Are personas done? Evaluating their usefulness in the age of digital analytics
In this critique, we conceptually examine the use of personas in an age of availability of large-scale online analytics data. Based on the criticism and benefits outlined in prior work, we formulate the major arguments for and against the use of personas, analyze these arguments, and demonstrate are...
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doaj-612356b49be14d1abea19a775201dac72020-11-25T00:34:55ZengDeakin UniversityPersona Studies2205-52582018-11-0142476510.21153/psj2018vol4no2art737668Are personas done? Evaluating their usefulness in the age of digital analyticsJoni Salminen0Bernard J. Jansen1Jisun An2Haewoon Kwak3Soon-gyo Jung4Qatar Computing Research Institute, Hamad Bin Khalifa University; and Turku School of EconomicsQatar Computing Research Institute, Hamad Bin Khalifa UniversityQatar Computing Research Institute, Hamad Bin Khalifa UniversityQatar Computing Research Institute, Hamad Bin Khalifa UniversityQatar Computing Research Institute, Hamad Bin Khalifa UniversityIn this critique, we conceptually examine the use of personas in an age of availability of large-scale online analytics data. Based on the criticism and benefits outlined in prior work, we formulate the major arguments for and against the use of personas, analyze these arguments, and demonstrate areas for the productive employment of personas by leveraging digital analytics data in their creation. From our review of the prior literature and the given availability of online customer data, our key tenet is that personas are located between aggregated and individual statistics. At their best, personas capture the coverage of the customer base attributed to aggregated data representations while retaining the interpretability of individual-level analytics. Persona creation benefits from both novel computational techniques and data sources. To demonstrate this, we propose and implement automatically generated personas primarily based on quantitative data. We also review key persona validation issues and examine how these issues can be addressed with automated persona generation using real user data from online analytics platforms. Finally, we outline areas of future research in the persona domain within the field of digital marketing and advertising. Overall, to survive in the rapidly developing marketing industry and online customer analytics, personas must evolve by adopting new practices. There are implications for this evolution of personas in a variety of domains, including design, content creation, and digital marketing.https://ojs.deakin.edu.au/index.php/ps/article/view/737Data-Driven Personas, Digital Analytics, Customer Insights, Digital Marketing, Marketing Automation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Joni Salminen Bernard J. Jansen Jisun An Haewoon Kwak Soon-gyo Jung |
spellingShingle |
Joni Salminen Bernard J. Jansen Jisun An Haewoon Kwak Soon-gyo Jung Are personas done? Evaluating their usefulness in the age of digital analytics Persona Studies Data-Driven Personas, Digital Analytics, Customer Insights, Digital Marketing, Marketing Automation |
author_facet |
Joni Salminen Bernard J. Jansen Jisun An Haewoon Kwak Soon-gyo Jung |
author_sort |
Joni Salminen |
title |
Are personas done? Evaluating their usefulness in the age of digital analytics |
title_short |
Are personas done? Evaluating their usefulness in the age of digital analytics |
title_full |
Are personas done? Evaluating their usefulness in the age of digital analytics |
title_fullStr |
Are personas done? Evaluating their usefulness in the age of digital analytics |
title_full_unstemmed |
Are personas done? Evaluating their usefulness in the age of digital analytics |
title_sort |
are personas done? evaluating their usefulness in the age of digital analytics |
publisher |
Deakin University |
series |
Persona Studies |
issn |
2205-5258 |
publishDate |
2018-11-01 |
description |
In this critique, we conceptually examine the use of personas in an age of availability of large-scale online analytics data. Based on the criticism and benefits outlined in prior work, we formulate the major arguments for and against the use of personas, analyze these arguments, and demonstrate areas for the productive employment of personas by leveraging digital analytics data in their creation. From our review of the prior literature and the given availability of online customer data, our key tenet is that personas are located between aggregated and individual statistics. At their best, personas capture the coverage of the customer base attributed to aggregated data representations while retaining the interpretability of individual-level analytics. Persona creation benefits from both novel computational techniques and data sources. To demonstrate this, we propose and implement automatically generated personas primarily based on quantitative data. We also review key persona validation issues and examine how these issues can be addressed with automated persona generation using real user data from online analytics platforms. Finally, we outline areas of future research in the persona domain within the field of digital marketing and advertising. Overall, to survive in the rapidly developing marketing industry and online customer analytics, personas must evolve by adopting new practices. There are implications for this evolution of personas in a variety of domains, including design, content creation, and digital marketing. |
topic |
Data-Driven Personas, Digital Analytics, Customer Insights, Digital Marketing, Marketing Automation |
url |
https://ojs.deakin.edu.au/index.php/ps/article/view/737 |
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