User Loyalty Blog
This Blog is about my research on "User loyalty and dynamically personalised websites" in which I analyzed and studied user behaviour on a dynamically personalised website.Abstract
Most research in the field of personalisation deals with the technical or theoretical aspects of personalisation. This research focussed on the practical implementation and the integration of a personalisation system in a website. This research describes the creation of a website with dynamic personalisation features, utilising an iterative design process. The focus of this research is on measuring the impact of dynamically personalised websites on user loyalty. Because personalisation has the biggest impact if it addresses higher levels of user needs, it was crucial to get an understanding of which essential aspects of user experience address these levels. For that reason the concept that was tested in a first version of the website changed during the process as a reaction to user feedback that was gathered through feedback from forums, polls and visitor statistics. On the second version of the website, data on the site users browsing behaviour was gathered and used to dynamically personalise the website during two months in which a field study was conducted. Two surveys, one during and one at the end of the field study, delivered data about the users perception of the site and were compared with the users browsing behaviour. This research finds a positive relation between dynamic personalisation and user loyalty to a website. Furthermore, it identifies that the use of appropriate design that suits the topic, focus on the topic, delivery of content and the creation of a positive atmosphere are essential aspects for a valuable user experience that addresses the higher levels of user needs.Customer Loyalty and User Loyalty Studies and Future Work
July 29th, 2006
Discussion and future work
The findings after the first cycle of the iterative design process depicted that users demanded an appropriate visual design that suits the topic and the findings of the first survey that 23.4% of the users liked the site because of the atmosphere having parts, which overlapped from the visual design. This was shown by the descriptions of atmosphere in the second survey in which 41% of users related the atmosphere to the visual design. The reason that the visual design made an impact was because aesthetic fidelity was achieved.
After the first cycle of the iterative design process it became clear that the participation of users would be less than expected and the concept had to be changed. Even though, the site already had the main features such as a forum and the possibility to submit own articles, the understanding of the audience was missing, which is crucial for developing an online community (Preece et al. 2004).
Therefore the goal of the website shifted to providing news and knowledge about the topic. The development was concentrated on creating more focus on the topic by providing background information and on developing an appropriate visual design. The main problem at this stage of the process was the lack of contribution of users to the content of the site. The idea section should bring more focus on the topic and give users another possibility to add content while the tutorial section was developed to guide users through the process of idea creation.
Feedback from forums in which problems with the structure of the start page of the second version of the site were mentioned were addressed by a test in which the aesthetic aspect and the scanability was tested. The test, with participants who were new to the interface, was conducted with the assumption that if users of a forum who were new to the interface were able to identify problems with the structure of the start page, the participants would be able to do that as well. The findings suggested that a more structured start page would decrease the aesthetic aspect of the page and therefore have a negative impact on the user experience while the scanability was only slightly faster on a better-structured site. During the progress of this research, comments of long-term users about the lack of structure on the start page showed that the test did not produce valid results for long-term users. It confirmed Dillon’s et al. (2001) findings that ‘evaluations based on single experiences with technology do not provide stable estimates of long-term (or even medium-term) usability.”
Certain limitations of this research must be acknowledged. Due to the complexity of user experience (Olsen, 2003) the essential aspects for the user experience, which were found, might not apply in general, especially given the specific topic and the resulting target audience. The focus on the German speaking countries, and as a result, the cultural background of users might have had an impact on the findings as well.
Second, the period of time for the field study, two months, might also be a limitation. The short period of time did not allow to establish an online community of any size in which personalised user rankings and identity played a significant role. Even though, the descriptions of the atmosphere of long-term users confirmed that it was possible to establish a “sense of community ” (Blanchard et al. 2001).
Third, because the final survey relies on data from a small group of people, five b+ user and five b- user, their personal interests in the website could have played a role in their judgements.
The result that four out of five B+ user could name the same favourite news category as in their user profile, while only one of the five B- user could, suggests that personalisation helped to create personal preferences or helped to identify them. The knowledge of a certain preference could make a user more sensitive to changes on a site and therefore have a negative impact on their loyalty.
