initial idea, find the right customers, decide what to build, how to monetize your business, and how to spread the word. Packed with more than thirty case studies and insights from over a hundred business experts, Lean Analytics provides you with hard-won, real-world information no entrepreneur can afford to go without. Understand Lean Startup, analytics fundamentals, and the data-driven mindset Look at six sample business models and how they map to new ventures of all sizes Find the One Metric That Matters to you Learn how to draw a line in the sand, so you'll know it's time to move forward Apply Lean Analytics principles to large enterprises and established products |
| cohort analysis for retention: Fighting Churn with Data Carl S. Gold, 2020-12-22 The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. Summary The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. This hands-on guide is packed with techniques for converting raw data into measurable metrics, testing hypotheses, and presenting findings that are easily understandable to non-technical decision makers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Keeping customers active and engaged is essential for any business that relies on recurring revenue and repeat sales. Customer turnover—or “churn”—is costly, frustrating, and preventable. By applying the techniques in this book, you can identify the warning signs of churn and learn to catch customers before they leave. About the book Fighting Churn with Data teaches developers and data scientists proven techniques for stopping churn before it happens. Packed with real-world use cases and examples, this book teaches you to convert raw data into measurable behavior metrics, calculate customer lifetime value, and improve churn forecasting with demographic data. By following Zuora Chief Data Scientist Carl Gold’s methods, you’ll reap the benefits of high customer retention. What's inside Calculating churn metrics Identifying user behavior that predicts churn Using churn reduction tactics with customer segmentation Applying churn analysis techniques to other business areas Using AI for accurate churn forecasting About the reader For readers with basic data analysis skills, including Python and SQL. About the author Carl Gold (PhD) is the Chief Data Scientist at Zuora, Inc., the industry-leading subscription management platform. Table of Contents: PART 1 - BUILDING YOUR ARSENAL 1 The world of churn 2 Measuring churn 3 Measuring customers 4 Observing renewal and churn PART 2 - WAGING THE WAR 5 Understanding churn and behavior with metrics 6 Relationships between customer behaviors 7 Segmenting customers with advanced metrics PART 3 - SPECIAL WEAPONS AND TACTICS 8 Forecasting churn 9 Forecast accuracy and machine learning 10 Churn demographics and firmographics 11 Leading the fight against churn |
| cohort analysis for retention: Early Warning Systems and Targeted Interventions for Student Success in Online Courses Glick, Danny, Cohen, Anat, Chang, Chi, 2020-06-26 Online learning has increasingly been viewed as a possible way to remove barriers associated with traditional face-to-face teaching, such as overcrowded classrooms and shortage of certified teachers. While online learning has been recognized as a possible approach to deliver more desirable learning outcomes, close to half of online students drop out as a result of student-related, course-related, and out-of-school-related factors (e.g., poor self-regulation; ineffective teacher-student, student-student, and platform-student interactions; low household income). Many educators have expressed concern over students who unexpectedly begin to struggle and appear to fall off track without apparent reason. A well-implemented early warning system, therefore, can help educators identify students at risk of dropping out and assign and monitor interventions to keep them on track for graduation. Despite the popularity of early warning systems, research on their design and implementation is sparse. Early Warning Systems and Targeted Interventions for Student Success in Online Courses is a cutting-edge research publication that examines current theoretical frameworks, research projects, and empirical studies related to the design, implementation, and evaluation of early warning systems and targeted interventions and discusses their implications for policy and practice. Moreover, this book will review common challenges of early warning systems and dashboard design and will explore design principles and data visualization tools to make data more understandable and, therefore, more actionable. Highlighting a range of topics such as curriculum design, game-based learning, and learning support, it is ideal for academicians, policymakers, administrators, researchers, education professionals, instructional designers, data analysts, and students. |
| cohort analysis for retention: Age-Period-Cohort Analysis Yang Yang, Kenneth C. Land, 2016-04-19 This book explores the ways in which statistical models, methods, and research designs can be used to open new possibilities for APC analysis. Within a single, consistent HAPC-GLMM statistical modeling framework, the authors synthesize APC models and methods for three research designs: age-by-time period tables of population rates or proportions, repeated cross-section sample surveys, and accelerated longitudinal panel studies. They show how the empirical application of the models to various problems leads to many fascinating findings on how outcome variables develop along the age, period, and cohort dimensions. |
