Creating Value with Big Data Analytics

Making Smart Marketing Decisions -Genomineerde PIM Marketing Literatuurprijs 2016

Taal: Engels
1 review
5.0 van de 5 (1 reviews)
  • Engelstalig
  • 338 pagina's
  • 9781138837973
  • januari 2016
Alle productspecificaties

Samenvatting

Our newly digital world is generating an almost unimaginable amount of data about all of us. Such a vast amount of data is useless without plans and strategies that are designed to cope with its size and complexity, and which enable organisations to leverage the information to create value. This book is a refreshingly practical, yet theoretically sound roadmap to leveraging Big Data and analytics.

Creating Value with Big Data Analytics provides a nuanced view of big data development, arguing that big data in itself is not a revolution but an evolution of the increasing availability of data that has been observed in recent times. Building on the authors’ extensive academic and practical knowledge, this book aims to provide managers and analysts strategic directions and practical analytical solutions on how to create value from existing and new big data.

By tying data and analytics to specific goals and processes for implementation, this is a much-needed book that will be essential reading for students and specialists of data analytics, marketing research and customer relationship management.



Onderstaande tekst is vertaald.
Onze onlangs digitale wereld is het genereren van een bijna onvoorstelbare hoeveelheid data over ons allemaal. Zo'n enorme hoeveelheid gegevens is nutteloos zonder plannen en strategieën die zijn ontworpen om te gaan met de omvang en de complexiteit, en die organisaties in staat stellen om de informatie om waarde te creëren hefboomeffect. Dit boek is een verfrissend praktische, maar theoretisch geluid stappenplan om gebruik te maken van Big Data en analytics. & Lt; / p & gt; & lt; i & gt; Creating Value met Big Data Analytics & lt; / i & gt; geeft een genuanceerd beeld van big data ontwikkeling, met het argument dat big data op zich is geen revolutie, maar een evolutie van de toenemende beschikbaarheid van gegevens die in de afgelopen tijd heeft waargenomen. Voortbouwend op de auteurs & # 146; uitgebreide academische en praktische kennis, dit boek is gericht op managers en analisten strategische richtingen en praktische analytische oplossingen om de waarde van bestaande en nieuwe big data & lt creëren bieden;. / p & gt; door koppelverkoop van gegevens en analyses om specifieke doelen en processen voor de uitvoering, dit is een broodnodige boek dat verplichte kost voor studenten en specialisten van de data-analyse, marktonderzoek en customer relationship management zal zijn. & lt; / p & gt;

Recensie(s)

'This is a timely and thought-provoking book that should be on a must-read list of anyone interested in Big Data.' - Sunil Gupta, Edward W. Carter Professor of Business, Harvard Business School, USA 'Creating Value with Big Data Analytics offers a uniquely comprehensive and well-grounded examination of one of the most critically important topics in marketing today. With a strong customer focus, it provides rich, practical guidelines, frameworks and insights on how big data can truly create value for a firm.' - Kevin Lane Keller, Tuck School of Business, Dartmouth College, USA 'Big Data is the next frontier in marketing. This comprehensive, yet eminently readable book by Verhoef, Kooge and Walk is an invaluable guide and a must-read for any marketer seriously interested in using Big Data to create firm value.' - Jan-Benedict E.M. Steenkamp, Massey Distinguished Professor of Marketing, Marketing Area Chair & Executive Director AiMark, Kenan-Flagler Business School, UNC-Chapel Hill 'No longer can marketing decisions be made on intuition alone. This book represents an excellent formula combining leading edge insight and experience in marketing with digital analytics methods and tools to support better, faster and more fact-based decision-making. It is highly recommended for business leaders who want to ensure they meet customer demands with precision in the 21st century.' - Morten Thorkildsen, CEO Rejlers, Norway; chairman of IT and communications company, Itera; former CEO, IBM Norway (2003-13); ex-chairman the Norwegian Computer Society (2009-13), and visiting lecturer Norwegian Business School 'This book goes beyond the hype, to provide a more thorough and realistic analysis of how Big Data can be deployed successfully in companies; successful in the sense of creating value both for the customer as well as the company, as well as what the pre-requisites are to do so. This book is not about the hype, nor about the analytics, it is about what really matters: how to create value. It is also illustrated with a broad range of inspiring company cases.' - Hans Zijlstra, Customer Insight Director, AIR FRANCE KLM 'This is one of the most compelling publications on the challenges and opportunities of data analytics. It paints not only a theoretical framework, but also navigates marketing professionals on organizational change and development of skills and capabilities for success. A must read to unlock the full potential of data-driven and fact based marketing!' - Harry Dekker, Media Director, Unilever Benelux, Netherlands 'Big Data Analytics is among the hottest topics in marketing today. This very insightful book nicely translates academic insights in the area into actionable recommendations. A must-read for everyone working with (growing) marketing data.' - Professor Dr M.G. Dekimpe, School of Economics and Management, Tilburg University, the Netherlands

