Organizational Productivity And Performance Measurements Using Predictive Modeling And Analytics

Businesses are collecting massive amounts of data every day as a way to better understand their processes, competition, and the markets they serve. This data can be used to increase organizational productivity and performance; however, is essential that organizations collecting large data sets have the tools available to them to fully understand the data they are collecting. Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics takes a critical look at methods for enhancing an organization’s operations and day-to-day activities through the effective use of data. Focusing on a variety of applications of predictive analytics within organizations of all types, this critical publication is an essential resource for business managers, data scientists, graduate-level students, and researchers.

The burning of fossil fuels and emission of greenhouse gasses critically impacts the global environment. By utilizing better techniques and process, businesses can aid in the journey to an economic, sustainable, and environmentally-friendly future for generations to come. Business Models for Renewable Energy Initiatives: Emerging Research and Opportunities is an essential reference source for the latest scholarly perspectives on present and future business models in the renewable energy sector. Featuring coverage on a range of perspectives and topics such as techno-economics, decentralized power systems, and risk assessment, this book is designed for academicians, students, and researchers seeking current scholarly research on green business opportunities for renewable energy.

There can be no growth in a business without change. Learning how to cope with change and capitalize on new developments is pivotal to organizational growth. Enterprise Resiliency in the Continuum of Change: Emerging Research and Opportunities is a critical reference source that discusses the components of business-related change and how organizational leaders can progress their company through such alterations rather than fail during turbulent times. Highlighting important topics such as enterprise schemata, change triggers, company resiliency, and intervention theories, this scholarly publication is designed for business owners, enterprise leaders, professionals, and researchers interested in learning more about how to make an organization resilient during times of change.

Technology has changed the buying and selling industry. Research of various consumer patterns can result in an increase of profits of organizations and corporations. Encouraging Participative Consumerism Through Evolutionary Digital Marketing: Emerging Research and Opportunities is an authoritative reference source featuring the latest scholarly research on best practices of building relationships with online communities to engage consumers. Including various topics and perspectives such as consumer behavior, social media, and search engine optimization (SEO) this publication is ideally designed for professionals, researchers, and students seeking current research on the application of novel technologies in marketing.

Value creation is a prime concern for any contemporary business. This can be accomplished through the incorporation of various techniques and processes, such as the integration of analytics to improve business functions. Applying Predictive Analytics Within the Service Sector is a pivotal reference source for the latest innovative perspectives on the incorporation of analysis techniques to enhance business performance. Examining a wide range of relevant topics, such as alternative clustering, recommender systems, and social media tools, this book is ideally designed for researchers, academics, students, professionals, and practitioners seeking scholarly material on business improvement in the service industry.

Traditional marketing techniques have become outdated by the emergence of the internet, and for companies to survive in the new technological marketplace, they must adopt digital marketing and business analytics practices. Unfortunately, with the benefits of improved storage and flow of information comes the risk of cyber-attack. Business Analytics and Cyber Security Management in Organizations compiles innovative research from international professionals discussing the opportunities and challenges of the new era of online business. Outlining updated discourse for business analytics techniques, strategies for data storage, and encryption in emerging markets, this book is ideal for business professionals, practicing managers, and students of business.

The success of any organization is largely dependent on positive feedback and repeat business from patrons. By utilizing acquired marketing data, business professionals can more accurately assess practices, services, and products that their customers find appealing. The Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics features innovative research and implementation practices of analytics in marketing research. Highlighting various techniques in acquiring and deciphering marketing data, this publication is a pivotal reference for professionals, managers, market researchers, and practitioners interested in the observation and utilization of data on marketing trends to promote positive business practices.

Digital technology has transformed business and management methodology in the modern era. As technologies continue to evolve and change, designing a platform for business architecture requires flexibility and practicality. Organizational Leadership for the Fourth Industrial Revolution: Emerging Research and Opportunities provides the latest research on the approaches to dealing successfully with newly emerging digital technologies and the dynamic complexity leaders are facing now and in the future. While highlighting topics such as business architecture, interactive planning, and strategic capital, this book explores the implications of technologies on business and leadership as well as the development of leadership methods and applications. This book is an important resource for professionals, practitioners, upper-level students, and managers seeking current research on leadership and business advancement in the digital era.