| cohort analysis for retention: Supply Chain Analytics Kurt Y. Liu, 2022-04-07 This innovative new core textbook, written by an experienced professor and practitioner in supply chain management, offers a business-focused overview of the applications of data analytics and machine learning to supply chain management. Accessible yet rigorous, this text introduces students to the relevant concepts and techniques needed for data analysis and decision making in modern supply chains and enables them to develop proficiency in a popular and powerful programming software. Suitable for use on upper-level undergraduate, postgraduate and MBA courses in supply chain management, it covers all of the major supply chain processes, including managing supply and demand, warehousing and inventory control, transportation and route optimization. Each chapter comes with practical real-world examples drawn from a range of business contexts, including Amazon and Starbucks, case study discussion questions, computer-assisted exercises and programming projects. |
| cohort analysis for retention: Advances in Comparative Survey Methods Timothy P. Johnson, Beth-Ellen Pennell, Ineke A. L. Stoop, Brita Dorer, 2018-10-30 Covers the latest methodologies and research on international comparative surveys with contributions from noted experts in the field Advances in Comparative Survey Methodology examines the most recent advances in methodology and operations as well as the technical developments in international survey research. With contributions from a panel of international experts, the text includes information on the use of Big Data in concert with survey data, collecting biomarkers, the human subject regulatory environment, innovations in data collection methodology and sampling techniques, use of paradata across the survey lifecycle, metadata standards for dissemination, and new analytical techniques. This important resource: Contains contributions from key experts in their respective fields of study from around the globe Highlights innovative approaches in resource poor settings, and innovative approaches to combining survey and other data Includes material that is organized within the total survey error framework Presents extensive and up-to-date references throughout the book Written for students and academic survey researchers and market researchers engaged in comparative projects, this text represents a unique collaboration that features the latest methodologies and research on global comparative surveys. |
| cohort analysis for retention: Web Analytics Demystified Eric T. Peterson, 2004 |
| cohort analysis for retention: The Wiley Blackwell Handbook of the Psychology of Recruitment, Selection and Employee Retention Harold W. Goldstein, Elaine D. Pulakos, Carla Semedo, Jonathan Passmore, 2017-05-05 An unmatched collection of resources perfect for psychologists, scholars, and HR practitioners In The Wiley Blackwell Handbook of the Psychology of Recruitment, Selection and Employee Retention, an expert team of authors presents a comprehensive and authoritative perspective on critical issues in employee recruitment, selection, and retention. Every chapter offers an in-depth review of the most recent literature and provides academics, researchers, industry practitioners, and students with a holistic reference to relevant data and theory. The book includes job analyses, biodata, simulation exercises, talent management guides, talent assessment guides for leadership development, and online employee selection strategies. |
| cohort analysis for retention: Modeling and Simulation in Engineering, Economics, and Management Kurt J. Engemann, Anna M. Gil-Lafuente, José M. Merigó-Lindahl, 2012-06-02 This book contains the refereed proceedings of the International Conference on Modeling and Simulation in Engineering, Economics, and Management, MS 2012, held in New Rochelle, NY, USA, in May/June 2012. The event was co-organized by the AMSE Association and Iona College. The 27 full papers in this book were carefully reviewed and selected from 78 submissions. In addition to these papers a summary of the plenary presentation given by Ronald R. Yager is also included. The book mainly focuses on the field of intelligent systems and its application to economics and business administration. Some papers have a stronger orientation towards modeling and simulation in these fields. |
| cohort analysis for retention: The Lean Product Playbook Dan Olsen, 2015-06-02 The missing manual on how to apply Lean Startup to build products that customers love The Lean Product Playbook is a practical guide to building products that customers love. Whether you work at a startup or a large, established company, we all know that building great products is hard. Most new products fail. This book helps improve your chances of building successful products through clear, step-by-step guidance and advice. The Lean Startup movement has contributed new and valuable ideas about product development and has generated lots of excitement. However, many companies have yet to successfully adopt Lean thinking. Despite their enthusiasm and familiarity with the high-level concepts, many teams run into challenges trying to adopt Lean because they feel like they lack specific guidance on what exactly they should be doing. If you are interested in Lean Startup principles and want to apply them to develop winning products, this book is for you. This book describes the Lean Product Process: a repeatable, easy-to-follow methodology for iterating your way to product-market fit. It walks you through how to: Determine your target customers Identify underserved customer needs Create a winning product strategy Decide on your Minimum Viable Product (MVP) Design your MVP prototype Test your MVP with customers Iterate rapidly to achieve product-market fit This book was written by entrepreneur and Lean product expert Dan Olsen whose experience spans product management, UX design, coding, analytics, and marketing across a variety of products. As a hands-on consultant, he refined and applied the advice in this book as he helped many companies improve their product process and build great products. His clients include Facebook, Box, Hightail, Epocrates, and Medallia. Entrepreneurs, executives, product managers, designers, developers, marketers, analysts and anyone who is passionate about building great products will find The Lean Product Playbook an indispensable, hands-on resource. |