Furthermore, the delivery of personalised content could limit the users perception of the variety of information on the site and therefore have a negative long-term effect on loyalty. Thus, future researchers should examine whether that the findings of dynamic personalisation can have an impact on user loyalty is consistent over a longer period of time. The creation of a personalisation lifecycle, which begins by creating a user profile and ends in de-personalisation, could be the framework for this future research.
The results of the final survey show that B+user consider the website as more trustworthy. Similarity, or in the case of this research content similar to the users preference can increase trust. Fogg (2003) identified credibility, which consists of trust and expertise, as a key factor for persuasive webdesign. The findings suggest that the use of personalisation can enhance the impact of persuasive webdesign. While persuasive webdesign only played a role in establishing credibility of the website. Future research should focus on the impact that personalisation can have in combination with persuasive webdesign.
Customer and User Loyalty Improvements
July 2nd, 2006

Due to the low amount of user participation and, as a result, the relatively small amount of content, it was decided to use content personalisation in this research. Collaborative filtering would have been the wrong choice as it finds a profile of another user that is most similar to the users, but without many members it is unlikely to find peers that are similar enough to provide valuable results (Adomavicius et al. 2003). Furthermore, the news section has only a small amount of new information every day, which reduces the options for success of collaborative filtering even more. Another reason for using content personalisation were the findings of Shepherd et al. (2001) that users do not enjoy too detailed information filtering, therefore the news is only filtered according to news categories.
The personalisation features were implemented in the start page, the news page and the page on which the user rates ideas. Every member was identified by his or her login and password. Because A/B testing was used, every second member that registered surfed the site with personalisation features enabled (B+user) while the rest surfed the site without them (B-user).
The implicit data for the personalisation system derived from predefined PHP variables (PHP Group, 2003), which save user data that is sent to the server, and the tracking of users’ browsing behaviour. The system is based on a user profile in which all data is saved and every site that has personalised content on it is controlled by the user profile. The user profile consists of data for identification (Identification Profile), system data such as ip address or id (System Profile), self-categorised data such as age or gender (Socio-economic Profile) and data about the actions of the user on the site (Interaction Profile)(Schubert et al. 2000)(refer to Appendix J). Every time a user loads a page his user profile is updated in the appropriate category of interest. The start page is excluded because it shows all categories of content in five modules and therefore does not represent a specific interest. Over a period of time a profile of the users’ interest in the site is created. According to this profile the ratio of each content category of the start page is adjusted. If one category was not visited yet a link is shown with a call to visit this category while B-users did not see this feature. [P4] This is done to create awareness of existing features on the site and thereby increase the user experience (McMullin 2004). Furthermore, the start page shows special features and articles according to the operating system of the user and every user is greeted according to the time of the day and the time he has not[P5] visited the site. (pic1)
On the news page the news posts are sorted by starting with news from the category the user preferred most in the past. B-users see the news items according to the order in which they were published. The news is categorised according to the five news groups that were determined in the user-perception test. These five groups have subgroups with more specific topics (refer to Appendix I). When users click on the link to the news source their profile is updated in the corresponding category. To prevent the profile being updated several times when the news has more than one link, the user profile logs every news item a user has already read and compares this data with the incoming data from every update. Only the news that was posted since the user’s last visit or in the past six hours is sorted according to the user’s profile. This is done because changing all news in real time could confuse a user and harm the user experience. To sort the news the ratio of the viewed news of a user to the total amount of news in this category was calculated. This had to be done because not every category had the same amount of news and therefore the pure data in the user profile did not have to represent the user’s interest.
The user rank was also derived from their activity on the site and favourite news category. The activity is the sum of all values of the content categories in the user profile. (pic user profile structure)
The user rank feature is the only personalisation feature that uses explicit data to a minimal degree. The gender that users assign to themselves is used to give the title the right grammatical form.
Ideas are also categorised (refer to Appendix K). On the idea-rating page a B+ user will see an idea from a category in which he rated an idea before if he did not already rate all ideas of this category. These 100%, which represent all ratings he made, are divided according to the sum of all ratings in each category. Therefore if a user rates ideas from a particular [EB6] category highly, it is more likely that they will get more ideas from this category to rate next. In this personalisation feature no ratio is necessary because the ratings control the level of interest.