Reviews Creating Value with Big Data Analytics

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  • Breaking through the mystique of Big Data and bringing worlds together

    In their book Verhoef, Kooge and Walk break through the mystique around Big Data. It shows that, fact based marketing can be very successful for organisations confronted with a lot of data. At the same time, it is stated that Big Data is not a revolution. Above all, it’s more data from more sources, especially from online channels. Although new marketing issues have arisen, it is shown that common statistical methods can be used for both traditional and big data analytics.

    In essence the book leads the way in choosing the right metrics and analytics to get the right insights on different marketing issues and for improving marketing performance on the short term, but also in the long run. Because of the arisen availability and volume of data the possibilities are numerous and often real time effective. This is illustrated by some insightful cases. The intrinsic value of the book is in bridging the gap between Marketing Intelligence (MI) and other (marketing) specialisms. Furthermore, the book structure with numerous frameworks and examples is very pleasant. If preferred, one can also take a quick route through the book (without going through technical data-issues and statistical details).

    Chapter 2 starts with an insightful overview of marketing metrics. First of all, a clear division is made by value for the customer (V2C) and value for the firm (V2F). V2C is the value of products and brands from a customer point of view (evaluation). V2F concentrates on the returns for the firm (€). V2C and V2F must be balanced. Secondly, the metrics are distinguished by market level, brand level and customer level. It is a great opportunity for firms to link all kinds of metrics or KPI’s (f.e. through dashboards) and bring together different (marketing) disciplines in order to create insights and improve overall marketing performance. One of the cases in chapter 6 illustrates this.

    Chapter 3 focuses on specific data issues. It starts with a rather technical part, such as explaining the different sources and types of data and the integration of data. This part is especially useful for students and specialists. Privacy issues are also explained here and some useful privacy policies are stated.

    At the heart of the book in chapter 4, traditional analytics and new big data analytics are explained in further detail. This is all done in a very understandable (not too much statistics) and inspiring way. We are also taught where real analytics differs from reports, monitors and dashboards. Although these last tools can have a substantial alert function, sophisticated analytics are used for more complicated business problems and aimed to be predictive and actionable. The summarizing frameworks, which relate specific marketing issues to different types of analytics including the applicable statistical methods, are very helpful in keeping track on all possibilities. Because Marketing and MI often have difficulties in understanding each other’s work approach the book gives a kind of manual how to overcome this problem by storytelling (clear formulation of the marketing problem) and visualization (by pictures and graphs).

    It is preached, that the MI department should have a leading role in defining business challenges. A roadmap for the development of an influential MI-department is given in Chapter 5, including process, people, systems and organization. This chapter is very interesting for business managers.

    Chapter 6 describes five cases, which prove how value can be created with big data analytics. Sometimes even simple algorithms can achieve great results. For example, one of the cases shows how behavioural targeting literally works and leads to higher conversion rates.

    “Creating Data with Big Data Analytics” is an interesting, recognizable and accessible book for managers as well as for specialists like data scientists. Different marketing worlds are brought together, so that firms can actually create value from their big data.

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Productspecificaties

Auteur
Peter C. Verhoef Edwin Kooge
Co-auteur
Natasha Walk
Taal
Engels
Afmetingen
22x234x158 mm
Gewicht
521,00 gram
Verschijningsdatum
januari 2016
Druk
1
ISBN10
1138837970
ISBN13
9781138837973

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