| cohort analysis for retention: Psychology of Retention Melinde Coetzee, Ingrid L. Potgieter, Nadia Ferreira, 2018-08-30 This book offers a contemporary review of talent retention from the viewpoint of human resource management and industrial/organisational psychology. With a practical and relevant perspective it enriches critical knowledge and insight in the psychology of talent retention. It offers interpretation of difficult factors facing organisations such as the conceptualisation of talent, the forecasting of talent demand and supply, external and internal factors that influence talent attraction, development and retention, the alignment between talent management and business strategy. Also covered is the implementation of human resource practices and strategies in response to the needs of different organisational contexts and workforce characteristics. The chapter contributions will not only enrich knowledge and insight in the complex phenomenon of talent retention, but also advance new original ways of thinking and researching this critically important area of inquiry. The book is intended for graduate students and researchers as an overview of the topic of talent retention, practitioners will also find it informative. |
| cohort analysis for retention: Planning Your Staffing Needs United States Civil Service Commission. Bureau of Policies and Standards, Harry L. Clark, 1977 |
| cohort analysis for retention: Oxford Textbook of Global Public Health Roger Detels, Quarraisha Abdool Karim, Fran Baum, 2022 Public health is concerned with the process of mobilizing local, state/provincial, national, and international resources to assure the conditions in which all people can be healthy (Detels and Breslow 2002). To successfully implement this process and to make health for all achievable, public health must perform the functions listed in Box 1.1.1-- |
| cohort analysis for retention: On the Hunt for Great Companies Simon Kold, 2024-10-29 Essential investment guide to perform sophisticated practical analysis on long-term business quality An unparalleled practical training tool for investment analysis, On the Hunt for Great Companies: An Investor's Guide to Evaluating Business Quality and Durability helps readers move beyond using rules of thumb for companies or investment hypotheses based on broad-level pattern recognition and instead start using a more thorough approach through sophisticated empirical analysis. Readers will learn how to assess all the essential traits of a good business, including passionate management, staying power, abnormal reinvestment options, low dependency risk, and to identify emerging quality. This book is supported by a wealth of real-world examples, both contemporary and historical, detailed original illustrations, and true business stories and anecdotes from investor and former comedian Simon Kold. In this book, readers will learn about: Elements of intense and durable competitive advantage such as scale economies, switching costs, network effects, brands, proprietary resources, and modest value extraction Methods to formulate falsifiable test statements and empirically test those predictions, rather than relying on heuristics or box-checking Incorporates memorable investment advice through Kold’s trademark humorous style Detailed, sophisticated, and highly actionable, On the Hunt for Great Companies is an essential for professional investors of all sizes, in all industries, in both public and private markets. |
| cohort analysis for retention: The ASMBS Textbook of Bariatric Surgery Ninh T. Nguyen, Robin P. Blackstone, John M. Morton, Jaime Ponce, Raul J. Rosenthal, 2014-09-17 Developed by the American Society for Metabolic and Bariatric Surgery (ASMBS), The ASMBS Textbook of Bariatric Surgery provides a comprehensive guide of information dealing with the ever evolving field of bariatric surgery. Volume 1: Bariatric Surgery covers the basic considerations for bariatric surgery, the currently accepted procedures, outcomes of bariatric surgery including long-term weight loss, improvement and resolution of comorbidities and improvement in quality of life. A section focuses on revisional bariatric surgery and new innovative endoscopic bariatric procedures. Other special emphasis given to the topics of metabolic surgery and surgery for patients with lower BMI (30-35). Volume II: Integrated Health is divided into 3 sections: bariatric medicine, psychosocial and nutritional aspects of bariatric surgery. The first section deals with the psychosocial issues associated with morbid obesity. The second section deals with the role of bariatric physicians in preoperative and postoperative support of the bariatric patients. The nutritional section discusses the preoperative and postoperative nutritional support for the bariatric patient. The ASMBS Textbook of Bariatric Surgery will be of great value to surgeons, residents and fellows, bariatric physicians, psychologists, psychiatrists and integrated health members that manage the morbidly obese. |
| cohort analysis for retention: AI-Driven Intelligent Models for Business Excellence Samala Nagaraj, Korupalli V. Rajesh Kumar, 2022 As digital technology is taking the world in a revolutionary way and business related aspects are getting smarter this book is a potential research source on the Artificial Intelligence-based Business Applications and Intelligence-- |