The personalisation features have multiple goals. In the short term they should provide users with a better user experience on the website. The long-term goal is to give the website a personal touch and thereby establish an emotional bond between the user and the website, which results in increased loyalty.
Redesign with Customer Loyalty in Mind
June 30th, 2006
Following these findings the focus of the next version of the website shifted from establishing an online community to becoming a source for news and knowledge about the topic ideas and creativity. Therefore, the experience design focused on enhancing the usefulness of the news section and the visual design was redone to give the website a more desirable look. The low amount of user participation also influenced the choice of the personalisation systems which were used. To focus more on the topic of the web site and to satisfy the demand for background information the knowledge and the idea section were added.
The first step to enhance the news section was to give users another option to see the latest news. Therefore an RSS-feed was implemented. Furthermore, a user-perception test, with different icons for news categories, was conducted (Syarief et al. n. d.),. Eight participants in the target audience had to group icons in four groups and then assign category names to each of them. Every test was conducted separately. The evaluation showed that the category icons for the categories Design and Technology were inappropriate. Furthermore, two comments were made that the icon of the category Mobile ‘looks like an oven’, indicating that this category icon should also be changed. Another finding was that instead of four groups as was planned, five groups were better for the news categories. In a repeat test all of the three participants identified all icons properly (refer to Appendix H). A new idea section in which user can rate ideas or submit their own ideas offered a more concrete possibility than the forum for user to engage creatively.
To increase the credibility of the website, a privacy policy according to the ‘Online-Datenschutz-Prinzipien (transl: Online-Privacy-Principles) and an ‘Impressum’, which is a duty for commercial sites and recommended for non-profit sites under the German law, were written (Teledienstgesetz 2001, §6). Furthermore, detailed information about the background and people who run the site was added (Fogg, 2003, p.173). Content for the knowledge section and gallery was added and the news administration section was enhanced, making it easier to include pictures. Moreover, a section with a new citation and a new picture every day was added to the start page to give users another reason, besides the daily news, to visit the site on a regular basis.
The visual design of the beta site was build in contrast to the alpha site, using a spectrum of harmonic warm colours (Crüger 2004) with strong hues to make the site look exciting and active (Mahnke 1996, p.71). Another reason for this choice of colour was that warm colours increase brain activity (Birren 1984, p. 80) and Birren claims that extroverted people prefer warm colours over cold colours (Birren 1984, p. 119). The monk in the banner should give the site a face and communicate happiness. Faces are good ways to communicate emotions because these emotions are understood by everyone regardless of their background (Morand, 2001) and faces play a ‘major role in human interaction and nonverbal communication’ (Lien 1998). To establish a better brand recognition a logo was created. The first letter of idea symbolises a temple and the Asian font Wonton, together with the monk, give the site an Asian touch. The angular font for ‘temple’ is a strong contrast in shape to ‘idea’ and symbolises a foundation for ideas. The playful Asian font suits the topic ideas because ideas are not tangible (Boas 2003).The layout was changed from three-column to two-column layout because the site should focus more on the usefulness of its main features, which would be the news and the ideas section. An example of successful design for usefulness is the search engine Google. Because of its focus on usefulness it is one of the leaders in providing a valuable user experience (Hurst 2002).
User Loyalty Design: First Cycle
June 24th, 2006
In the competitor analysis (refer to Appendix B), websites with similar concepts were rated according to different criteria. The first key finding was that the main competitor of ideatemple was ideen-box.de because it was the only website of that kind in German and it had a high search-engine ranking (Google first result when people search for the German word for ideas, ‘ideen’). Another benefit of the site is its large amount of content in the form of ideas and the possibility of asking a lawyer copyright-related questions. The second key finding was that all examined sites did not have community features, with the exception of globalideasbank.org , but its forum lacked categories and had only a very small group of visitors. The third key finding was that no website provided background information or tutorials that were related to ideas except ideafinder.com, which lacked the possibility of submitting one’s own ideas. The fourth key finding was that the aesthetic and creative aspect was not considered in the websites that were compared.