| cohort analysis for retention: Building Interactive Business Intelligence Dashboards with Google Looker Helita Br Sitorus, Andy Ismail, Rike Setiawati, 2024-07-07 Building Interactive Business Intelligence Dashboards with Google Looker: Beginner's Practical Guide Unlock the power of your data and transform it into actionable insights with this beginner-friendly guide to Google Looker. Learn how to connect to diverse data sources, transform raw data into meaningful metrics, and create visually stunning, interactive dashboards that drive informed decision-making. This book is your roadmap to mastering Looker's intuitive interface and powerful features, enabling you to uncover hidden patterns, track key performance indicators, and communicate your findings effectively. Whether you're a business analyst, marketer, or data enthusiast, this practical guide will empower you to harness the full potential of Google Looker and elevate your business intelligence capabilities. |
| cohort analysis for retention: Growth Hacking For Dummies Anuj Adhiya, 2020-04-07 Hack your business growth the scientific way Airbnb. Uber. Spotify. To join the big fish in the disruptive digital shark tank you need to get beyond siloed sales and marketing approaches. You have to move ahead fast—with input from your whole organization—or die. Since the early 2010s, growth hacking culture has developed as the way to achieve this, pulling together multiple talents—product managers, data analysts, programmers, creatives, and yes, marketers—to build a lean, mean, iterative machine that delivers the swift sustainable growth you need to stay alive and beat the competition. Growth Hacking for Dummies provides a blueprint for building the machine from the ground-up, whether you’re a fledgling organization looking for ways to outperform big budgets and research teams, or an established business wanting to apply emerging techniques to your process. Written by a growth thought leader who learned from the original growth hacking gurus, you’ll soon be an expert in the tech world innovations that make this the proven route to the big time: iteration, constant testing, agile approaches, and flexible responses to your customers’ evolving needs. Soup to nuts: get a full overview of the growth hacking process and tools Appliance of science: how to build and implement concept-testing models Coming together: pick up best practices for building a cross-disciplinary team Follow the data: find out what your customers really want You know you can’t just stay still—start moving ahead by developing the growth hacking mindset that’ll help you win big and leave the competition dead in the water! |
| cohort analysis for retention: Startup, Scaleup, Screwup Jurgen Appelo, 2019-04-16 Real-world tools to build your venture, grow your business, and avoid mistakes Startup, Scaleup, Screwup is an expert guide for emerging and established businesses to accelerate growth, facilitate scalability, and keep pace with the rapidly changing economic landscape. The contemporary marketplace is more dynamic than ever before—increased global competition, the impact of digital transformation, and disruptive innovation factors require businesses to implement agile management and business strategies to compete and thrive. This indispensable book provides business leaders and entrepreneurs the tools and guidance to meet growth and scalability challenges head on. Equal parts motivation and practical application, this book answers the questions every business leader asks from the startup ventures to established companies. Covering topics including funding options, employee hiring, product-market validation, remote team management, agile scaling, and the business lifecycle, this essential resource provides a solid approach to grow at the right pace and stay lean. This book will enable you to: Apply 42 effective tools to sustain and accelerate your business growth Avoid the mistakes and pitfalls associated with rapid business growth or organizational change Develop a clear growth plan to integrate into your overall business model Structure your business for rapid scaling and efficient management Startup, Scaleup, Screwup: 42 Tools to Accelerate Lean & Agile Business Growth is a must-read for entrepreneurs, founders, managers, and senior executives. Author Jurgen Appelo shares his wisdom on the creative economy, agile management, innovation marketing, and organizational change to provide a comprehensive guide to business growth. Practical methods and expert advice make this book an essential addition to any business professional’s library. |
| cohort analysis for retention: Increasing Access to Health Workers in Remote and Rural Areas Through Improved Retention World Health Organization, 2010 Accompanying CD-Rom has same title as book. |
| cohort analysis for retention: Technological Prospects and Social Applications of Society 5.0 Lavanya Sharma, Pradeep Kumar Garg, 2023-07-04 This book provides readers to the vision of Society 5.0, which was originally proposed in the fifth Basic Science and Technology Plan by Japan’s government for a technology-based, human-centered society, emerging from the fourth industrial revolution (Industry 4.0). The implementation of AI and other modern techniques in a smart society requires automated data scheduling and analysis using smart applications, a smart infrastructure, smart systems, and a smart network. Features Provides an overview of basic concepts of Society 5.0 as well as the main pillars that support the implementation of Society 5.0. Contains the most recent research analysis in the domain of computer vision, signal processing, and computing sciences for facilitating smart homes, buildings, transport, facilities, environmental conditions and cities, and the benefits these offer to a nation. Presents the readers with practical approaches of using AI and other algorithms for smart ecosystem to deals with human dynamics, the social objects, and their relations. Deals with the utilization of AI tools and other modern techniques for smart society as well as the current challenging issues and its solutions for transformation to Society 5.0. This book is aimed at graduate and post graduate students, researchers, academicians working in the field of computer science, artificial intelligence, and machine learning. |
| cohort analysis for retention: Lean AI Lomit Patel, 2020-01-30 How can startups successfully scale customer acquisition and revenue growth with a Lean team? Out-of-the-box acquisition solutions from Facebook, Google, and others provide a good start, but the companies that can tailor those solutions to meet their specific needs, objectives, and goals will come out winners. But that hasn’t been an easy task—until now. With this practical book, author Lomit Patel shows you how to use AI and automation to provide an operational layer atop those acquisition solutions to deliver amazing results for your company. You’ll learn how to adapt, customize, and personalize cross-channel user journeys to help your company attract and retain customers—to usher in the new age of Autonomous Marketing. Learn how AI and automation can support the customer acquisition efforts of a Lean Startup Dive into Customer Acquisition 3.0, an initiative for gaining and retaining customers Explore ways to use AI for marketing purposes Understand the key metrics for determining the growth of your startup Determine the right strategy to foster user acquisition in your company Manage the increased complexity and risk inherent in AI projects |
| cohort analysis for retention: Backing The Bold: A Primer On Early-stage Venture Capital In Southeast Asia Paulo Joquino, 2022-09-20 Backing the Bold is a primer on the venture capital industry, business, and profession in Southeast Asia. The goal of the book's thirteen chapters has initially been to guide students of the Insignia Ventures Academy — Asia's first experiential venture capital accelerator — in their exploration of the venture capital industry and profession, specifically in the context of Southeast Asia's startup ecosystem and from the perspective of Insignia Ventures and its portfolio founders.Rather than being a book in the traditional sense of the word, such an origin and context for Backing the Bold has inevitably made this book a dynamic piece of literature, continuously growing and improving thanks to every new group of people who become part of the VC accelerator — as organizers, mentors, or participants.Now in print and in distribution, this first edition is available for all as a snapshot of Backing the Bold's progress as a continuously evolving repository of insights, best practices, and frameworks. It is for readers of any background or motivation to gain a better understanding of the venture capital investment process, portfolio management, and profession in the context of Southeast Asia's fast-growing technology markets. |
| cohort analysis for retention: Burden of Illness in People with Epilepsy: From Population-Based Studies to Precision Medicine Adam Strzelczyk, Karl Martin Klein, Felix von Podewils, 2019-03-22 Epilepsy is a common and chronic neurological disease that is characterized by recurrent seizures which impose a major burden on patients, their caregivers, and society. Worldwide more than 39 million people are affected by epilepsy. The aim of this Research Topic was to provide evidence that personalized translational epilepsy research will benefit patients through targeted experimental, clinical and network research. |
| cohort analysis for retention: Securing food for all in Bangladesh Ahmed, Akhter, ed., Islam, Nurul, ed., Mujeri, Mustafa K., ed., 2021-11-05 Securing Food for All in Bangladesh presents an array of research that collectively address four broad issues: (1) agricultural technology adoption; (2) input use and agricultural productivity; (3) food security and output market; and (4) poverty, food security, and women’s empowerment. The fifteen chapters of the book address diverse aspects within these four themes. Access to sufficient food by all people at all times to meet their dietary needs is a matter of critical importance. Despite declining arable agricultural land, Bangladesh has made commendable progress in boosting domestic food production. The growth in overall food production has been keeping ahead of population growth, resulting in higher per capita availability of food over time. In the early 1970s, Bangladesh was a food-deficit country with a population of about 75 million. Today, the population is 165 million, and the country is now self-sufficient in rice production, which has tripled over the past three decades. Along with enhanced food production, increased income has improved people’s access to food. Furthermore, nutritional outcomes have improved significantly. Nevertheless, the challenges to food and nutrition security remain formidable. Future agricultural growth and food and nutrition security are threatened by population growth, worsening soil fertility, diminishing access to land and other scarce natural resources, increasing vulnerability of crop varieties to pests and diseases, and persistent poverty leading to poor access to food. In addition, the impacts of climate change—an increase in the incidence of natural disasters, sea intrusion, and salinity—will exacerbate food and nutrition insecurity in the coming decades if corrective measures are not taken. Aligned with this context, the authors of the book explore policy options and strategies for developing agriculture and improving food security in Bangladesh. Securing Food for All in Bangladesh, with its breadth and scope, will be an invaluable resource for policymakers, researchers, and students dedicated to improving people’s livelihoods in Bangladesh. |