While ideatemple did not have the resources to compete with the rich content of ideen-box.de, in the short term it was possible to implement community features, background information about ideas and develop an attractive and easy-to-use design that suited the subject.
The key findings of the literature review and the competitor analysis form the foundation of this research and the concept of the first version of the site is based on these findings.
As the internet is an active medium (Chak 2003, p.29) in which customers decide how they interact, it was important to give users various ways to contact the organisation behind the website and meet the demand for user-to-user interaction. The concept of the website included the possibility of getting assistance by email, using the chat feature to get live support, submit their own articles, submit their own news, submit their own ideas, or use the chat or forum to enter into a dialogue with other users. The news section also offered the possibility of writing comments to a news post. These features were included to adhere to the concept of establishing an online community (Rheingold 1993; Preece et al. 2003). A community offers the possibility of establishing relationships and improving the value of information (Tartaglia et al. 2005) and can generate much of the content of a site (Kotha 1998).
In addition creation of content by customers increases their involvement and enhances the credibility of a website (Kotha 1998). Another beneficial aspect of communities is that they produce loyal visitors. Studies show that active community members visit a site up to nine times more frequently (Sterne 2002, p. 180).
Online communities can be categorised as communities of relationship, communities of interest, communities of transaction, and communities of fantasy (Armstrong et al. 1996). The community that was created in this research was primarily a community of interest, in which people who are interested in the topic, ideas and creativity, can meet and exchange. A secondary goal was to establish a community of relationship because increased social interactions among users generate a ‘switching cost’ (Ginsburg et al. 2004) or barrier. Positive interpersonal relationships are viewed as positive switching barriers (Julander et al. 2003) because users would have to leave these interactions behind if they were to defect to another website.
The open source CMS PHP-Fusion was selected because it had several features like a forum, options to submit news and submit articles already implemented. The reason for using open-source software was that it is free to anyone to do modifications on the source code. PHP-Fusion is under the GNU Public Licence (1991) and therefore everyone is permitted to edit the source code.
The content for the site had to be interesting, unusual and related to ideas and innovations, therefore the weblog awards winner of 2004, engadget.com, which is a technology weblog and its sources, were used to gather news for the site. Using the format of weblogs as a news source had several advantages. The main advantage is that they are written by amateurs and not much effort is needed to create a weblog and therefore they can deal with much more specific content than traditional journalists who have to focus on attracting a crowd of people (Rosen 2003). The growing popularity of weblogs shows in a study that in 2004 the weblog readership increased by 58% in the US and 27% of ‘on-line Americans’ read weblogs (BBC 2005).
An example of a weblog that demonstrates the variety of content that is available is the weblog, ‘A star from Mosul’, in which a 16-year-old girl writes about her daily life in post-Saddam Iraq (Abdullah, 2005).
Attractive graphic design is a key element in making interfaces more enjoyable to use (Shneiderman 2004), which enhances the user experience. The importance of consistency (Brannon et al. 2000) and design is crucial for the user experience (Tedeschi 1999) (Lynch et al. 2004). Before the final design was developed several other possibilities were considered (refer to Appendix C). In order to unify the design (Graham 2001, p.84) a three-column grid was used (Graham 2001, p. 112). The decision to use ‘cold colours’ was made because of their relaxing effect on the viewer (Birren 1984, p81). Blue also stands for ‘a sense of balance, calm, and security’ (Lu, 2004), which are attributes that seemed appropriate, as ideas can be very personal (WorldNet, Definition ‘idea’). The minimal use of controls in the top navigation with the only options to choose ‘Home’ or ‘Forum’ emphasised the community features (Hearst 2005). A system for news categories was implemented which should become personalised in the beta phase. Additional fields to add links to news were implemented in the news administration to increase the functionality. To give guests a reason to become a member, the link and the download section were filled with content and became a members-only section. Furthermore, the news arena panel, with additional news for members, was implemented.
The initial concept was focused on creating an aesthetically designed website (sight experience), establishing an online community to provide users with the opportunity of a co-experience and to create switching barriers through social interactions. Furthermore, the website should motivate users to engage creatively (think experience) in one of the seven forum categories (refer to Appendix D). The main goal was to establish a loyal user base for the field study.

Figure 3: First version of the website.