| cohort analysis for retention: Working environment and work retention Johann Fridrik Fridriksson, Kristinn Tómasson, Tove Midtsundstad, Ingrid Sivesind Mehlum, Anne Inga Hilsen, Kerstin Nilsson,, Maria Albin, 2017-12-18 The project shows that the working environment is rarely the sole cause of early retirement, but working environment factors may explain a large fraction of the transition to disability pension in particular. Several working environment predictors of early retirement are well-documented in the Nordic countries, but workplace policies and activities to retain older workers rarely aim to improve the working environment. There may be great potentials in developing workplace interventions which combine prevention of working environment risk factors (e.g. risk factors for accidents, strenuous work/high physical work demands, insufficient recovery between work shifts, quantitative work demands, conflicts at work and bullying/harassment, and age discrimination) with increment of job satisfaction through increased control/influence, possibilities for development and recognition from management. |
| cohort analysis for retention: Computational Collective Intelligence Ngoc Thanh Nguyen, Bao Hung Hoang, Cong Phap Huynh, Dosam Hwang, Bogdan Trawiński, Gottfried Vossen, 2020-11-23 This volume constitutes the refereed proceedings of the 12th International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November 2020.* The 70 full papers presented were carefully reviewed and selected from 314 submissions. The papers are grouped in topical sections on: knowledge engineering and semantic web; social networks and recommender systems; collective decision-making; applications of collective intelligence; data mining methods and applications; machine learning methods; deep learning and applications for industry 4.0; computer vision techniques; biosensors and biometric techniques; innovations in intelligent systems; natural language processing; low resource languages processing; computational collective intelligence and natural language processing; computational intelligence for multimedia understanding; and intelligent processing of multimedia in web systems. *The conference was held virtually due to the COVID-19 pandemic. |
| cohort analysis for retention: Introduction to Marketing Analytics Prof. Dr. R. Gopal, Prof. Dr. Gagandeep Kaur Nagra, Dr. Priya Vij, 2024-10-15 Introduction to Marketing Analytics delves into the foundational elements of marketing, known as the 4Ps—Product, Price, Place, and Promotion—and expands upon them to include additional key components crucial for services marketing, such as People, Process, and Physical Evidence. These elements are vital for companies to develop coherent marketing strategies that not only attract new customers but also build long-term loyalty among existing ones. The rise of digital technologies has significantly transformed how companies engage with consumers and conduct market research. Big data analytics now allows for personalized marketing efforts, creating campaigns offering organizations the ability to better understand and respond to customer journeys. Moreover, the book highlights the growing role of artificial intelligence (AI) and machine learning in modern marketing strategies. By integrating these advanced technologies, businesses can better meet their customers’ evolving needs, outpacing the competition. It covers various analysis techniques, such as marketing mix modelling, that help organizations understand the impact of different marketing activities on sales and other key performance indicators (KPIs). Through real-life examples and case studies, this book highlights a practical guide for professionals looking to apply data-driven marketing strategies to drive growth, innovation, and sustainable success in a constantly changing market landscape. |
| cohort analysis for retention: The Underrepresentation of Women in Science: International and Cross-Disciplinary Evidence and Debate Stephen J. Ceci, Wendy M. Williams, Shulamit Kahn, 2018-04-20 There is no shortage of articles and books exploring women’s underrepresentation in science. Everyone is interested--academics, politicians, parents, high school girls (and boys), women in search of college majors, administrators working to accommodate women’s educational interests; the list goes on. But one thing often missing is an evidence-based examination of the problem, uninfluenced by personal opinions, accounts of “lived experiences,” anecdotes, and the always-encroaching inputs of popular culture. This is why this special issue of Frontiers in Psychology can make a difference. In it, a diverse group of authors and researchers with even more diverse viewpoints find themselves united by their empirical, objective approaches to understanding women’s underrepresentation in science today. The questions considered within this special issue span academic disciplines, methods, levels of analysis, and nature of analysis; what these article share is their scholarly, evidence-based approach to understanding a key issue of our time. |
| cohort analysis for retention: Product Research Rules C. Todd Lombardo, Aras Bilgen, Michael Connors, 2020-11-10 Digital product research doesn't have to be difficult, take a long time, or cost a lot of money. Nor should it be a job solely for scientists or expert researchers. In this practical book, Aras Bilgen, C. Todd Lombardo, and Michael Connors demonstrate how your entire team can conduct effective product research within a couple of weeks--easily, cheaply, and without compromising quality. Drawing from decades of experience in product development, the authors lay out nine simple rules that combine user research, market research, and product analytics to quickly discover insights and build products customers truly need. Recognize and avoid common research pitfalls Switch to the insight-making mindset that underlies all successful research efforts Find out how to look at data, formulate the right questions, and pick the right research method Learn interview techniques and research skills Analyze for insights collaboratively while avoiding bias Inspire action with your insights through powerful presentations and prototypes Learn how to involve a wide variety of stakeholders in research, from developers to executives Discover how you can make research a habit, not a one-off effort |
| cohort analysis for retention: Human Resource Information Systems Michael J. Kavanagh, 2009 Human resource information systems (HRIS) has become a crucial area of attention for management professionals. A major challenge in teaching the course is its cross-disciplinary nature. HR students find it difficult to grasp the IT//IS side of the subject and vice versa. To overcome the technical nature of most of the books in the market Human Resource Information Systems has a balanced approach in dealing with HR and IT//IS issues by drawing from experts in both areas. Rather than depending on expensive commercial software products to demonstrate the applications of HRIS, this book uses case studies at the end of most chapters to facilitate discussions and link them to managerial and technical problems in HRIS. |
| cohort analysis for retention: Summary of Dan Olsen's The Lean Product Playbook Everest Media,, 2022-05-21T22:59:00Z Please note: This is a companion version & not the original book. Sample Book Insights: #1 Product-market fit is the process of determining if a product is well-suited for its market. It is one of the most important Lean Startup principles, and this playbook will teach you how to achieve it. #2 Product-market fit is when your product creates significant customer value. It is achieved when your product meets real customer needs and does so in a way that is better than the alternatives. #3 The Product-Market Fit Pyramid is a hierarchical model that decomposes product-market into its five key components. Each layer of the pyramid depends on the layer immediately beneath it. Product-market fit lies between the top and bottom sections of the pyramid. #4 The pyramid separates the market into its two components: the target customers and their needs. The needs layer is above the target customers layer in the model because it’s their needs that are relevant to achieving product-market fit. |
| cohort analysis for retention: Google Firebase Android Developer Certification , 2024-10-26 Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| cohort analysis for retention: Student Retention & Graduate Destination Moeketsi Letseka, 2010 Student attrition has been a perennial theme in South African higher education throughout the decade. In its National Plan for Higher Education (2001), the Department of Education attributed high dropout rates primarily to financial and/or academic exclusions. Four years later, it reported that 30% of students dropped out in their first year of study and a further 20% during their second and third years. Against this backdrop, the erstwhile research programme on Human Resources Development initiated a research project to investigate more thoroughly why students dropped out, what led them to persist in higher education to graduation, and what made for a successful transition to the labour market. The chapters in this volume address these issues in relation to one or more of seven institutional case studies conducted in 2005. |
| cohort analysis for retention: The Virtual Digital Agency Playbook Raissa Gomez, 2024-05-26 Unlock the Secrets to Building a Thriving Digital Agency in the Age of AI Are you a digital agency owner or entrepreneur struggling to keep up with the demands of the modern marketing landscape? Do you dream of scaling your business, delivering exceptional value to clients, and dominating your niche? Look no further than The Virtual Digital Agency Playbook by Raissa Gomez. In this comprehensive guide, you'll discover how to harness the power of artificial intelligence (AI) to transform your agency into a lean, efficient, and highly profitable machine. Gomez, a seasoned digital marketing expert, reveals the proven strategies and tactics she's used to build and scale her own successful virtual agency. Inside, you'll learn how to: Identify and capitalize on profitable niches using AI-powered market research and competitor analysis. Craft irresistible service offerings that attract and retain high-value clients. Automate repetitive tasks and streamline workflows to maximize efficiency and productivity. Leverage AI tools and technologies to deliver exceptional results and exceed client expectations. Build and manage a high-performing virtual team of experts from around the globe. Navigate the legal and ethical considerations of AI implementation in your agency. Develop a future-proof strategy for scaling your business and achieving long-term success. Whether you're a seasoned agency owner or just starting out, The Virtual Digital Agency Playbook is your roadmap to unlocking the full potential of AI in your business. Don't get left behind in the digital age – embrace the power of AI and transform your agency into a thriving virtual powerhouse. |
| cohort analysis for retention: Epidemiology of Prostate Disease Michael Garraway, 2012-12-06 Presented by recognised experts around the world this reference book helps identify the role of medical and surgical therapies in the treatment of Benign Prostate Hyperplasia (BPH), prostate cancer and prostasis. By combining the latest epidemiological data with detailed comment on management and treatment, the book is a unique up-to-date and fully referenced resource on the subject. |
| cohort analysis for retention: Advances in Data Analytics for Influencer Marketing: An Interdisciplinary Approach Soumi Dutta, |
| cohort analysis for retention: Public Health Reports , 1959 |
COHORT Definition & Meaning - Merriam-Webster
In ancient times, a cohort was a military unit, one of ten divisions in a Roman legion. The term passed into English in the 15th century, when it was used in translations and writings about …
COHORT | English meaning - Cambridge Dictionary
COHORT definition: 1. a group of people who share a characteristic, usually age: 2. a group of people who support a…. Learn more.
Cohort - Wikipedia
Cohort (military unit), the basic tactical unit of a Roman legion; Cohort (educational group), a group of students working together through the same academic curriculum
Cohort - Definition, Meaning & Synonyms - Vocabulary.com
A cohort is a group of people who are around the same age, like a cohort of college students who have similar experiences and concerns. The word cohort was originally used to describe a …
COHORT definition and meaning | Collins English Dictionary
A cohort of people is a group who have something in common. Cohort is used especially when a group is being looked at as a whole for statistical purposes. Tests were carried out on the …
Cohort: Definition, Meaning, and Examples - usdictionary.com
Jan 29, 2025 · "Cohort" Definition: What Does "Cohort" Mean? The term "cohort" encompasses several definitions, reflecting its evolution from ancient to contemporary contexts. Below, these …
cohort noun - Definition, pictures, pronunciation and usage notes ...
Definition of cohort noun in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.
COHORT Definition & Meaning | Dictionary.com
A cohort is a group of people, as in The senator is traveling with a large cohort. It can also refer to an associate or companion, as in I’m meeting up with some of my cohorts from my days as a …
Cohort - definition of cohort by The Free Dictionary
1. a companion, associate, or accomplice. 2. a group or company. 3. one of the ten divisions of a Roman legion.
COHORT | definition in the Cambridge English Dictionary
COHORT meaning: 1. a group of people who share a characteristic, usually age: 2. a group of people who support a…. Learn more.
COHORT Definition & Meaning - Merriam-Webster
In ancient times, a cohort was a military unit, one of ten divisions in a Roman legion. The term passed into English in the 15th century, when it was used in translations and writings about …
COHORT | English meaning - Cambridge Dictionary
COHORT definition: 1. a group of people who share a characteristic, usually age: 2. a group of people who support a…. Learn more.
Cohort - Wikipedia
Cohort (military unit), the basic tactical unit of a Roman legion; Cohort (educational group), a group of students working together through the same academic curriculum
Cohort - Definition, Meaning & Synonyms - Vocabulary.com
A cohort is a group of people who are around the same age, like a cohort of college students who have similar experiences and concerns. The word cohort was originally used to describe a …
COHORT definition and meaning | Collins English Dictionary
A cohort of people is a group who have something in common. Cohort is used especially when a group is being looked at as a whole for statistical purposes. Tests were carried out on the entire …
Cohort: Definition, Meaning, and Examples - usdictionary.com
Jan 29, 2025 · "Cohort" Definition: What Does "Cohort" Mean? The term "cohort" encompasses several definitions, reflecting its evolution from ancient to contemporary contexts. Below, these …
cohort noun - Definition, pictures, pronunciation and usage notes ...
Definition of cohort noun in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.
COHORT Definition & Meaning | Dictionary.com
A cohort is a group of people, as in The senator is traveling with a large cohort. It can also refer to an associate or companion, as in I’m meeting up with some of my cohorts from my days as a …
Cohort - definition of cohort by The Free Dictionary
1. a companion, associate, or accomplice. 2. a group or company. 3. one of the ten divisions of a Roman legion.
COHORT | definition in the Cambridge English Dictionary
COHORT meaning: 1. a group of people who share a characteristic, usually age: 2. a group of people who support a…. Learn more.
